/* Generated by Cython 0.29.32 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "depends": [
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\include\\Python.h",
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\lib\\site-packages\\numpy\\core\\include\\numpy\\arrayobject.h",
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\lib\\site-packages\\numpy\\core\\include\\numpy\\arrayscalars.h",
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\lib\\site-packages\\numpy\\core\\include\\numpy\\ndarrayobject.h",
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\lib\\site-packages\\numpy\\core\\include\\numpy\\ndarraytypes.h",
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\lib\\site-packages\\numpy\\core\\include\\numpy\\ufuncobject.h"
        ],
        "extra_compile_args": [
            "-std=c++11"
        ],
        "include_dirs": [
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\lib\\site-packages\\numpy\\core\\include",
            "C:\\b\\abs_aajqw_oq0m\\croot\\spacy_1683903441912\\_h_env\\include"
        ],
        "language": "c++",
        "name": "spacy.tokenizer",
        "sources": [
            "spacy/tokenizer.pyx"
        ]
    },
    "module_name": "spacy.tokenizer"
}
END: Cython Metadata */

#ifndef PY_SSIZE_T_CLEAN
#define PY_SSIZE_T_CLEAN
#endif /* 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 < 0x03030000)
    #error Cython requires Python 2.6+ or Python 3.3+.
#else
#define CYTHON_ABI "0_29_32"
#define CYTHON_HEX_VERSION 0x001D20F0
#define CYTHON_FUTURE_DIVISION 0
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#define __PYX_COMMA ,
#ifndef HAVE_LONG_LONG
  #if PY_VERSION_HEX >= 0x02070000
    #define HAVE_LONG_LONG
  #endif
#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
  #define CYTHON_COMPILING_IN_NOGIL 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #if PY_VERSION_HEX < 0x03050000
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #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
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC (PYPY_VERSION_HEX >= 0x07030900)
  #endif
#elif defined(PYSTON_VERSION)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #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
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
  #endif
#elif defined(PY_NOGIL)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_NOGIL 1
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #ifndef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #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
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 1
  #endif
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
  #define CYTHON_COMPILING_IN_NOGIL 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYTYPE_LOOKUP
    #define CYTHON_USE_PYTYPE_LOOKUP 0
  #elif !defined(CYTHON_USE_PYTYPE_LOOKUP)
    #define CYTHON_USE_PYTYPE_LOOKUP 1
  #endif
  #if PY_MAJOR_VERSION < 3
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #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
  #endif
  #ifndef CYTHON_USE_PYLIST_INTERNALS
    #define CYTHON_USE_PYLIST_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
    #undef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #elif !defined(CYTHON_USE_UNICODE_WRITER)
    #define CYTHON_USE_UNICODE_WRITER 1
  #endif
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #if PY_VERSION_HEX >= 0x030B00A4
    #undef CYTHON_FAST_THREAD_STATE
    #define CYTHON_FAST_THREAD_STATE 0
  #elif !defined(CYTHON_FAST_THREAD_STATE)
    #define CYTHON_FAST_THREAD_STATE 1
  #endif
  #ifndef CYTHON_FAST_PYCALL
    #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030A0000)
  #endif
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
  #endif
  #ifndef CYTHON_USE_DICT_VERSIONS
    #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
  #endif
  #if PY_VERSION_HEX >= 0x030B00A4
    #undef CYTHON_USE_EXC_INFO_STACK
    #define CYTHON_USE_EXC_INFO_STACK 0
  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
    #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
  #endif
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 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
  #if PY_MAJOR_VERSION < 3
    #include "longintrepr.h"
  #endif
  #undef SHIFT
  #undef BASE
  #undef MASK
  #ifdef SIZEOF_VOID_P
    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
  #endif
#endif
#ifndef __has_attribute
  #define __has_attribute(x) 0
#endif
#ifndef __has_cpp_attribute
  #define __has_cpp_attribute(x) 0
#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
#endif
#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)
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
           typedef unsigned char     uint8_t;
           typedef unsigned int      uint32_t;
        #else
           typedef unsigned __int8   uint8_t;
           typedef unsigned __int32  uint32_t;
        #endif
    #endif
#else
   #include <stdint.h>
#endif
#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus) && __cplusplus >= 201103L
    #if __has_cpp_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH [[fallthrough]]
    #elif __has_cpp_attribute(clang::fallthrough)
      #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
    #elif __has_cpp_attribute(gnu::fallthrough)
      #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
    #endif
  #endif
  #ifndef CYTHON_FALLTHROUGH
    #if __has_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
    #else
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
  #if defined(__clang__ ) && defined(__apple_build_version__)
    #if __apple_build_version__ < 7000000
      #undef  CYTHON_FALLTHROUGH
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
#endif

#ifndef __cplusplus
  #error "Cython files generated with the C++ option must be compiled with a C++ compiler."
#endif
#ifndef CYTHON_INLINE
  #if defined(__clang__)
    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
  #else
    #define CYTHON_INLINE inline
  #endif
#endif
template<typename T>
void __Pyx_call_destructor(T& x) {
    x.~T();
}
template<typename T>
class __Pyx_FakeReference {
  public:
    __Pyx_FakeReference() : ptr(NULL) { }
    __Pyx_FakeReference(const T& ref) : ptr(const_cast<T*>(&ref)) { }
    T *operator->() { return ptr; }
    T *operator&() { return ptr; }
    operator T&() { return *ptr; }
    template<typename U> bool operator ==(U other) { return *ptr == other; }
    template<typename U> bool operator !=(U other) { return *ptr != other; }
  private:
    T *ptr;
};

#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
  #define Py_OptimizeFlag 0
#endif
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_DefaultClassType PyType_Type
#if PY_VERSION_HEX >= 0x030B00A1
    static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int k, int l, int s, int f,
                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
                                                    PyObject *fv, PyObject *cell, PyObject* fn,
                                                    PyObject *name, int fline, PyObject *lnos) {
        PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL;
        PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL;
        const char *fn_cstr=NULL;
        const char *name_cstr=NULL;
        PyCodeObject* co=NULL;
        PyObject *type, *value, *traceback;
        PyErr_Fetch(&type, &value, &traceback);
        if (!(kwds=PyDict_New())) goto end;
        if (!(argcount=PyLong_FromLong(a))) goto end;
        if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end;
        if (!(posonlyargcount=PyLong_FromLong(0))) goto end;
        if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end;
        if (!(kwonlyargcount=PyLong_FromLong(k))) goto end;
        if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end;
        if (!(nlocals=PyLong_FromLong(l))) goto end;
        if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end;
        if (!(stacksize=PyLong_FromLong(s))) goto end;
        if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end;
        if (!(flags=PyLong_FromLong(f))) goto end;
        if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end;
        if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end;
        if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end;
        if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end;
        if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too;
        if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here
        if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too;
        Py_XDECREF((PyObject*)co);
        co = (PyCodeObject*)call_result;
        call_result = NULL;
        if (0) {
            cleanup_code_too:
            Py_XDECREF((PyObject*)co);
            co = NULL;
        }
        end:
        Py_XDECREF(kwds);
        Py_XDECREF(argcount);
        Py_XDECREF(posonlyargcount);
        Py_XDECREF(kwonlyargcount);
        Py_XDECREF(nlocals);
        Py_XDECREF(stacksize);
        Py_XDECREF(replace);
        Py_XDECREF(call_result);
        Py_XDECREF(empty);
        if (type) {
            PyErr_Restore(type, value, traceback);
        }
        return co;
    }
#else
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#endif
  #define __Pyx_DefaultClassType PyType_Type
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #define __Pyx_PyCFunctionFast _PyCFunctionFast
  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
#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 | METH_KEYWORDS | METH_STACKLESS)))))
#else
#define __Pyx_PyFastCFunction_Check(func) 0
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
  #define PyObject_Malloc(s)   PyMem_Malloc(s)
  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1
  #define PyMem_RawMalloc(n)           PyMem_Malloc(n)
  #define PyMem_RawRealloc(p, n)       PyMem_Realloc(p, n)
  #define PyMem_RawFree(p)             PyMem_Free(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
#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x03060000
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#elif PY_VERSION_HEX >= 0x03000000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_Current
#endif
#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
#include "pythread.h"
#define Py_tss_NEEDS_INIT 0
typedef int Py_tss_t;
static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
  *key = PyThread_create_key();
  return 0;
}
static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
  *key = Py_tss_NEEDS_INIT;
  return key;
}
static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
  PyObject_Free(key);
}
static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
  return *key != Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
  PyThread_delete_key(*key);
  *key = Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
  return PyThread_set_key_value(*key, value);
}
static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
  return PyThread_get_key_value(*key);
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
#endif
#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
  #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
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
#else
#define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #if defined(PyUnicode_IS_READY)
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #else
  #define __Pyx_PyUnicode_READY(op)       (0)
  #endif
  #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)
  #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
  #else
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
  #endif
  #else
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #endif
#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))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
#endif
#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
  #define PyObject_ASCII(o)            PyObject_Repr(o)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#ifndef PyObject_Unicode
  #define PyObject_Unicode             PyObject_Str
#endif
#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
#if PY_VERSION_HEX >= 0x030900A4
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
#else
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
#endif
#if CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
#else
  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
#endif
#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   __Pyx_PyIndex_AsHash_t
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(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
    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
  #endif
#else
  #define __Pyx_PyType_AsAsync(obj) NULL
#endif
#ifndef __Pyx_PyAsyncMethodsStruct
    typedef struct {
        unaryfunc am_await;
        unaryfunc am_aiter;
        unaryfunc am_anext;
    } __Pyx_PyAsyncMethodsStruct;
#endif

#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
  #if !defined(_USE_MATH_DEFINES)
    #define _USE_MATH_DEFINES
  #endif
#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_MARK_ERR_POS(f_index, lineno) \
    { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
#define __PYX_ERR(f_index, lineno, Ln_error) \
    { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }

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

#define __PYX_HAVE__spacy__tokenizer
#define __PYX_HAVE_API__spacy__tokenizer
/* Early includes */
#include "ios"
#include "new"
#include "stdexcept"
#include "typeinfo"
#include <vector>
#include <stdint.h>
#include <utility>

    #if __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600)
    // move should be defined for these versions of MSVC, but __cplusplus isn't set usefully
    #include <type_traits>

    namespace cython_std {
    template <typename T> typename std::remove_reference<T>::type&& move(T& t) noexcept { return std::move(t); }
    template <typename T> typename std::remove_reference<T>::type&& move(T&& t) noexcept { return std::move(t); }
    }

    #endif
    
#include <unordered_set>
#include <unordered_map>
#include <set>
#include <string.h>
#include <stdio.h>
#include "numpy/arrayobject.h"
#include "numpy/ndarrayobject.h"
#include "numpy/ndarraytypes.h"
#include "numpy/arrayscalars.h"
#include "numpy/ufuncobject.h"

    /* NumPy API declarations from "numpy/__init__.pxd" */
    
#include <algorithm>
#include "pythread.h"
#include <stdlib.h>
#include "pystate.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_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_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
#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)))  )
static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
    return (size_t) i < (size_t) limit;
}
#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)
    #define __Pyx_sst_abs(value) ((Py_ssize_t)_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 const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const 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_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyObject_AsWritableString(s)    ((char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((const 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)
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);
}
#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)
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
#define __Pyx_PySequence_Tuple(obj)\
    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
#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) + 1);
    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 CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }

static PyObject *__pyx_m = NULL;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_cython_runtime = NULL;
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[] = {
  "spacy\\tokenizer.pyx",
  "spacy\\tokenizer.pxd",
  "__init__.pxd",
  "spacy\\lexeme.pxd",
  "stringsource",
  "cymem.pxd",
  "maps.pxd",
  "spacy\\strings.pxd",
  "type.pxd",
  "spacy\\morphology.pxd",
  "spacy\\vocab.pxd",
  "spacy\\tokens\\doc.pxd",
  "spacy\\matcher\\phrasematcher.pxd",
};
/* ForceInitThreads.proto */
#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

/* NoFastGil.proto */
#define __Pyx_PyGILState_Ensure PyGILState_Ensure
#define __Pyx_PyGILState_Release PyGILState_Release
#define __Pyx_FastGIL_Remember()
#define __Pyx_FastGIL_Forget()
#define __Pyx_FastGilFuncInit()

/* 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_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __pyx_atomic_int_type int
#if CYTHON_ATOMICS && (__GNUC__ >= 5 || (__GNUC__ == 4 &&\
                    (__GNUC_MINOR__ > 1 ||\
                    (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL__ >= 2))))
    #define __pyx_atomic_incr_aligned(value) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_aligned(value) __sync_fetch_and_sub(value, 1)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && defined(_MSC_VER) && CYTHON_COMPILING_IN_NOGIL
    #include <intrin.h>
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type long
    #pragma intrinsic (_InterlockedExchangeAdd)
    #define __pyx_atomic_incr_aligned(value) _InterlockedExchangeAdd(value, 1)
    #define __pyx_atomic_decr_aligned(value) _InterlockedExchangeAdd(value, -1)
    #ifdef __PYX_DEBUG_ATOMICS
        #pragma message ("Using MSVC 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))
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview))
#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

/* 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;
#define __Pyx_MemoryView_Len(m)  (m.shape[0])


/* "preshed/maps.pxd":5
 * 
 * 
 * ctypedef uint64_t key_t             # <<<<<<<<<<<<<<
 * 
 * 
 */
typedef uint64_t __pyx_t_7preshed_4maps_key_t;

/* "typedefs.pxd":5
 * 
 * 
 * ctypedef float weight_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t
 */
typedef float __pyx_t_5spacy_8typedefs_weight_t;

/* "typedefs.pxd":6
 * 
 * ctypedef float weight_t
 * ctypedef uint64_t hash_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t class_t
 * ctypedef uint64_t attr_t
 */
typedef uint64_t __pyx_t_5spacy_8typedefs_hash_t;

/* "typedefs.pxd":7
 * ctypedef float weight_t
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t attr_t
 * ctypedef uint64_t flags_t
 */
typedef uint64_t __pyx_t_5spacy_8typedefs_class_t;

/* "typedefs.pxd":8
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t
 * ctypedef uint64_t attr_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t flags_t
 * ctypedef uint16_t len_t
 */
typedef uint64_t __pyx_t_5spacy_8typedefs_attr_t;

/* "typedefs.pxd":9
 * ctypedef uint64_t class_t
 * ctypedef uint64_t attr_t
 * ctypedef uint64_t flags_t             # <<<<<<<<<<<<<<
 * ctypedef uint16_t len_t
 * ctypedef uint16_t tag_t
 */
typedef uint64_t __pyx_t_5spacy_8typedefs_flags_t;

/* "typedefs.pxd":10
 * ctypedef uint64_t attr_t
 * ctypedef uint64_t flags_t
 * ctypedef uint16_t len_t             # <<<<<<<<<<<<<<
 * ctypedef uint16_t tag_t
 */
typedef uint16_t __pyx_t_5spacy_8typedefs_len_t;

/* "typedefs.pxd":11
 * ctypedef uint64_t flags_t
 * ctypedef uint16_t len_t
 * ctypedef uint16_t tag_t             # <<<<<<<<<<<<<<
 */
typedef uint16_t __pyx_t_5spacy_8typedefs_tag_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":690
 * # 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":691
 * 
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":692
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":693
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":697
 * #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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":698
 * 
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":699
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":700
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":704
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":705
 * 
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":714
 * # 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":715
 * # 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":716
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":718
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":719
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":720
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":722
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":723
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":725
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":726
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */
typedef npy_double __pyx_t_5numpy_double_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":727
 * 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_5cymem_5cymem_PyMalloc;
struct __pyx_obj_5cymem_5cymem_PyFree;
struct __pyx_obj_5cymem_5cymem_Pool;
struct __pyx_obj_5cymem_5cymem_Address;
struct __pyx_obj_7preshed_4maps_PreshMap;
struct __pyx_obj_7preshed_4maps_PreshMapArray;
struct __pyx_obj_5spacy_7strings_StringStore;
struct __pyx_obj_5spacy_10morphology_Morphology;
struct __pyx_obj_5spacy_5vocab_Vocab;
struct __pyx_obj_5spacy_6tokens_3doc_Doc;
struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher;
struct __pyx_obj_5spacy_6lexeme_Lexeme;
struct __pyx_obj_5spacy_9tokenizer_Tokenizer;
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe;
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain;
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr;
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr;
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr;
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes;
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;

/* "cymem/cymem.pxd":1
 * ctypedef void* (*malloc_t)(size_t n)             # <<<<<<<<<<<<<<
 * ctypedef void (*free_t)(void *p)
 * 
 */
typedef void *(*__pyx_t_5cymem_5cymem_malloc_t)(size_t);

/* "cymem/cymem.pxd":2
 * ctypedef void* (*malloc_t)(size_t n)
 * ctypedef void (*free_t)(void *p)             # <<<<<<<<<<<<<<
 * 
 * cdef class PyMalloc:
 */
typedef void (*__pyx_t_5cymem_5cymem_free_t)(void *);
struct __pyx_t_7preshed_4maps_Cell;
struct __pyx_t_7preshed_4maps_Result;
struct __pyx_t_7preshed_4maps_MapStruct;

/* "preshed/maps.pxd":8
 * 
 * 
 * cdef struct Cell:             # <<<<<<<<<<<<<<
 *     key_t key
 *     void* value
 */
struct __pyx_t_7preshed_4maps_Cell {
  __pyx_t_7preshed_4maps_key_t key;
  void *value;
};

/* "preshed/maps.pxd":13
 * 
 * 
 * cdef struct Result:             # <<<<<<<<<<<<<<
 *     int found
 *     void* value
 */
struct __pyx_t_7preshed_4maps_Result {
  int found;
  void *value;
};

/* "preshed/maps.pxd":18
 * 
 * 
 * cdef struct MapStruct:             # <<<<<<<<<<<<<<
 *     Cell* cells
 *     void* value_for_empty_key
 */
struct __pyx_t_7preshed_4maps_MapStruct {
  struct __pyx_t_7preshed_4maps_Cell *cells;
  void *value_for_empty_key;
  void *value_for_del_key;
  __pyx_t_7preshed_4maps_key_t length;
  __pyx_t_7preshed_4maps_key_t filled;
  int is_empty_key_set;
  int is_del_key_set;
};

/* "symbols.pxd":1
 * cdef enum symbol_t:             # <<<<<<<<<<<<<<
 *     NIL
 *     IS_ALPHA
 */
enum __pyx_t_5spacy_7symbols_symbol_t {
  __pyx_e_5spacy_7symbols_NIL,
  __pyx_e_5spacy_7symbols_IS_ALPHA,
  __pyx_e_5spacy_7symbols_IS_ASCII,
  __pyx_e_5spacy_7symbols_IS_DIGIT,
  __pyx_e_5spacy_7symbols_IS_LOWER,
  __pyx_e_5spacy_7symbols_IS_PUNCT,
  __pyx_e_5spacy_7symbols_IS_SPACE,
  __pyx_e_5spacy_7symbols_IS_TITLE,
  __pyx_e_5spacy_7symbols_IS_UPPER,
  __pyx_e_5spacy_7symbols_LIKE_URL,
  __pyx_e_5spacy_7symbols_LIKE_NUM,
  __pyx_e_5spacy_7symbols_LIKE_EMAIL,
  __pyx_e_5spacy_7symbols_IS_STOP,
  __pyx_e_5spacy_7symbols_IS_OOV_DEPRECATED,
  __pyx_e_5spacy_7symbols_IS_BRACKET,
  __pyx_e_5spacy_7symbols_IS_QUOTE,
  __pyx_e_5spacy_7symbols_IS_LEFT_PUNCT,
  __pyx_e_5spacy_7symbols_IS_RIGHT_PUNCT,
  __pyx_e_5spacy_7symbols_IS_CURRENCY,
  __pyx_e_5spacy_7symbols_FLAG19 = 19,
  __pyx_e_5spacy_7symbols_FLAG20,
  __pyx_e_5spacy_7symbols_FLAG21,
  __pyx_e_5spacy_7symbols_FLAG22,
  __pyx_e_5spacy_7symbols_FLAG23,
  __pyx_e_5spacy_7symbols_FLAG24,
  __pyx_e_5spacy_7symbols_FLAG25,
  __pyx_e_5spacy_7symbols_FLAG26,
  __pyx_e_5spacy_7symbols_FLAG27,
  __pyx_e_5spacy_7symbols_FLAG28,
  __pyx_e_5spacy_7symbols_FLAG29,
  __pyx_e_5spacy_7symbols_FLAG30,
  __pyx_e_5spacy_7symbols_FLAG31,
  __pyx_e_5spacy_7symbols_FLAG32,
  __pyx_e_5spacy_7symbols_FLAG33,
  __pyx_e_5spacy_7symbols_FLAG34,
  __pyx_e_5spacy_7symbols_FLAG35,
  __pyx_e_5spacy_7symbols_FLAG36,
  __pyx_e_5spacy_7symbols_FLAG37,
  __pyx_e_5spacy_7symbols_FLAG38,
  __pyx_e_5spacy_7symbols_FLAG39,
  __pyx_e_5spacy_7symbols_FLAG40,
  __pyx_e_5spacy_7symbols_FLAG41,
  __pyx_e_5spacy_7symbols_FLAG42,
  __pyx_e_5spacy_7symbols_FLAG43,
  __pyx_e_5spacy_7symbols_FLAG44,
  __pyx_e_5spacy_7symbols_FLAG45,
  __pyx_e_5spacy_7symbols_FLAG46,
  __pyx_e_5spacy_7symbols_FLAG47,
  __pyx_e_5spacy_7symbols_FLAG48,
  __pyx_e_5spacy_7symbols_FLAG49,
  __pyx_e_5spacy_7symbols_FLAG50,
  __pyx_e_5spacy_7symbols_FLAG51,
  __pyx_e_5spacy_7symbols_FLAG52,
  __pyx_e_5spacy_7symbols_FLAG53,
  __pyx_e_5spacy_7symbols_FLAG54,
  __pyx_e_5spacy_7symbols_FLAG55,
  __pyx_e_5spacy_7symbols_FLAG56,
  __pyx_e_5spacy_7symbols_FLAG57,
  __pyx_e_5spacy_7symbols_FLAG58,
  __pyx_e_5spacy_7symbols_FLAG59,
  __pyx_e_5spacy_7symbols_FLAG60,
  __pyx_e_5spacy_7symbols_FLAG61,
  __pyx_e_5spacy_7symbols_FLAG62,
  __pyx_e_5spacy_7symbols_FLAG63,
  __pyx_e_5spacy_7symbols_ID,
  __pyx_e_5spacy_7symbols_ORTH,
  __pyx_e_5spacy_7symbols_LOWER,
  __pyx_e_5spacy_7symbols_NORM,
  __pyx_e_5spacy_7symbols_SHAPE,
  __pyx_e_5spacy_7symbols_PREFIX,
  __pyx_e_5spacy_7symbols_SUFFIX,
  __pyx_e_5spacy_7symbols_LENGTH,
  __pyx_e_5spacy_7symbols_CLUSTER,
  __pyx_e_5spacy_7symbols_LEMMA,
  __pyx_e_5spacy_7symbols_POS,
  __pyx_e_5spacy_7symbols_TAG,
  __pyx_e_5spacy_7symbols_DEP,
  __pyx_e_5spacy_7symbols_ENT_IOB,
  __pyx_e_5spacy_7symbols_ENT_TYPE,
  __pyx_e_5spacy_7symbols_HEAD,
  __pyx_e_5spacy_7symbols_SENT_START,
  __pyx_e_5spacy_7symbols_SPACY,
  __pyx_e_5spacy_7symbols_PROB,
  __pyx_e_5spacy_7symbols_LANG,
  __pyx_e_5spacy_7symbols_ADJ,
  __pyx_e_5spacy_7symbols_ADP,
  __pyx_e_5spacy_7symbols_ADV,
  __pyx_e_5spacy_7symbols_AUX,
  __pyx_e_5spacy_7symbols_CONJ,
  __pyx_e_5spacy_7symbols_CCONJ,
  __pyx_e_5spacy_7symbols_DET,
  __pyx_e_5spacy_7symbols_INTJ,
  __pyx_e_5spacy_7symbols_NOUN,
  __pyx_e_5spacy_7symbols_NUM,
  __pyx_e_5spacy_7symbols_PART,
  __pyx_e_5spacy_7symbols_PRON,
  __pyx_e_5spacy_7symbols_PROPN,
  __pyx_e_5spacy_7symbols_PUNCT,
  __pyx_e_5spacy_7symbols_SCONJ,
  __pyx_e_5spacy_7symbols_SYM,
  __pyx_e_5spacy_7symbols_VERB,
  __pyx_e_5spacy_7symbols_X,
  __pyx_e_5spacy_7symbols_EOL,
  __pyx_e_5spacy_7symbols_SPACE,
  __pyx_e_5spacy_7symbols_DEPRECATED001,
  __pyx_e_5spacy_7symbols_DEPRECATED002,
  __pyx_e_5spacy_7symbols_DEPRECATED003,
  __pyx_e_5spacy_7symbols_DEPRECATED004,
  __pyx_e_5spacy_7symbols_DEPRECATED005,
  __pyx_e_5spacy_7symbols_DEPRECATED006,
  __pyx_e_5spacy_7symbols_DEPRECATED007,
  __pyx_e_5spacy_7symbols_DEPRECATED008,
  __pyx_e_5spacy_7symbols_DEPRECATED009,
  __pyx_e_5spacy_7symbols_DEPRECATED010,
  __pyx_e_5spacy_7symbols_DEPRECATED011,
  __pyx_e_5spacy_7symbols_DEPRECATED012,
  __pyx_e_5spacy_7symbols_DEPRECATED013,
  __pyx_e_5spacy_7symbols_DEPRECATED014,
  __pyx_e_5spacy_7symbols_DEPRECATED015,
  __pyx_e_5spacy_7symbols_DEPRECATED016,
  __pyx_e_5spacy_7symbols_DEPRECATED017,
  __pyx_e_5spacy_7symbols_DEPRECATED018,
  __pyx_e_5spacy_7symbols_DEPRECATED019,
  __pyx_e_5spacy_7symbols_DEPRECATED020,
  __pyx_e_5spacy_7symbols_DEPRECATED021,
  __pyx_e_5spacy_7symbols_DEPRECATED022,
  __pyx_e_5spacy_7symbols_DEPRECATED023,
  __pyx_e_5spacy_7symbols_DEPRECATED024,
  __pyx_e_5spacy_7symbols_DEPRECATED025,
  __pyx_e_5spacy_7symbols_DEPRECATED026,
  __pyx_e_5spacy_7symbols_DEPRECATED027,
  __pyx_e_5spacy_7symbols_DEPRECATED028,
  __pyx_e_5spacy_7symbols_DEPRECATED029,
  __pyx_e_5spacy_7symbols_DEPRECATED030,
  __pyx_e_5spacy_7symbols_DEPRECATED031,
  __pyx_e_5spacy_7symbols_DEPRECATED032,
  __pyx_e_5spacy_7symbols_DEPRECATED033,
  __pyx_e_5spacy_7symbols_DEPRECATED034,
  __pyx_e_5spacy_7symbols_DEPRECATED035,
  __pyx_e_5spacy_7symbols_DEPRECATED036,
  __pyx_e_5spacy_7symbols_DEPRECATED037,
  __pyx_e_5spacy_7symbols_DEPRECATED038,
  __pyx_e_5spacy_7symbols_DEPRECATED039,
  __pyx_e_5spacy_7symbols_DEPRECATED040,
  __pyx_e_5spacy_7symbols_DEPRECATED041,
  __pyx_e_5spacy_7symbols_DEPRECATED042,
  __pyx_e_5spacy_7symbols_DEPRECATED043,
  __pyx_e_5spacy_7symbols_DEPRECATED044,
  __pyx_e_5spacy_7symbols_DEPRECATED045,
  __pyx_e_5spacy_7symbols_DEPRECATED046,
  __pyx_e_5spacy_7symbols_DEPRECATED047,
  __pyx_e_5spacy_7symbols_DEPRECATED048,
  __pyx_e_5spacy_7symbols_DEPRECATED049,
  __pyx_e_5spacy_7symbols_DEPRECATED050,
  __pyx_e_5spacy_7symbols_DEPRECATED051,
  __pyx_e_5spacy_7symbols_DEPRECATED052,
  __pyx_e_5spacy_7symbols_DEPRECATED053,
  __pyx_e_5spacy_7symbols_DEPRECATED054,
  __pyx_e_5spacy_7symbols_DEPRECATED055,
  __pyx_e_5spacy_7symbols_DEPRECATED056,
  __pyx_e_5spacy_7symbols_DEPRECATED057,
  __pyx_e_5spacy_7symbols_DEPRECATED058,
  __pyx_e_5spacy_7symbols_DEPRECATED059,
  __pyx_e_5spacy_7symbols_DEPRECATED060,
  __pyx_e_5spacy_7symbols_DEPRECATED061,
  __pyx_e_5spacy_7symbols_DEPRECATED062,
  __pyx_e_5spacy_7symbols_DEPRECATED063,
  __pyx_e_5spacy_7symbols_DEPRECATED064,
  __pyx_e_5spacy_7symbols_DEPRECATED065,
  __pyx_e_5spacy_7symbols_DEPRECATED066,
  __pyx_e_5spacy_7symbols_DEPRECATED067,
  __pyx_e_5spacy_7symbols_DEPRECATED068,
  __pyx_e_5spacy_7symbols_DEPRECATED069,
  __pyx_e_5spacy_7symbols_DEPRECATED070,
  __pyx_e_5spacy_7symbols_DEPRECATED071,
  __pyx_e_5spacy_7symbols_DEPRECATED072,
  __pyx_e_5spacy_7symbols_DEPRECATED073,
  __pyx_e_5spacy_7symbols_DEPRECATED074,
  __pyx_e_5spacy_7symbols_DEPRECATED075,
  __pyx_e_5spacy_7symbols_DEPRECATED076,
  __pyx_e_5spacy_7symbols_DEPRECATED077,
  __pyx_e_5spacy_7symbols_DEPRECATED078,
  __pyx_e_5spacy_7symbols_DEPRECATED079,
  __pyx_e_5spacy_7symbols_DEPRECATED080,
  __pyx_e_5spacy_7symbols_DEPRECATED081,
  __pyx_e_5spacy_7symbols_DEPRECATED082,
  __pyx_e_5spacy_7symbols_DEPRECATED083,
  __pyx_e_5spacy_7symbols_DEPRECATED084,
  __pyx_e_5spacy_7symbols_DEPRECATED085,
  __pyx_e_5spacy_7symbols_DEPRECATED086,
  __pyx_e_5spacy_7symbols_DEPRECATED087,
  __pyx_e_5spacy_7symbols_DEPRECATED088,
  __pyx_e_5spacy_7symbols_DEPRECATED089,
  __pyx_e_5spacy_7symbols_DEPRECATED090,
  __pyx_e_5spacy_7symbols_DEPRECATED091,
  __pyx_e_5spacy_7symbols_DEPRECATED092,
  __pyx_e_5spacy_7symbols_DEPRECATED093,
  __pyx_e_5spacy_7symbols_DEPRECATED094,
  __pyx_e_5spacy_7symbols_DEPRECATED095,
  __pyx_e_5spacy_7symbols_DEPRECATED096,
  __pyx_e_5spacy_7symbols_DEPRECATED097,
  __pyx_e_5spacy_7symbols_DEPRECATED098,
  __pyx_e_5spacy_7symbols_DEPRECATED099,
  __pyx_e_5spacy_7symbols_DEPRECATED100,
  __pyx_e_5spacy_7symbols_DEPRECATED101,
  __pyx_e_5spacy_7symbols_DEPRECATED102,
  __pyx_e_5spacy_7symbols_DEPRECATED103,
  __pyx_e_5spacy_7symbols_DEPRECATED104,
  __pyx_e_5spacy_7symbols_DEPRECATED105,
  __pyx_e_5spacy_7symbols_DEPRECATED106,
  __pyx_e_5spacy_7symbols_DEPRECATED107,
  __pyx_e_5spacy_7symbols_DEPRECATED108,
  __pyx_e_5spacy_7symbols_DEPRECATED109,
  __pyx_e_5spacy_7symbols_DEPRECATED110,
  __pyx_e_5spacy_7symbols_DEPRECATED111,
  __pyx_e_5spacy_7symbols_DEPRECATED112,
  __pyx_e_5spacy_7symbols_DEPRECATED113,
  __pyx_e_5spacy_7symbols_DEPRECATED114,
  __pyx_e_5spacy_7symbols_DEPRECATED115,
  __pyx_e_5spacy_7symbols_DEPRECATED116,
  __pyx_e_5spacy_7symbols_DEPRECATED117,
  __pyx_e_5spacy_7symbols_DEPRECATED118,
  __pyx_e_5spacy_7symbols_DEPRECATED119,
  __pyx_e_5spacy_7symbols_DEPRECATED120,
  __pyx_e_5spacy_7symbols_DEPRECATED121,
  __pyx_e_5spacy_7symbols_DEPRECATED122,
  __pyx_e_5spacy_7symbols_DEPRECATED123,
  __pyx_e_5spacy_7symbols_DEPRECATED124,
  __pyx_e_5spacy_7symbols_DEPRECATED125,
  __pyx_e_5spacy_7symbols_DEPRECATED126,
  __pyx_e_5spacy_7symbols_DEPRECATED127,
  __pyx_e_5spacy_7symbols_DEPRECATED128,
  __pyx_e_5spacy_7symbols_DEPRECATED129,
  __pyx_e_5spacy_7symbols_DEPRECATED130,
  __pyx_e_5spacy_7symbols_DEPRECATED131,
  __pyx_e_5spacy_7symbols_DEPRECATED132,
  __pyx_e_5spacy_7symbols_DEPRECATED133,
  __pyx_e_5spacy_7symbols_DEPRECATED134,
  __pyx_e_5spacy_7symbols_DEPRECATED135,
  __pyx_e_5spacy_7symbols_DEPRECATED136,
  __pyx_e_5spacy_7symbols_DEPRECATED137,
  __pyx_e_5spacy_7symbols_DEPRECATED138,
  __pyx_e_5spacy_7symbols_DEPRECATED139,
  __pyx_e_5spacy_7symbols_DEPRECATED140,
  __pyx_e_5spacy_7symbols_DEPRECATED141,
  __pyx_e_5spacy_7symbols_DEPRECATED142,
  __pyx_e_5spacy_7symbols_DEPRECATED143,
  __pyx_e_5spacy_7symbols_DEPRECATED144,
  __pyx_e_5spacy_7symbols_DEPRECATED145,
  __pyx_e_5spacy_7symbols_DEPRECATED146,
  __pyx_e_5spacy_7symbols_DEPRECATED147,
  __pyx_e_5spacy_7symbols_DEPRECATED148,
  __pyx_e_5spacy_7symbols_DEPRECATED149,
  __pyx_e_5spacy_7symbols_DEPRECATED150,
  __pyx_e_5spacy_7symbols_DEPRECATED151,
  __pyx_e_5spacy_7symbols_DEPRECATED152,
  __pyx_e_5spacy_7symbols_DEPRECATED153,
  __pyx_e_5spacy_7symbols_DEPRECATED154,
  __pyx_e_5spacy_7symbols_DEPRECATED155,
  __pyx_e_5spacy_7symbols_DEPRECATED156,
  __pyx_e_5spacy_7symbols_DEPRECATED157,
  __pyx_e_5spacy_7symbols_DEPRECATED158,
  __pyx_e_5spacy_7symbols_DEPRECATED159,
  __pyx_e_5spacy_7symbols_DEPRECATED160,
  __pyx_e_5spacy_7symbols_DEPRECATED161,
  __pyx_e_5spacy_7symbols_DEPRECATED162,
  __pyx_e_5spacy_7symbols_DEPRECATED163,
  __pyx_e_5spacy_7symbols_DEPRECATED164,
  __pyx_e_5spacy_7symbols_DEPRECATED165,
  __pyx_e_5spacy_7symbols_DEPRECATED166,
  __pyx_e_5spacy_7symbols_DEPRECATED167,
  __pyx_e_5spacy_7symbols_DEPRECATED168,
  __pyx_e_5spacy_7symbols_DEPRECATED169,
  __pyx_e_5spacy_7symbols_DEPRECATED170,
  __pyx_e_5spacy_7symbols_DEPRECATED171,
  __pyx_e_5spacy_7symbols_DEPRECATED172,
  __pyx_e_5spacy_7symbols_DEPRECATED173,
  __pyx_e_5spacy_7symbols_DEPRECATED174,
  __pyx_e_5spacy_7symbols_DEPRECATED175,
  __pyx_e_5spacy_7symbols_DEPRECATED176,
  __pyx_e_5spacy_7symbols_DEPRECATED177,
  __pyx_e_5spacy_7symbols_DEPRECATED178,
  __pyx_e_5spacy_7symbols_DEPRECATED179,
  __pyx_e_5spacy_7symbols_DEPRECATED180,
  __pyx_e_5spacy_7symbols_DEPRECATED181,
  __pyx_e_5spacy_7symbols_DEPRECATED182,
  __pyx_e_5spacy_7symbols_DEPRECATED183,
  __pyx_e_5spacy_7symbols_DEPRECATED184,
  __pyx_e_5spacy_7symbols_DEPRECATED185,
  __pyx_e_5spacy_7symbols_DEPRECATED186,
  __pyx_e_5spacy_7symbols_DEPRECATED187,
  __pyx_e_5spacy_7symbols_DEPRECATED188,
  __pyx_e_5spacy_7symbols_DEPRECATED189,
  __pyx_e_5spacy_7symbols_DEPRECATED190,
  __pyx_e_5spacy_7symbols_DEPRECATED191,
  __pyx_e_5spacy_7symbols_DEPRECATED192,
  __pyx_e_5spacy_7symbols_DEPRECATED193,
  __pyx_e_5spacy_7symbols_DEPRECATED194,
  __pyx_e_5spacy_7symbols_DEPRECATED195,
  __pyx_e_5spacy_7symbols_DEPRECATED196,
  __pyx_e_5spacy_7symbols_DEPRECATED197,
  __pyx_e_5spacy_7symbols_DEPRECATED198,
  __pyx_e_5spacy_7symbols_DEPRECATED199,
  __pyx_e_5spacy_7symbols_DEPRECATED200,
  __pyx_e_5spacy_7symbols_DEPRECATED201,
  __pyx_e_5spacy_7symbols_DEPRECATED202,
  __pyx_e_5spacy_7symbols_DEPRECATED203,
  __pyx_e_5spacy_7symbols_DEPRECATED204,
  __pyx_e_5spacy_7symbols_DEPRECATED205,
  __pyx_e_5spacy_7symbols_DEPRECATED206,
  __pyx_e_5spacy_7symbols_DEPRECATED207,
  __pyx_e_5spacy_7symbols_DEPRECATED208,
  __pyx_e_5spacy_7symbols_DEPRECATED209,
  __pyx_e_5spacy_7symbols_DEPRECATED210,
  __pyx_e_5spacy_7symbols_DEPRECATED211,
  __pyx_e_5spacy_7symbols_DEPRECATED212,
  __pyx_e_5spacy_7symbols_DEPRECATED213,
  __pyx_e_5spacy_7symbols_DEPRECATED214,
  __pyx_e_5spacy_7symbols_DEPRECATED215,
  __pyx_e_5spacy_7symbols_DEPRECATED216,
  __pyx_e_5spacy_7symbols_DEPRECATED217,
  __pyx_e_5spacy_7symbols_DEPRECATED218,
  __pyx_e_5spacy_7symbols_DEPRECATED219,
  __pyx_e_5spacy_7symbols_DEPRECATED220,
  __pyx_e_5spacy_7symbols_DEPRECATED221,
  __pyx_e_5spacy_7symbols_DEPRECATED222,
  __pyx_e_5spacy_7symbols_DEPRECATED223,
  __pyx_e_5spacy_7symbols_DEPRECATED224,
  __pyx_e_5spacy_7symbols_DEPRECATED225,
  __pyx_e_5spacy_7symbols_DEPRECATED226,
  __pyx_e_5spacy_7symbols_DEPRECATED227,
  __pyx_e_5spacy_7symbols_DEPRECATED228,
  __pyx_e_5spacy_7symbols_DEPRECATED229,
  __pyx_e_5spacy_7symbols_DEPRECATED230,
  __pyx_e_5spacy_7symbols_DEPRECATED231,
  __pyx_e_5spacy_7symbols_DEPRECATED232,
  __pyx_e_5spacy_7symbols_DEPRECATED233,
  __pyx_e_5spacy_7symbols_DEPRECATED234,
  __pyx_e_5spacy_7symbols_DEPRECATED235,
  __pyx_e_5spacy_7symbols_DEPRECATED236,
  __pyx_e_5spacy_7symbols_DEPRECATED237,
  __pyx_e_5spacy_7symbols_DEPRECATED238,
  __pyx_e_5spacy_7symbols_DEPRECATED239,
  __pyx_e_5spacy_7symbols_DEPRECATED240,
  __pyx_e_5spacy_7symbols_DEPRECATED241,
  __pyx_e_5spacy_7symbols_DEPRECATED242,
  __pyx_e_5spacy_7symbols_DEPRECATED243,
  __pyx_e_5spacy_7symbols_DEPRECATED244,
  __pyx_e_5spacy_7symbols_DEPRECATED245,
  __pyx_e_5spacy_7symbols_DEPRECATED246,
  __pyx_e_5spacy_7symbols_DEPRECATED247,
  __pyx_e_5spacy_7symbols_DEPRECATED248,
  __pyx_e_5spacy_7symbols_DEPRECATED249,
  __pyx_e_5spacy_7symbols_DEPRECATED250,
  __pyx_e_5spacy_7symbols_DEPRECATED251,
  __pyx_e_5spacy_7symbols_DEPRECATED252,
  __pyx_e_5spacy_7symbols_DEPRECATED253,
  __pyx_e_5spacy_7symbols_DEPRECATED254,
  __pyx_e_5spacy_7symbols_DEPRECATED255,
  __pyx_e_5spacy_7symbols_DEPRECATED256,
  __pyx_e_5spacy_7symbols_DEPRECATED257,
  __pyx_e_5spacy_7symbols_DEPRECATED258,
  __pyx_e_5spacy_7symbols_DEPRECATED259,
  __pyx_e_5spacy_7symbols_DEPRECATED260,
  __pyx_e_5spacy_7symbols_DEPRECATED261,
  __pyx_e_5spacy_7symbols_DEPRECATED262,
  __pyx_e_5spacy_7symbols_DEPRECATED263,
  __pyx_e_5spacy_7symbols_DEPRECATED264,
  __pyx_e_5spacy_7symbols_DEPRECATED265,
  __pyx_e_5spacy_7symbols_DEPRECATED266,
  __pyx_e_5spacy_7symbols_DEPRECATED267,
  __pyx_e_5spacy_7symbols_DEPRECATED268,
  __pyx_e_5spacy_7symbols_DEPRECATED269,
  __pyx_e_5spacy_7symbols_DEPRECATED270,
  __pyx_e_5spacy_7symbols_DEPRECATED271,
  __pyx_e_5spacy_7symbols_DEPRECATED272,
  __pyx_e_5spacy_7symbols_DEPRECATED273,
  __pyx_e_5spacy_7symbols_DEPRECATED274,
  __pyx_e_5spacy_7symbols_DEPRECATED275,
  __pyx_e_5spacy_7symbols_DEPRECATED276,
  __pyx_e_5spacy_7symbols_PERSON,
  __pyx_e_5spacy_7symbols_NORP,
  __pyx_e_5spacy_7symbols_FACILITY,
  __pyx_e_5spacy_7symbols_ORG,
  __pyx_e_5spacy_7symbols_GPE,
  __pyx_e_5spacy_7symbols_LOC,
  __pyx_e_5spacy_7symbols_PRODUCT,
  __pyx_e_5spacy_7symbols_EVENT,
  __pyx_e_5spacy_7symbols_WORK_OF_ART,
  __pyx_e_5spacy_7symbols_LANGUAGE,
  __pyx_e_5spacy_7symbols_LAW,
  __pyx_e_5spacy_7symbols_DATE,
  __pyx_e_5spacy_7symbols_TIME,
  __pyx_e_5spacy_7symbols_PERCENT,
  __pyx_e_5spacy_7symbols_MONEY,
  __pyx_e_5spacy_7symbols_QUANTITY,
  __pyx_e_5spacy_7symbols_ORDINAL,
  __pyx_e_5spacy_7symbols_CARDINAL,
  __pyx_e_5spacy_7symbols_acomp,
  __pyx_e_5spacy_7symbols_advcl,
  __pyx_e_5spacy_7symbols_advmod,
  __pyx_e_5spacy_7symbols_agent,
  __pyx_e_5spacy_7symbols_amod,
  __pyx_e_5spacy_7symbols_appos,
  __pyx_e_5spacy_7symbols_attr,
  __pyx_e_5spacy_7symbols_aux,
  __pyx_e_5spacy_7symbols_auxpass,
  __pyx_e_5spacy_7symbols_cc,
  __pyx_e_5spacy_7symbols_ccomp,
  __pyx_e_5spacy_7symbols_complm,
  __pyx_e_5spacy_7symbols_conj,
  __pyx_e_5spacy_7symbols_cop,
  __pyx_e_5spacy_7symbols_csubj,
  __pyx_e_5spacy_7symbols_csubjpass,
  __pyx_e_5spacy_7symbols_dep,
  __pyx_e_5spacy_7symbols_det,
  __pyx_e_5spacy_7symbols_dobj,
  __pyx_e_5spacy_7symbols_expl,
  __pyx_e_5spacy_7symbols_hmod,
  __pyx_e_5spacy_7symbols_hyph,
  __pyx_e_5spacy_7symbols_infmod,
  __pyx_e_5spacy_7symbols_intj,
  __pyx_e_5spacy_7symbols_iobj,
  __pyx_e_5spacy_7symbols_mark,
  __pyx_e_5spacy_7symbols_meta,
  __pyx_e_5spacy_7symbols_neg,
  __pyx_e_5spacy_7symbols_nmod,
  __pyx_e_5spacy_7symbols_nn,
  __pyx_e_5spacy_7symbols_npadvmod,
  __pyx_e_5spacy_7symbols_nsubj,
  __pyx_e_5spacy_7symbols_nsubjpass,
  __pyx_e_5spacy_7symbols_num,
  __pyx_e_5spacy_7symbols_number,
  __pyx_e_5spacy_7symbols_oprd,
  __pyx_e_5spacy_7symbols_obj,
  __pyx_e_5spacy_7symbols_obl,
  __pyx_e_5spacy_7symbols_parataxis,
  __pyx_e_5spacy_7symbols_partmod,
  __pyx_e_5spacy_7symbols_pcomp,
  __pyx_e_5spacy_7symbols_pobj,
  __pyx_e_5spacy_7symbols_poss,
  __pyx_e_5spacy_7symbols_possessive,
  __pyx_e_5spacy_7symbols_preconj,
  __pyx_e_5spacy_7symbols_prep,
  __pyx_e_5spacy_7symbols_prt,
  __pyx_e_5spacy_7symbols_punct,
  __pyx_e_5spacy_7symbols_quantmod,
  __pyx_e_5spacy_7symbols_relcl,
  __pyx_e_5spacy_7symbols_rcmod,
  __pyx_e_5spacy_7symbols_root,
  __pyx_e_5spacy_7symbols_xcomp,
  __pyx_e_5spacy_7symbols_acl,
  __pyx_e_5spacy_7symbols_ENT_KB_ID,
  __pyx_e_5spacy_7symbols_MORPH,
  __pyx_e_5spacy_7symbols_ENT_ID,
  __pyx_e_5spacy_7symbols_IDX,
  __pyx_e_5spacy_7symbols__
};

/* "parts_of_speech.pxd":3
 * from . cimport symbols
 * 
 * cpdef enum univ_pos_t:             # <<<<<<<<<<<<<<
 *     NO_TAG = 0
 *     ADJ = symbols.ADJ
 */
enum __pyx_t_5spacy_15parts_of_speech_univ_pos_t {

  /* "parts_of_speech.pxd":5
 * cpdef enum univ_pos_t:
 *     NO_TAG = 0
 *     ADJ = symbols.ADJ             # <<<<<<<<<<<<<<
 *     ADP
 *     ADV
 */
  __pyx_e_5spacy_15parts_of_speech_NO_TAG = 0,
  __pyx_e_5spacy_15parts_of_speech_ADJ = __pyx_e_5spacy_7symbols_ADJ,
  __pyx_e_5spacy_15parts_of_speech_ADP,
  __pyx_e_5spacy_15parts_of_speech_ADV,
  __pyx_e_5spacy_15parts_of_speech_AUX,
  __pyx_e_5spacy_15parts_of_speech_CONJ,
  __pyx_e_5spacy_15parts_of_speech_CCONJ,
  __pyx_e_5spacy_15parts_of_speech_DET,
  __pyx_e_5spacy_15parts_of_speech_INTJ,
  __pyx_e_5spacy_15parts_of_speech_NOUN,
  __pyx_e_5spacy_15parts_of_speech_NUM,
  __pyx_e_5spacy_15parts_of_speech_PART,
  __pyx_e_5spacy_15parts_of_speech_PRON,
  __pyx_e_5spacy_15parts_of_speech_PROPN,
  __pyx_e_5spacy_15parts_of_speech_PUNCT,
  __pyx_e_5spacy_15parts_of_speech_SCONJ,
  __pyx_e_5spacy_15parts_of_speech_SYM,
  __pyx_e_5spacy_15parts_of_speech_VERB,
  __pyx_e_5spacy_15parts_of_speech_X,
  __pyx_e_5spacy_15parts_of_speech_EOL,
  __pyx_e_5spacy_15parts_of_speech_SPACE
};
struct __pyx_t_5spacy_7structs_LexemeC;
struct __pyx_t_5spacy_7structs_SpanC;
struct __pyx_t_5spacy_7structs_TokenC;
struct __pyx_t_5spacy_7structs_MorphAnalysisC;
struct __pyx_t_5spacy_7structs_KBEntryC;
struct __pyx_t_5spacy_7structs_AliasC;
struct __pyx_t_5spacy_7structs_EdgeC;
struct __pyx_t_5spacy_7structs_GraphC;

/* "structs.pxd":11
 * 
 * 
 * cdef struct LexemeC:             # <<<<<<<<<<<<<<
 *     flags_t flags
 * 
 */
struct __pyx_t_5spacy_7structs_LexemeC {
  __pyx_t_5spacy_8typedefs_flags_t flags;
  __pyx_t_5spacy_8typedefs_attr_t lang;
  __pyx_t_5spacy_8typedefs_attr_t id;
  __pyx_t_5spacy_8typedefs_attr_t length;
  __pyx_t_5spacy_8typedefs_attr_t orth;
  __pyx_t_5spacy_8typedefs_attr_t lower;
  __pyx_t_5spacy_8typedefs_attr_t norm;
  __pyx_t_5spacy_8typedefs_attr_t shape;
  __pyx_t_5spacy_8typedefs_attr_t prefix;
  __pyx_t_5spacy_8typedefs_attr_t suffix;
};

/* "structs.pxd":27
 * 
 * 
 * cdef struct SpanC:             # <<<<<<<<<<<<<<
 *     hash_t id
 *     int start
 */
struct __pyx_t_5spacy_7structs_SpanC {
  __pyx_t_5spacy_8typedefs_hash_t id;
  int start;
  int end;
  int start_char;
  int end_char;
  __pyx_t_5spacy_8typedefs_attr_t label;
  __pyx_t_5spacy_8typedefs_attr_t kb_id;
};

/* "structs.pxd":37
 * 
 * 
 * cdef struct TokenC:             # <<<<<<<<<<<<<<
 *     const LexemeC* lex
 *     uint64_t morph
 */
struct __pyx_t_5spacy_7structs_TokenC {
  struct __pyx_t_5spacy_7structs_LexemeC const *lex;
  uint64_t morph;
  enum __pyx_t_5spacy_15parts_of_speech_univ_pos_t pos;
  int spacy;
  __pyx_t_5spacy_8typedefs_attr_t tag;
  int idx;
  __pyx_t_5spacy_8typedefs_attr_t lemma;
  __pyx_t_5spacy_8typedefs_attr_t norm;
  int head;
  __pyx_t_5spacy_8typedefs_attr_t dep;
  uint32_t l_kids;
  uint32_t r_kids;
  uint32_t l_edge;
  uint32_t r_edge;
  int sent_start;
  int ent_iob;
  __pyx_t_5spacy_8typedefs_attr_t ent_type;
  __pyx_t_5spacy_8typedefs_attr_t ent_kb_id;
  __pyx_t_5spacy_8typedefs_hash_t ent_id;
};

/* "structs.pxd":61
 * 
 * 
 * cdef struct MorphAnalysisC:             # <<<<<<<<<<<<<<
 *     hash_t key
 *     int length
 */
struct __pyx_t_5spacy_7structs_MorphAnalysisC {
  __pyx_t_5spacy_8typedefs_hash_t key;
  int length;
  __pyx_t_5spacy_8typedefs_attr_t *fields;
  __pyx_t_5spacy_8typedefs_attr_t *features;
};

/* "structs.pxd":70
 * 
 * # Internal struct, for storage and disambiguation of entities.
 * cdef struct KBEntryC:             # <<<<<<<<<<<<<<
 * 
 *     # The hash of this entry's unique ID/name in the kB
 */
struct __pyx_t_5spacy_7structs_KBEntryC {
  __pyx_t_5spacy_8typedefs_hash_t entity_hash;
  int32_t vector_index;
  int32_t feats_row;
  float freq;
};

/* "structs.pxd":89
 * # Each alias struct stores a list of Entry pointers with their prior probabilities
 * # for this specific mention/alias.
 * cdef struct AliasC:             # <<<<<<<<<<<<<<
 * 
 *     # All entry candidates for this alias
 */
struct __pyx_t_5spacy_7structs_AliasC {
  std::vector<int64_t>  entry_indices;
  std::vector<float>  probs;
};

/* "structs.pxd":98
 * 
 * 
 * cdef struct EdgeC:             # <<<<<<<<<<<<<<
 *     hash_t label
 *     int32_t head
 */
struct __pyx_t_5spacy_7structs_EdgeC {
  __pyx_t_5spacy_8typedefs_hash_t label;
  int32_t head;
  int32_t tail;
};

/* "structs.pxd":104
 * 
 * 
 * cdef struct GraphC:             # <<<<<<<<<<<<<<
 *     vector[vector[int32_t]] nodes
 *     vector[EdgeC] edges
 */
struct __pyx_t_5spacy_7structs_GraphC {
  std::vector<std::vector<int32_t> >  nodes;
  std::vector<struct __pyx_t_5spacy_7structs_EdgeC>  edges;
  std::vector<float>  weights;
  std::vector<int>  n_heads;
  std::vector<int>  n_tails;
  std::vector<int>  first_head;
  std::vector<int>  first_tail;
  std::unordered_set<int>  *roots;
  std::unordered_map<__pyx_t_5spacy_8typedefs_hash_t,int>  *node_map;
  std::unordered_map<__pyx_t_5spacy_8typedefs_hash_t,int>  *edge_map;
};
union __pyx_t_5spacy_7strings_Utf8Str;
typedef union __pyx_t_5spacy_7strings_Utf8Str __pyx_t_5spacy_7strings_Utf8Str;

/* "strings.pxd":17
 * 
 * 
 * ctypedef union Utf8Str:             # <<<<<<<<<<<<<<
 *     unsigned char[8] s
 *     unsigned char* p
 */
union __pyx_t_5spacy_7strings_Utf8Str {
  unsigned char s[8];
  unsigned char *p;
};

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":729
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":730
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":731
 * 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;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":733
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;
union __pyx_t_5spacy_5vocab_LexemesOrTokens;
struct __pyx_t_5spacy_5vocab__Cached;

/* "vocab.pxd":15
 * 
 * 
 * cdef union LexemesOrTokens:             # <<<<<<<<<<<<<<
 *     const LexemeC* const* lexemes
 *     const TokenC* tokens
 */
union __pyx_t_5spacy_5vocab_LexemesOrTokens {
  struct __pyx_t_5spacy_7structs_LexemeC const *const *lexemes;
  struct __pyx_t_5spacy_7structs_TokenC const *tokens;
};

/* "vocab.pxd":20
 * 
 * 
 * cdef struct _Cached:             # <<<<<<<<<<<<<<
 *     LexemesOrTokens data
 *     bint is_lex
 */
struct __pyx_t_5spacy_5vocab__Cached {
  union __pyx_t_5spacy_5vocab_LexemesOrTokens data;
  int is_lex;
  int length;
};

/* "attrs.pxd":4
 * from . cimport symbols
 * 
 * cdef enum attr_id_t:             # <<<<<<<<<<<<<<
 *     NULL_ATTR
 *     IS_ALPHA
 */
enum __pyx_t_5spacy_5attrs_attr_id_t {

  /* "attrs.pxd":95
 *     ENT_KB_ID = symbols.ENT_KB_ID
 *     MORPH
 *     ENT_ID = symbols.ENT_ID             # <<<<<<<<<<<<<<
 * 
 *     IDX
 */
  __pyx_e_5spacy_5attrs_NULL_ATTR,
  __pyx_e_5spacy_5attrs_IS_ALPHA,
  __pyx_e_5spacy_5attrs_IS_ASCII,
  __pyx_e_5spacy_5attrs_IS_DIGIT,
  __pyx_e_5spacy_5attrs_IS_LOWER,
  __pyx_e_5spacy_5attrs_IS_PUNCT,
  __pyx_e_5spacy_5attrs_IS_SPACE,
  __pyx_e_5spacy_5attrs_IS_TITLE,
  __pyx_e_5spacy_5attrs_IS_UPPER,
  __pyx_e_5spacy_5attrs_LIKE_URL,
  __pyx_e_5spacy_5attrs_LIKE_NUM,
  __pyx_e_5spacy_5attrs_LIKE_EMAIL,
  __pyx_e_5spacy_5attrs_IS_STOP,
  __pyx_e_5spacy_5attrs_IS_OOV_DEPRECATED,
  __pyx_e_5spacy_5attrs_IS_BRACKET,
  __pyx_e_5spacy_5attrs_IS_QUOTE,
  __pyx_e_5spacy_5attrs_IS_LEFT_PUNCT,
  __pyx_e_5spacy_5attrs_IS_RIGHT_PUNCT,
  __pyx_e_5spacy_5attrs_IS_CURRENCY,
  __pyx_e_5spacy_5attrs_FLAG19 = 19,
  __pyx_e_5spacy_5attrs_FLAG20,
  __pyx_e_5spacy_5attrs_FLAG21,
  __pyx_e_5spacy_5attrs_FLAG22,
  __pyx_e_5spacy_5attrs_FLAG23,
  __pyx_e_5spacy_5attrs_FLAG24,
  __pyx_e_5spacy_5attrs_FLAG25,
  __pyx_e_5spacy_5attrs_FLAG26,
  __pyx_e_5spacy_5attrs_FLAG27,
  __pyx_e_5spacy_5attrs_FLAG28,
  __pyx_e_5spacy_5attrs_FLAG29,
  __pyx_e_5spacy_5attrs_FLAG30,
  __pyx_e_5spacy_5attrs_FLAG31,
  __pyx_e_5spacy_5attrs_FLAG32,
  __pyx_e_5spacy_5attrs_FLAG33,
  __pyx_e_5spacy_5attrs_FLAG34,
  __pyx_e_5spacy_5attrs_FLAG35,
  __pyx_e_5spacy_5attrs_FLAG36,
  __pyx_e_5spacy_5attrs_FLAG37,
  __pyx_e_5spacy_5attrs_FLAG38,
  __pyx_e_5spacy_5attrs_FLAG39,
  __pyx_e_5spacy_5attrs_FLAG40,
  __pyx_e_5spacy_5attrs_FLAG41,
  __pyx_e_5spacy_5attrs_FLAG42,
  __pyx_e_5spacy_5attrs_FLAG43,
  __pyx_e_5spacy_5attrs_FLAG44,
  __pyx_e_5spacy_5attrs_FLAG45,
  __pyx_e_5spacy_5attrs_FLAG46,
  __pyx_e_5spacy_5attrs_FLAG47,
  __pyx_e_5spacy_5attrs_FLAG48,
  __pyx_e_5spacy_5attrs_FLAG49,
  __pyx_e_5spacy_5attrs_FLAG50,
  __pyx_e_5spacy_5attrs_FLAG51,
  __pyx_e_5spacy_5attrs_FLAG52,
  __pyx_e_5spacy_5attrs_FLAG53,
  __pyx_e_5spacy_5attrs_FLAG54,
  __pyx_e_5spacy_5attrs_FLAG55,
  __pyx_e_5spacy_5attrs_FLAG56,
  __pyx_e_5spacy_5attrs_FLAG57,
  __pyx_e_5spacy_5attrs_FLAG58,
  __pyx_e_5spacy_5attrs_FLAG59,
  __pyx_e_5spacy_5attrs_FLAG60,
  __pyx_e_5spacy_5attrs_FLAG61,
  __pyx_e_5spacy_5attrs_FLAG62,
  __pyx_e_5spacy_5attrs_FLAG63,
  __pyx_e_5spacy_5attrs_ID,
  __pyx_e_5spacy_5attrs_ORTH,
  __pyx_e_5spacy_5attrs_LOWER,
  __pyx_e_5spacy_5attrs_NORM,
  __pyx_e_5spacy_5attrs_SHAPE,
  __pyx_e_5spacy_5attrs_PREFIX,
  __pyx_e_5spacy_5attrs_SUFFIX,
  __pyx_e_5spacy_5attrs_LENGTH,
  __pyx_e_5spacy_5attrs_CLUSTER,
  __pyx_e_5spacy_5attrs_LEMMA,
  __pyx_e_5spacy_5attrs_POS,
  __pyx_e_5spacy_5attrs_TAG,
  __pyx_e_5spacy_5attrs_DEP,
  __pyx_e_5spacy_5attrs_ENT_IOB,
  __pyx_e_5spacy_5attrs_ENT_TYPE,
  __pyx_e_5spacy_5attrs_HEAD,
  __pyx_e_5spacy_5attrs_SENT_START,
  __pyx_e_5spacy_5attrs_SPACY,
  __pyx_e_5spacy_5attrs_PROB,
  __pyx_e_5spacy_5attrs_LANG,
  __pyx_e_5spacy_5attrs_ENT_KB_ID = __pyx_e_5spacy_7symbols_ENT_KB_ID,
  __pyx_e_5spacy_5attrs_MORPH,
  __pyx_e_5spacy_5attrs_ENT_ID = __pyx_e_5spacy_7symbols_ENT_ID,
  __pyx_e_5spacy_5attrs_IDX,
  __pyx_e_5spacy_5attrs_SENT_END
};

/* "tokens/doc.pxd":14
 * 
 * 
 * ctypedef const LexemeC* const_Lexeme_ptr             # <<<<<<<<<<<<<<
 * ctypedef const TokenC* const_TokenC_ptr
 * 
 */
typedef struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_t_5spacy_6tokens_3doc_const_Lexeme_ptr;

/* "tokens/doc.pxd":15
 * 
 * ctypedef const LexemeC* const_Lexeme_ptr
 * ctypedef const TokenC* const_TokenC_ptr             # <<<<<<<<<<<<<<
 * 
 * ctypedef fused LexemeOrToken:
 */
typedef struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_6tokens_3doc_const_TokenC_ptr;

/* "cymem/cymem.pxd":4
 * ctypedef void (*free_t)(void *p)
 * 
 * cdef class PyMalloc:             # <<<<<<<<<<<<<<
 *     cdef malloc_t malloc
 *     cdef void _set(self, malloc_t malloc)
 */
struct __pyx_obj_5cymem_5cymem_PyMalloc {
  PyObject_HEAD
  struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc *__pyx_vtab;
  __pyx_t_5cymem_5cymem_malloc_t malloc;
};


/* "cymem/cymem.pxd":10
 * cdef PyMalloc WrapMalloc(malloc_t malloc)
 * 
 * cdef class PyFree:             # <<<<<<<<<<<<<<
 *     cdef free_t free
 *     cdef void _set(self, free_t free)
 */
struct __pyx_obj_5cymem_5cymem_PyFree {
  PyObject_HEAD
  struct __pyx_vtabstruct_5cymem_5cymem_PyFree *__pyx_vtab;
  __pyx_t_5cymem_5cymem_free_t free;
};


/* "cymem/cymem.pxd":16
 * cdef PyFree WrapFree(free_t free)
 * 
 * cdef class Pool:             # <<<<<<<<<<<<<<
 *     cdef readonly size_t size
 *     cdef readonly dict addresses
 */
struct __pyx_obj_5cymem_5cymem_Pool {
  PyObject_HEAD
  struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtab;
  size_t size;
  PyObject *addresses;
  PyObject *refs;
  struct __pyx_obj_5cymem_5cymem_PyMalloc *pymalloc;
  struct __pyx_obj_5cymem_5cymem_PyFree *pyfree;
};


/* "cymem/cymem.pxd":28
 * 
 * 
 * cdef class Address:             # <<<<<<<<<<<<<<
 *     cdef void* ptr
 *     cdef readonly PyMalloc pymalloc
 */
struct __pyx_obj_5cymem_5cymem_Address {
  PyObject_HEAD
  void *ptr;
  struct __pyx_obj_5cymem_5cymem_PyMalloc *pymalloc;
  struct __pyx_obj_5cymem_5cymem_PyFree *pyfree;
};


/* "preshed/maps.pxd":45
 * 
 * 
 * cdef class PreshMap:             # <<<<<<<<<<<<<<
 *     cdef MapStruct* c_map
 *     cdef Pool mem
 */
struct __pyx_obj_7preshed_4maps_PreshMap {
  PyObject_HEAD
  struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtab;
  struct __pyx_t_7preshed_4maps_MapStruct *c_map;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
};


/* "preshed/maps.pxd":53
 * 
 * 
 * cdef class PreshMapArray:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef MapStruct* maps
 */
struct __pyx_obj_7preshed_4maps_PreshMapArray {
  PyObject_HEAD
  struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  struct __pyx_t_7preshed_4maps_MapStruct *maps;
  size_t length;
};


/* "strings.pxd":22
 * 
 * 
 * cdef class StringStore:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 * 
 */
struct __pyx_obj_5spacy_7strings_StringStore {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_7strings_StringStore *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  std::vector<__pyx_t_5spacy_8typedefs_hash_t>  keys;
  struct __pyx_obj_7preshed_4maps_PreshMap *_map;
};


/* "morphology.pxd":11
 * 
 * 
 * cdef class Morphology:             # <<<<<<<<<<<<<<
 *     cdef readonly Pool mem
 *     cdef readonly StringStore strings
 */
struct __pyx_obj_5spacy_10morphology_Morphology {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_10morphology_Morphology *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  struct __pyx_obj_5spacy_7strings_StringStore *strings;
  struct __pyx_obj_7preshed_4maps_PreshMap *tags;
};


/* "vocab.pxd":26
 * 
 * 
 * cdef class Vocab:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef readonly StringStore strings
 */
struct __pyx_obj_5spacy_5vocab_Vocab {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_5vocab_Vocab *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  struct __pyx_obj_5spacy_7strings_StringStore *strings;
  struct __pyx_obj_5spacy_10morphology_Morphology *morphology;
  PyObject *_vectors;
  PyObject *_lookups;
  PyObject *writing_system;
  PyObject *get_noun_chunks;
  int length;
  PyObject *_unused_object;
  PyObject *lex_attr_getters;
  PyObject *cfg;
  struct __pyx_obj_7preshed_4maps_PreshMap *_by_orth;
};


/* "tokens/doc.pxd":37
 * 
 * 
 * cdef class Doc:             # <<<<<<<<<<<<<<
 *     cdef readonly Pool mem
 *     cdef readonly Vocab vocab
 */
struct __pyx_obj_5spacy_6tokens_3doc_Doc {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
  PyObject *_vector;
  PyObject *_vector_norm;
  PyObject *tensor;
  PyObject *cats;
  PyObject *user_data;
  PyObject *spans;
  struct __pyx_t_5spacy_7structs_TokenC *c;
  float sentiment;
  PyObject *user_hooks;
  PyObject *user_token_hooks;
  PyObject *user_span_hooks;
  int has_unknown_spaces;
  PyObject *_context;
  int length;
  int max_length;
  PyObject *noun_chunks_iterator;
  PyObject *__weakref__;
};


/* "matcher/phrasematcher.pxd":11
 * 
 * 
 * cdef class PhraseMatcher:             # <<<<<<<<<<<<<<
 *     cdef readonly Vocab vocab
 *     cdef attr_id_t attr
 */
struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_7matcher_13phrasematcher_PhraseMatcher *__pyx_vtab;
  struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
  enum __pyx_t_5spacy_5attrs_attr_id_t attr;
  PyObject *_callbacks;
  PyObject *_docs;
  int _validate;
  struct __pyx_t_7preshed_4maps_MapStruct *c_map;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  __pyx_t_7preshed_4maps_key_t _terminal_hash;
};


/* "lexeme.pxd":15
 * cdef attr_t OOV_RANK
 * 
 * cdef class Lexeme:             # <<<<<<<<<<<<<<
 *     cdef LexemeC* c
 *     cdef readonly Vocab vocab
 */
struct __pyx_obj_5spacy_6lexeme_Lexeme {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_6lexeme_Lexeme *__pyx_vtab;
  struct __pyx_t_5spacy_7structs_LexemeC *c;
  struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
  __pyx_t_5spacy_8typedefs_attr_t orth;
};


/* "spacy/tokenizer.pxd":13
 * 
 * 
 * cdef class Tokenizer:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef PreshMap _cache
 */
struct __pyx_obj_5spacy_9tokenizer_Tokenizer {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  struct __pyx_obj_7preshed_4maps_PreshMap *_cache;
  struct __pyx_obj_7preshed_4maps_PreshMap *_specials;
  struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
  PyObject *_token_match;
  PyObject *_url_match;
  PyObject *_prefix_search;
  PyObject *_suffix_search;
  PyObject *_infix_finditer;
  PyObject *_rules;
  struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher *_special_matcher;
  int _faster_heuristics;
  int _unused_int2;
};


/* "spacy/tokenizer.pyx":207
 *         return doc
 * 
 *     def pipe(self, texts, batch_size=1000):             # <<<<<<<<<<<<<<
 *         """Tokenize a stream of texts.
 * 
 */
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe {
  PyObject_HEAD
  PyObject *__pyx_v_batch_size;
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self;
  PyObject *__pyx_v_text;
  PyObject *__pyx_v_texts;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
};


/* "spacy/tokenizer.pyx":625
 *         self._load_special_cases(self._rules)
 * 
 *     def explain(self, text):             # <<<<<<<<<<<<<<
 *         """A debugging tokenizer that provides information about which
 *         tokenizer rule or pattern was matched for each token. The tokens
 */
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain {
  PyObject_HEAD
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self;
  PyObject *__pyx_v_special_cases;
  PyObject *__pyx_v_substring;
};


/* "spacy/tokenizer.pyx":659
 *             while substring:
 *                 if substring in special_cases:
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                     continue
 */
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *__pyx_outer_scope;
  PyObject *__pyx_v_e;
  PyObject *__pyx_v_i;
  PyObject *__pyx_t_0;
  PyObject *__pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
};


/* "spacy/tokenizer.pyx":668
 *                         break
 *                     if substring in special_cases:
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                         substring = ''
 *                         break
 */
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *__pyx_outer_scope;
  PyObject *__pyx_v_e;
  PyObject *__pyx_v_i;
  PyObject *__pyx_t_0;
  PyObject *__pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
};


/* "spacy/tokenizer.pyx":696
 *                     substring = ''
 *                 elif substring in special_cases:
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                 elif list(infix_finditer(substring)):
 */
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *__pyx_outer_scope;
  PyObject *__pyx_v_e;
  PyObject *__pyx_v_i;
  PyObject *__pyx_t_0;
  PyObject *__pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
};


/* "spacy/tokenizer.pyx":777
 *         return self
 * 
 *     def to_bytes(self, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Serialize the current state to a binary string.
 * 
 */
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes {
  PyObject_HEAD
  PyObject *__pyx_v_exclude;
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self;
};


/* "spacy/tokenizer.pyx":797
 *         return util.to_bytes(serializers, exclude)
 * 
 *     def from_bytes(self, bytes_data, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Load state from a binary string.
 * 
 */
struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes {
  PyObject_HEAD
  PyObject *__pyx_v_data;
  PyObject *__pyx_v_exclude;
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self;
};


/* "View.MemoryView":106
 * 
 * @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":280
 * 
 * @cname('__pyx_MemviewEnum')
 * cdef class Enum(object):             # <<<<<<<<<<<<<<
 *     cdef object name
 *     def __init__(self, name):
 */
struct __pyx_MemviewEnum_obj {
  PyObject_HEAD
  PyObject *name;
};


/* "View.MemoryView":331
 * 
 * @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":967
 * 
 * @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 *);
};



/* "cymem/cymem.pxd":4
 * ctypedef void (*free_t)(void *p)
 * 
 * cdef class PyMalloc:             # <<<<<<<<<<<<<<
 *     cdef malloc_t malloc
 *     cdef void _set(self, malloc_t malloc)
 */

struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc {
  void (*_set)(struct __pyx_obj_5cymem_5cymem_PyMalloc *, __pyx_t_5cymem_5cymem_malloc_t);
};
static struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc *__pyx_vtabptr_5cymem_5cymem_PyMalloc;


/* "cymem/cymem.pxd":10
 * cdef PyMalloc WrapMalloc(malloc_t malloc)
 * 
 * cdef class PyFree:             # <<<<<<<<<<<<<<
 *     cdef free_t free
 *     cdef void _set(self, free_t free)
 */

struct __pyx_vtabstruct_5cymem_5cymem_PyFree {
  void (*_set)(struct __pyx_obj_5cymem_5cymem_PyFree *, __pyx_t_5cymem_5cymem_free_t);
};
static struct __pyx_vtabstruct_5cymem_5cymem_PyFree *__pyx_vtabptr_5cymem_5cymem_PyFree;


/* "cymem/cymem.pxd":16
 * cdef PyFree WrapFree(free_t free)
 * 
 * cdef class Pool:             # <<<<<<<<<<<<<<
 *     cdef readonly size_t size
 *     cdef readonly dict addresses
 */

struct __pyx_vtabstruct_5cymem_5cymem_Pool {
  void *(*alloc)(struct __pyx_obj_5cymem_5cymem_Pool *, size_t, size_t);
  void (*free)(struct __pyx_obj_5cymem_5cymem_Pool *, void *);
  void *(*realloc)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, size_t);
};
static struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtabptr_5cymem_5cymem_Pool;


/* "preshed/maps.pxd":45
 * 
 * 
 * cdef class PreshMap:             # <<<<<<<<<<<<<<
 *     cdef MapStruct* c_map
 *     cdef Pool mem
 */

struct __pyx_vtabstruct_7preshed_4maps_PreshMap {
  void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t);
  void (*set)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t, void *);
};
static struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtabptr_7preshed_4maps_PreshMap;


/* "preshed/maps.pxd":53
 * 
 * 
 * cdef class PreshMapArray:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef MapStruct* maps
 */

struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray {
  void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t);
  void (*set)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t, void *);
};
static struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtabptr_7preshed_4maps_PreshMapArray;


/* "strings.pxd":22
 * 
 * 
 * cdef class StringStore:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 * 
 */

struct __pyx_vtabstruct_5spacy_7strings_StringStore {
  __pyx_t_5spacy_7strings_Utf8Str const *(*intern_unicode)(struct __pyx_obj_5spacy_7strings_StringStore *, PyObject *);
  __pyx_t_5spacy_7strings_Utf8Str const *(*_intern_utf8)(struct __pyx_obj_5spacy_7strings_StringStore *, char *, int);
};
static struct __pyx_vtabstruct_5spacy_7strings_StringStore *__pyx_vtabptr_5spacy_7strings_StringStore;


/* "morphology.pxd":11
 * 
 * 
 * cdef class Morphology:             # <<<<<<<<<<<<<<
 *     cdef readonly Pool mem
 *     cdef readonly StringStore strings
 */

struct __pyx_vtabstruct_5spacy_10morphology_Morphology {
  struct __pyx_t_5spacy_7structs_MorphAnalysisC (*create_morph_tag)(struct __pyx_obj_5spacy_10morphology_Morphology *, PyObject *);
  int (*insert)(struct __pyx_obj_5spacy_10morphology_Morphology *, struct __pyx_t_5spacy_7structs_MorphAnalysisC);
};
static struct __pyx_vtabstruct_5spacy_10morphology_Morphology *__pyx_vtabptr_5spacy_10morphology_Morphology;


/* "vocab.pxd":26
 * 
 * 
 * cdef class Vocab:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef readonly StringStore strings
 */

struct __pyx_vtabstruct_5spacy_5vocab_Vocab {
  struct __pyx_t_5spacy_7structs_LexemeC const *(*get)(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_obj_5cymem_5cymem_Pool *, PyObject *);
  struct __pyx_t_5spacy_7structs_LexemeC const *(*get_by_orth)(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_obj_5cymem_5cymem_Pool *, __pyx_t_5spacy_8typedefs_attr_t);
  struct __pyx_t_5spacy_7structs_TokenC const *(*make_fused_token)(struct __pyx_obj_5spacy_5vocab_Vocab *, PyObject *);
  struct __pyx_t_5spacy_7structs_LexemeC const *(*_new_lexeme)(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_obj_5cymem_5cymem_Pool *, PyObject *);
  int (*_add_lex_to_vocab)(struct __pyx_obj_5spacy_5vocab_Vocab *, __pyx_t_5spacy_8typedefs_hash_t, struct __pyx_t_5spacy_7structs_LexemeC const *);
};
static struct __pyx_vtabstruct_5spacy_5vocab_Vocab *__pyx_vtabptr_5spacy_5vocab_Vocab;


/* "tokens/doc.pxd":37
 * 
 * 
 * cdef class Doc:             # <<<<<<<<<<<<<<
 *     cdef readonly Pool mem
 *     cdef readonly Vocab vocab
 */

struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc {
  PyArrayObject *(*to_array)(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, PyObject *, int __pyx_skip_dispatch);
  int (*__pyx_fuse_0push_back)(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, __pyx_t_5spacy_6tokens_3doc_const_Lexeme_ptr, int);
  int (*__pyx_fuse_1push_back)(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, __pyx_t_5spacy_6tokens_3doc_const_TokenC_ptr, int);
};
static struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *__pyx_vtabptr_5spacy_6tokens_3doc_Doc;


/* "matcher/phrasematcher.pxd":11
 * 
 * 
 * cdef class PhraseMatcher:             # <<<<<<<<<<<<<<
 *     cdef readonly Vocab vocab
 *     cdef attr_id_t attr
 */

struct __pyx_vtabstruct_5spacy_7matcher_13phrasematcher_PhraseMatcher {
  void (*find_matches)(struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, int, int, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  *);
};
static struct __pyx_vtabstruct_5spacy_7matcher_13phrasematcher_PhraseMatcher *__pyx_vtabptr_5spacy_7matcher_13phrasematcher_PhraseMatcher;


/* "lexeme.pxd":15
 * cdef attr_t OOV_RANK
 * 
 * cdef class Lexeme:             # <<<<<<<<<<<<<<
 *     cdef LexemeC* c
 *     cdef readonly Vocab vocab
 */

struct __pyx_vtabstruct_5spacy_6lexeme_Lexeme {
  struct __pyx_obj_5spacy_6lexeme_Lexeme *(*from_ptr)(struct __pyx_t_5spacy_7structs_LexemeC *, struct __pyx_obj_5spacy_5vocab_Vocab *);
  void (*set_struct_attr)(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, __pyx_t_5spacy_8typedefs_attr_t);
  __pyx_t_5spacy_8typedefs_attr_t (*get_struct_attr)(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
  int (*c_check_flag)(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
  int (*c_set_flag)(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, int);
};
static struct __pyx_vtabstruct_5spacy_6lexeme_Lexeme *__pyx_vtabptr_5spacy_6lexeme_Lexeme;
static CYTHON_INLINE struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_f_5spacy_6lexeme_6Lexeme_from_ptr(struct __pyx_t_5spacy_7structs_LexemeC *, struct __pyx_obj_5spacy_5vocab_Vocab *);
static CYTHON_INLINE void __pyx_f_5spacy_6lexeme_6Lexeme_set_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, __pyx_t_5spacy_8typedefs_attr_t);
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *, enum __pyx_t_5spacy_5attrs_attr_id_t, int);


/* "spacy/tokenizer.pyx":29
 * 
 * 
 * cdef class Tokenizer:             # <<<<<<<<<<<<<<
 *     """Segment text, and create Doc objects with the discovered segment
 *     boundaries.
 */

struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer {
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *(*_tokenize_affixes)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, PyObject *, int);
  int (*_apply_special_cases)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *);
  void (*_filter_special_spans)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &, int);
  PyObject *(*_prepare_special_spans)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &);
  int (*_retokenize_special_spans)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, struct __pyx_t_5spacy_7structs_TokenC *, PyObject *);
  int (*_try_specials_and_cache)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, __pyx_t_5spacy_8typedefs_hash_t, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, int *, int);
  int (*_tokenize)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, PyObject *, __pyx_t_5spacy_8typedefs_hash_t, int *, int);
  PyObject *(*_split_affixes)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5cymem_5cymem_Pool *, PyObject *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, int *, int);
  int (*_attach_tokens)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, PyObject *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, int *, int);
  int (*_save_cached)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_t_5spacy_7structs_TokenC const *, __pyx_t_5spacy_8typedefs_hash_t, int *, int);
};
static struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *__pyx_vtabptr_5spacy_9tokenizer_Tokenizer;


/* "View.MemoryView":106
 * 
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */

struct __pyx_vtabstruct_array {
  PyObject *(*get_memview)(struct __pyx_array_obj *);
};
static struct __pyx_vtabstruct_array *__pyx_vtabptr_array;


/* "View.MemoryView":331
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */

struct __pyx_vtabstruct_memoryview {
  char *(*get_item_pointer)(struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*is_slice)(struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*setitem_slice_assignment)(struct __pyx_memoryview_obj *, PyObject *, PyObject *);
  PyObject *(*setitem_slice_assign_scalar)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*setitem_indexed)(struct __pyx_memoryview_obj *, PyObject *, PyObject *);
  PyObject *(*convert_item_to_object)(struct __pyx_memoryview_obj *, char *);
  PyObject *(*assign_item_from_object)(struct __pyx_memoryview_obj *, char *, PyObject *);
};
static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview;


/* "View.MemoryView":967
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */

struct __pyx_vtabstruct__memoryviewslice {
  struct __pyx_vtabstruct_memoryview __pyx_base;
};
static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice;

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

/* PyObjectGetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

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

/* 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);

/* 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);

/* ArgTypeTest.proto */
#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
    ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\
        __Pyx__ArgTypeTest(obj, type, name, exact))
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);

/* PyThreadStateGet.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
#define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
#define __Pyx_PyErr_Occurred()  __pyx_tstate->curexc_type
#else
#define __Pyx_PyThreadState_declare
#define __Pyx_PyThreadState_assign
#define __Pyx_PyErr_Occurred()  PyErr_Occurred()
#endif

/* PyErrFetchRestore.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
#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);
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
#else
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#endif
#else
#define __Pyx_PyErr_Clear() PyErr_Clear()
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchInState(tstate, 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

/* Profile.proto */
#ifndef CYTHON_PROFILE
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
  #define CYTHON_PROFILE 0
#else
  #define CYTHON_PROFILE 1
#endif
#endif
#ifndef CYTHON_TRACE_NOGIL
  #define CYTHON_TRACE_NOGIL 0
#else
  #if CYTHON_TRACE_NOGIL && !defined(CYTHON_TRACE)
    #define CYTHON_TRACE 1
  #endif
#endif
#ifndef CYTHON_TRACE
  #define CYTHON_TRACE 0
#endif
#if CYTHON_TRACE
  #undef CYTHON_PROFILE_REUSE_FRAME
#endif
#ifndef CYTHON_PROFILE_REUSE_FRAME
  #define CYTHON_PROFILE_REUSE_FRAME 0
#endif
#if CYTHON_PROFILE || CYTHON_TRACE
  #include "compile.h"
  #include "frameobject.h"
  #include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
  #if CYTHON_PROFILE_REUSE_FRAME
    #define CYTHON_FRAME_MODIFIER static
    #define CYTHON_FRAME_DEL(frame)
  #else
    #define CYTHON_FRAME_MODIFIER
    #define CYTHON_FRAME_DEL(frame) Py_CLEAR(frame)
  #endif
  #define __Pyx_TraceDeclarations\
      static PyCodeObject *__pyx_frame_code = NULL;\
      CYTHON_FRAME_MODIFIER PyFrameObject *__pyx_frame = NULL;\
      int __Pyx_use_tracing = 0;
  #define __Pyx_TraceFrameInit(codeobj)\
      if (codeobj) __pyx_frame_code = (PyCodeObject*) codeobj;
#if PY_VERSION_HEX >= 0x030b00a2
  #define __Pyx_IsTracing(tstate, check_tracing, check_funcs)\
     (unlikely((tstate)->cframe->use_tracing) &&\
         (!(check_tracing) || !(tstate)->tracing) &&\
         (!(check_funcs) || (tstate)->c_profilefunc || (CYTHON_TRACE && (tstate)->c_tracefunc)))
  #define __Pyx_EnterTracing(tstate) PyThreadState_EnterTracing(tstate)
  #define __Pyx_LeaveTracing(tstate) PyThreadState_LeaveTracing(tstate)
#elif PY_VERSION_HEX >= 0x030a00b1
  #define __Pyx_IsTracing(tstate, check_tracing, check_funcs)\
     (unlikely((tstate)->cframe->use_tracing) &&\
         (!(check_tracing) || !(tstate)->tracing) &&\
         (!(check_funcs) || (tstate)->c_profilefunc || (CYTHON_TRACE && (tstate)->c_tracefunc)))
  #define __Pyx_EnterTracing(tstate)\
      do { tstate->tracing++; tstate->cframe->use_tracing = 0; } while (0)
  #define __Pyx_LeaveTracing(tstate)\
      do {\
          tstate->tracing--;\
          tstate->cframe->use_tracing = ((CYTHON_TRACE && tstate->c_tracefunc != NULL)\
                                 || tstate->c_profilefunc != NULL);\
      } while (0)
#else
  #define __Pyx_IsTracing(tstate, check_tracing, check_funcs)\
     (unlikely((tstate)->use_tracing) &&\
         (!(check_tracing) || !(tstate)->tracing) &&\
         (!(check_funcs) || (tstate)->c_profilefunc || (CYTHON_TRACE && (tstate)->c_tracefunc)))
  #define __Pyx_EnterTracing(tstate)\
      do { tstate->tracing++; tstate->use_tracing = 0; } while (0)
  #define __Pyx_LeaveTracing(tstate)\
      do {\
          tstate->tracing--;\
          tstate->use_tracing = ((CYTHON_TRACE && tstate->c_tracefunc != NULL)\
                                         || tstate->c_profilefunc != NULL);\
      } while (0)
#endif
  #ifdef WITH_THREAD
  #define __Pyx_TraceCall(funcname, srcfile, firstlineno, nogil, goto_error)\
  if (nogil) {\
      if (CYTHON_TRACE_NOGIL) {\
          PyThreadState *tstate;\
          PyGILState_STATE state = PyGILState_Ensure();\
          tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 1, 1)) {\
              __Pyx_use_tracing = __Pyx_TraceSetupAndCall(&__pyx_frame_code, &__pyx_frame, tstate, funcname, srcfile, firstlineno);\
          }\
          PyGILState_Release(state);\
          if (unlikely(__Pyx_use_tracing < 0)) goto_error;\
      }\
  } else {\
      PyThreadState* tstate = PyThreadState_GET();\
      if (__Pyx_IsTracing(tstate, 1, 1)) {\
          __Pyx_use_tracing = __Pyx_TraceSetupAndCall(&__pyx_frame_code, &__pyx_frame, tstate, funcname, srcfile, firstlineno);\
          if (unlikely(__Pyx_use_tracing < 0)) goto_error;\
      }\
  }
  #else
  #define __Pyx_TraceCall(funcname, srcfile, firstlineno, nogil, goto_error)\
  {   PyThreadState* tstate = PyThreadState_GET();\
      if (__Pyx_IsTracing(tstate, 1, 1)) {\
          __Pyx_use_tracing = __Pyx_TraceSetupAndCall(&__pyx_frame_code, &__pyx_frame, tstate, funcname, srcfile, firstlineno);\
          if (unlikely(__Pyx_use_tracing < 0)) goto_error;\
      }\
  }
  #endif
  #define __Pyx_TraceException()\
  if (likely(!__Pyx_use_tracing)); else {\
      PyThreadState* tstate = __Pyx_PyThreadState_Current;\
      if (__Pyx_IsTracing(tstate, 0, 1)) {\
          __Pyx_EnterTracing(tstate);\
          PyObject *exc_info = __Pyx_GetExceptionTuple(tstate);\
          if (exc_info) {\
              if (CYTHON_TRACE && tstate->c_tracefunc)\
                  tstate->c_tracefunc(\
                      tstate->c_traceobj, __pyx_frame, PyTrace_EXCEPTION, exc_info);\
              tstate->c_profilefunc(\
                  tstate->c_profileobj, __pyx_frame, PyTrace_EXCEPTION, exc_info);\
              Py_DECREF(exc_info);\
          }\
          __Pyx_LeaveTracing(tstate);\
      }\
  }
  static void __Pyx_call_return_trace_func(PyThreadState *tstate, PyFrameObject *frame, PyObject *result) {
      PyObject *type, *value, *traceback;
      __Pyx_ErrFetchInState(tstate, &type, &value, &traceback);
      __Pyx_EnterTracing(tstate);
      if (CYTHON_TRACE && tstate->c_tracefunc)
          tstate->c_tracefunc(tstate->c_traceobj, frame, PyTrace_RETURN, result);
      if (tstate->c_profilefunc)
          tstate->c_profilefunc(tstate->c_profileobj, frame, PyTrace_RETURN, result);
      CYTHON_FRAME_DEL(frame);
      __Pyx_LeaveTracing(tstate);
      __Pyx_ErrRestoreInState(tstate, type, value, traceback);
  }
  #ifdef WITH_THREAD
  #define __Pyx_TraceReturn(result, nogil)\
  if (likely(!__Pyx_use_tracing)); else {\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyThreadState *tstate;\
              PyGILState_STATE state = PyGILState_Ensure();\
              tstate = __Pyx_PyThreadState_Current;\
              if (__Pyx_IsTracing(tstate, 0, 0)) {\
                  __Pyx_call_return_trace_func(tstate, __pyx_frame, (PyObject*)result);\
              }\
              PyGILState_Release(state);\
          }\
      } else {\
          PyThreadState* tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 0, 0)) {\
              __Pyx_call_return_trace_func(tstate, __pyx_frame, (PyObject*)result);\
          }\
      }\
  }
  #else
  #define __Pyx_TraceReturn(result, nogil)\
  if (likely(!__Pyx_use_tracing)); else {\
      PyThreadState* tstate = __Pyx_PyThreadState_Current;\
      if (__Pyx_IsTracing(tstate, 0, 0)) {\
          __Pyx_call_return_trace_func(tstate, __pyx_frame, (PyObject*)result);\
      }\
  }
  #endif
  static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno);
  static int __Pyx_TraceSetupAndCall(PyCodeObject** code, PyFrameObject** frame, PyThreadState* tstate, const char *funcname, const char *srcfile, int firstlineno);
#else
  #define __Pyx_TraceDeclarations
  #define __Pyx_TraceFrameInit(codeobj)
  #define __Pyx_TraceCall(funcname, srcfile, firstlineno, nogil, goto_error)   if ((1)); else goto_error;
  #define __Pyx_TraceException()
  #define __Pyx_TraceReturn(result, nogil)
#endif
#if CYTHON_TRACE
  static int __Pyx_call_line_trace_func(PyThreadState *tstate, PyFrameObject *frame, int lineno) {
      int ret;
      PyObject *type, *value, *traceback;
      __Pyx_ErrFetchInState(tstate, &type, &value, &traceback);
      __Pyx_PyFrame_SetLineNumber(frame, lineno);
      __Pyx_EnterTracing(tstate);
      ret = tstate->c_tracefunc(tstate->c_traceobj, frame, PyTrace_LINE, NULL);
      __Pyx_LeaveTracing(tstate);
      if (likely(!ret)) {
          __Pyx_ErrRestoreInState(tstate, type, value, traceback);
      } else {
          Py_XDECREF(type);
          Py_XDECREF(value);
          Py_XDECREF(traceback);
      }
      return ret;
  }
  #ifdef WITH_THREAD
  #define __Pyx_TraceLine(lineno, nogil, goto_error)\
  if (likely(!__Pyx_use_tracing)); else {\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              int ret = 0;\
              PyThreadState *tstate;\
              PyGILState_STATE state = PyGILState_Ensure();\
              tstate = __Pyx_PyThreadState_Current;\
              if (__Pyx_IsTracing(tstate, 0, 0) && tstate->c_tracefunc && __pyx_frame->f_trace) {\
                  ret = __Pyx_call_line_trace_func(tstate, __pyx_frame, lineno);\
              }\
              PyGILState_Release(state);\
              if (unlikely(ret)) goto_error;\
          }\
      } else {\
          PyThreadState* tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 0, 0) && tstate->c_tracefunc && __pyx_frame->f_trace) {\
              int ret = __Pyx_call_line_trace_func(tstate, __pyx_frame, lineno);\
              if (unlikely(ret)) goto_error;\
          }\
      }\
  }
  #else
  #define __Pyx_TraceLine(lineno, nogil, goto_error)\
  if (likely(!__Pyx_use_tracing)); else {\
      PyThreadState* tstate = __Pyx_PyThreadState_Current;\
      if (__Pyx_IsTracing(tstate, 0, 0) && tstate->c_tracefunc && __pyx_frame->f_trace) {\
          int ret = __Pyx_call_line_trace_func(tstate, __pyx_frame, lineno);\
          if (unlikely(ret)) goto_error;\
      }\
  }
  #endif
#else
  #define __Pyx_TraceLine(lineno, nogil, goto_error)   if ((1)); else goto_error;
#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, Py_ssize_t nargs, PyObject *kwargs);
#else
#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs)
#endif
#define __Pyx_BUILD_ASSERT_EXPR(cond)\
    (sizeof(char [1 - 2*!(cond)]) - 1)
#ifndef Py_MEMBER_SIZE
#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
#endif
#if CYTHON_FAST_PYCALL
  static size_t __pyx_pyframe_localsplus_offset = 0;
  #include "frameobject.h"
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
  #define __Pxy_PyFrame_Initialize_Offsets()\
    ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
     (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
  #define __Pyx_PyFrame_GetLocalsplus(frame)\
    (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
#endif // CYTHON_FAST_PYCALL
#endif

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

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

/* 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

/* PyObjectSetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL)
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
#else
#define __Pyx_PyObject_DelAttrStr(o,n)   PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#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

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

/* PyObjectCall2Args.proto */
static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);

/* PyDictVersioning.proto */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
#define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
#define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
    (version_var) = __PYX_GET_DICT_VERSION(dict);\
    (cache_var) = (value);
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
        (VAR) = __pyx_dict_cached_value;\
    } else {\
        (VAR) = __pyx_dict_cached_value = (LOOKUP);\
        __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
    }\
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
#else
#define __PYX_GET_DICT_VERSION(dict)  (0)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
#endif

/* GetModuleGlobalName.proto */
#if CYTHON_USE_DICT_VERSIONS
#define __Pyx_GetModuleGlobalName(var, name)  {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
        (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
        __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
}
#define __Pyx_GetModuleGlobalNameUncached(var, name)  {\
    PY_UINT64_T __pyx_dict_version;\
    PyObject *__pyx_dict_cached_value;\
    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
}
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
#else
#define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
#define __Pyx_GetModuleGlobalNameUncached(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
#endif

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

/* 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 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);

/* 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

/* 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);
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#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);

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

/* 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);

/* 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));
}

/* PyIntCompare.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_NeObjC(PyObject *op1, PyObject *op2, long intval, long inplace);

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

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

/* ObjectGetItem.proto */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key);
#else
#define __Pyx_PyObject_GetItem(obj, key)  PyObject_GetItem(obj, key)
#endif

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

/* DictGetItem.proto */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
#define __Pyx_PyObject_Dict_GetItem(obj, name)\
    (likely(PyDict_CheckExact(obj)) ?\
     __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
#else
#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
#endif

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

/* PyObjectFormatSimple.proto */
#if CYTHON_COMPILING_IN_PYPY
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#elif PY_MAJOR_VERSION < 3
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        likely(PyString_CheckExact(s)) ? PyUnicode_FromEncodedObject(s, NULL, "strict") :\
        PyObject_Format(s, f))
#elif CYTHON_USE_TYPE_SLOTS
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_str(s) :\
        likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_str(s) :\
        PyObject_Format(s, f))
#else
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#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));
}

/* 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
}

/* 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);
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

/* PyIntCompare.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, long inplace);

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

/* GetTopmostException.proto */
#if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
#endif

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

/* 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

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

/* CythonFunctionShared.proto */
#define __Pyx_CyFunction_USED 1
#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;
    size_t defaults_size;  // used by FusedFunction for copying defaults
    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_Check(obj)  (__Pyx_TypeCheck(obj, __pyx_CyFunctionType))
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, 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);

/* CythonFunction.proto */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);

/* dict_setdefault.proto */
static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value, int is_safe_type);

/* UnpackUnboundCMethod.proto */
typedef struct {
    PyObject *type;
    PyObject **method_name;
    PyCFunction func;
    PyObject *method;
    int flag;
} __Pyx_CachedCFunction;

/* CallUnboundCMethod2.proto */
static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2);
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030600B1
static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2);
#else
#define __Pyx_CallUnboundCMethod2(cfunc, self, arg1, arg2)  __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2)
#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

/* tp_new.proto */
#define __Pyx_tp_new(type_obj, args) __Pyx_tp_new_kwargs(type_obj, args, NULL)
static CYTHON_INLINE PyObject* __Pyx_tp_new_kwargs(PyObject* type_obj, PyObject* args, PyObject* kwargs) {
    return (PyObject*) (((PyTypeObject*)type_obj)->tp_new((PyTypeObject*)type_obj, args, kwargs));
}

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

/* DivInt[Py_ssize_t].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*/
/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

/* decode_c_string_utf16.proto */
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 0;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16LE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = -1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16BE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}

/* 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));

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

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

/* 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

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

/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
#else
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
#endif
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)

static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
/* DivInt[long].proto */
static CYTHON_INLINE long __Pyx_div_long(long, long);

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

/* HasAttr.proto */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);

/* PyObject_GenericGetAttrNoDict.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
#endif

/* PyObject_GenericGetAttr.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
#endif

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

/* PyObjectGetAttrStrNoError.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);

/* SetupReduce.proto */
static int __Pyx_setup_reduce(PyObject* type_obj);

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto
#define __PYX_HAVE_RT_ImportType_proto
enum __Pyx_ImportType_CheckSize {
   __Pyx_ImportType_CheckSize_Error = 0,
   __Pyx_ImportType_CheckSize_Warn = 1,
   __Pyx_ImportType_CheckSize_Ignore = 2
};
static PyTypeObject *__Pyx_ImportType(PyObject* module, const char *module_name, const char *class_name, size_t size, enum __Pyx_ImportType_CheckSize check_size);
#endif

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

/* CLineInTraceback.proto */
#ifdef CYTHON_CLINE_IN_TRACEBACK
#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
#else
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
#endif

/* 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);

/* GCCDiagnostics.proto */
#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
#define __Pyx_HAS_GCC_DIAGNOSTIC
#endif

/* CppExceptionConversion.proto */
#ifndef __Pyx_CppExn2PyErr
#include <new>
#include <typeinfo>
#include <stdexcept>
#include <ios>
static void __Pyx_CppExn2PyErr() {
  try {
    if (PyErr_Occurred())
      ; // let the latest Python exn pass through and ignore the current one
    else
      throw;
  } catch (const std::bad_alloc& exn) {
    PyErr_SetString(PyExc_MemoryError, exn.what());
  } catch (const std::bad_cast& exn) {
    PyErr_SetString(PyExc_TypeError, exn.what());
  } catch (const std::bad_typeid& exn) {
    PyErr_SetString(PyExc_TypeError, exn.what());
  } catch (const std::domain_error& exn) {
    PyErr_SetString(PyExc_ValueError, exn.what());
  } catch (const std::invalid_argument& exn) {
    PyErr_SetString(PyExc_ValueError, exn.what());
  } catch (const std::ios_base::failure& exn) {
    PyErr_SetString(PyExc_IOError, exn.what());
  } catch (const std::out_of_range& exn) {
    PyErr_SetString(PyExc_IndexError, exn.what());
  } catch (const std::overflow_error& exn) {
    PyErr_SetString(PyExc_OverflowError, exn.what());
  } catch (const std::range_error& exn) {
    PyErr_SetString(PyExc_ArithmeticError, exn.what());
  } catch (const std::underflow_error& exn) {
    PyErr_SetString(PyExc_ArithmeticError, exn.what());
  } catch (const std::exception& exn) {
    PyErr_SetString(PyExc_RuntimeError, exn.what());
  }
  catch (...)
  {
    PyErr_SetString(PyExc_RuntimeError, "Unknown exception");
  }
}
#endif

/* None.proto */
#include <new>

/* RealImag.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #define __Pyx_CREAL(z) ((z).real())
    #define __Pyx_CIMAG(z) ((z).imag())
  #else
    #define __Pyx_CREAL(z) (__real__(z))
    #define __Pyx_CIMAG(z) (__imag__(z))
  #endif
#else
    #define __Pyx_CREAL(z) ((z).real)
    #define __Pyx_CIMAG(z) ((z).imag)
#endif
#if defined(__cplusplus) && CYTHON_CCOMPLEX\
        && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
    #define __Pyx_SET_CREAL(z,x) ((z).real(x))
    #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
#else
    #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
    #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX
    #define __Pyx_c_eq_float(a, b)   ((a)==(b))
    #define __Pyx_c_sum_float(a, b)  ((a)+(b))
    #define __Pyx_c_diff_float(a, b) ((a)-(b))
    #define __Pyx_c_prod_float(a, b) ((a)*(b))
    #define __Pyx_c_quot_float(a, b) ((a)/(b))
    #define __Pyx_c_neg_float(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
    #define __Pyx_c_conj_float(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (::std::abs(z))
        #define __Pyx_c_pow_float(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_float(z) ((z)==0)
    #define __Pyx_c_conj_float(z)    (conjf(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (cabsf(z))
        #define __Pyx_c_pow_float(a, b)  (cpowf(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
    #endif
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX
    #define __Pyx_c_eq_double(a, b)   ((a)==(b))
    #define __Pyx_c_sum_double(a, b)  ((a)+(b))
    #define __Pyx_c_diff_double(a, b) ((a)-(b))
    #define __Pyx_c_prod_double(a, b) ((a)*(b))
    #define __Pyx_c_quot_double(a, b) ((a)/(b))
    #define __Pyx_c_neg_double(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
    #define __Pyx_c_conj_double(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (::std::abs(z))
        #define __Pyx_c_pow_double(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_double(z) ((z)==0)
    #define __Pyx_c_conj_double(z)    (conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (cabs(z))
        #define __Pyx_c_pow_double(a, b)  (cpow(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
    #endif
#endif

#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];
} __Pyx_LocalBuf_ND;

/* MemviewSliceIsContig.proto */
static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim);

/* OverlappingSlices.proto */
static int __pyx_slices_overlap(__Pyx_memviewslice *slice1,
                                __Pyx_memviewslice *slice2,
                                int ndim, size_t itemsize);

/* Capsule.proto */
static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig);

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

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

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

/* CIntFromPy.proto */
static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *);

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

/* MemviewSliceCopyTemplate.proto */
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);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value);

/* 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);

/* CIntFromPy.proto */
static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *);

/* PyObjectGetMethod.proto */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);

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

/* CoroutineBase.proto */
typedef PyObject *(*__pyx_coroutine_body_t)(PyObject *, PyThreadState *, PyObject *);
#if CYTHON_USE_EXC_INFO_STACK
#define __Pyx_ExcInfoStruct  _PyErr_StackItem
#else
typedef struct {
    PyObject *exc_type;
    PyObject *exc_value;
    PyObject *exc_traceback;
} __Pyx_ExcInfoStruct;
#endif
typedef struct {
    PyObject_HEAD
    __pyx_coroutine_body_t body;
    PyObject *closure;
    __Pyx_ExcInfoStruct gi_exc_state;
    PyObject *gi_weakreflist;
    PyObject *classobj;
    PyObject *yieldfrom;
    PyObject *gi_name;
    PyObject *gi_qualname;
    PyObject *gi_modulename;
    PyObject *gi_code;
    PyObject *gi_frame;
    int resume_label;
    char is_running;
} __pyx_CoroutineObject;
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
    PyTypeObject *type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
    PyObject *name, PyObject *qualname, PyObject *module_name);
static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit(
            __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name);
static CYTHON_INLINE void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *self);
static int __Pyx_Coroutine_clear(PyObject *self);
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value);
static PyObject *__Pyx_Coroutine_Close(PyObject *self);
static PyObject *__Pyx_Coroutine_Throw(PyObject *gen, PyObject *args);
#if CYTHON_USE_EXC_INFO_STACK
#define __Pyx_Coroutine_SwapException(self)
#define __Pyx_Coroutine_ResetAndClearException(self)  __Pyx_Coroutine_ExceptionClear(&(self)->gi_exc_state)
#else
#define __Pyx_Coroutine_SwapException(self) {\
    __Pyx_ExceptionSwap(&(self)->gi_exc_state.exc_type, &(self)->gi_exc_state.exc_value, &(self)->gi_exc_state.exc_traceback);\
    __Pyx_Coroutine_ResetFrameBackpointer(&(self)->gi_exc_state);\
    }
#define __Pyx_Coroutine_ResetAndClearException(self) {\
    __Pyx_ExceptionReset((self)->gi_exc_state.exc_type, (self)->gi_exc_state.exc_value, (self)->gi_exc_state.exc_traceback);\
    (self)->gi_exc_state.exc_type = (self)->gi_exc_state.exc_value = (self)->gi_exc_state.exc_traceback = NULL;\
    }
#endif
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\
    __Pyx_PyGen__FetchStopIterationValue(__pyx_tstate, pvalue)
#else
#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, pvalue)
#endif
static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *tstate, PyObject **pvalue);
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state);

/* PatchModuleWithCoroutine.proto */
static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code);

/* PatchGeneratorABC.proto */
static int __Pyx_patch_abc(void);

/* Generator.proto */
#define __Pyx_Generator_USED
static PyTypeObject *__pyx_GeneratorType = 0;
#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType)
#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\
    __Pyx__Coroutine_New(__pyx_GeneratorType, body, code, closure, name, qualname, module_name)
static PyObject *__Pyx_Generator_Next(PyObject *self);
static int __pyx_Generator_init(void);

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

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

/* FunctionImport.proto */
static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig);

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

static struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_f_5spacy_9tokenizer_9Tokenizer__tokenize_affixes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string, int __pyx_v_with_special_cases); /* proto*/
static int __pyx_f_5spacy_9tokenizer_9Tokenizer__apply_special_cases(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc); /* proto*/
static void __pyx_f_5spacy_9tokenizer_9Tokenizer__filter_special_spans(CYTHON_UNUSED struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &__pyx_v_original, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &__pyx_v_filtered, CYTHON_UNUSED int __pyx_v_doc_len); /* proto*/
static PyObject *__pyx_f_5spacy_9tokenizer_9Tokenizer__prepare_special_spans(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &__pyx_v_filtered); /* proto*/
static int __pyx_f_5spacy_9tokenizer_9Tokenizer__retokenize_special_spans(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc, struct __pyx_t_5spacy_7structs_TokenC *__pyx_v_tokens, PyObject *__pyx_v_span_data); /* proto*/
static int __pyx_f_5spacy_9tokenizer_9Tokenizer__try_specials_and_cache(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_key, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_tokens, int *__pyx_v_has_special, int __pyx_v_with_special_cases); /* proto*/
static int __pyx_f_5spacy_9tokenizer_9Tokenizer__tokenize(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_tokens, PyObject *__pyx_v_span, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_orig_key, int *__pyx_v_has_special, int __pyx_v_with_special_cases); /* proto*/
static PyObject *__pyx_f_5spacy_9tokenizer_9Tokenizer__split_affixes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5cymem_5cymem_Pool *__pyx_v_mem, PyObject *__pyx_v_string, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_prefixes, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_suffixes, CYTHON_UNUSED int *__pyx_v_has_special, int __pyx_v_with_special_cases); /* proto*/
static int __pyx_f_5spacy_9tokenizer_9Tokenizer__attach_tokens(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_tokens, PyObject *__pyx_v_string, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_prefixes, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_suffixes, int *__pyx_v_has_special, int __pyx_v_with_special_cases); /* proto*/
static int __pyx_f_5spacy_9tokenizer_9Tokenizer__save_cached(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_tokens, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_key, int *__pyx_v_has_special, int __pyx_v_n); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_f_5spacy_6lexeme_6Lexeme_from_ptr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab); /* proto*/
static CYTHON_INLINE void __pyx_f_5spacy_6lexeme_6Lexeme_set_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_name, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_value); /* proto*/
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lexeme, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id, int __pyx_v_value); /* 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 'libcpp.vector' */

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

/* Module declarations from 'cymem.cymem' */
static PyTypeObject *__pyx_ptype_5cymem_5cymem_PyMalloc = 0;
static PyTypeObject *__pyx_ptype_5cymem_5cymem_PyFree = 0;
static PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool = 0;
static PyTypeObject *__pyx_ptype_5cymem_5cymem_Address = 0;

/* Module declarations from 'preshed.maps' */
static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap = 0;
static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray = 0;

/* Module declarations from 'spacy.typedefs' */

/* Module declarations from 'libcpp.utility' */

/* Module declarations from 'libcpp.unordered_set' */

/* Module declarations from 'libcpp.unordered_map' */

/* Module declarations from 'spacy' */

/* Module declarations from 'spacy.symbols' */

/* Module declarations from 'spacy.parts_of_speech' */

/* Module declarations from 'spacy.structs' */

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

/* Module declarations from 'murmurhash.mrmr' */
static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/

/* Module declarations from 'spacy.strings' */
static PyTypeObject *__pyx_ptype_5spacy_7strings_StringStore = 0;
static __pyx_t_5spacy_8typedefs_hash_t (*__pyx_f_5spacy_7strings_hash_string)(PyObject *, int __pyx_skip_dispatch); /*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' */

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

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

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

/* 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_generic = 0;
static PyTypeObject *__pyx_ptype_5numpy_number = 0;
static PyTypeObject *__pyx_ptype_5numpy_integer = 0;
static PyTypeObject *__pyx_ptype_5numpy_signedinteger = 0;
static PyTypeObject *__pyx_ptype_5numpy_unsignedinteger = 0;
static PyTypeObject *__pyx_ptype_5numpy_inexact = 0;
static PyTypeObject *__pyx_ptype_5numpy_floating = 0;
static PyTypeObject *__pyx_ptype_5numpy_complexfloating = 0;
static PyTypeObject *__pyx_ptype_5numpy_flexible = 0;
static PyTypeObject *__pyx_ptype_5numpy_character = 0;
static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;

/* Module declarations from 'spacy.morphology' */
static PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphology = 0;

/* Module declarations from 'spacy.vocab' */
static PyTypeObject *__pyx_ptype_5spacy_5vocab_Vocab = 0;
static struct __pyx_t_5spacy_7structs_LexemeC *__pyx_vp_5spacy_5vocab_EMPTY_LEXEME = 0;
#define __pyx_v_5spacy_5vocab_EMPTY_LEXEME (*__pyx_vp_5spacy_5vocab_EMPTY_LEXEME)

/* Module declarations from 'spacy.attrs' */

/* Module declarations from 'spacy.tokens.doc' */
static PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc_Doc = 0;

/* Module declarations from 'spacy.matcher.phrasematcher' */
static PyTypeObject *__pyx_ptype_5spacy_7matcher_13phrasematcher_PhraseMatcher = 0;

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

/* Module declarations from 'cython' */

/* Module declarations from 'spacy.lexeme' */
static PyTypeObject *__pyx_ptype_5spacy_6lexeme_Lexeme = 0;
static struct __pyx_t_5spacy_7structs_LexemeC *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0;
#define __pyx_v_5spacy_6lexeme_EMPTY_LEXEME (*__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME)
static __pyx_t_5spacy_8typedefs_attr_t *__pyx_vp_5spacy_6lexeme_OOV_RANK = 0;
#define __pyx_v_5spacy_6lexeme_OOV_RANK (*__pyx_vp_5spacy_6lexeme_OOV_RANK)

/* Module declarations from 'spacy.tokenizer' */
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer_Tokenizer = 0;
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct__pipe = 0;
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_1_explain = 0;
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_2_genexpr = 0;
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_3_genexpr = 0;
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_4_genexpr = 0;
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes = 0;
static PyTypeObject *__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes = 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 int __pyx_f_5spacy_9tokenizer_len_start_cmp(struct __pyx_t_5spacy_7structs_SpanC, struct __pyx_t_5spacy_7structs_SpanC); /*proto*/
static int __pyx_f_5spacy_9tokenizer_start_cmp(struct __pyx_t_5spacy_7structs_SpanC, struct __pyx_t_5spacy_7structs_SpanC); /*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 PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/
#define __Pyx_MODULE_NAME "spacy.tokenizer"
extern int __pyx_module_is_main_spacy__tokenizer;
int __pyx_module_is_main_spacy__tokenizer = 0;

/* Implementation of 'spacy.tokenizer' */
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_reversed;
static PyObject *__pyx_builtin_zip;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
static PyObject *__pyx_builtin_IndexError;
static const char __pyx_k_O[] = "O";
static const char __pyx_k_a[] = "a^";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_d[] = "d";
static const char __pyx_k_e[] = "e";
static const char __pyx_k_i[] = "i";
static const char __pyx_k_j[] = "j";
static const char __pyx_k_k[] = "k";
static const char __pyx_k_s[] = "s";
static const char __pyx_k_t[] = "t";
static const char __pyx_k__2[] = " ";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_rb[] = "rb";
static const char __pyx_k_re[] = "re";
static const char __pyx_k_wb[] = "wb";
static const char __pyx_k__12[] = "";
static const char __pyx_k_add[] = "add";
static const char __pyx_k_doc[] = "doc";
static const char __pyx_k_end[] = "end";
static const char __pyx_k_exc[] = "exc";
static const char __pyx_k_get[] = "get";
static const char __pyx_k_key[] = "key";
static const char __pyx_k_msg[] = "msg";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_zip[] = "zip";
static const char __pyx_k_E025[] = "E025";
static const char __pyx_k_E997[] = "E997";
static const char __pyx_k_NORM[] = "NORM";
static const char __pyx_k_ORTH[] = "ORTH";
static const char __pyx_k_Span[] = "Span";
static const char __pyx_k_args[] = "args";
static const char __pyx_k_attr[] = "attr";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_data[] = "data";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_exit[] = "__exit__";
static const char __pyx_k_file[] = "file_";
static const char __pyx_k_join[] = "join";
static const char __pyx_k_keys[] = "keys";
static const char __pyx_k_m_id[] = "m_id";
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_open[] = "open";
static const char __pyx_k_orth[] = "orth";
static const char __pyx_k_pack[] = "pack";
static const char __pyx_k_path[] = "path";
static const char __pyx_k_pipe[] = "pipe";
static const char __pyx_k_read[] = "read";
static const char __pyx_k_self[] = "__self__";
static const char __pyx_k_send[] = "send";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_span[] = "span";
static const char __pyx_k_spec[] = "spec";
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_text[] = "text";
static const char __pyx_k_util[] = "util";
static const char __pyx_k_word[] = "word";
static const char __pyx_k_ASCII[] = "ASCII";
static const char __pyx_k_E1005[] = "E1005";
static const char __pyx_k_INFIX[] = "INFIX";
static const char __pyx_k_TOKEN[] = "TOKEN";
static const char __pyx_k_attrs[] = "attrs";
static const char __pyx_k_chunk[] = "chunk";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_enter[] = "__enter__";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_items[] = "items";
static const char __pyx_k_label[] = "label";
static const char __pyx_k_match[] = "match";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_regex[] = "regex";
static const char __pyx_k_rules[] = "rules";
static const char __pyx_k_score[] = "score";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_space[] = "space";
static const char __pyx_k_spans[] = "spans";
static const char __pyx_k_split[] = "split";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_texts[] = "texts";
static const char __pyx_k_throw[] = "throw";
static const char __pyx_k_vocab[] = "vocab";
static const char __pyx_k_words[] = "words";
static const char __pyx_k_write[] = "write";
static const char __pyx_k_Errors[] = "Errors";
static const char __pyx_k_PREFIX[] = "PREFIX";
static const char __pyx_k_SUFFIX[] = "SUFFIX";
static const char __pyx_k_Scorer[] = "Scorer";
static const char __pyx_k_cached[] = "cached";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_errors[] = "errors";
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_length[] = "length";
static const char __pyx_k_name_2[] = "__name__";
static const char __pyx_k_offset[] = "offset";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_scorer[] = "scorer";
static const char __pyx_k_search[] = "search";
static const char __pyx_k_self_2[] = "self";
static const char __pyx_k_spaces[] = "spaces";
static const char __pyx_k_string[] = "string";
static const char __pyx_k_struct[] = "struct";
static const char __pyx_k_tokens[] = "tokens";
static const char __pyx_k_unpack[] = "unpack";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_SPECIAL[] = "SPECIAL-";
static const char __pyx_k_compile[] = "compile";
static const char __pyx_k_exclude[] = "exclude";
static const char __pyx_k_explain[] = "explain";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_genexpr[] = "genexpr";
static const char __pyx_k_infixes[] = "infixes";
static const char __pyx_k_isspace[] = "isspace";
static const char __pyx_k_label_2[] = "label_";
static const char __pyx_k_matches[] = "matches";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_pattern[] = "pattern";
static const char __pyx_k_realloc[] = "_realloc";
static const char __pyx_k_symbols[] = "symbols";
static const char __pyx_k_t_words[] = "t_words";
static const char __pyx_k_to_disk[] = "to_disk";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_Warnings[] = "Warnings";
static const char __pyx_k_examples[] = "examples";
static const char __pyx_k_finditer[] = "finditer";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_itemsize[] = "itemsize";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_registry[] = "registry";
static const char __pyx_k_reversed[] = "reversed";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_suffixes[] = "suffixes";
static const char __pyx_k_t_spaces[] = "t_spaces";
static const char __pyx_k_to_bytes[] = "to_bytes";
static const char __pyx_k_training[] = "training";
static const char __pyx_k_warnings[] = "warnings";
static const char __pyx_k_Tokenizer[] = "Tokenizer";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_URL_MATCH[] = "URL_MATCH";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_from_disk[] = "from_disk";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_substring[] = "substring";
static const char __pyx_k_url_match[] = "url_match";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_batch_size[] = "batch_size";
static const char __pyx_k_bytes_data[] = "bytes_data";
static const char __pyx_k_exceptions[] = "exceptions";
static const char __pyx_k_find_infix[] = "find_infix";
static const char __pyx_k_from_bytes[] = "from_bytes";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_setdefault[] = "setdefault";
static const char __pyx_k_substrings[] = "substrings";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_MemoryError[] = "MemoryError";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_TOKEN_MATCH[] = "TOKEN_MATCH";
static const char __pyx_k_ensure_path[] = "ensure_path";
static const char __pyx_k_find_prefix[] = "find_prefix";
static const char __pyx_k_find_suffix[] = "find_suffix";
static const char __pyx_k_flush_cache[] = "_flush_cache";
static const char __pyx_k_reset_cache[] = "_reset_cache";
static const char __pyx_k_serializers[] = "serializers";
static const char __pyx_k_strings_map[] = "strings_map";
static const char __pyx_k_token_attrs[] = "token_attrs";
static const char __pyx_k_token_match[] = "token_match";
static const char __pyx_k_filter_spans[] = "filter_spans";
static const char __pyx_k_final_tokens[] = "final_tokens";
static const char __pyx_k_intify_attrs[] = "intify_attrs";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_stringsource[] = "stringsource";
static const char __pyx_k_deserializers[] = "deserializers";
static const char __pyx_k_do_deprecated[] = "_do_deprecated";
static const char __pyx_k_prefix_search[] = "prefix_search";
static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_special_cases[] = "special_cases";
static const char __pyx_k_special_token[] = "special_token";
static const char __pyx_k_stale_special[] = "stale_special";
static const char __pyx_k_suffix_search[] = "suffix_search";
static const char __pyx_k_Tokenizer_pipe[] = "Tokenizer.pipe";
static const char __pyx_k_flush_specials[] = "_flush_specials";
static const char __pyx_k_infix_finditer[] = "infix_finditer";
static const char __pyx_k_spans_by_start[] = "spans_by_start";
static const char __pyx_k_special_tokens[] = "special_tokens";
static const char __pyx_k_Tokenizer_score[] = "Tokenizer.score";
static const char __pyx_k_View_MemoryView[] = "View.MemoryView";
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_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_spacy_tokenizer[] = "spacy.tokenizer";
static const char __pyx_k_add_special_case[] = "add_special_case";
static const char __pyx_k_Tokenizer_explain[] = "Tokenizer.explain";
static const char __pyx_k_Tokenizer_to_disk[] = "Tokenizer.to_disk";
static const char __pyx_k_faster_heuristics[] = "faster_heuristics";
static const char __pyx_k_get_regex_pattern[] = "_get_regex_pattern";
static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum";
static const char __pyx_k_validate_examples[] = "validate_examples";
static const char __pyx_k_Tokenizer___reduce[] = "Tokenizer.__reduce__";
static const char __pyx_k_Tokenizer_to_bytes[] = "Tokenizer.to_bytes";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_load_special_cases[] = "_load_special_cases";
static const char __pyx_k_score_tokenization[] = "score_tokenization";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_Tokenizer_from_disk[] = "Tokenizer.from_disk";
static const char __pyx_k_spacy_tokenizer_pyx[] = "spacy\\tokenizer.pyx";
static const char __pyx_k_Tokenizer_find_infix[] = "Tokenizer.find_infix";
static const char __pyx_k_Tokenizer_from_bytes[] = "Tokenizer.from_bytes";
static const char __pyx_k_get_words_and_spaces[] = "get_words_and_spaces";
static const char __pyx_k_reload_special_cases[] = "_reload_special_cases";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_Tokenizer_find_prefix[] = "Tokenizer.find_prefix";
static const char __pyx_k_Tokenizer_find_suffix[] = "Tokenizer.find_suffix";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_validate_special_case[] = "_validate_special_case";
static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static const char __pyx_k_Tokenizer__flush_cache[] = "Tokenizer._flush_cache";
static const char __pyx_k_Tokenizer__reset_cache[] = "Tokenizer._reset_cache";
static const char __pyx_k_explain_locals_genexpr[] = "explain.<locals>.genexpr";
static const char __pyx_k_to_bytes_locals_lambda[] = "to_bytes.<locals>.<lambda>";
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_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static const char __pyx_k_from_bytes_locals_lambda[] = "from_bytes.<locals>.<lambda>";
static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static const char __pyx_k_Tokenizer__flush_specials[] = "Tokenizer._flush_specials";
static const char __pyx_k_Tokenizer___init___line_35[] = "Tokenizer.__init__ (line 35)";
static const char __pyx_k_Tokenizer_add_special_case[] = "Tokenizer.add_special_case";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static const char __pyx_k_Tokenizer__load_special_cases[] = "Tokenizer._load_special_cases";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_Tokenizer__reload_special_cases[] = "Tokenizer._reload_special_cases";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
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_Cannot_assign_to_read_only_memor[] = "Cannot assign to read-only memoryview";
static const char __pyx_k_Cannot_create_writable_memory_vi[] = "Cannot create writable memory view from read-only memoryview";
static const char __pyx_k_Create_a_Tokenizer_to_create_Doc[] = "Create a `Tokenizer`, to create `Doc` objects given unicode text.\n\n        vocab (Vocab): A storage container for lexical types.\n        rules (dict): Exceptions and special-cases for the tokenizer.\n        prefix_search (callable): A function matching the signature of\n            `re.compile(string).search` to match prefixes.\n        suffix_search (callable): A function matching the signature of\n            `re.compile(string).search` to match suffixes.\n        infix_finditer (callable): A function matching the signature of\n            `re.compile(string).finditer` to find infixes.\n        token_match (callable): A function matching the signature of\n            `re.compile(string).match`, for matching strings to be\n            recognized as tokens.\n        url_match (callable): A function matching the signature of\n            `re.compile(string).match`, for matching strings to be\n            recognized as urls.\n        faster_heuristics (bool): Whether to restrict the final\n            Matcher-based pass for rules to those containing affixes or space.\n            Defaults to True.\n\n        EXAMPLE:\n            >>> tokenizer = Tokenizer(nlp.vocab)\n\n        DOCS: https://spacy.io/api/tokenizer#init\n        ";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
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_Tokenizer__validate_special_case[] = "Tokenizer._validate_special_case";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
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_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__";
static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
static PyObject *__pyx_n_s_ASCII;
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_assign_to_read_only_memor;
static PyObject *__pyx_kp_s_Cannot_create_writable_memory_vi;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_kp_u_Create_a_Tokenizer_to_create_Doc;
static PyObject *__pyx_n_s_E025;
static PyObject *__pyx_n_s_E1005;
static PyObject *__pyx_n_s_E997;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_n_s_Errors;
static PyObject *__pyx_n_s_INFIX;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
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_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_NORM;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_n_s_ORTH;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_s_PREFIX;
static PyObject *__pyx_n_s_PickleError;
static PyObject *__pyx_kp_s_SPECIAL;
static PyObject *__pyx_kp_u_SPECIAL;
static PyObject *__pyx_n_s_SUFFIX;
static PyObject *__pyx_n_s_Scorer;
static PyObject *__pyx_n_s_Span;
static PyObject *__pyx_n_s_TOKEN;
static PyObject *__pyx_n_s_TOKEN_MATCH;
static PyObject *__pyx_n_s_Tokenizer;
static PyObject *__pyx_kp_u_Tokenizer___init___line_35;
static PyObject *__pyx_n_s_Tokenizer___reduce;
static PyObject *__pyx_n_s_Tokenizer__flush_cache;
static PyObject *__pyx_n_s_Tokenizer__flush_specials;
static PyObject *__pyx_n_s_Tokenizer__load_special_cases;
static PyObject *__pyx_n_s_Tokenizer__reload_special_cases;
static PyObject *__pyx_n_s_Tokenizer__reset_cache;
static PyObject *__pyx_n_s_Tokenizer__validate_special_case;
static PyObject *__pyx_n_s_Tokenizer_add_special_case;
static PyObject *__pyx_n_s_Tokenizer_explain;
static PyObject *__pyx_n_s_Tokenizer_find_infix;
static PyObject *__pyx_n_s_Tokenizer_find_prefix;
static PyObject *__pyx_n_s_Tokenizer_find_suffix;
static PyObject *__pyx_n_s_Tokenizer_from_bytes;
static PyObject *__pyx_n_s_Tokenizer_from_disk;
static PyObject *__pyx_n_s_Tokenizer_pipe;
static PyObject *__pyx_kp_s_Tokenizer_score;
static PyObject *__pyx_n_s_Tokenizer_to_bytes;
static PyObject *__pyx_n_s_Tokenizer_to_disk;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_n_s_URL_MATCH;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_s_View_MemoryView;
static PyObject *__pyx_n_s_Warnings;
static PyObject *__pyx_kp_s__12;
static PyObject *__pyx_kp_s__2;
static PyObject *__pyx_kp_s_a;
static PyObject *__pyx_n_s_add;
static PyObject *__pyx_n_s_add_special_case;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_attr;
static PyObject *__pyx_n_s_attrs;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_batch_size;
static PyObject *__pyx_n_s_bytes_data;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_cached;
static PyObject *__pyx_n_s_chunk;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_compile;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_n_s_d;
static PyObject *__pyx_n_s_data;
static PyObject *__pyx_n_s_deserializers;
static PyObject *__pyx_n_s_dict;
static PyObject *__pyx_n_s_do_deprecated;
static PyObject *__pyx_n_s_doc;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_e;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_end;
static PyObject *__pyx_n_s_ensure_path;
static PyObject *__pyx_n_s_enter;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_errors;
static PyObject *__pyx_n_s_examples;
static PyObject *__pyx_n_s_exc;
static PyObject *__pyx_n_s_exceptions;
static PyObject *__pyx_n_s_exclude;
static PyObject *__pyx_n_s_exit;
static PyObject *__pyx_n_s_explain;
static PyObject *__pyx_n_s_explain_locals_genexpr;
static PyObject *__pyx_n_s_faster_heuristics;
static PyObject *__pyx_n_s_file;
static PyObject *__pyx_n_s_filter_spans;
static PyObject *__pyx_n_s_final_tokens;
static PyObject *__pyx_n_s_find_infix;
static PyObject *__pyx_n_s_find_prefix;
static PyObject *__pyx_n_s_find_suffix;
static PyObject *__pyx_n_s_finditer;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_flush_cache;
static PyObject *__pyx_n_s_flush_specials;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_from_bytes;
static PyObject *__pyx_n_s_from_bytes_locals_lambda;
static PyObject *__pyx_n_s_from_disk;
static PyObject *__pyx_n_s_genexpr;
static PyObject *__pyx_n_s_get;
static PyObject *__pyx_n_s_get_regex_pattern;
static PyObject *__pyx_n_s_get_words_and_spaces;
static PyObject *__pyx_n_s_getstate;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_infix_finditer;
static PyObject *__pyx_n_s_infixes;
static PyObject *__pyx_n_s_intify_attrs;
static PyObject *__pyx_n_s_isspace;
static PyObject *__pyx_n_s_items;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_j;
static PyObject *__pyx_n_s_join;
static PyObject *__pyx_n_s_k;
static PyObject *__pyx_n_s_key;
static PyObject *__pyx_n_s_keys;
static PyObject *__pyx_n_s_kwargs;
static PyObject *__pyx_n_s_label;
static PyObject *__pyx_n_s_label_2;
static PyObject *__pyx_n_s_length;
static PyObject *__pyx_n_s_load_special_cases;
static PyObject *__pyx_n_s_m_id;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_match;
static PyObject *__pyx_n_s_matches;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_msg;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_new;
static PyObject *__pyx_kp_s_no_default___reduce___due_to_non;
static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to;
static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_offset;
static PyObject *__pyx_n_s_open;
static PyObject *__pyx_n_s_orth;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_path;
static PyObject *__pyx_n_s_pattern;
static PyObject *__pyx_n_s_pickle;
static PyObject *__pyx_n_s_pipe;
static PyObject *__pyx_n_s_prefix_search;
static PyObject *__pyx_n_s_pyx_PickleError;
static PyObject *__pyx_n_s_pyx_checksum;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_result;
static PyObject *__pyx_n_s_pyx_state;
static PyObject *__pyx_n_s_pyx_type;
static PyObject *__pyx_n_s_pyx_unpickle_Enum;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_rb;
static PyObject *__pyx_n_s_re;
static PyObject *__pyx_n_s_read;
static PyObject *__pyx_n_s_realloc;
static PyObject *__pyx_n_s_reduce;
static PyObject *__pyx_n_s_reduce_cython;
static PyObject *__pyx_n_s_reduce_ex;
static PyObject *__pyx_n_s_regex;
static PyObject *__pyx_n_s_registry;
static PyObject *__pyx_n_s_reload_special_cases;
static PyObject *__pyx_n_s_reset_cache;
static PyObject *__pyx_n_s_reversed;
static PyObject *__pyx_n_s_rules;
static PyObject *__pyx_n_s_s;
static PyObject *__pyx_n_s_score;
static PyObject *__pyx_n_s_score_tokenization;
static PyObject *__pyx_n_s_scorer;
static PyObject *__pyx_n_s_search;
static PyObject *__pyx_n_s_self;
static PyObject *__pyx_n_s_self_2;
static PyObject *__pyx_n_s_send;
static PyObject *__pyx_n_s_serializers;
static PyObject *__pyx_n_s_setdefault;
static PyObject *__pyx_n_s_setstate;
static PyObject *__pyx_n_s_setstate_cython;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_space;
static PyObject *__pyx_n_s_spaces;
static PyObject *__pyx_n_s_spacy_tokenizer;
static PyObject *__pyx_kp_s_spacy_tokenizer_pyx;
static PyObject *__pyx_n_s_span;
static PyObject *__pyx_n_s_spans;
static PyObject *__pyx_n_s_spans_by_start;
static PyObject *__pyx_n_s_spec;
static PyObject *__pyx_n_s_special_cases;
static PyObject *__pyx_n_s_special_token;
static PyObject *__pyx_n_s_special_tokens;
static PyObject *__pyx_n_s_split;
static PyObject *__pyx_n_s_stale_special;
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_string;
static PyObject *__pyx_n_s_strings_map;
static PyObject *__pyx_kp_s_stringsource;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_substring;
static PyObject *__pyx_n_s_substrings;
static PyObject *__pyx_n_s_suffix_search;
static PyObject *__pyx_n_s_suffixes;
static PyObject *__pyx_n_s_symbols;
static PyObject *__pyx_n_s_t;
static PyObject *__pyx_n_s_t_spaces;
static PyObject *__pyx_n_s_t_words;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_text;
static PyObject *__pyx_n_s_texts;
static PyObject *__pyx_n_s_throw;
static PyObject *__pyx_n_s_to_bytes;
static PyObject *__pyx_n_s_to_bytes_locals_lambda;
static PyObject *__pyx_n_s_to_disk;
static PyObject *__pyx_n_s_token_attrs;
static PyObject *__pyx_n_s_token_match;
static PyObject *__pyx_n_s_tokens;
static PyObject *__pyx_n_s_training;
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_unpack;
static PyObject *__pyx_n_s_update;
static PyObject *__pyx_n_s_url_match;
static PyObject *__pyx_n_s_util;
static PyObject *__pyx_n_s_validate_examples;
static PyObject *__pyx_n_s_validate_special_case;
static PyObject *__pyx_n_s_vocab;
static PyObject *__pyx_n_s_warnings;
static PyObject *__pyx_n_s_wb;
static PyObject *__pyx_n_s_word;
static PyObject *__pyx_n_s_words;
static PyObject *__pyx_n_s_write;
static PyObject *__pyx_n_s_zip;
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer___init__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab, PyObject *__pyx_v_rules, PyObject *__pyx_v_prefix_search, PyObject *__pyx_v_suffix_search, PyObject *__pyx_v_infix_finditer, PyObject *__pyx_v_token_match, PyObject *__pyx_v_url_match, PyObject *__pyx_v_faster_heuristics); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_11token_match___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_11token_match_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_token_match); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_9url_match___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_9url_match_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_url_match); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_13prefix_search___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_13prefix_search_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_prefix_search); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_13suffix_search___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_13suffix_search_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_suffix_search); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_14infix_finditer___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_14infix_finditer_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_infix_finditer); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_5rules___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_5rules_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_rules); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_17faster_heuristics___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_faster_heuristics); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_2__reduce__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_4__call__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_6pipe(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_texts, CYTHON_UNUSED PyObject *__pyx_v_batch_size); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_9_flush_cache(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_11_reset_cache(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_keys); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_13_flush_specials(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_15find_infix(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_17find_prefix(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_19find_suffix(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_21_load_special_cases(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_special_cases); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_23_validate_special_case(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_chunk, PyObject *__pyx_v_substrings); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_25add_special_case(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string, PyObject *__pyx_v_substrings); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_27_reload_special_cases(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_3genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_6genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_29explain(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_text); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_31score(CYTHON_UNUSED struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_examples, CYTHON_UNUSED PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_33to_disk(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_35from_disk(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda3(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda4(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda5(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda6(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda7(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda8(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda9(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda10(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_37to_bytes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda11(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda12(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda13(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda14(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda15(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda16(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda17(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda18(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_39from_bytes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_bytes_data, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_5vocab___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_9tokenizer__get_regex_pattern(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_regex); /* 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 Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* 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 PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* 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 PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* 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_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_tp_new_5spacy_9tokenizer_Tokenizer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct__pipe(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_1_explain(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_4_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_setdefault = {0, &__pyx_n_s_setdefault, 0, 0, 0};
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1;
static PyObject *__pyx_int_1000;
static PyObject *__pyx_int_112105877;
static PyObject *__pyx_int_136983863;
static PyObject *__pyx_int_184977713;
static PyObject *__pyx_int_neg_1;
static PyObject *__pyx_k__19;
static PyObject *__pyx_k__21;
static PyObject *__pyx_k__23;
static PyObject *__pyx_codeobj_;
static PyObject *__pyx_slice__42;
static PyObject *__pyx_tuple__18;
static PyObject *__pyx_tuple__26;
static PyObject *__pyx_tuple__27;
static PyObject *__pyx_tuple__28;
static PyObject *__pyx_tuple__29;
static PyObject *__pyx_tuple__30;
static PyObject *__pyx_tuple__31;
static PyObject *__pyx_tuple__32;
static PyObject *__pyx_tuple__33;
static PyObject *__pyx_tuple__34;
static PyObject *__pyx_tuple__35;
static PyObject *__pyx_tuple__36;
static PyObject *__pyx_tuple__37;
static PyObject *__pyx_tuple__38;
static PyObject *__pyx_tuple__39;
static PyObject *__pyx_tuple__40;
static PyObject *__pyx_tuple__41;
static PyObject *__pyx_tuple__43;
static PyObject *__pyx_tuple__44;
static PyObject *__pyx_tuple__45;
static PyObject *__pyx_tuple__47;
static PyObject *__pyx_tuple__48;
static PyObject *__pyx_tuple__49;
static PyObject *__pyx_tuple__50;
static PyObject *__pyx_tuple__51;
static PyObject *__pyx_tuple__52;
static PyObject *__pyx_tuple__53;
static PyObject *__pyx_tuple__54;
static PyObject *__pyx_tuple__55;
static PyObject *__pyx_tuple__56;
static PyObject *__pyx_tuple__57;
static PyObject *__pyx_tuple__58;
static PyObject *__pyx_tuple__59;
static PyObject *__pyx_tuple__60;
static PyObject *__pyx_tuple__61;
static PyObject *__pyx_tuple__62;
static PyObject *__pyx_tuple__63;
static PyObject *__pyx_tuple__64;
static PyObject *__pyx_tuple__65;
static PyObject *__pyx_tuple__66;
static PyObject *__pyx_tuple__67;
static PyObject *__pyx_tuple__68;
static PyObject *__pyx_tuple__69;
static PyObject *__pyx_tuple__70;
static PyObject *__pyx_tuple__71;
static PyObject *__pyx_tuple__72;
static PyObject *__pyx_codeobj__3;
static PyObject *__pyx_codeobj__4;
static PyObject *__pyx_codeobj__5;
static PyObject *__pyx_codeobj__6;
static PyObject *__pyx_codeobj__7;
static PyObject *__pyx_codeobj__8;
static PyObject *__pyx_codeobj__9;
static PyObject *__pyx_codeobj__10;
static PyObject *__pyx_codeobj__11;
static PyObject *__pyx_codeobj__13;
static PyObject *__pyx_codeobj__14;
static PyObject *__pyx_codeobj__15;
static PyObject *__pyx_codeobj__16;
static PyObject *__pyx_codeobj__17;
static PyObject *__pyx_codeobj__20;
static PyObject *__pyx_codeobj__22;
static PyObject *__pyx_codeobj__24;
static PyObject *__pyx_codeobj__25;
static PyObject *__pyx_codeobj__46;
/* Late includes */

/* "spacy/tokenizer.pyx":35
 *     DOCS: https://spacy.io/api/tokenizer
 *     """
 *     def __init__(self, Vocab vocab, rules=None, prefix_search=None,             # <<<<<<<<<<<<<<
 *                  suffix_search=None, infix_finditer=None, token_match=None,
 *                  url_match=None, faster_heuristics=True):
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer___init__[] = "Create a `Tokenizer`, to create `Doc` objects given unicode text.\n\n        vocab (Vocab): A storage container for lexical types.\n        rules (dict): Exceptions and special-cases for the tokenizer.\n        prefix_search (callable): A function matching the signature of\n            `re.compile(string).search` to match prefixes.\n        suffix_search (callable): A function matching the signature of\n            `re.compile(string).search` to match suffixes.\n        infix_finditer (callable): A function matching the signature of\n            `re.compile(string).finditer` to find infixes.\n        token_match (callable): A function matching the signature of\n            `re.compile(string).match`, for matching strings to be\n            recognized as tokens.\n        url_match (callable): A function matching the signature of\n            `re.compile(string).match`, for matching strings to be\n            recognized as urls.\n        faster_heuristics (bool): Whether to restrict the final\n            Matcher-based pass for rules to those containing affixes or space.\n            Defaults to True.\n\n        EXAMPLE:\n            >>> tokenizer = Tokenizer(nlp.vocab)\n\n        DOCS: https://spacy.io/api/tokenizer#init\n        ";
#if CYTHON_UPDATE_DESCRIPTOR_DOC
struct wrapperbase __pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer___init__;
#endif
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab = 0;
  PyObject *__pyx_v_rules = 0;
  PyObject *__pyx_v_prefix_search = 0;
  PyObject *__pyx_v_suffix_search = 0;
  PyObject *__pyx_v_infix_finditer = 0;
  PyObject *__pyx_v_token_match = 0;
  PyObject *__pyx_v_url_match = 0;
  PyObject *__pyx_v_faster_heuristics = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_vocab,&__pyx_n_s_rules,&__pyx_n_s_prefix_search,&__pyx_n_s_suffix_search,&__pyx_n_s_infix_finditer,&__pyx_n_s_token_match,&__pyx_n_s_url_match,&__pyx_n_s_faster_heuristics,0};
    PyObject* values[8] = {0,0,0,0,0,0,0,0};
    values[1] = ((PyObject *)Py_None);
    values[2] = ((PyObject *)Py_None);

    /* "spacy/tokenizer.pyx":36
 *     """
 *     def __init__(self, Vocab vocab, rules=None, prefix_search=None,
 *                  suffix_search=None, infix_finditer=None, token_match=None,             # <<<<<<<<<<<<<<
 *                  url_match=None, faster_heuristics=True):
 *         """Create a `Tokenizer`, to create `Doc` objects given unicode text.
 */
    values[3] = ((PyObject *)Py_None);
    values[4] = ((PyObject *)Py_None);
    values[5] = ((PyObject *)Py_None);

    /* "spacy/tokenizer.pyx":37
 *     def __init__(self, Vocab vocab, rules=None, prefix_search=None,
 *                  suffix_search=None, infix_finditer=None, token_match=None,
 *                  url_match=None, faster_heuristics=True):             # <<<<<<<<<<<<<<
 *         """Create a `Tokenizer`, to create `Doc` objects given unicode text.
 * 
 */
    values[6] = ((PyObject *)Py_None);
    values[7] = ((PyObject *)Py_True);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_vocab)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_rules);
          if (value) { values[1] = value; kw_args--; }
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_prefix_search);
          if (value) { values[2] = value; kw_args--; }
        }
        CYTHON_FALLTHROUGH;
        case  3:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_suffix_search);
          if (value) { values[3] = value; kw_args--; }
        }
        CYTHON_FALLTHROUGH;
        case  4:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_infix_finditer);
          if (value) { values[4] = value; kw_args--; }
        }
        CYTHON_FALLTHROUGH;
        case  5:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_token_match);
          if (value) { values[5] = value; kw_args--; }
        }
        CYTHON_FALLTHROUGH;
        case  6:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_url_match);
          if (value) { values[6] = value; kw_args--; }
        }
        CYTHON_FALLTHROUGH;
        case  7:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_faster_heuristics);
          if (value) { values[7] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) __PYX_ERR(0, 35, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7);
        CYTHON_FALLTHROUGH;
        case  7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6);
        CYTHON_FALLTHROUGH;
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        CYTHON_FALLTHROUGH;
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_vocab = ((struct __pyx_obj_5spacy_5vocab_Vocab *)values[0]);
    __pyx_v_rules = values[1];
    __pyx_v_prefix_search = values[2];
    __pyx_v_suffix_search = values[3];
    __pyx_v_infix_finditer = values[4];
    __pyx_v_token_match = values[5];
    __pyx_v_url_match = values[6];
    __pyx_v_faster_heuristics = values[7];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 1, 8, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 35, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_vocab), __pyx_ptype_5spacy_5vocab_Vocab, 1, "vocab", 0))) __PYX_ERR(0, 35, __pyx_L1_error)
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer___init__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_vocab, __pyx_v_rules, __pyx_v_prefix_search, __pyx_v_suffix_search, __pyx_v_infix_finditer, __pyx_v_token_match, __pyx_v_url_match, __pyx_v_faster_heuristics);

  /* "spacy/tokenizer.pyx":35
 *     DOCS: https://spacy.io/api/tokenizer
 *     """
 *     def __init__(self, Vocab vocab, rules=None, prefix_search=None,             # <<<<<<<<<<<<<<
 *                  suffix_search=None, infix_finditer=None, token_match=None,
 *                  url_match=None, faster_heuristics=True):
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer___init__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab, PyObject *__pyx_v_rules, PyObject *__pyx_v_prefix_search, PyObject *__pyx_v_suffix_search, PyObject *__pyx_v_infix_finditer, PyObject *__pyx_v_token_match, PyObject *__pyx_v_url_match, PyObject *__pyx_v_faster_heuristics) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);
  __Pyx_TraceCall("__init__", __pyx_f[0], 35, 0, __PYX_ERR(0, 35, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":63
 *         DOCS: https://spacy.io/api/tokenizer#init
 *         """
 *         self.mem = Pool()             # <<<<<<<<<<<<<<
 *         self._cache = PreshMap()
 *         self._specials = PreshMap()
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_5cymem_5cymem_Pool)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 63, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->mem);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->mem));
  __pyx_v_self->mem = ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":64
 *         """
 *         self.mem = Pool()
 *         self._cache = PreshMap()             # <<<<<<<<<<<<<<
 *         self._specials = PreshMap()
 *         self.token_match = token_match
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_7preshed_4maps_PreshMap)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 64, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_cache);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->_cache));
  __pyx_v_self->_cache = ((struct __pyx_obj_7preshed_4maps_PreshMap *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":65
 *         self.mem = Pool()
 *         self._cache = PreshMap()
 *         self._specials = PreshMap()             # <<<<<<<<<<<<<<
 *         self.token_match = token_match
 *         self.url_match = url_match
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_7preshed_4maps_PreshMap)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 65, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_specials);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->_specials));
  __pyx_v_self->_specials = ((struct __pyx_obj_7preshed_4maps_PreshMap *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":66
 *         self._cache = PreshMap()
 *         self._specials = PreshMap()
 *         self.token_match = token_match             # <<<<<<<<<<<<<<
 *         self.url_match = url_match
 *         self.prefix_search = prefix_search
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_token_match, __pyx_v_token_match) < 0) __PYX_ERR(0, 66, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":67
 *         self._specials = PreshMap()
 *         self.token_match = token_match
 *         self.url_match = url_match             # <<<<<<<<<<<<<<
 *         self.prefix_search = prefix_search
 *         self.suffix_search = suffix_search
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_url_match, __pyx_v_url_match) < 0) __PYX_ERR(0, 67, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":68
 *         self.token_match = token_match
 *         self.url_match = url_match
 *         self.prefix_search = prefix_search             # <<<<<<<<<<<<<<
 *         self.suffix_search = suffix_search
 *         self.infix_finditer = infix_finditer
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_prefix_search, __pyx_v_prefix_search) < 0) __PYX_ERR(0, 68, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":69
 *         self.url_match = url_match
 *         self.prefix_search = prefix_search
 *         self.suffix_search = suffix_search             # <<<<<<<<<<<<<<
 *         self.infix_finditer = infix_finditer
 *         self.vocab = vocab
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_suffix_search, __pyx_v_suffix_search) < 0) __PYX_ERR(0, 69, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":70
 *         self.prefix_search = prefix_search
 *         self.suffix_search = suffix_search
 *         self.infix_finditer = infix_finditer             # <<<<<<<<<<<<<<
 *         self.vocab = vocab
 *         self.faster_heuristics = faster_heuristics
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_infix_finditer, __pyx_v_infix_finditer) < 0) __PYX_ERR(0, 70, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":71
 *         self.suffix_search = suffix_search
 *         self.infix_finditer = infix_finditer
 *         self.vocab = vocab             # <<<<<<<<<<<<<<
 *         self.faster_heuristics = faster_heuristics
 *         self._rules = {}
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_vocab));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_vocab));
  __Pyx_GOTREF(__pyx_v_self->vocab);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->vocab));
  __pyx_v_self->vocab = __pyx_v_vocab;

  /* "spacy/tokenizer.pyx":72
 *         self.infix_finditer = infix_finditer
 *         self.vocab = vocab
 *         self.faster_heuristics = faster_heuristics             # <<<<<<<<<<<<<<
 *         self._rules = {}
 *         self._special_matcher = PhraseMatcher(self.vocab)
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_faster_heuristics, __pyx_v_faster_heuristics) < 0) __PYX_ERR(0, 72, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":73
 *         self.vocab = vocab
 *         self.faster_heuristics = faster_heuristics
 *         self._rules = {}             # <<<<<<<<<<<<<<
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         self._load_special_cases(rules)
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 73, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_rules);
  __Pyx_DECREF(__pyx_v_self->_rules);
  __pyx_v_self->_rules = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":74
 *         self.faster_heuristics = faster_heuristics
 *         self._rules = {}
 *         self._special_matcher = PhraseMatcher(self.vocab)             # <<<<<<<<<<<<<<
 *         self._load_special_cases(rules)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_CallOneArg(((PyObject *)__pyx_ptype_5spacy_7matcher_13phrasematcher_PhraseMatcher), ((PyObject *)__pyx_v_self->vocab)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 74, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_special_matcher);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->_special_matcher));
  __pyx_v_self->_special_matcher = ((struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":75
 *         self._rules = {}
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         self._load_special_cases(rules)             # <<<<<<<<<<<<<<
 * 
 *     property token_match:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_load_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 75, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_3, __pyx_v_rules) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rules);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 75, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":35
 *     DOCS: https://spacy.io/api/tokenizer
 *     """
 *     def __init__(self, Vocab vocab, rules=None, prefix_search=None,             # <<<<<<<<<<<<<<
 *                  suffix_search=None, infix_finditer=None, token_match=None,
 *                  url_match=None, faster_heuristics=True):
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":78
 * 
 *     property token_match:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._token_match
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_11token_match_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_11token_match_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_11token_match___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_11token_match___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[0], 78, 0, __PYX_ERR(0, 78, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":79
 *     property token_match:
 *         def __get__(self):
 *             return self._token_match             # <<<<<<<<<<<<<<
 * 
 *         def __set__(self, token_match):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_token_match);
  __pyx_r = __pyx_v_self->_token_match;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":78
 * 
 *     property token_match:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._token_match
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.token_match.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":81
 *             return self._token_match
 * 
 *         def __set__(self, token_match):             # <<<<<<<<<<<<<<
 *             self._token_match = token_match
 *             self._reload_special_cases()
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_11token_match_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_token_match); /*proto*/
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_11token_match_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_token_match) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_11token_match_2__set__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_token_match));

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

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_11token_match_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_token_match) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_TraceCall("__set__", __pyx_f[0], 81, 0, __PYX_ERR(0, 81, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":82
 * 
 *         def __set__(self, token_match):
 *             self._token_match = token_match             # <<<<<<<<<<<<<<
 *             self._reload_special_cases()
 * 
 */
  __Pyx_INCREF(__pyx_v_token_match);
  __Pyx_GIVEREF(__pyx_v_token_match);
  __Pyx_GOTREF(__pyx_v_self->_token_match);
  __Pyx_DECREF(__pyx_v_self->_token_match);
  __pyx_v_self->_token_match = __pyx_v_token_match;

  /* "spacy/tokenizer.pyx":83
 *         def __set__(self, token_match):
 *             self._token_match = token_match
 *             self._reload_special_cases()             # <<<<<<<<<<<<<<
 * 
 *     property url_match:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reload_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 83, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 83, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":81
 *             return self._token_match
 * 
 *         def __set__(self, token_match):             # <<<<<<<<<<<<<<
 *             self._token_match = token_match
 *             self._reload_special_cases()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.token_match.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":86
 * 
 *     property url_match:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._url_match
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_9url_match_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_9url_match_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_9url_match___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_9url_match___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[0], 86, 0, __PYX_ERR(0, 86, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":87
 *     property url_match:
 *         def __get__(self):
 *             return self._url_match             # <<<<<<<<<<<<<<
 * 
 *         def __set__(self, url_match):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_url_match);
  __pyx_r = __pyx_v_self->_url_match;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":86
 * 
 *     property url_match:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._url_match
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.url_match.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":89
 *             return self._url_match
 * 
 *         def __set__(self, url_match):             # <<<<<<<<<<<<<<
 *             self._url_match = url_match
 *             self._reload_special_cases()
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_9url_match_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_url_match); /*proto*/
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_9url_match_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_url_match) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_9url_match_2__set__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_url_match));

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

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_9url_match_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_url_match) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_TraceCall("__set__", __pyx_f[0], 89, 0, __PYX_ERR(0, 89, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":90
 * 
 *         def __set__(self, url_match):
 *             self._url_match = url_match             # <<<<<<<<<<<<<<
 *             self._reload_special_cases()
 * 
 */
  __Pyx_INCREF(__pyx_v_url_match);
  __Pyx_GIVEREF(__pyx_v_url_match);
  __Pyx_GOTREF(__pyx_v_self->_url_match);
  __Pyx_DECREF(__pyx_v_self->_url_match);
  __pyx_v_self->_url_match = __pyx_v_url_match;

  /* "spacy/tokenizer.pyx":91
 *         def __set__(self, url_match):
 *             self._url_match = url_match
 *             self._reload_special_cases()             # <<<<<<<<<<<<<<
 * 
 *     property prefix_search:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reload_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 91, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 91, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":89
 *             return self._url_match
 * 
 *         def __set__(self, url_match):             # <<<<<<<<<<<<<<
 *             self._url_match = url_match
 *             self._reload_special_cases()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.url_match.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":94
 * 
 *     property prefix_search:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._prefix_search
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_13prefix_search_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_13prefix_search_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_13prefix_search___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_13prefix_search___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[0], 94, 0, __PYX_ERR(0, 94, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":95
 *     property prefix_search:
 *         def __get__(self):
 *             return self._prefix_search             # <<<<<<<<<<<<<<
 * 
 *         def __set__(self, prefix_search):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_prefix_search);
  __pyx_r = __pyx_v_self->_prefix_search;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":94
 * 
 *     property prefix_search:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._prefix_search
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.prefix_search.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":97
 *             return self._prefix_search
 * 
 *         def __set__(self, prefix_search):             # <<<<<<<<<<<<<<
 *             self._prefix_search = prefix_search
 *             self._reload_special_cases()
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_13prefix_search_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_prefix_search); /*proto*/
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_13prefix_search_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_prefix_search) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_13prefix_search_2__set__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_prefix_search));

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

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_13prefix_search_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_prefix_search) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_TraceCall("__set__", __pyx_f[0], 97, 0, __PYX_ERR(0, 97, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":98
 * 
 *         def __set__(self, prefix_search):
 *             self._prefix_search = prefix_search             # <<<<<<<<<<<<<<
 *             self._reload_special_cases()
 * 
 */
  __Pyx_INCREF(__pyx_v_prefix_search);
  __Pyx_GIVEREF(__pyx_v_prefix_search);
  __Pyx_GOTREF(__pyx_v_self->_prefix_search);
  __Pyx_DECREF(__pyx_v_self->_prefix_search);
  __pyx_v_self->_prefix_search = __pyx_v_prefix_search;

  /* "spacy/tokenizer.pyx":99
 *         def __set__(self, prefix_search):
 *             self._prefix_search = prefix_search
 *             self._reload_special_cases()             # <<<<<<<<<<<<<<
 * 
 *     property suffix_search:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reload_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 99, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 99, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":97
 *             return self._prefix_search
 * 
 *         def __set__(self, prefix_search):             # <<<<<<<<<<<<<<
 *             self._prefix_search = prefix_search
 *             self._reload_special_cases()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.prefix_search.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":102
 * 
 *     property suffix_search:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._suffix_search
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_13suffix_search_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_13suffix_search_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_13suffix_search___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_13suffix_search___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[0], 102, 0, __PYX_ERR(0, 102, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":103
 *     property suffix_search:
 *         def __get__(self):
 *             return self._suffix_search             # <<<<<<<<<<<<<<
 * 
 *         def __set__(self, suffix_search):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_suffix_search);
  __pyx_r = __pyx_v_self->_suffix_search;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":102
 * 
 *     property suffix_search:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._suffix_search
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.suffix_search.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":105
 *             return self._suffix_search
 * 
 *         def __set__(self, suffix_search):             # <<<<<<<<<<<<<<
 *             self._suffix_search = suffix_search
 *             self._reload_special_cases()
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_13suffix_search_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_suffix_search); /*proto*/
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_13suffix_search_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_suffix_search) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_13suffix_search_2__set__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_suffix_search));

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

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_13suffix_search_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_suffix_search) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_TraceCall("__set__", __pyx_f[0], 105, 0, __PYX_ERR(0, 105, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":106
 * 
 *         def __set__(self, suffix_search):
 *             self._suffix_search = suffix_search             # <<<<<<<<<<<<<<
 *             self._reload_special_cases()
 * 
 */
  __Pyx_INCREF(__pyx_v_suffix_search);
  __Pyx_GIVEREF(__pyx_v_suffix_search);
  __Pyx_GOTREF(__pyx_v_self->_suffix_search);
  __Pyx_DECREF(__pyx_v_self->_suffix_search);
  __pyx_v_self->_suffix_search = __pyx_v_suffix_search;

  /* "spacy/tokenizer.pyx":107
 *         def __set__(self, suffix_search):
 *             self._suffix_search = suffix_search
 *             self._reload_special_cases()             # <<<<<<<<<<<<<<
 * 
 *     property infix_finditer:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reload_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 107, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 107, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":105
 *             return self._suffix_search
 * 
 *         def __set__(self, suffix_search):             # <<<<<<<<<<<<<<
 *             self._suffix_search = suffix_search
 *             self._reload_special_cases()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.suffix_search.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":110
 * 
 *     property infix_finditer:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._infix_finditer
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_14infix_finditer_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_14infix_finditer_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_14infix_finditer___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_14infix_finditer___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[0], 110, 0, __PYX_ERR(0, 110, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":111
 *     property infix_finditer:
 *         def __get__(self):
 *             return self._infix_finditer             # <<<<<<<<<<<<<<
 * 
 *         def __set__(self, infix_finditer):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_infix_finditer);
  __pyx_r = __pyx_v_self->_infix_finditer;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":110
 * 
 *     property infix_finditer:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._infix_finditer
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.infix_finditer.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":113
 *             return self._infix_finditer
 * 
 *         def __set__(self, infix_finditer):             # <<<<<<<<<<<<<<
 *             self._infix_finditer = infix_finditer
 *             self._reload_special_cases()
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_14infix_finditer_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_infix_finditer); /*proto*/
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_14infix_finditer_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_infix_finditer) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_14infix_finditer_2__set__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_infix_finditer));

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

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_14infix_finditer_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_infix_finditer) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_TraceCall("__set__", __pyx_f[0], 113, 0, __PYX_ERR(0, 113, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":114
 * 
 *         def __set__(self, infix_finditer):
 *             self._infix_finditer = infix_finditer             # <<<<<<<<<<<<<<
 *             self._reload_special_cases()
 * 
 */
  __Pyx_INCREF(__pyx_v_infix_finditer);
  __Pyx_GIVEREF(__pyx_v_infix_finditer);
  __Pyx_GOTREF(__pyx_v_self->_infix_finditer);
  __Pyx_DECREF(__pyx_v_self->_infix_finditer);
  __pyx_v_self->_infix_finditer = __pyx_v_infix_finditer;

  /* "spacy/tokenizer.pyx":115
 *         def __set__(self, infix_finditer):
 *             self._infix_finditer = infix_finditer
 *             self._reload_special_cases()             # <<<<<<<<<<<<<<
 * 
 *     property rules:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reload_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 115, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 115, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":113
 *             return self._infix_finditer
 * 
 *         def __set__(self, infix_finditer):             # <<<<<<<<<<<<<<
 *             self._infix_finditer = infix_finditer
 *             self._reload_special_cases()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.infix_finditer.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":118
 * 
 *     property rules:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._rules
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_5rules_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_5rules_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_5rules___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_5rules___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[0], 118, 0, __PYX_ERR(0, 118, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":119
 *     property rules:
 *         def __get__(self):
 *             return self._rules             # <<<<<<<<<<<<<<
 * 
 *         def __set__(self, rules):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_rules);
  __pyx_r = __pyx_v_self->_rules;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":118
 * 
 *     property rules:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self._rules
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.rules.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":121
 *             return self._rules
 * 
 *         def __set__(self, rules):             # <<<<<<<<<<<<<<
 *             self._rules = {}
 *             self._flush_cache()
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_5rules_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_rules); /*proto*/
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_5rules_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_rules) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_5rules_2__set__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_rules));

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

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_5rules_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_rules) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_TraceCall("__set__", __pyx_f[0], 121, 0, __PYX_ERR(0, 121, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":122
 * 
 *         def __set__(self, rules):
 *             self._rules = {}             # <<<<<<<<<<<<<<
 *             self._flush_cache()
 *             self._flush_specials()
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 122, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_rules);
  __Pyx_DECREF(__pyx_v_self->_rules);
  __pyx_v_self->_rules = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":123
 *         def __set__(self, rules):
 *             self._rules = {}
 *             self._flush_cache()             # <<<<<<<<<<<<<<
 *             self._flush_specials()
 *             self._cache = PreshMap()
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_flush_cache); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 123, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 123, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":124
 *             self._rules = {}
 *             self._flush_cache()
 *             self._flush_specials()             # <<<<<<<<<<<<<<
 *             self._cache = PreshMap()
 *             self._specials = PreshMap()
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_flush_specials); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 124, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 124, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":125
 *             self._flush_cache()
 *             self._flush_specials()
 *             self._cache = PreshMap()             # <<<<<<<<<<<<<<
 *             self._specials = PreshMap()
 *             self._load_special_cases(rules)
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_7preshed_4maps_PreshMap)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 125, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_cache);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->_cache));
  __pyx_v_self->_cache = ((struct __pyx_obj_7preshed_4maps_PreshMap *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":126
 *             self._flush_specials()
 *             self._cache = PreshMap()
 *             self._specials = PreshMap()             # <<<<<<<<<<<<<<
 *             self._load_special_cases(rules)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_7preshed_4maps_PreshMap)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 126, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_specials);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->_specials));
  __pyx_v_self->_specials = ((struct __pyx_obj_7preshed_4maps_PreshMap *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":127
 *             self._cache = PreshMap()
 *             self._specials = PreshMap()
 *             self._load_special_cases(rules)             # <<<<<<<<<<<<<<
 * 
 *     property faster_heuristics:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_load_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 127, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_3, __pyx_v_rules) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rules);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 127, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":121
 *             return self._rules
 * 
 *         def __set__(self, rules):             # <<<<<<<<<<<<<<
 *             self._rules = {}
 *             self._flush_cache()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.rules.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":130
 * 
 *     property faster_heuristics:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return bool(self._faster_heuristics)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_17faster_heuristics___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_17faster_heuristics___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[0], 130, 0, __PYX_ERR(0, 130, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":131
 *     property faster_heuristics:
 *         def __get__(self):
 *             return bool(self._faster_heuristics)             # <<<<<<<<<<<<<<
 * 
 *         def __set__(self, faster_heuristics):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->_faster_heuristics); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 131, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 131, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyBool_FromLong((!(!__pyx_t_2))); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 131, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":130
 * 
 *     property faster_heuristics:
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return bool(self._faster_heuristics)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.faster_heuristics.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":133
 *             return bool(self._faster_heuristics)
 * 
 *         def __set__(self, faster_heuristics):             # <<<<<<<<<<<<<<
 *             self._faster_heuristics = bool(faster_heuristics)
 *             self._reload_special_cases()
 */

/* Python wrapper */
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_faster_heuristics); /*proto*/
static int __pyx_pw_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_faster_heuristics) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_2__set__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_faster_heuristics));

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

static int __pyx_pf_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_2__set__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_faster_heuristics) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_TraceCall("__set__", __pyx_f[0], 133, 0, __PYX_ERR(0, 133, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":134
 * 
 *         def __set__(self, faster_heuristics):
 *             self._faster_heuristics = bool(faster_heuristics)             # <<<<<<<<<<<<<<
 *             self._reload_special_cases()
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_faster_heuristics); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 134, __pyx_L1_error)
  __pyx_v_self->_faster_heuristics = (!(!__pyx_t_1));

  /* "spacy/tokenizer.pyx":135
 *         def __set__(self, faster_heuristics):
 *             self._faster_heuristics = bool(faster_heuristics)
 *             self._reload_special_cases()             # <<<<<<<<<<<<<<
 * 
 *     def __reduce__(self):
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reload_special_cases); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 135, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  __pyx_t_2 = (__pyx_t_4) ? __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4) : __Pyx_PyObject_CallNoArg(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 135, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":133
 *             return bool(self._faster_heuristics)
 * 
 *         def __set__(self, faster_heuristics):             # <<<<<<<<<<<<<<
 *             self._faster_heuristics = bool(faster_heuristics)
 *             self._reload_special_cases()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.faster_heuristics.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":137
 *             self._reload_special_cases()
 * 
 *     def __reduce__(self):             # <<<<<<<<<<<<<<
 *         args = (self.vocab,
 *                 self.rules,
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_3__reduce__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_2__reduce__[] = "Tokenizer.__reduce__(self)";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_3__reduce__ = {"__reduce__", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_3__reduce__, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_2__reduce__};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_3__reduce__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__reduce__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_2__reduce__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_2__reduce__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_v_args = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj_)
  __Pyx_RefNannySetupContext("__reduce__", 0);
  __Pyx_TraceCall("__reduce__", __pyx_f[0], 137, 0, __PYX_ERR(0, 137, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":139
 *     def __reduce__(self):
 *         args = (self.vocab,
 *                 self.rules,             # <<<<<<<<<<<<<<
 *                 self.prefix_search,
 *                 self.suffix_search,
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_rules); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 139, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);

  /* "spacy/tokenizer.pyx":140
 *         args = (self.vocab,
 *                 self.rules,
 *                 self.prefix_search,             # <<<<<<<<<<<<<<
 *                 self.suffix_search,
 *                 self.infix_finditer,
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_prefix_search); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 140, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);

  /* "spacy/tokenizer.pyx":141
 *                 self.rules,
 *                 self.prefix_search,
 *                 self.suffix_search,             # <<<<<<<<<<<<<<
 *                 self.infix_finditer,
 *                 self.token_match,
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_suffix_search); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 141, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);

  /* "spacy/tokenizer.pyx":142
 *                 self.prefix_search,
 *                 self.suffix_search,
 *                 self.infix_finditer,             # <<<<<<<<<<<<<<
 *                 self.token_match,
 *                 self.url_match)
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_infix_finditer); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 142, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);

  /* "spacy/tokenizer.pyx":143
 *                 self.suffix_search,
 *                 self.infix_finditer,
 *                 self.token_match,             # <<<<<<<<<<<<<<
 *                 self.url_match)
 *         return (self.__class__, args, None, None)
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_token_match); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 143, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);

  /* "spacy/tokenizer.pyx":144
 *                 self.infix_finditer,
 *                 self.token_match,
 *                 self.url_match)             # <<<<<<<<<<<<<<
 *         return (self.__class__, args, None, None)
 * 
 */
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_url_match); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 144, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);

  /* "spacy/tokenizer.pyx":138
 * 
 *     def __reduce__(self):
 *         args = (self.vocab,             # <<<<<<<<<<<<<<
 *                 self.rules,
 *                 self.prefix_search,
 */
  __pyx_t_7 = PyTuple_New(7); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 138, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->vocab));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self->vocab));
  PyTuple_SET_ITEM(__pyx_t_7, 0, ((PyObject *)__pyx_v_self->vocab));
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_7, 2, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_7, 3, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_7, 4, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_7, 5, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_7, 6, __pyx_t_6);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_3 = 0;
  __pyx_t_4 = 0;
  __pyx_t_5 = 0;
  __pyx_t_6 = 0;
  __pyx_v_args = ((PyObject*)__pyx_t_7);
  __pyx_t_7 = 0;

  /* "spacy/tokenizer.pyx":145
 *                 self.token_match,
 *                 self.url_match)
 *         return (self.__class__, args, None, None)             # <<<<<<<<<<<<<<
 * 
 *     def __call__(self, str string):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_class); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 145, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_6 = PyTuple_New(4); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 145, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_7);
  __Pyx_INCREF(__pyx_v_args);
  __Pyx_GIVEREF(__pyx_v_args);
  PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_v_args);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  PyTuple_SET_ITEM(__pyx_t_6, 2, Py_None);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  PyTuple_SET_ITEM(__pyx_t_6, 3, Py_None);
  __pyx_t_7 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":137
 *             self._reload_special_cases()
 * 
 *     def __reduce__(self):             # <<<<<<<<<<<<<<
 *         args = (self.vocab,
 *                 self.rules,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.__reduce__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":147
 *         return (self.__class__, args, None, None)
 * 
 *     def __call__(self, str string):             # <<<<<<<<<<<<<<
 *         """Tokenize a string.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_5__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_4__call__[] = "Tokenize a string.\n\n        string (str): The string to tokenize.\n        RETURNS (Doc): A container for linguistic annotations.\n\n        DOCS: https://spacy.io/api/tokenizer#call\n        ";
#if CYTHON_UPDATE_DESCRIPTOR_DOC
struct wrapperbase __pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer_4__call__;
#endif
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_5__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_string = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__call__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_string,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_string)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) __PYX_ERR(0, 147, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_string = ((PyObject*)values[0]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__call__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 147, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_string), (&PyString_Type), 1, "string", 1))) __PYX_ERR(0, 147, __pyx_L1_error)
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_4__call__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_string);

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_4__call__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string) {
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__call__", 0);
  __Pyx_TraceCall("__call__", __pyx_f[0], 147, 0, __PYX_ERR(0, 147, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":155
 *         DOCS: https://spacy.io/api/tokenizer#call
 *         """
 *         doc = self._tokenize_affixes(string, True)             # <<<<<<<<<<<<<<
 *         self._apply_special_cases(doc)
 *         return doc
 */
  __pyx_t_1 = ((PyObject *)((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_tokenize_affixes(__pyx_v_self, __pyx_v_string, 1)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 155, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_doc = ((struct __pyx_obj_5spacy_6tokens_3doc_Doc *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":156
 *         """
 *         doc = self._tokenize_affixes(string, True)
 *         self._apply_special_cases(doc)             # <<<<<<<<<<<<<<
 *         return doc
 * 
 */
  __pyx_t_2 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_apply_special_cases(__pyx_v_self, __pyx_v_doc); if (unlikely(__pyx_t_2 == ((int)-1))) __PYX_ERR(0, 156, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":157
 *         doc = self._tokenize_affixes(string, True)
 *         self._apply_special_cases(doc)
 *         return doc             # <<<<<<<<<<<<<<
 * 
 *     @cython.boundscheck(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_doc));
  __pyx_r = ((PyObject *)__pyx_v_doc);
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":147
 *         return (self.__class__, args, None, None)
 * 
 *     def __call__(self, str string):             # <<<<<<<<<<<<<<
 *         """Tokenize a string.
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_doc);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":160
 * 
 *     @cython.boundscheck(False)
 *     cdef Doc _tokenize_affixes(self, str string, bint with_special_cases):             # <<<<<<<<<<<<<<
 *         """Tokenize according to affix and token_match settings.
 * 
 */

static struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_f_5spacy_9tokenizer_9Tokenizer__tokenize_affixes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string, int __pyx_v_with_special_cases) {
  int __pyx_v_length;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc = 0;
  int __pyx_v_i;
  int __pyx_v_start;
  int __pyx_v_has_special;
  int __pyx_v_in_ws;
  PyObject *__pyx_v_span = 0;
  PyObject *__pyx_v_uc = NULL;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_v_key;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *(*__pyx_t_6)(PyObject *);
  PyObject *__pyx_t_7 = NULL;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_t_8;
  int __pyx_t_9;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_tokenize_affixes", 0);
  __Pyx_TraceCall("_tokenize_affixes", __pyx_f[0], 160, 0, __PYX_ERR(0, 160, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":166
 *         RETURNS (Doc): A container for linguistic annotations.
 *         """
 *         if len(string) >= (2 ** 30):             # <<<<<<<<<<<<<<
 *             raise ValueError(Errors.E025.format(length=len(string)))
 *         cdef int length = len(string)
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_string); if (unlikely(__pyx_t_1 == ((Py_ssize_t)-1))) __PYX_ERR(0, 166, __pyx_L1_error)
  __pyx_t_2 = ((__pyx_t_1 >= 0x40000000) != 0);
  if (unlikely(__pyx_t_2)) {

    /* "spacy/tokenizer.pyx":167
 *         """
 *         if len(string) >= (2 ** 30):
 *             raise ValueError(Errors.E025.format(length=len(string)))             # <<<<<<<<<<<<<<
 *         cdef int length = len(string)
 *         cdef Doc doc = Doc(self.vocab)
 */
    __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_Errors); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_E025); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_format); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = PyObject_Length(__pyx_v_string); if (unlikely(__pyx_t_1 == ((Py_ssize_t)-1))) __PYX_ERR(0, 167, __pyx_L1_error)
    __pyx_t_5 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_length, __pyx_t_5) < 0) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, __pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 167, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __PYX_ERR(0, 167, __pyx_L1_error)

    /* "spacy/tokenizer.pyx":166
 *         RETURNS (Doc): A container for linguistic annotations.
 *         """
 *         if len(string) >= (2 ** 30):             # <<<<<<<<<<<<<<
 *             raise ValueError(Errors.E025.format(length=len(string)))
 *         cdef int length = len(string)
 */
  }

  /* "spacy/tokenizer.pyx":168
 *         if len(string) >= (2 ** 30):
 *             raise ValueError(Errors.E025.format(length=len(string)))
 *         cdef int length = len(string)             # <<<<<<<<<<<<<<
 *         cdef Doc doc = Doc(self.vocab)
 *         if length == 0:
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_string); if (unlikely(__pyx_t_1 == ((Py_ssize_t)-1))) __PYX_ERR(0, 168, __pyx_L1_error)
  __pyx_v_length = __pyx_t_1;

  /* "spacy/tokenizer.pyx":169
 *             raise ValueError(Errors.E025.format(length=len(string)))
 *         cdef int length = len(string)
 *         cdef Doc doc = Doc(self.vocab)             # <<<<<<<<<<<<<<
 *         if length == 0:
 *             return doc
 */
  __pyx_t_4 = __Pyx_PyObject_CallOneArg(((PyObject *)__pyx_ptype_5spacy_6tokens_3doc_Doc), ((PyObject *)__pyx_v_self->vocab)); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 169, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_v_doc = ((struct __pyx_obj_5spacy_6tokens_3doc_Doc *)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":170
 *         cdef int length = len(string)
 *         cdef Doc doc = Doc(self.vocab)
 *         if length == 0:             # <<<<<<<<<<<<<<
 *             return doc
 *         cdef int i = 0
 */
  __pyx_t_2 = ((__pyx_v_length == 0) != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":171
 *         cdef Doc doc = Doc(self.vocab)
 *         if length == 0:
 *             return doc             # <<<<<<<<<<<<<<
 *         cdef int i = 0
 *         cdef int start = 0
 */
    __Pyx_XDECREF(((PyObject *)__pyx_r));
    __Pyx_INCREF(((PyObject *)__pyx_v_doc));
    __pyx_r = __pyx_v_doc;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":170
 *         cdef int length = len(string)
 *         cdef Doc doc = Doc(self.vocab)
 *         if length == 0:             # <<<<<<<<<<<<<<
 *             return doc
 *         cdef int i = 0
 */
  }

  /* "spacy/tokenizer.pyx":172
 *         if length == 0:
 *             return doc
 *         cdef int i = 0             # <<<<<<<<<<<<<<
 *         cdef int start = 0
 *         cdef int has_special = 0
 */
  __pyx_v_i = 0;

  /* "spacy/tokenizer.pyx":173
 *             return doc
 *         cdef int i = 0
 *         cdef int start = 0             # <<<<<<<<<<<<<<
 *         cdef int has_special = 0
 *         cdef bint in_ws = string[0].isspace()
 */
  __pyx_v_start = 0;

  /* "spacy/tokenizer.pyx":174
 *         cdef int i = 0
 *         cdef int start = 0
 *         cdef int has_special = 0             # <<<<<<<<<<<<<<
 *         cdef bint in_ws = string[0].isspace()
 *         cdef str span
 */
  __pyx_v_has_special = 0;

  /* "spacy/tokenizer.pyx":175
 *         cdef int start = 0
 *         cdef int has_special = 0
 *         cdef bint in_ws = string[0].isspace()             # <<<<<<<<<<<<<<
 *         cdef str span
 *         # The task here is much like string.split, but not quite
 */
  __pyx_t_5 = __Pyx_GetItemInt(__pyx_v_string, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 175, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_isspace); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 175, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  __pyx_t_4 = (__pyx_t_5) ? __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_5) : __Pyx_PyObject_CallNoArg(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 175, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 175, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_in_ws = __pyx_t_2;

  /* "spacy/tokenizer.pyx":181
 *         # spans that are exactly ' '. So, our sequences will all be separated
 *         # by either ' ' or nothing.
 *         for uc in string:             # <<<<<<<<<<<<<<
 *             if uc.isspace() != in_ws:
 *                 if start < i:
 */
  __pyx_t_4 = PyObject_GetIter(__pyx_v_string); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 181, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 181, __pyx_L1_error)
  for (;;) {
    {
      __pyx_t_3 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_3)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 181, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_3);
    }
    __Pyx_XDECREF_SET(__pyx_v_uc, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "spacy/tokenizer.pyx":182
 *         # by either ' ' or nothing.
 *         for uc in string:
 *             if uc.isspace() != in_ws:             # <<<<<<<<<<<<<<
 *                 if start < i:
 *                     # When we want to make this fast, get the data buffer once
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_uc, __pyx_n_s_isspace); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 182, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_7 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_3 = (__pyx_t_7) ? __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_7) : __Pyx_PyObject_CallNoArg(__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 182, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyBool_FromLong(__pyx_v_in_ws); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 182, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_7 = PyObject_RichCompare(__pyx_t_3, __pyx_t_5, Py_NE); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 182, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 182, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (__pyx_t_2) {

      /* "spacy/tokenizer.pyx":183
 *         for uc in string:
 *             if uc.isspace() != in_ws:
 *                 if start < i:             # <<<<<<<<<<<<<<
 *                     # When we want to make this fast, get the data buffer once
 *                     # with PyUnicode_AS_DATA, and then maintain a start_byte
 */
      __pyx_t_2 = ((__pyx_v_start < __pyx_v_i) != 0);
      if (__pyx_t_2) {

        /* "spacy/tokenizer.pyx":188
 *                     # and end_byte, so we can call hash64 directly. That way
 *                     # we don't have to create the slice when we hit the cache.
 *                     span = string[start:i]             # <<<<<<<<<<<<<<
 *                     key = hash_string(span)
 *                     if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 */
        if (unlikely(__pyx_v_string == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          __PYX_ERR(0, 188, __pyx_L1_error)
        }
        __pyx_t_7 = PySequence_GetSlice(__pyx_v_string, __pyx_v_start, __pyx_v_i); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 188, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_XDECREF_SET(__pyx_v_span, ((PyObject*)__pyx_t_7));
        __pyx_t_7 = 0;

        /* "spacy/tokenizer.pyx":189
 *                     # we don't have to create the slice when we hit the cache.
 *                     span = string[start:i]
 *                     key = hash_string(span)             # <<<<<<<<<<<<<<
 *                     if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 *                         self._tokenize(doc, span, key, &has_special, with_special_cases)
 */
        __pyx_t_8 = __pyx_f_5spacy_7strings_hash_string(__pyx_v_span, 0); if (unlikely(__pyx_t_8 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 189, __pyx_L1_error)
        __pyx_v_key = __pyx_t_8;

        /* "spacy/tokenizer.pyx":190
 *                     span = string[start:i]
 *                     key = hash_string(span)
 *                     if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):             # <<<<<<<<<<<<<<
 *                         self._tokenize(doc, span, key, &has_special, with_special_cases)
 *                 if uc == ' ':
 */
        __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_try_specials_and_cache(__pyx_v_self, __pyx_v_key, __pyx_v_doc, (&__pyx_v_has_special), __pyx_v_with_special_cases); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(0, 190, __pyx_L1_error)
        __pyx_t_2 = ((!(__pyx_t_9 != 0)) != 0);
        if (__pyx_t_2) {

          /* "spacy/tokenizer.pyx":191
 *                     key = hash_string(span)
 *                     if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 *                         self._tokenize(doc, span, key, &has_special, with_special_cases)             # <<<<<<<<<<<<<<
 *                 if uc == ' ':
 *                     doc.c[doc.length - 1].spacy = True
 */
          __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_tokenize(__pyx_v_self, __pyx_v_doc, __pyx_v_span, __pyx_v_key, (&__pyx_v_has_special), __pyx_v_with_special_cases); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(0, 191, __pyx_L1_error)

          /* "spacy/tokenizer.pyx":190
 *                     span = string[start:i]
 *                     key = hash_string(span)
 *                     if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):             # <<<<<<<<<<<<<<
 *                         self._tokenize(doc, span, key, &has_special, with_special_cases)
 *                 if uc == ' ':
 */
        }

        /* "spacy/tokenizer.pyx":183
 *         for uc in string:
 *             if uc.isspace() != in_ws:
 *                 if start < i:             # <<<<<<<<<<<<<<
 *                     # When we want to make this fast, get the data buffer once
 *                     # with PyUnicode_AS_DATA, and then maintain a start_byte
 */
      }

      /* "spacy/tokenizer.pyx":192
 *                     if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 *                         self._tokenize(doc, span, key, &has_special, with_special_cases)
 *                 if uc == ' ':             # <<<<<<<<<<<<<<
 *                     doc.c[doc.length - 1].spacy = True
 *                     start = i + 1
 */
      __pyx_t_2 = (__Pyx_PyString_Equals(__pyx_v_uc, __pyx_kp_s__2, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 192, __pyx_L1_error)
      if (__pyx_t_2) {

        /* "spacy/tokenizer.pyx":193
 *                         self._tokenize(doc, span, key, &has_special, with_special_cases)
 *                 if uc == ' ':
 *                     doc.c[doc.length - 1].spacy = True             # <<<<<<<<<<<<<<
 *                     start = i + 1
 *                 else:
 */
        (__pyx_v_doc->c[(__pyx_v_doc->length - 1)]).spacy = 1;

        /* "spacy/tokenizer.pyx":194
 *                 if uc == ' ':
 *                     doc.c[doc.length - 1].spacy = True
 *                     start = i + 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = i
 */
        __pyx_v_start = (__pyx_v_i + 1);

        /* "spacy/tokenizer.pyx":192
 *                     if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 *                         self._tokenize(doc, span, key, &has_special, with_special_cases)
 *                 if uc == ' ':             # <<<<<<<<<<<<<<
 *                     doc.c[doc.length - 1].spacy = True
 *                     start = i + 1
 */
        goto __pyx_L10;
      }

      /* "spacy/tokenizer.pyx":196
 *                     start = i + 1
 *                 else:
 *                     start = i             # <<<<<<<<<<<<<<
 *                 in_ws = not in_ws
 *             i += 1
 */
      /*else*/ {
        __pyx_v_start = __pyx_v_i;
      }
      __pyx_L10:;

      /* "spacy/tokenizer.pyx":197
 *                 else:
 *                     start = i
 *                 in_ws = not in_ws             # <<<<<<<<<<<<<<
 *             i += 1
 *         if start < i:
 */
      __pyx_v_in_ws = (!(__pyx_v_in_ws != 0));

      /* "spacy/tokenizer.pyx":182
 *         # by either ' ' or nothing.
 *         for uc in string:
 *             if uc.isspace() != in_ws:             # <<<<<<<<<<<<<<
 *                 if start < i:
 *                     # When we want to make this fast, get the data buffer once
 */
    }

    /* "spacy/tokenizer.pyx":198
 *                     start = i
 *                 in_ws = not in_ws
 *             i += 1             # <<<<<<<<<<<<<<
 *         if start < i:
 *             span = string[start:]
 */
    __pyx_v_i = (__pyx_v_i + 1);

    /* "spacy/tokenizer.pyx":181
 *         # spans that are exactly ' '. So, our sequences will all be separated
 *         # by either ' ' or nothing.
 *         for uc in string:             # <<<<<<<<<<<<<<
 *             if uc.isspace() != in_ws:
 *                 if start < i:
 */
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":199
 *                 in_ws = not in_ws
 *             i += 1
 *         if start < i:             # <<<<<<<<<<<<<<
 *             span = string[start:]
 *             key = hash_string(span)
 */
  __pyx_t_2 = ((__pyx_v_start < __pyx_v_i) != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":200
 *             i += 1
 *         if start < i:
 *             span = string[start:]             # <<<<<<<<<<<<<<
 *             key = hash_string(span)
 *             if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 */
    if (unlikely(__pyx_v_string == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      __PYX_ERR(0, 200, __pyx_L1_error)
    }
    __pyx_t_4 = PySequence_GetSlice(__pyx_v_string, __pyx_v_start, PY_SSIZE_T_MAX); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 200, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_XDECREF_SET(__pyx_v_span, ((PyObject*)__pyx_t_4));
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":201
 *         if start < i:
 *             span = string[start:]
 *             key = hash_string(span)             # <<<<<<<<<<<<<<
 *             if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 *                 self._tokenize(doc, span, key, &has_special, with_special_cases)
 */
    __pyx_t_8 = __pyx_f_5spacy_7strings_hash_string(__pyx_v_span, 0); if (unlikely(__pyx_t_8 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 201, __pyx_L1_error)
    __pyx_v_key = __pyx_t_8;

    /* "spacy/tokenizer.pyx":202
 *             span = string[start:]
 *             key = hash_string(span)
 *             if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):             # <<<<<<<<<<<<<<
 *                 self._tokenize(doc, span, key, &has_special, with_special_cases)
 *             doc.c[doc.length - 1].spacy = string[-1] == " " and not in_ws
 */
    __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_try_specials_and_cache(__pyx_v_self, __pyx_v_key, __pyx_v_doc, (&__pyx_v_has_special), __pyx_v_with_special_cases); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(0, 202, __pyx_L1_error)
    __pyx_t_2 = ((!(__pyx_t_9 != 0)) != 0);
    if (__pyx_t_2) {

      /* "spacy/tokenizer.pyx":203
 *             key = hash_string(span)
 *             if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 *                 self._tokenize(doc, span, key, &has_special, with_special_cases)             # <<<<<<<<<<<<<<
 *             doc.c[doc.length - 1].spacy = string[-1] == " " and not in_ws
 *         return doc
 */
      __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_tokenize(__pyx_v_self, __pyx_v_doc, __pyx_v_span, __pyx_v_key, (&__pyx_v_has_special), __pyx_v_with_special_cases); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(0, 203, __pyx_L1_error)

      /* "spacy/tokenizer.pyx":202
 *             span = string[start:]
 *             key = hash_string(span)
 *             if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):             # <<<<<<<<<<<<<<
 *                 self._tokenize(doc, span, key, &has_special, with_special_cases)
 *             doc.c[doc.length - 1].spacy = string[-1] == " " and not in_ws
 */
    }

    /* "spacy/tokenizer.pyx":204
 *             if not self._try_specials_and_cache(key, doc, &has_special, with_special_cases):
 *                 self._tokenize(doc, span, key, &has_special, with_special_cases)
 *             doc.c[doc.length - 1].spacy = string[-1] == " " and not in_ws             # <<<<<<<<<<<<<<
 *         return doc
 * 
 */
    __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_string, -1L, long, 1, __Pyx_PyInt_From_long, 0, 1, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 204, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_10 = (__Pyx_PyString_Equals(__pyx_t_4, __pyx_kp_s__2, Py_EQ)); if (unlikely(__pyx_t_10 < 0)) __PYX_ERR(0, 204, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_10) {
    } else {
      __pyx_t_2 = __pyx_t_10;
      goto __pyx_L13_bool_binop_done;
    }
    __pyx_t_10 = ((!(__pyx_v_in_ws != 0)) != 0);
    __pyx_t_2 = __pyx_t_10;
    __pyx_L13_bool_binop_done:;
    (__pyx_v_doc->c[(__pyx_v_doc->length - 1)]).spacy = __pyx_t_2;

    /* "spacy/tokenizer.pyx":199
 *                 in_ws = not in_ws
 *             i += 1
 *         if start < i:             # <<<<<<<<<<<<<<
 *             span = string[start:]
 *             key = hash_string(span)
 */
  }

  /* "spacy/tokenizer.pyx":205
 *                 self._tokenize(doc, span, key, &has_special, with_special_cases)
 *             doc.c[doc.length - 1].spacy = string[-1] == " " and not in_ws
 *         return doc             # <<<<<<<<<<<<<<
 * 
 *     def pipe(self, texts, batch_size=1000):
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_doc));
  __pyx_r = __pyx_v_doc;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":160
 * 
 *     @cython.boundscheck(False)
 *     cdef Doc _tokenize_affixes(self, str string, bint with_special_cases):             # <<<<<<<<<<<<<<
 *         """Tokenize according to affix and token_match settings.
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._tokenize_affixes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_doc);
  __Pyx_XDECREF(__pyx_v_span);
  __Pyx_XDECREF(__pyx_v_uc);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_8generator(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value); /* proto */

/* "spacy/tokenizer.pyx":207
 *         return doc
 * 
 *     def pipe(self, texts, batch_size=1000):             # <<<<<<<<<<<<<<
 *         """Tokenize a stream of texts.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_7pipe(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_6pipe[] = "Tokenizer.pipe(self, texts, batch_size=1000)\nTokenize a stream of texts.\n\n        texts: A sequence of unicode texts.\n        batch_size (int): Number of texts to accumulate in an internal buffer.\n        Defaults to 1000.\n        YIELDS (Doc): A sequence of Doc objects, in order.\n\n        DOCS: https://spacy.io/api/tokenizer#pipe\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_7pipe = {"pipe", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_7pipe, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_6pipe};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_7pipe(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_texts = 0;
  CYTHON_UNUSED PyObject *__pyx_v_batch_size = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("pipe (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_texts,&__pyx_n_s_batch_size,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)__pyx_int_1000);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_texts)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_batch_size);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "pipe") < 0)) __PYX_ERR(0, 207, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_texts = values[0];
    __pyx_v_batch_size = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("pipe", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 207, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.pipe", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_6pipe(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_texts, __pyx_v_batch_size);

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_6pipe(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_texts, CYTHON_UNUSED PyObject *__pyx_v_batch_size) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *__pyx_cur_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("pipe", 0);
  __pyx_cur_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *)__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct__pipe(__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct__pipe, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 207, __pyx_L1_error)
  } else {
    __Pyx_GOTREF(__pyx_cur_scope);
  }
  __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
  __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
  __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
  __pyx_cur_scope->__pyx_v_texts = __pyx_v_texts;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_texts);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_texts);
  __pyx_cur_scope->__pyx_v_batch_size = __pyx_v_batch_size;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_batch_size);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_batch_size);
  {
    __pyx_CoroutineObject *gen = __Pyx_Generator_New((__pyx_coroutine_body_t) __pyx_gb_5spacy_9tokenizer_9Tokenizer_8generator, __pyx_codeobj__3, (PyObject *) __pyx_cur_scope, __pyx_n_s_pipe, __pyx_n_s_Tokenizer_pipe, __pyx_n_s_spacy_tokenizer); if (unlikely(!gen)) __PYX_ERR(0, 207, __pyx_L1_error)
    __Pyx_DECREF(__pyx_cur_scope);
    __Pyx_RefNannyFinishContext();
    return (PyObject *) gen;
  }

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.pipe", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_8generator(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value) /* generator body */
{
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *__pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *)__pyx_generator->closure);
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("pipe", 0);
  __Pyx_TraceFrameInit(__pyx_codeobj__3)
  __Pyx_TraceCall("pipe", __pyx_f[0], 207, 0, __PYX_ERR(0, 207, __pyx_L1_error));
  switch (__pyx_generator->resume_label) {
    case 0: goto __pyx_L3_first_run;
    case 1: goto __pyx_L6_resume_from_yield;
    default: /* CPython raises the right error here */
    __Pyx_TraceReturn(Py_None, 0);
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __pyx_L3_first_run:;
  if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 207, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":217
 *         DOCS: https://spacy.io/api/tokenizer#pipe
 *         """
 *         for text in texts:             # <<<<<<<<<<<<<<
 *             yield self(text)
 * 
 */
  if (likely(PyList_CheckExact(__pyx_cur_scope->__pyx_v_texts)) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_texts)) {
    __pyx_t_1 = __pyx_cur_scope->__pyx_v_texts; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_texts); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 217, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 217, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(0, 217, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 217, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(0, 217, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 217, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 217, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_text);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_text, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":218
 *         """
 *         for text in texts:
 *             yield self(text)             # <<<<<<<<<<<<<<
 * 
 *     def _flush_cache(self):
 */
    __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self));
    __pyx_t_5 = ((PyObject *)__pyx_cur_scope->__pyx_v_self); __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_4 = (__pyx_t_6) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_6, __pyx_cur_scope->__pyx_v_text) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_cur_scope->__pyx_v_text);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 218, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    __Pyx_XGIVEREF(__pyx_t_1);
    __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
    __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
    __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
    __Pyx_XGIVEREF(__pyx_r);
    __Pyx_TraceReturn(__pyx_r, 0);
    __Pyx_RefNannyFinishContext();
    __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
    /* return from generator, yielding value */
    __pyx_generator->resume_label = 1;
    return __pyx_r;
    __pyx_L6_resume_from_yield:;
    __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
    __pyx_cur_scope->__pyx_t_0 = 0;
    __Pyx_XGOTREF(__pyx_t_1);
    __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
    __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
    if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 218, __pyx_L1_error)

    /* "spacy/tokenizer.pyx":217
 *         DOCS: https://spacy.io/api/tokenizer#pipe
 *         """
 *         for text in texts:             # <<<<<<<<<<<<<<
 *             yield self(text)
 * 
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  CYTHON_MAYBE_UNUSED_VAR(__pyx_cur_scope);

  /* "spacy/tokenizer.pyx":207
 *         return doc
 * 
 *     def pipe(self, texts, batch_size=1000):             # <<<<<<<<<<<<<<
 *         """Tokenize a stream of texts.
 * 
 */

  /* function exit code */
  PyErr_SetNone(PyExc_StopIteration);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pipe", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_r); __pyx_r = 0;
  #if !CYTHON_USE_EXC_INFO_STACK
  __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
  #endif
  __pyx_generator->resume_label = -1;
  __Pyx_Coroutine_clear((PyObject*)__pyx_generator);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":220
 *             yield self(text)
 * 
 *     def _flush_cache(self):             # <<<<<<<<<<<<<<
 *         self._reset_cache([key for key in self._cache])
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10_flush_cache(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_9_flush_cache[] = "Tokenizer._flush_cache(self)";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10_flush_cache = {"_flush_cache", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10_flush_cache, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_9_flush_cache};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10_flush_cache(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_flush_cache (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_9_flush_cache(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_9_flush_cache(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_v_key = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__4)
  __Pyx_RefNannySetupContext("_flush_cache", 0);
  __Pyx_TraceCall("_flush_cache", __pyx_f[0], 220, 0, __PYX_ERR(0, 220, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":221
 * 
 *     def _flush_cache(self):
 *         self._reset_cache([key for key in self._cache])             # <<<<<<<<<<<<<<
 * 
 *     def _reset_cache(self, keys):
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reset_cache); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 221, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 221, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (likely(PyList_CheckExact(((PyObject *)__pyx_v_self->_cache))) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->_cache))) {
    __pyx_t_4 = ((PyObject *)__pyx_v_self->_cache); __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(((PyObject *)__pyx_v_self->_cache)); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 221, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 221, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_6)) {
      if (likely(PyList_CheckExact(__pyx_t_4))) {
        if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) __PYX_ERR(0, 221, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 221, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      } else {
        if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) __PYX_ERR(0, 221, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 221, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      }
    } else {
      __pyx_t_7 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_7)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 221, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_7);
    }
    __Pyx_XDECREF_SET(__pyx_v_key, __pyx_t_7);
    __pyx_t_7 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_v_key))) __PYX_ERR(0, 221, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 221, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":220
 *             yield self(text)
 * 
 *     def _flush_cache(self):             # <<<<<<<<<<<<<<
 *         self._reset_cache([key for key in self._cache])
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._flush_cache", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_key);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":223
 *         self._reset_cache([key for key in self._cache])
 * 
 *     def _reset_cache(self, keys):             # <<<<<<<<<<<<<<
 *         for k in keys:
 *             cached = <_Cached*>self._cache.get(k)
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_12_reset_cache(PyObject *__pyx_v_self, PyObject *__pyx_v_keys); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_11_reset_cache[] = "Tokenizer._reset_cache(self, keys)";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_12_reset_cache = {"_reset_cache", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_12_reset_cache, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_11_reset_cache};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_12_reset_cache(PyObject *__pyx_v_self, PyObject *__pyx_v_keys) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_reset_cache (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_11_reset_cache(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_keys));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_11_reset_cache(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_keys) {
  PyObject *__pyx_v_k = NULL;
  struct __pyx_t_5spacy_5vocab__Cached *__pyx_v_cached;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  __pyx_t_7preshed_4maps_key_t __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__5)
  __Pyx_RefNannySetupContext("_reset_cache", 0);
  __Pyx_TraceCall("_reset_cache", __pyx_f[0], 223, 0, __PYX_ERR(0, 223, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":224
 * 
 *     def _reset_cache(self, keys):
 *         for k in keys:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._cache.get(k)
 *             del self._cache[k]
 */
  if (likely(PyList_CheckExact(__pyx_v_keys)) || PyTuple_CheckExact(__pyx_v_keys)) {
    __pyx_t_1 = __pyx_v_keys; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_keys); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 224, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 224, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(0, 224, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 224, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(0, 224, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 224, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 224, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_k, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":225
 *     def _reset_cache(self, keys):
 *         for k in keys:
 *             cached = <_Cached*>self._cache.get(k)             # <<<<<<<<<<<<<<
 *             del self._cache[k]
 *             if cached is not NULL:
 */
    __pyx_t_5 = __Pyx_PyInt_As_uint64_t(__pyx_v_k); if (unlikely((__pyx_t_5 == ((uint64_t)-1)) && PyErr_Occurred())) __PYX_ERR(0, 225, __pyx_L1_error)
    __pyx_v_cached = ((struct __pyx_t_5spacy_5vocab__Cached *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_cache->__pyx_vtab)->get(__pyx_v_self->_cache, __pyx_t_5));

    /* "spacy/tokenizer.pyx":226
 *         for k in keys:
 *             cached = <_Cached*>self._cache.get(k)
 *             del self._cache[k]             # <<<<<<<<<<<<<<
 *             if cached is not NULL:
 *                 self.mem.free(cached)
 */
    if (unlikely(PyObject_DelItem(((PyObject *)__pyx_v_self->_cache), __pyx_v_k) < 0)) __PYX_ERR(0, 226, __pyx_L1_error)

    /* "spacy/tokenizer.pyx":227
 *             cached = <_Cached*>self._cache.get(k)
 *             del self._cache[k]
 *             if cached is not NULL:             # <<<<<<<<<<<<<<
 *                 self.mem.free(cached)
 * 
 */
    __pyx_t_6 = ((__pyx_v_cached != NULL) != 0);
    if (__pyx_t_6) {

      /* "spacy/tokenizer.pyx":228
 *             del self._cache[k]
 *             if cached is not NULL:
 *                 self.mem.free(cached)             # <<<<<<<<<<<<<<
 * 
 *     def _flush_specials(self):
 */
      ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->free(__pyx_v_self->mem, __pyx_v_cached); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 228, __pyx_L1_error)

      /* "spacy/tokenizer.pyx":227
 *             cached = <_Cached*>self._cache.get(k)
 *             del self._cache[k]
 *             if cached is not NULL:             # <<<<<<<<<<<<<<
 *                 self.mem.free(cached)
 * 
 */
    }

    /* "spacy/tokenizer.pyx":224
 * 
 *     def _reset_cache(self, keys):
 *         for k in keys:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._cache.get(k)
 *             del self._cache[k]
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":223
 *         self._reset_cache([key for key in self._cache])
 * 
 *     def _reset_cache(self, keys):             # <<<<<<<<<<<<<<
 *         for k in keys:
 *             cached = <_Cached*>self._cache.get(k)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._reset_cache", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_k);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":230
 *                 self.mem.free(cached)
 * 
 *     def _flush_specials(self):             # <<<<<<<<<<<<<<
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         for k in self._specials:
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_14_flush_specials(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_13_flush_specials[] = "Tokenizer._flush_specials(self)";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_14_flush_specials = {"_flush_specials", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_14_flush_specials, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_13_flush_specials};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_14_flush_specials(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_flush_specials (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_13_flush_specials(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_13_flush_specials(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_v_k = NULL;
  struct __pyx_t_5spacy_5vocab__Cached *__pyx_v_cached;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  __pyx_t_7preshed_4maps_key_t __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__6)
  __Pyx_RefNannySetupContext("_flush_specials", 0);
  __Pyx_TraceCall("_flush_specials", __pyx_f[0], 230, 0, __PYX_ERR(0, 230, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":231
 * 
 *     def _flush_specials(self):
 *         self._special_matcher = PhraseMatcher(self.vocab)             # <<<<<<<<<<<<<<
 *         for k in self._specials:
 *             cached = <_Cached*>self._specials.get(k)
 */
  __pyx_t_1 = __Pyx_PyObject_CallOneArg(((PyObject *)__pyx_ptype_5spacy_7matcher_13phrasematcher_PhraseMatcher), ((PyObject *)__pyx_v_self->vocab)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 231, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->_special_matcher);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->_special_matcher));
  __pyx_v_self->_special_matcher = ((struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":232
 *     def _flush_specials(self):
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         for k in self._specials:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._specials.get(k)
 *             del self._specials[k]
 */
  if (likely(PyList_CheckExact(((PyObject *)__pyx_v_self->_specials))) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->_specials))) {
    __pyx_t_1 = ((PyObject *)__pyx_v_self->_specials); __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(((PyObject *)__pyx_v_self->_specials)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 232, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 232, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(0, 232, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 232, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(0, 232, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 232, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 232, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_k, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":233
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         for k in self._specials:
 *             cached = <_Cached*>self._specials.get(k)             # <<<<<<<<<<<<<<
 *             del self._specials[k]
 *             if cached is not NULL:
 */
    __pyx_t_5 = __Pyx_PyInt_As_uint64_t(__pyx_v_k); if (unlikely((__pyx_t_5 == ((uint64_t)-1)) && PyErr_Occurred())) __PYX_ERR(0, 233, __pyx_L1_error)
    __pyx_v_cached = ((struct __pyx_t_5spacy_5vocab__Cached *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->get(__pyx_v_self->_specials, __pyx_t_5));

    /* "spacy/tokenizer.pyx":234
 *         for k in self._specials:
 *             cached = <_Cached*>self._specials.get(k)
 *             del self._specials[k]             # <<<<<<<<<<<<<<
 *             if cached is not NULL:
 *                 self.mem.free(cached)
 */
    if (unlikely(PyObject_DelItem(((PyObject *)__pyx_v_self->_specials), __pyx_v_k) < 0)) __PYX_ERR(0, 234, __pyx_L1_error)

    /* "spacy/tokenizer.pyx":235
 *             cached = <_Cached*>self._specials.get(k)
 *             del self._specials[k]
 *             if cached is not NULL:             # <<<<<<<<<<<<<<
 *                 self.mem.free(cached)
 * 
 */
    __pyx_t_6 = ((__pyx_v_cached != NULL) != 0);
    if (__pyx_t_6) {

      /* "spacy/tokenizer.pyx":236
 *             del self._specials[k]
 *             if cached is not NULL:
 *                 self.mem.free(cached)             # <<<<<<<<<<<<<<
 * 
 *     cdef int _apply_special_cases(self, Doc doc) except -1:
 */
      ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->free(__pyx_v_self->mem, __pyx_v_cached); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 236, __pyx_L1_error)

      /* "spacy/tokenizer.pyx":235
 *             cached = <_Cached*>self._specials.get(k)
 *             del self._specials[k]
 *             if cached is not NULL:             # <<<<<<<<<<<<<<
 *                 self.mem.free(cached)
 * 
 */
    }

    /* "spacy/tokenizer.pyx":232
 *     def _flush_specials(self):
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         for k in self._specials:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._specials.get(k)
 *             del self._specials[k]
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":230
 *                 self.mem.free(cached)
 * 
 *     def _flush_specials(self):             # <<<<<<<<<<<<<<
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         for k in self._specials:
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._flush_specials", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_k);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":238
 *                 self.mem.free(cached)
 * 
 *     cdef int _apply_special_cases(self, Doc doc) except -1:             # <<<<<<<<<<<<<<
 *         """Retokenize doc according to special cases.
 * 
 */

static int __pyx_f_5spacy_9tokenizer_9Tokenizer__apply_special_cases(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc) {
  int __pyx_v_i;
  int __pyx_v_max_length;
  int __pyx_v_modify_in_place;
  struct __pyx_obj_5cymem_5cymem_Pool *__pyx_v_mem = 0;
  std::vector<struct __pyx_t_5spacy_7structs_SpanC>  __pyx_v_c_matches;
  std::vector<struct __pyx_t_5spacy_7structs_SpanC>  __pyx_v_c_filtered;
  int __pyx_v_offset;
  int __pyx_v_modified_doc_length;
  PyObject *__pyx_v_span_data = NULL;
  struct __pyx_t_5spacy_7structs_TokenC *__pyx_v_tokens;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *(*__pyx_t_7)(PyObject *);
  int __pyx_t_8;
  struct __pyx_t_5spacy_7structs_TokenC *__pyx_t_9;
  void *__pyx_t_10;
  int __pyx_t_11;
  int __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_apply_special_cases", 0);
  __Pyx_TraceCall("_apply_special_cases", __pyx_f[0], 238, 0, __PYX_ERR(0, 238, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":244
 *         """
 *         cdef int i
 *         cdef int max_length = 0             # <<<<<<<<<<<<<<
 *         cdef bint modify_in_place
 *         cdef Pool mem = Pool()
 */
  __pyx_v_max_length = 0;

  /* "spacy/tokenizer.pyx":246
 *         cdef int max_length = 0
 *         cdef bint modify_in_place
 *         cdef Pool mem = Pool()             # <<<<<<<<<<<<<<
 *         cdef vector[SpanC] c_matches
 *         cdef vector[SpanC] c_filtered
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_5cymem_5cymem_Pool)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 246, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_mem = ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":252
 *         cdef int modified_doc_length
 *         # Find matches for special cases
 *         self._special_matcher.find_matches(doc, 0, doc.length, &c_matches)             # <<<<<<<<<<<<<<
 *         # Skip processing if no matches
 *         if c_matches.size() == 0:
 */
  ((struct __pyx_vtabstruct_5spacy_7matcher_13phrasematcher_PhraseMatcher *)__pyx_v_self->_special_matcher->__pyx_vtab)->find_matches(__pyx_v_self->_special_matcher, __pyx_v_doc, 0, __pyx_v_doc->length, (&__pyx_v_c_matches));

  /* "spacy/tokenizer.pyx":254
 *         self._special_matcher.find_matches(doc, 0, doc.length, &c_matches)
 *         # Skip processing if no matches
 *         if c_matches.size() == 0:             # <<<<<<<<<<<<<<
 *             return True
 *         self._filter_special_spans(c_matches, c_filtered, doc.length)
 */
  __pyx_t_2 = ((__pyx_v_c_matches.size() == 0) != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":255
 *         # Skip processing if no matches
 *         if c_matches.size() == 0:
 *             return True             # <<<<<<<<<<<<<<
 *         self._filter_special_spans(c_matches, c_filtered, doc.length)
 *         # Put span info in span.start-indexed dict and calculate maximum
 */
    __pyx_r = 1;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":254
 *         self._special_matcher.find_matches(doc, 0, doc.length, &c_matches)
 *         # Skip processing if no matches
 *         if c_matches.size() == 0:             # <<<<<<<<<<<<<<
 *             return True
 *         self._filter_special_spans(c_matches, c_filtered, doc.length)
 */
  }

  /* "spacy/tokenizer.pyx":256
 *         if c_matches.size() == 0:
 *             return True
 *         self._filter_special_spans(c_matches, c_filtered, doc.length)             # <<<<<<<<<<<<<<
 *         # Put span info in span.start-indexed dict and calculate maximum
 *         # intermediate document size
 */
  ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_filter_special_spans(__pyx_v_self, __pyx_v_c_matches, __pyx_v_c_filtered, __pyx_v_doc->length);

  /* "spacy/tokenizer.pyx":259
 *         # Put span info in span.start-indexed dict and calculate maximum
 *         # intermediate document size
 *         (span_data, max_length, modify_in_place) = self._prepare_special_spans(doc, c_filtered)             # <<<<<<<<<<<<<<
 *         # If modifications never increase doc length, can modify in place
 *         if modify_in_place:
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_prepare_special_spans(__pyx_v_self, __pyx_v_doc, __pyx_v_c_filtered); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 259, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
    if (unlikely(size != 3)) {
      if (size > 3) __Pyx_RaiseTooManyValuesError(3);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      __PYX_ERR(0, 259, __pyx_L1_error)
    }
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); 
      __pyx_t_5 = PyTuple_GET_ITEM(sequence, 2); 
    } else {
      __pyx_t_3 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_4 = PyList_GET_ITEM(sequence, 1); 
      __pyx_t_5 = PyList_GET_ITEM(sequence, 2); 
    }
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_t_5);
    #else
    __pyx_t_3 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 259, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 259, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 259, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_6 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 259, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_7 = Py_TYPE(__pyx_t_6)->tp_iternext;
    index = 0; __pyx_t_3 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_3)) goto __pyx_L4_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_3);
    index = 1; __pyx_t_4 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_4)) goto __pyx_L4_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_4);
    index = 2; __pyx_t_5 = __pyx_t_7(__pyx_t_6); if (unlikely(!__pyx_t_5)) goto __pyx_L4_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_5);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_6), 3) < 0) __PYX_ERR(0, 259, __pyx_L1_error)
    __pyx_t_7 = NULL;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    goto __pyx_L5_unpacking_done;
    __pyx_L4_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_7 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    __PYX_ERR(0, 259, __pyx_L1_error)
    __pyx_L5_unpacking_done:;
  }
  __pyx_t_8 = __Pyx_PyInt_As_int(__pyx_t_4); if (unlikely((__pyx_t_8 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 259, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 259, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_span_data = __pyx_t_3;
  __pyx_t_3 = 0;
  __pyx_v_max_length = __pyx_t_8;
  __pyx_v_modify_in_place = __pyx_t_2;

  /* "spacy/tokenizer.pyx":261
 *         (span_data, max_length, modify_in_place) = self._prepare_special_spans(doc, c_filtered)
 *         # If modifications never increase doc length, can modify in place
 *         if modify_in_place:             # <<<<<<<<<<<<<<
 *             tokens = doc.c
 *         # Otherwise create a separate array to store modified tokens
 */
  __pyx_t_2 = (__pyx_v_modify_in_place != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":262
 *         # If modifications never increase doc length, can modify in place
 *         if modify_in_place:
 *             tokens = doc.c             # <<<<<<<<<<<<<<
 *         # Otherwise create a separate array to store modified tokens
 *         else:
 */
    __pyx_t_9 = __pyx_v_doc->c;
    __pyx_v_tokens = __pyx_t_9;

    /* "spacy/tokenizer.pyx":261
 *         (span_data, max_length, modify_in_place) = self._prepare_special_spans(doc, c_filtered)
 *         # If modifications never increase doc length, can modify in place
 *         if modify_in_place:             # <<<<<<<<<<<<<<
 *             tokens = doc.c
 *         # Otherwise create a separate array to store modified tokens
 */
    goto __pyx_L6;
  }

  /* "spacy/tokenizer.pyx":265
 *         # Otherwise create a separate array to store modified tokens
 *         else:
 *             assert max_length > 0             # <<<<<<<<<<<<<<
 *             tokens = <TokenC*>mem.alloc(max_length, sizeof(TokenC))
 *         # Modify tokenization according to filtered special cases
 */
  /*else*/ {
    #ifndef CYTHON_WITHOUT_ASSERTIONS
    if (unlikely(!Py_OptimizeFlag)) {
      if (unlikely(!((__pyx_v_max_length > 0) != 0))) {
        PyErr_SetNone(PyExc_AssertionError);
        __PYX_ERR(0, 265, __pyx_L1_error)
      }
    }
    #endif

    /* "spacy/tokenizer.pyx":266
 *         else:
 *             assert max_length > 0
 *             tokens = <TokenC*>mem.alloc(max_length, sizeof(TokenC))             # <<<<<<<<<<<<<<
 *         # Modify tokenization according to filtered special cases
 *         offset = self._retokenize_special_spans(doc, tokens, span_data)
 */
    __pyx_t_10 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_mem->__pyx_vtab)->alloc(__pyx_v_mem, __pyx_v_max_length, (sizeof(struct __pyx_t_5spacy_7structs_TokenC))); if (unlikely(__pyx_t_10 == ((void *)NULL))) __PYX_ERR(0, 266, __pyx_L1_error)
    __pyx_v_tokens = ((struct __pyx_t_5spacy_7structs_TokenC *)__pyx_t_10);
  }
  __pyx_L6:;

  /* "spacy/tokenizer.pyx":268
 *             tokens = <TokenC*>mem.alloc(max_length, sizeof(TokenC))
 *         # Modify tokenization according to filtered special cases
 *         offset = self._retokenize_special_spans(doc, tokens, span_data)             # <<<<<<<<<<<<<<
 *         # Allocate more memory for doc if needed
 *         modified_doc_length = doc.length + offset
 */
  __pyx_v_offset = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_retokenize_special_spans(__pyx_v_self, __pyx_v_doc, __pyx_v_tokens, __pyx_v_span_data);

  /* "spacy/tokenizer.pyx":270
 *         offset = self._retokenize_special_spans(doc, tokens, span_data)
 *         # Allocate more memory for doc if needed
 *         modified_doc_length = doc.length + offset             # <<<<<<<<<<<<<<
 *         while modified_doc_length >= doc.max_length:
 *             doc._realloc(doc.max_length * 2)
 */
  __pyx_v_modified_doc_length = (__pyx_v_doc->length + __pyx_v_offset);

  /* "spacy/tokenizer.pyx":271
 *         # Allocate more memory for doc if needed
 *         modified_doc_length = doc.length + offset
 *         while modified_doc_length >= doc.max_length:             # <<<<<<<<<<<<<<
 *             doc._realloc(doc.max_length * 2)
 *         # If not modified in place, copy tokens back to doc
 */
  while (1) {
    __pyx_t_2 = ((__pyx_v_modified_doc_length >= __pyx_v_doc->max_length) != 0);
    if (!__pyx_t_2) break;

    /* "spacy/tokenizer.pyx":272
 *         modified_doc_length = doc.length + offset
 *         while modified_doc_length >= doc.max_length:
 *             doc._realloc(doc.max_length * 2)             # <<<<<<<<<<<<<<
 *         # If not modified in place, copy tokens back to doc
 *         if not modify_in_place:
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_doc), __pyx_n_s_realloc); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 272, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_4 = __Pyx_PyInt_From_long((__pyx_v_doc->max_length * 2)); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 272, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_3, __pyx_t_4) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_4);
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 272, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "spacy/tokenizer.pyx":274
 *             doc._realloc(doc.max_length * 2)
 *         # If not modified in place, copy tokens back to doc
 *         if not modify_in_place:             # <<<<<<<<<<<<<<
 *             memcpy(doc.c, tokens, max_length * sizeof(TokenC))
 *         for i in range(doc.length + offset, doc.length):
 */
  __pyx_t_2 = ((!(__pyx_v_modify_in_place != 0)) != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":275
 *         # If not modified in place, copy tokens back to doc
 *         if not modify_in_place:
 *             memcpy(doc.c, tokens, max_length * sizeof(TokenC))             # <<<<<<<<<<<<<<
 *         for i in range(doc.length + offset, doc.length):
 *             memset(&doc.c[i], 0, sizeof(TokenC))
 */
    (void)(memcpy(__pyx_v_doc->c, __pyx_v_tokens, (__pyx_v_max_length * (sizeof(struct __pyx_t_5spacy_7structs_TokenC)))));

    /* "spacy/tokenizer.pyx":274
 *             doc._realloc(doc.max_length * 2)
 *         # If not modified in place, copy tokens back to doc
 *         if not modify_in_place:             # <<<<<<<<<<<<<<
 *             memcpy(doc.c, tokens, max_length * sizeof(TokenC))
 *         for i in range(doc.length + offset, doc.length):
 */
  }

  /* "spacy/tokenizer.pyx":276
 *         if not modify_in_place:
 *             memcpy(doc.c, tokens, max_length * sizeof(TokenC))
 *         for i in range(doc.length + offset, doc.length):             # <<<<<<<<<<<<<<
 *             memset(&doc.c[i], 0, sizeof(TokenC))
 *             doc.c[i].lex = &EMPTY_LEXEME
 */
  __pyx_t_8 = __pyx_v_doc->length;
  __pyx_t_11 = __pyx_t_8;
  for (__pyx_t_12 = (__pyx_v_doc->length + __pyx_v_offset); __pyx_t_12 < __pyx_t_11; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "spacy/tokenizer.pyx":277
 *             memcpy(doc.c, tokens, max_length * sizeof(TokenC))
 *         for i in range(doc.length + offset, doc.length):
 *             memset(&doc.c[i], 0, sizeof(TokenC))             # <<<<<<<<<<<<<<
 *             doc.c[i].lex = &EMPTY_LEXEME
 *         doc.length = doc.length + offset
 */
    (void)(memset((&(__pyx_v_doc->c[__pyx_v_i])), 0, (sizeof(struct __pyx_t_5spacy_7structs_TokenC))));

    /* "spacy/tokenizer.pyx":278
 *         for i in range(doc.length + offset, doc.length):
 *             memset(&doc.c[i], 0, sizeof(TokenC))
 *             doc.c[i].lex = &EMPTY_LEXEME             # <<<<<<<<<<<<<<
 *         doc.length = doc.length + offset
 *         return True
 */
    (__pyx_v_doc->c[__pyx_v_i]).lex = (&__pyx_v_5spacy_6lexeme_EMPTY_LEXEME);
  }

  /* "spacy/tokenizer.pyx":279
 *             memset(&doc.c[i], 0, sizeof(TokenC))
 *             doc.c[i].lex = &EMPTY_LEXEME
 *         doc.length = doc.length + offset             # <<<<<<<<<<<<<<
 *         return True
 * 
 */
  __pyx_v_doc->length = (__pyx_v_doc->length + __pyx_v_offset);

  /* "spacy/tokenizer.pyx":280
 *             doc.c[i].lex = &EMPTY_LEXEME
 *         doc.length = doc.length + offset
 *         return True             # <<<<<<<<<<<<<<
 * 
 *     cdef void _filter_special_spans(self, vector[SpanC] &original, vector[SpanC] &filtered, int doc_len) nogil:
 */
  __pyx_r = 1;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":238
 *                 self.mem.free(cached)
 * 
 *     cdef int _apply_special_cases(self, Doc doc) except -1:             # <<<<<<<<<<<<<<
 *         """Retokenize doc according to special cases.
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._apply_special_cases", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_mem);
  __Pyx_XDECREF(__pyx_v_span_data);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":282
 *         return True
 * 
 *     cdef void _filter_special_spans(self, vector[SpanC] &original, vector[SpanC] &filtered, int doc_len) nogil:             # <<<<<<<<<<<<<<
 * 
 *         cdef int seen_i
 */

static void __pyx_f_5spacy_9tokenizer_9Tokenizer__filter_special_spans(CYTHON_UNUSED struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &__pyx_v_original, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &__pyx_v_filtered, CYTHON_UNUSED int __pyx_v_doc_len) {
  int __pyx_v_seen_i;
  struct __pyx_t_5spacy_7structs_SpanC __pyx_v_span;
  std::set<int>  __pyx_v_seen_tokens;
  int __pyx_v_orig_i;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("_filter_special_spans", __pyx_f[0], 282, 1, __PYX_ERR(0, 282, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":287
 *         cdef SpanC span
 *         cdef stdset[int] seen_tokens
 *         stdsort(original.begin(), original.end(), len_start_cmp)             # <<<<<<<<<<<<<<
 *         cdef int orig_i = original.size() - 1
 *         while orig_i >= 0:
 */
  sort(__pyx_v_original.begin(), __pyx_v_original.end(), __pyx_f_5spacy_9tokenizer_len_start_cmp);

  /* "spacy/tokenizer.pyx":288
 *         cdef stdset[int] seen_tokens
 *         stdsort(original.begin(), original.end(), len_start_cmp)
 *         cdef int orig_i = original.size() - 1             # <<<<<<<<<<<<<<
 *         while orig_i >= 0:
 *             span = original[orig_i]
 */
  __pyx_v_orig_i = (__pyx_v_original.size() - 1);

  /* "spacy/tokenizer.pyx":289
 *         stdsort(original.begin(), original.end(), len_start_cmp)
 *         cdef int orig_i = original.size() - 1
 *         while orig_i >= 0:             # <<<<<<<<<<<<<<
 *             span = original[orig_i]
 *             if not seen_tokens.count(span.start) and not seen_tokens.count(span.end - 1):
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_orig_i >= 0) != 0);
    if (!__pyx_t_1) break;

    /* "spacy/tokenizer.pyx":290
 *         cdef int orig_i = original.size() - 1
 *         while orig_i >= 0:
 *             span = original[orig_i]             # <<<<<<<<<<<<<<
 *             if not seen_tokens.count(span.start) and not seen_tokens.count(span.end - 1):
 *                 filtered.push_back(span)
 */
    __pyx_v_span = (__pyx_v_original[__pyx_v_orig_i]);

    /* "spacy/tokenizer.pyx":291
 *         while orig_i >= 0:
 *             span = original[orig_i]
 *             if not seen_tokens.count(span.start) and not seen_tokens.count(span.end - 1):             # <<<<<<<<<<<<<<
 *                 filtered.push_back(span)
 *             for seen_i in range(span.start, span.end):
 */
    __pyx_t_2 = ((!(__pyx_v_seen_tokens.count(__pyx_v_span.start) != 0)) != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_t_2 = ((!(__pyx_v_seen_tokens.count((__pyx_v_span.end - 1)) != 0)) != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":292
 *             span = original[orig_i]
 *             if not seen_tokens.count(span.start) and not seen_tokens.count(span.end - 1):
 *                 filtered.push_back(span)             # <<<<<<<<<<<<<<
 *             for seen_i in range(span.start, span.end):
 *                 seen_tokens.insert(seen_i)
 */
      try {
        __pyx_v_filtered.push_back(__pyx_v_span);
      } catch(...) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
        #endif
        __Pyx_CppExn2PyErr();
        #ifdef WITH_THREAD
        __Pyx_PyGILState_Release(__pyx_gilstate_save);
        #endif
        __PYX_ERR(0, 292, __pyx_L1_error)
      }

      /* "spacy/tokenizer.pyx":291
 *         while orig_i >= 0:
 *             span = original[orig_i]
 *             if not seen_tokens.count(span.start) and not seen_tokens.count(span.end - 1):             # <<<<<<<<<<<<<<
 *                 filtered.push_back(span)
 *             for seen_i in range(span.start, span.end):
 */
    }

    /* "spacy/tokenizer.pyx":293
 *             if not seen_tokens.count(span.start) and not seen_tokens.count(span.end - 1):
 *                 filtered.push_back(span)
 *             for seen_i in range(span.start, span.end):             # <<<<<<<<<<<<<<
 *                 seen_tokens.insert(seen_i)
 *             orig_i -= 1
 */
    __pyx_t_3 = __pyx_v_span.end;
    __pyx_t_4 = __pyx_t_3;
    for (__pyx_t_5 = __pyx_v_span.start; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_seen_i = __pyx_t_5;

      /* "spacy/tokenizer.pyx":294
 *                 filtered.push_back(span)
 *             for seen_i in range(span.start, span.end):
 *                 seen_tokens.insert(seen_i)             # <<<<<<<<<<<<<<
 *             orig_i -= 1
 *         stdsort(filtered.begin(), filtered.end(), start_cmp)
 */
      try {
        __pyx_v_seen_tokens.insert(__pyx_v_seen_i);
      } catch(...) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
        #endif
        __Pyx_CppExn2PyErr();
        #ifdef WITH_THREAD
        __Pyx_PyGILState_Release(__pyx_gilstate_save);
        #endif
        __PYX_ERR(0, 294, __pyx_L1_error)
      }
    }

    /* "spacy/tokenizer.pyx":295
 *             for seen_i in range(span.start, span.end):
 *                 seen_tokens.insert(seen_i)
 *             orig_i -= 1             # <<<<<<<<<<<<<<
 *         stdsort(filtered.begin(), filtered.end(), start_cmp)
 * 
 */
    __pyx_v_orig_i = (__pyx_v_orig_i - 1);
  }

  /* "spacy/tokenizer.pyx":296
 *                 seen_tokens.insert(seen_i)
 *             orig_i -= 1
 *         stdsort(filtered.begin(), filtered.end(), start_cmp)             # <<<<<<<<<<<<<<
 * 
 *     cdef object _prepare_special_spans(self, Doc doc, vector[SpanC] &filtered):
 */
  sort(__pyx_v_filtered.begin(), __pyx_v_filtered.end(), __pyx_f_5spacy_9tokenizer_start_cmp);

  /* "spacy/tokenizer.pyx":282
 *         return True
 * 
 *     cdef void _filter_special_spans(self, vector[SpanC] &original, vector[SpanC] &filtered, int doc_len) nogil:             # <<<<<<<<<<<<<<
 * 
 *         cdef int seen_i
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("spacy.tokenizer.Tokenizer._filter_special_spans", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
}

/* "spacy/tokenizer.pyx":298
 *         stdsort(filtered.begin(), filtered.end(), start_cmp)
 * 
 *     cdef object _prepare_special_spans(self, Doc doc, vector[SpanC] &filtered):             # <<<<<<<<<<<<<<
 *         spans = [doc[match.start:match.end] for match in filtered]
 *         cdef bint modify_in_place = True
 */

static PyObject *__pyx_f_5spacy_9tokenizer_9Tokenizer__prepare_special_spans(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &__pyx_v_filtered) {
  PyObject *__pyx_v_spans = NULL;
  int __pyx_v_modify_in_place;
  int __pyx_v_curr_length;
  int __pyx_v_max_length;
  int __pyx_v_span_length_diff;
  PyObject *__pyx_v_span_data = NULL;
  PyObject *__pyx_v_span = NULL;
  PyObject *__pyx_v_rule = NULL;
  struct __pyx_t_5spacy_7structs_SpanC __pyx_v_match;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  std::vector<struct __pyx_t_5spacy_7structs_SpanC> ::iterator __pyx_t_2;
  struct __pyx_t_5spacy_7structs_SpanC __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_prepare_special_spans", 0);
  __Pyx_TraceCall("_prepare_special_spans", __pyx_f[0], 298, 0, __PYX_ERR(0, 298, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":299
 * 
 *     cdef object _prepare_special_spans(self, Doc doc, vector[SpanC] &filtered):
 *         spans = [doc[match.start:match.end] for match in filtered]             # <<<<<<<<<<<<<<
 *         cdef bint modify_in_place = True
 *         cdef int curr_length = doc.length
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 299, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_filtered.begin();
  for (;;) {
    if (!(__pyx_t_2 != __pyx_v_filtered.end())) break;
    __pyx_t_3 = *__pyx_t_2;
    ++__pyx_t_2;
    __pyx_v_match = __pyx_t_3;
    __pyx_t_4 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_doc), __pyx_v_match.start, __pyx_v_match.end, NULL, NULL, NULL, 1, 1, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 299, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) __PYX_ERR(0, 299, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_v_spans = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":300
 *     cdef object _prepare_special_spans(self, Doc doc, vector[SpanC] &filtered):
 *         spans = [doc[match.start:match.end] for match in filtered]
 *         cdef bint modify_in_place = True             # <<<<<<<<<<<<<<
 *         cdef int curr_length = doc.length
 *         cdef int max_length = 0
 */
  __pyx_v_modify_in_place = 1;

  /* "spacy/tokenizer.pyx":301
 *         spans = [doc[match.start:match.end] for match in filtered]
 *         cdef bint modify_in_place = True
 *         cdef int curr_length = doc.length             # <<<<<<<<<<<<<<
 *         cdef int max_length = 0
 *         cdef int span_length_diff = 0
 */
  __pyx_t_5 = __pyx_v_doc->length;
  __pyx_v_curr_length = __pyx_t_5;

  /* "spacy/tokenizer.pyx":302
 *         cdef bint modify_in_place = True
 *         cdef int curr_length = doc.length
 *         cdef int max_length = 0             # <<<<<<<<<<<<<<
 *         cdef int span_length_diff = 0
 *         span_data = {}
 */
  __pyx_v_max_length = 0;

  /* "spacy/tokenizer.pyx":303
 *         cdef int curr_length = doc.length
 *         cdef int max_length = 0
 *         cdef int span_length_diff = 0             # <<<<<<<<<<<<<<
 *         span_data = {}
 *         for span in spans:
 */
  __pyx_v_span_length_diff = 0;

  /* "spacy/tokenizer.pyx":304
 *         cdef int max_length = 0
 *         cdef int span_length_diff = 0
 *         span_data = {}             # <<<<<<<<<<<<<<
 *         for span in spans:
 *             rule = self._rules.get(span.text, None)
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 304, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_span_data = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":305
 *         cdef int span_length_diff = 0
 *         span_data = {}
 *         for span in spans:             # <<<<<<<<<<<<<<
 *             rule = self._rules.get(span.text, None)
 *             span_length_diff = 0
 */
  __pyx_t_1 = __pyx_v_spans; __Pyx_INCREF(__pyx_t_1); __pyx_t_6 = 0;
  for (;;) {
    if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_6); __Pyx_INCREF(__pyx_t_4); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 305, __pyx_L1_error)
    #else
    __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 305, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_span, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":306
 *         span_data = {}
 *         for span in spans:
 *             rule = self._rules.get(span.text, None)             # <<<<<<<<<<<<<<
 *             span_length_diff = 0
 *             if rule:
 */
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->_rules, __pyx_n_s_get); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 306, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_text); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 306, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = NULL;
    __pyx_t_5 = 0;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_7))) {
      __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_7);
      if (likely(__pyx_t_9)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_7, function);
        __pyx_t_5 = 1;
      }
    }
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(__pyx_t_7)) {
      PyObject *__pyx_temp[3] = {__pyx_t_9, __pyx_t_8, Py_None};
      __pyx_t_4 = __Pyx_PyFunction_FastCall(__pyx_t_7, __pyx_temp+1-__pyx_t_5, 2+__pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    } else
    #endif
    #if CYTHON_FAST_PYCCALL
    if (__Pyx_PyFastCFunction_Check(__pyx_t_7)) {
      PyObject *__pyx_temp[3] = {__pyx_t_9, __pyx_t_8, Py_None};
      __pyx_t_4 = __Pyx_PyCFunction_FastCall(__pyx_t_7, __pyx_temp+1-__pyx_t_5, 2+__pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    } else
    #endif
    {
      __pyx_t_10 = PyTuple_New(2+__pyx_t_5); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_10);
      if (__pyx_t_9) {
        __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_9); __pyx_t_9 = NULL;
      }
      __Pyx_GIVEREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_10, 0+__pyx_t_5, __pyx_t_8);
      __Pyx_INCREF(Py_None);
      __Pyx_GIVEREF(Py_None);
      PyTuple_SET_ITEM(__pyx_t_10, 1+__pyx_t_5, Py_None);
      __pyx_t_8 = 0;
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_10, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 306, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF_SET(__pyx_v_rule, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":307
 *         for span in spans:
 *             rule = self._rules.get(span.text, None)
 *             span_length_diff = 0             # <<<<<<<<<<<<<<
 *             if rule:
 *                 span_length_diff = len(rule) - (span.end - span.start)
 */
    __pyx_v_span_length_diff = 0;

    /* "spacy/tokenizer.pyx":308
 *             rule = self._rules.get(span.text, None)
 *             span_length_diff = 0
 *             if rule:             # <<<<<<<<<<<<<<
 *                 span_length_diff = len(rule) - (span.end - span.start)
 *             if span_length_diff > 0:
 */
    __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_v_rule); if (unlikely(__pyx_t_11 < 0)) __PYX_ERR(0, 308, __pyx_L1_error)
    if (__pyx_t_11) {

      /* "spacy/tokenizer.pyx":309
 *             span_length_diff = 0
 *             if rule:
 *                 span_length_diff = len(rule) - (span.end - span.start)             # <<<<<<<<<<<<<<
 *             if span_length_diff > 0:
 *                 modify_in_place = False
 */
      __pyx_t_12 = PyObject_Length(__pyx_v_rule); if (unlikely(__pyx_t_12 == ((Py_ssize_t)-1))) __PYX_ERR(0, 309, __pyx_L1_error)
      __pyx_t_4 = PyInt_FromSsize_t(__pyx_t_12); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 309, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_end); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 309, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_start); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 309, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_10);
      __pyx_t_8 = PyNumber_Subtract(__pyx_t_7, __pyx_t_10); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 309, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_10 = PyNumber_Subtract(__pyx_t_4, __pyx_t_8); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 309, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_10); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 309, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_v_span_length_diff = __pyx_t_5;

      /* "spacy/tokenizer.pyx":308
 *             rule = self._rules.get(span.text, None)
 *             span_length_diff = 0
 *             if rule:             # <<<<<<<<<<<<<<
 *                 span_length_diff = len(rule) - (span.end - span.start)
 *             if span_length_diff > 0:
 */
    }

    /* "spacy/tokenizer.pyx":310
 *             if rule:
 *                 span_length_diff = len(rule) - (span.end - span.start)
 *             if span_length_diff > 0:             # <<<<<<<<<<<<<<
 *                 modify_in_place = False
 *             curr_length += span_length_diff
 */
    __pyx_t_11 = ((__pyx_v_span_length_diff > 0) != 0);
    if (__pyx_t_11) {

      /* "spacy/tokenizer.pyx":311
 *                 span_length_diff = len(rule) - (span.end - span.start)
 *             if span_length_diff > 0:
 *                 modify_in_place = False             # <<<<<<<<<<<<<<
 *             curr_length += span_length_diff
 *             if curr_length > max_length:
 */
      __pyx_v_modify_in_place = 0;

      /* "spacy/tokenizer.pyx":310
 *             if rule:
 *                 span_length_diff = len(rule) - (span.end - span.start)
 *             if span_length_diff > 0:             # <<<<<<<<<<<<<<
 *                 modify_in_place = False
 *             curr_length += span_length_diff
 */
    }

    /* "spacy/tokenizer.pyx":312
 *             if span_length_diff > 0:
 *                 modify_in_place = False
 *             curr_length += span_length_diff             # <<<<<<<<<<<<<<
 *             if curr_length > max_length:
 *                 max_length = curr_length
 */
    __pyx_v_curr_length = (__pyx_v_curr_length + __pyx_v_span_length_diff);

    /* "spacy/tokenizer.pyx":313
 *                 modify_in_place = False
 *             curr_length += span_length_diff
 *             if curr_length > max_length:             # <<<<<<<<<<<<<<
 *                 max_length = curr_length
 *             span_data[span.start] = (span.text, span.start, span.end, span_length_diff)
 */
    __pyx_t_11 = ((__pyx_v_curr_length > __pyx_v_max_length) != 0);
    if (__pyx_t_11) {

      /* "spacy/tokenizer.pyx":314
 *             curr_length += span_length_diff
 *             if curr_length > max_length:
 *                 max_length = curr_length             # <<<<<<<<<<<<<<
 *             span_data[span.start] = (span.text, span.start, span.end, span_length_diff)
 *         return (span_data, max_length, modify_in_place)
 */
      __pyx_v_max_length = __pyx_v_curr_length;

      /* "spacy/tokenizer.pyx":313
 *                 modify_in_place = False
 *             curr_length += span_length_diff
 *             if curr_length > max_length:             # <<<<<<<<<<<<<<
 *                 max_length = curr_length
 *             span_data[span.start] = (span.text, span.start, span.end, span_length_diff)
 */
    }

    /* "spacy/tokenizer.pyx":315
 *             if curr_length > max_length:
 *                 max_length = curr_length
 *             span_data[span.start] = (span.text, span.start, span.end, span_length_diff)             # <<<<<<<<<<<<<<
 *         return (span_data, max_length, modify_in_place)
 * 
 */
    __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_text); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_start); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_end); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = __Pyx_PyInt_From_int(__pyx_v_span_length_diff); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_9 = PyTuple_New(4); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_GIVEREF(__pyx_t_10);
    PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_10);
    __Pyx_GIVEREF(__pyx_t_8);
    PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_t_8);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_9, 2, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_9, 3, __pyx_t_7);
    __pyx_t_10 = 0;
    __pyx_t_8 = 0;
    __pyx_t_4 = 0;
    __pyx_t_7 = 0;
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_start); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    if (unlikely(PyDict_SetItem(__pyx_v_span_data, __pyx_t_7, __pyx_t_9) < 0)) __PYX_ERR(0, 315, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "spacy/tokenizer.pyx":305
 *         cdef int span_length_diff = 0
 *         span_data = {}
 *         for span in spans:             # <<<<<<<<<<<<<<
 *             rule = self._rules.get(span.text, None)
 *             span_length_diff = 0
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":316
 *                 max_length = curr_length
 *             span_data[span.start] = (span.text, span.start, span.end, span_length_diff)
 *         return (span_data, max_length, modify_in_place)             # <<<<<<<<<<<<<<
 * 
 *     cdef int _retokenize_special_spans(self, Doc doc, TokenC* tokens, object span_data):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_max_length); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 316, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_9 = __Pyx_PyBool_FromLong(__pyx_v_modify_in_place); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 316, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_7 = PyTuple_New(3); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 316, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_INCREF(__pyx_v_span_data);
  __Pyx_GIVEREF(__pyx_v_span_data);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_v_span_data);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_9);
  PyTuple_SET_ITEM(__pyx_t_7, 2, __pyx_t_9);
  __pyx_t_1 = 0;
  __pyx_t_9 = 0;
  __pyx_r = __pyx_t_7;
  __pyx_t_7 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":298
 *         stdsort(filtered.begin(), filtered.end(), start_cmp)
 * 
 *     cdef object _prepare_special_spans(self, Doc doc, vector[SpanC] &filtered):             # <<<<<<<<<<<<<<
 *         spans = [doc[match.start:match.end] for match in filtered]
 *         cdef bint modify_in_place = True
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._prepare_special_spans", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_spans);
  __Pyx_XDECREF(__pyx_v_span_data);
  __Pyx_XDECREF(__pyx_v_span);
  __Pyx_XDECREF(__pyx_v_rule);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":318
 *         return (span_data, max_length, modify_in_place)
 * 
 *     cdef int _retokenize_special_spans(self, Doc doc, TokenC* tokens, object span_data):             # <<<<<<<<<<<<<<
 *         cdef int i = 0
 *         cdef int j = 0
 */

static int __pyx_f_5spacy_9tokenizer_9Tokenizer__retokenize_special_spans(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc, struct __pyx_t_5spacy_7structs_TokenC *__pyx_v_tokens, PyObject *__pyx_v_span_data) {
  int __pyx_v_i;
  int __pyx_v_j;
  int __pyx_v_offset;
  struct __pyx_t_5spacy_5vocab__Cached *__pyx_v_cached;
  int __pyx_v_idx_offset;
  int __pyx_v_orig_final_spacy;
  int __pyx_v_orig_idx;
  int __pyx_v_span_start;
  int __pyx_v_span_end;
  PyObject *__pyx_v_span = NULL;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_retokenize_special_spans", 0);
  __Pyx_TraceCall("_retokenize_special_spans", __pyx_f[0], 318, 0, __PYX_ERR(0, 318, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":319
 * 
 *     cdef int _retokenize_special_spans(self, Doc doc, TokenC* tokens, object span_data):
 *         cdef int i = 0             # <<<<<<<<<<<<<<
 *         cdef int j = 0
 *         cdef int offset = 0
 */
  __pyx_v_i = 0;

  /* "spacy/tokenizer.pyx":320
 *     cdef int _retokenize_special_spans(self, Doc doc, TokenC* tokens, object span_data):
 *         cdef int i = 0
 *         cdef int j = 0             # <<<<<<<<<<<<<<
 *         cdef int offset = 0
 *         cdef _Cached* cached
 */
  __pyx_v_j = 0;

  /* "spacy/tokenizer.pyx":321
 *         cdef int i = 0
 *         cdef int j = 0
 *         cdef int offset = 0             # <<<<<<<<<<<<<<
 *         cdef _Cached* cached
 *         cdef int idx_offset = 0
 */
  __pyx_v_offset = 0;

  /* "spacy/tokenizer.pyx":323
 *         cdef int offset = 0
 *         cdef _Cached* cached
 *         cdef int idx_offset = 0             # <<<<<<<<<<<<<<
 *         cdef int orig_final_spacy
 *         cdef int orig_idx
 */
  __pyx_v_idx_offset = 0;

  /* "spacy/tokenizer.pyx":328
 *         cdef int span_start
 *         cdef int span_end
 *         while i < doc.length:             # <<<<<<<<<<<<<<
 *             if not i in span_data:
 *                 tokens[i + offset] = doc.c[i]
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_i < __pyx_v_doc->length) != 0);
    if (!__pyx_t_1) break;

    /* "spacy/tokenizer.pyx":329
 *         cdef int span_end
 *         while i < doc.length:
 *             if not i in span_data:             # <<<<<<<<<<<<<<
 *                 tokens[i + offset] = doc.c[i]
 *                 i += 1
 */
    __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 329, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = (__Pyx_PySequence_ContainsTF(__pyx_t_2, __pyx_v_span_data, Py_NE)); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 329, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_3 = (__pyx_t_1 != 0);
    if (__pyx_t_3) {

      /* "spacy/tokenizer.pyx":330
 *         while i < doc.length:
 *             if not i in span_data:
 *                 tokens[i + offset] = doc.c[i]             # <<<<<<<<<<<<<<
 *                 i += 1
 *             else:
 */
      (__pyx_v_tokens[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_doc->c[__pyx_v_i]);

      /* "spacy/tokenizer.pyx":331
 *             if not i in span_data:
 *                 tokens[i + offset] = doc.c[i]
 *                 i += 1             # <<<<<<<<<<<<<<
 *             else:
 *                 span = span_data[i]
 */
      __pyx_v_i = (__pyx_v_i + 1);

      /* "spacy/tokenizer.pyx":329
 *         cdef int span_end
 *         while i < doc.length:
 *             if not i in span_data:             # <<<<<<<<<<<<<<
 *                 tokens[i + offset] = doc.c[i]
 *                 i += 1
 */
      goto __pyx_L5;
    }

    /* "spacy/tokenizer.pyx":333
 *                 i += 1
 *             else:
 *                 span = span_data[i]             # <<<<<<<<<<<<<<
 *                 span_start = span[1]
 *                 span_end = span[2]
 */
    /*else*/ {
      __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_span_data, __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 333, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_XDECREF_SET(__pyx_v_span, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "spacy/tokenizer.pyx":334
 *             else:
 *                 span = span_data[i]
 *                 span_start = span[1]             # <<<<<<<<<<<<<<
 *                 span_end = span[2]
 *                 cached = <_Cached*>self._specials.get(hash_string(span[0]))
 */
      __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_span, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 334, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_4 = __Pyx_PyInt_As_int(__pyx_t_2); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 334, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_v_span_start = __pyx_t_4;

      /* "spacy/tokenizer.pyx":335
 *                 span = span_data[i]
 *                 span_start = span[1]
 *                 span_end = span[2]             # <<<<<<<<<<<<<<
 *                 cached = <_Cached*>self._specials.get(hash_string(span[0]))
 *                 if cached == NULL:
 */
      __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_span, 2, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 335, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_4 = __Pyx_PyInt_As_int(__pyx_t_2); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 335, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_v_span_end = __pyx_t_4;

      /* "spacy/tokenizer.pyx":336
 *                 span_start = span[1]
 *                 span_end = span[2]
 *                 cached = <_Cached*>self._specials.get(hash_string(span[0]))             # <<<<<<<<<<<<<<
 *                 if cached == NULL:
 *                     # Copy original tokens if no rule found
 */
      __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_span, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 336, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      if (!(likely(PyString_CheckExact(__pyx_t_2))||((__pyx_t_2) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "str", Py_TYPE(__pyx_t_2)->tp_name), 0))) __PYX_ERR(0, 336, __pyx_L1_error)
      __pyx_t_5 = __pyx_f_5spacy_7strings_hash_string(((PyObject*)__pyx_t_2), 0); if (unlikely(__pyx_t_5 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 336, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_v_cached = ((struct __pyx_t_5spacy_5vocab__Cached *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->get(__pyx_v_self->_specials, __pyx_t_5));

      /* "spacy/tokenizer.pyx":337
 *                 span_end = span[2]
 *                 cached = <_Cached*>self._specials.get(hash_string(span[0]))
 *                 if cached == NULL:             # <<<<<<<<<<<<<<
 *                     # Copy original tokens if no rule found
 *                     for j in range(span_end - span_start):
 */
      __pyx_t_3 = ((__pyx_v_cached == NULL) != 0);
      if (__pyx_t_3) {

        /* "spacy/tokenizer.pyx":339
 *                 if cached == NULL:
 *                     # Copy original tokens if no rule found
 *                     for j in range(span_end - span_start):             # <<<<<<<<<<<<<<
 *                         tokens[i + offset + j] = doc.c[i + j]
 *                     i += span_end - span_start
 */
        __pyx_t_4 = (__pyx_v_span_end - __pyx_v_span_start);
        __pyx_t_6 = __pyx_t_4;
        for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
          __pyx_v_j = __pyx_t_7;

          /* "spacy/tokenizer.pyx":340
 *                     # Copy original tokens if no rule found
 *                     for j in range(span_end - span_start):
 *                         tokens[i + offset + j] = doc.c[i + j]             # <<<<<<<<<<<<<<
 *                     i += span_end - span_start
 *                 else:
 */
          (__pyx_v_tokens[((__pyx_v_i + __pyx_v_offset) + __pyx_v_j)]) = (__pyx_v_doc->c[(__pyx_v_i + __pyx_v_j)]);
        }

        /* "spacy/tokenizer.pyx":341
 *                     for j in range(span_end - span_start):
 *                         tokens[i + offset + j] = doc.c[i + j]
 *                     i += span_end - span_start             # <<<<<<<<<<<<<<
 *                 else:
 *                     # Copy special case tokens into doc and adjust token and
 */
        __pyx_v_i = (__pyx_v_i + (__pyx_v_span_end - __pyx_v_span_start));

        /* "spacy/tokenizer.pyx":337
 *                 span_end = span[2]
 *                 cached = <_Cached*>self._specials.get(hash_string(span[0]))
 *                 if cached == NULL:             # <<<<<<<<<<<<<<
 *                     # Copy original tokens if no rule found
 *                     for j in range(span_end - span_start):
 */
        goto __pyx_L6;
      }

      /* "spacy/tokenizer.pyx":345
 *                     # Copy special case tokens into doc and adjust token and
 *                     # character offsets
 *                     idx_offset = 0             # <<<<<<<<<<<<<<
 *                     orig_final_spacy = doc.c[span_end - 1].spacy
 *                     orig_idx = doc.c[i].idx
 */
      /*else*/ {
        __pyx_v_idx_offset = 0;

        /* "spacy/tokenizer.pyx":346
 *                     # character offsets
 *                     idx_offset = 0
 *                     orig_final_spacy = doc.c[span_end - 1].spacy             # <<<<<<<<<<<<<<
 *                     orig_idx = doc.c[i].idx
 *                     for j in range(cached.length):
 */
        __pyx_t_3 = (__pyx_v_doc->c[(__pyx_v_span_end - 1)]).spacy;
        __pyx_v_orig_final_spacy = __pyx_t_3;

        /* "spacy/tokenizer.pyx":347
 *                     idx_offset = 0
 *                     orig_final_spacy = doc.c[span_end - 1].spacy
 *                     orig_idx = doc.c[i].idx             # <<<<<<<<<<<<<<
 *                     for j in range(cached.length):
 *                         tokens[i + offset + j] = cached.data.tokens[j]
 */
        __pyx_t_4 = (__pyx_v_doc->c[__pyx_v_i]).idx;
        __pyx_v_orig_idx = __pyx_t_4;

        /* "spacy/tokenizer.pyx":348
 *                     orig_final_spacy = doc.c[span_end - 1].spacy
 *                     orig_idx = doc.c[i].idx
 *                     for j in range(cached.length):             # <<<<<<<<<<<<<<
 *                         tokens[i + offset + j] = cached.data.tokens[j]
 *                         tokens[i + offset + j].idx = orig_idx + idx_offset
 */
        __pyx_t_4 = __pyx_v_cached->length;
        __pyx_t_6 = __pyx_t_4;
        for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_6; __pyx_t_7+=1) {
          __pyx_v_j = __pyx_t_7;

          /* "spacy/tokenizer.pyx":349
 *                     orig_idx = doc.c[i].idx
 *                     for j in range(cached.length):
 *                         tokens[i + offset + j] = cached.data.tokens[j]             # <<<<<<<<<<<<<<
 *                         tokens[i + offset + j].idx = orig_idx + idx_offset
 *                         idx_offset += cached.data.tokens[j].lex.length
 */
          (__pyx_v_tokens[((__pyx_v_i + __pyx_v_offset) + __pyx_v_j)]) = (__pyx_v_cached->data.tokens[__pyx_v_j]);

          /* "spacy/tokenizer.pyx":350
 *                     for j in range(cached.length):
 *                         tokens[i + offset + j] = cached.data.tokens[j]
 *                         tokens[i + offset + j].idx = orig_idx + idx_offset             # <<<<<<<<<<<<<<
 *                         idx_offset += cached.data.tokens[j].lex.length
 *                         if cached.data.tokens[j].spacy:
 */
          (__pyx_v_tokens[((__pyx_v_i + __pyx_v_offset) + __pyx_v_j)]).idx = (__pyx_v_orig_idx + __pyx_v_idx_offset);

          /* "spacy/tokenizer.pyx":351
 *                         tokens[i + offset + j] = cached.data.tokens[j]
 *                         tokens[i + offset + j].idx = orig_idx + idx_offset
 *                         idx_offset += cached.data.tokens[j].lex.length             # <<<<<<<<<<<<<<
 *                         if cached.data.tokens[j].spacy:
 *                             idx_offset += 1
 */
          __pyx_v_idx_offset = (__pyx_v_idx_offset + (__pyx_v_cached->data.tokens[__pyx_v_j]).lex->length);

          /* "spacy/tokenizer.pyx":352
 *                         tokens[i + offset + j].idx = orig_idx + idx_offset
 *                         idx_offset += cached.data.tokens[j].lex.length
 *                         if cached.data.tokens[j].spacy:             # <<<<<<<<<<<<<<
 *                             idx_offset += 1
 *                     tokens[i + offset + cached.length - 1].spacy = orig_final_spacy
 */
          __pyx_t_3 = ((__pyx_v_cached->data.tokens[__pyx_v_j]).spacy != 0);
          if (__pyx_t_3) {

            /* "spacy/tokenizer.pyx":353
 *                         idx_offset += cached.data.tokens[j].lex.length
 *                         if cached.data.tokens[j].spacy:
 *                             idx_offset += 1             # <<<<<<<<<<<<<<
 *                     tokens[i + offset + cached.length - 1].spacy = orig_final_spacy
 *                     i += span_end - span_start
 */
            __pyx_v_idx_offset = (__pyx_v_idx_offset + 1);

            /* "spacy/tokenizer.pyx":352
 *                         tokens[i + offset + j].idx = orig_idx + idx_offset
 *                         idx_offset += cached.data.tokens[j].lex.length
 *                         if cached.data.tokens[j].spacy:             # <<<<<<<<<<<<<<
 *                             idx_offset += 1
 *                     tokens[i + offset + cached.length - 1].spacy = orig_final_spacy
 */
          }
        }

        /* "spacy/tokenizer.pyx":354
 *                         if cached.data.tokens[j].spacy:
 *                             idx_offset += 1
 *                     tokens[i + offset + cached.length - 1].spacy = orig_final_spacy             # <<<<<<<<<<<<<<
 *                     i += span_end - span_start
 *                     offset += span[3]
 */
        (__pyx_v_tokens[(((__pyx_v_i + __pyx_v_offset) + __pyx_v_cached->length) - 1)]).spacy = __pyx_v_orig_final_spacy;

        /* "spacy/tokenizer.pyx":355
 *                             idx_offset += 1
 *                     tokens[i + offset + cached.length - 1].spacy = orig_final_spacy
 *                     i += span_end - span_start             # <<<<<<<<<<<<<<
 *                     offset += span[3]
 *         return offset
 */
        __pyx_v_i = (__pyx_v_i + (__pyx_v_span_end - __pyx_v_span_start));

        /* "spacy/tokenizer.pyx":356
 *                     tokens[i + offset + cached.length - 1].spacy = orig_final_spacy
 *                     i += span_end - span_start
 *                     offset += span[3]             # <<<<<<<<<<<<<<
 *         return offset
 * 
 */
        __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_offset); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 356, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __pyx_t_8 = __Pyx_GetItemInt(__pyx_v_span, 3, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 356, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_9 = PyNumber_InPlaceAdd(__pyx_t_2, __pyx_t_8); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 356, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_9);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_4 = __Pyx_PyInt_As_int(__pyx_t_9); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 356, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        __pyx_v_offset = __pyx_t_4;
      }
      __pyx_L6:;
    }
    __pyx_L5:;
  }

  /* "spacy/tokenizer.pyx":357
 *                     i += span_end - span_start
 *                     offset += span[3]
 *         return offset             # <<<<<<<<<<<<<<
 * 
 *     cdef int _try_specials_and_cache(self, hash_t key, Doc tokens, int* has_special, bint with_special_cases) except -1:
 */
  __pyx_r = __pyx_v_offset;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":318
 *         return (span_data, max_length, modify_in_place)
 * 
 *     cdef int _retokenize_special_spans(self, Doc doc, TokenC* tokens, object span_data):             # <<<<<<<<<<<<<<
 *         cdef int i = 0
 *         cdef int j = 0
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_WriteUnraisable("spacy.tokenizer.Tokenizer._retokenize_special_spans", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_span);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":359
 *         return offset
 * 
 *     cdef int _try_specials_and_cache(self, hash_t key, Doc tokens, int* has_special, bint with_special_cases) except -1:             # <<<<<<<<<<<<<<
 *         cdef bint specials_hit = 0
 *         cdef bint cache_hit = 0
 */

static int __pyx_f_5spacy_9tokenizer_9Tokenizer__try_specials_and_cache(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_key, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_tokens, int *__pyx_v_has_special, int __pyx_v_with_special_cases) {
  int __pyx_v_specials_hit;
  int __pyx_v_cache_hit;
  int __pyx_v_i;
  struct __pyx_t_5spacy_5vocab__Cached *__pyx_v_cached;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_try_specials_and_cache", 0);
  __Pyx_TraceCall("_try_specials_and_cache", __pyx_f[0], 359, 0, __PYX_ERR(0, 359, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":360
 * 
 *     cdef int _try_specials_and_cache(self, hash_t key, Doc tokens, int* has_special, bint with_special_cases) except -1:
 *         cdef bint specials_hit = 0             # <<<<<<<<<<<<<<
 *         cdef bint cache_hit = 0
 *         cdef int i
 */
  __pyx_v_specials_hit = 0;

  /* "spacy/tokenizer.pyx":361
 *     cdef int _try_specials_and_cache(self, hash_t key, Doc tokens, int* has_special, bint with_special_cases) except -1:
 *         cdef bint specials_hit = 0
 *         cdef bint cache_hit = 0             # <<<<<<<<<<<<<<
 *         cdef int i
 *         if with_special_cases:
 */
  __pyx_v_cache_hit = 0;

  /* "spacy/tokenizer.pyx":363
 *         cdef bint cache_hit = 0
 *         cdef int i
 *         if with_special_cases:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._specials.get(key)
 *             if cached == NULL:
 */
  __pyx_t_1 = (__pyx_v_with_special_cases != 0);
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":364
 *         cdef int i
 *         if with_special_cases:
 *             cached = <_Cached*>self._specials.get(key)             # <<<<<<<<<<<<<<
 *             if cached == NULL:
 *                 specials_hit = False
 */
    __pyx_v_cached = ((struct __pyx_t_5spacy_5vocab__Cached *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->get(__pyx_v_self->_specials, __pyx_v_key));

    /* "spacy/tokenizer.pyx":365
 *         if with_special_cases:
 *             cached = <_Cached*>self._specials.get(key)
 *             if cached == NULL:             # <<<<<<<<<<<<<<
 *                 specials_hit = False
 *             else:
 */
    __pyx_t_1 = ((__pyx_v_cached == NULL) != 0);
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":366
 *             cached = <_Cached*>self._specials.get(key)
 *             if cached == NULL:
 *                 specials_hit = False             # <<<<<<<<<<<<<<
 *             else:
 *                 for i in range(cached.length):
 */
      __pyx_v_specials_hit = 0;

      /* "spacy/tokenizer.pyx":365
 *         if with_special_cases:
 *             cached = <_Cached*>self._specials.get(key)
 *             if cached == NULL:             # <<<<<<<<<<<<<<
 *                 specials_hit = False
 *             else:
 */
      goto __pyx_L4;
    }

    /* "spacy/tokenizer.pyx":368
 *                 specials_hit = False
 *             else:
 *                 for i in range(cached.length):             # <<<<<<<<<<<<<<
 *                     tokens.push_back(&cached.data.tokens[i], False)
 *                 has_special[0] = 1
 */
    /*else*/ {
      __pyx_t_2 = __pyx_v_cached->length;
      __pyx_t_3 = __pyx_t_2;
      for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
        __pyx_v_i = __pyx_t_4;

        /* "spacy/tokenizer.pyx":369
 *             else:
 *                 for i in range(cached.length):
 *                     tokens.push_back(&cached.data.tokens[i], False)             # <<<<<<<<<<<<<<
 *                 has_special[0] = 1
 *                 specials_hit = True
 */
        __pyx_t_5 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_1push_back(__pyx_v_tokens, (&(__pyx_v_cached->data.tokens[__pyx_v_i])), 0); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(0, 369, __pyx_L1_error)
      }

      /* "spacy/tokenizer.pyx":370
 *                 for i in range(cached.length):
 *                     tokens.push_back(&cached.data.tokens[i], False)
 *                 has_special[0] = 1             # <<<<<<<<<<<<<<
 *                 specials_hit = True
 *         if not specials_hit:
 */
      (__pyx_v_has_special[0]) = 1;

      /* "spacy/tokenizer.pyx":371
 *                     tokens.push_back(&cached.data.tokens[i], False)
 *                 has_special[0] = 1
 *                 specials_hit = True             # <<<<<<<<<<<<<<
 *         if not specials_hit:
 *             cached = <_Cached*>self._cache.get(key)
 */
      __pyx_v_specials_hit = 1;
    }
    __pyx_L4:;

    /* "spacy/tokenizer.pyx":363
 *         cdef bint cache_hit = 0
 *         cdef int i
 *         if with_special_cases:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._specials.get(key)
 *             if cached == NULL:
 */
  }

  /* "spacy/tokenizer.pyx":372
 *                 has_special[0] = 1
 *                 specials_hit = True
 *         if not specials_hit:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._cache.get(key)
 *             if cached == NULL:
 */
  __pyx_t_1 = ((!(__pyx_v_specials_hit != 0)) != 0);
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":373
 *                 specials_hit = True
 *         if not specials_hit:
 *             cached = <_Cached*>self._cache.get(key)             # <<<<<<<<<<<<<<
 *             if cached == NULL:
 *                 cache_hit = False
 */
    __pyx_v_cached = ((struct __pyx_t_5spacy_5vocab__Cached *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_cache->__pyx_vtab)->get(__pyx_v_self->_cache, __pyx_v_key));

    /* "spacy/tokenizer.pyx":374
 *         if not specials_hit:
 *             cached = <_Cached*>self._cache.get(key)
 *             if cached == NULL:             # <<<<<<<<<<<<<<
 *                 cache_hit = False
 *             else:
 */
    __pyx_t_1 = ((__pyx_v_cached == NULL) != 0);
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":375
 *             cached = <_Cached*>self._cache.get(key)
 *             if cached == NULL:
 *                 cache_hit = False             # <<<<<<<<<<<<<<
 *             else:
 *                 if cached.is_lex:
 */
      __pyx_v_cache_hit = 0;

      /* "spacy/tokenizer.pyx":374
 *         if not specials_hit:
 *             cached = <_Cached*>self._cache.get(key)
 *             if cached == NULL:             # <<<<<<<<<<<<<<
 *                 cache_hit = False
 *             else:
 */
      goto __pyx_L8;
    }

    /* "spacy/tokenizer.pyx":377
 *                 cache_hit = False
 *             else:
 *                 if cached.is_lex:             # <<<<<<<<<<<<<<
 *                     for i in range(cached.length):
 *                         tokens.push_back(cached.data.lexemes[i], False)
 */
    /*else*/ {
      __pyx_t_1 = (__pyx_v_cached->is_lex != 0);
      if (__pyx_t_1) {

        /* "spacy/tokenizer.pyx":378
 *             else:
 *                 if cached.is_lex:
 *                     for i in range(cached.length):             # <<<<<<<<<<<<<<
 *                         tokens.push_back(cached.data.lexemes[i], False)
 *                 else:
 */
        __pyx_t_2 = __pyx_v_cached->length;
        __pyx_t_3 = __pyx_t_2;
        for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
          __pyx_v_i = __pyx_t_4;

          /* "spacy/tokenizer.pyx":379
 *                 if cached.is_lex:
 *                     for i in range(cached.length):
 *                         tokens.push_back(cached.data.lexemes[i], False)             # <<<<<<<<<<<<<<
 *                 else:
 *                     for i in range(cached.length):
 */
          __pyx_t_5 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, (__pyx_v_cached->data.lexemes[__pyx_v_i]), 0); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(0, 379, __pyx_L1_error)
        }

        /* "spacy/tokenizer.pyx":377
 *                 cache_hit = False
 *             else:
 *                 if cached.is_lex:             # <<<<<<<<<<<<<<
 *                     for i in range(cached.length):
 *                         tokens.push_back(cached.data.lexemes[i], False)
 */
        goto __pyx_L9;
      }

      /* "spacy/tokenizer.pyx":381
 *                         tokens.push_back(cached.data.lexemes[i], False)
 *                 else:
 *                     for i in range(cached.length):             # <<<<<<<<<<<<<<
 *                         tokens.push_back(&cached.data.tokens[i], False)
 *                 cache_hit = True
 */
      /*else*/ {
        __pyx_t_2 = __pyx_v_cached->length;
        __pyx_t_3 = __pyx_t_2;
        for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
          __pyx_v_i = __pyx_t_4;

          /* "spacy/tokenizer.pyx":382
 *                 else:
 *                     for i in range(cached.length):
 *                         tokens.push_back(&cached.data.tokens[i], False)             # <<<<<<<<<<<<<<
 *                 cache_hit = True
 *         if not specials_hit and not cache_hit:
 */
          __pyx_t_5 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_1push_back(__pyx_v_tokens, (&(__pyx_v_cached->data.tokens[__pyx_v_i])), 0); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(0, 382, __pyx_L1_error)
        }
      }
      __pyx_L9:;

      /* "spacy/tokenizer.pyx":383
 *                     for i in range(cached.length):
 *                         tokens.push_back(&cached.data.tokens[i], False)
 *                 cache_hit = True             # <<<<<<<<<<<<<<
 *         if not specials_hit and not cache_hit:
 *             return False
 */
      __pyx_v_cache_hit = 1;
    }
    __pyx_L8:;

    /* "spacy/tokenizer.pyx":372
 *                 has_special[0] = 1
 *                 specials_hit = True
 *         if not specials_hit:             # <<<<<<<<<<<<<<
 *             cached = <_Cached*>self._cache.get(key)
 *             if cached == NULL:
 */
  }

  /* "spacy/tokenizer.pyx":384
 *                         tokens.push_back(&cached.data.tokens[i], False)
 *                 cache_hit = True
 *         if not specials_hit and not cache_hit:             # <<<<<<<<<<<<<<
 *             return False
 *         return True
 */
  __pyx_t_6 = ((!(__pyx_v_specials_hit != 0)) != 0);
  if (__pyx_t_6) {
  } else {
    __pyx_t_1 = __pyx_t_6;
    goto __pyx_L15_bool_binop_done;
  }
  __pyx_t_6 = ((!(__pyx_v_cache_hit != 0)) != 0);
  __pyx_t_1 = __pyx_t_6;
  __pyx_L15_bool_binop_done:;
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":385
 *                 cache_hit = True
 *         if not specials_hit and not cache_hit:
 *             return False             # <<<<<<<<<<<<<<
 *         return True
 * 
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":384
 *                         tokens.push_back(&cached.data.tokens[i], False)
 *                 cache_hit = True
 *         if not specials_hit and not cache_hit:             # <<<<<<<<<<<<<<
 *             return False
 *         return True
 */
  }

  /* "spacy/tokenizer.pyx":386
 *         if not specials_hit and not cache_hit:
 *             return False
 *         return True             # <<<<<<<<<<<<<<
 * 
 *     cdef int _tokenize(self, Doc tokens, str span, hash_t orig_key, int* has_special, bint with_special_cases) except -1:
 */
  __pyx_r = 1;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":359
 *         return offset
 * 
 *     cdef int _try_specials_and_cache(self, hash_t key, Doc tokens, int* has_special, bint with_special_cases) except -1:             # <<<<<<<<<<<<<<
 *         cdef bint specials_hit = 0
 *         cdef bint cache_hit = 0
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._try_specials_and_cache", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":388
 *         return True
 * 
 *     cdef int _tokenize(self, Doc tokens, str span, hash_t orig_key, int* has_special, bint with_special_cases) except -1:             # <<<<<<<<<<<<<<
 *         cdef vector[LexemeC*] prefixes
 *         cdef vector[LexemeC*] suffixes
 */

static int __pyx_f_5spacy_9tokenizer_9Tokenizer__tokenize(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_tokens, PyObject *__pyx_v_span, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_orig_key, int *__pyx_v_has_special, int __pyx_v_with_special_cases) {
  std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  __pyx_v_prefixes;
  std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  __pyx_v_suffixes;
  int __pyx_v_orig_size;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_tokenize", 0);
  __Pyx_TraceCall("_tokenize", __pyx_f[0], 388, 0, __PYX_ERR(0, 388, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_span);

  /* "spacy/tokenizer.pyx":392
 *         cdef vector[LexemeC*] suffixes
 *         cdef int orig_size
 *         orig_size = tokens.length             # <<<<<<<<<<<<<<
 *         span = self._split_affixes(tokens.mem, span, &prefixes, &suffixes,
 *                                    has_special, with_special_cases)
 */
  __pyx_t_1 = __pyx_v_tokens->length;
  __pyx_v_orig_size = __pyx_t_1;

  /* "spacy/tokenizer.pyx":393
 *         cdef int orig_size
 *         orig_size = tokens.length
 *         span = self._split_affixes(tokens.mem, span, &prefixes, &suffixes,             # <<<<<<<<<<<<<<
 *                                    has_special, with_special_cases)
 *         self._attach_tokens(tokens, span, &prefixes, &suffixes, has_special,
 */
  __pyx_t_2 = ((PyObject *)__pyx_v_tokens->mem);
  __Pyx_INCREF(__pyx_t_2);

  /* "spacy/tokenizer.pyx":394
 *         orig_size = tokens.length
 *         span = self._split_affixes(tokens.mem, span, &prefixes, &suffixes,
 *                                    has_special, with_special_cases)             # <<<<<<<<<<<<<<
 *         self._attach_tokens(tokens, span, &prefixes, &suffixes, has_special,
 *                             with_special_cases)
 */
  __pyx_t_3 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_split_affixes(__pyx_v_self, ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_2), __pyx_v_span, (&__pyx_v_prefixes), (&__pyx_v_suffixes), __pyx_v_has_special, __pyx_v_with_special_cases); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 393, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF_SET(__pyx_v_span, ((PyObject*)__pyx_t_3));
  __pyx_t_3 = 0;

  /* "spacy/tokenizer.pyx":395
 *         span = self._split_affixes(tokens.mem, span, &prefixes, &suffixes,
 *                                    has_special, with_special_cases)
 *         self._attach_tokens(tokens, span, &prefixes, &suffixes, has_special,             # <<<<<<<<<<<<<<
 *                             with_special_cases)
 *         self._save_cached(&tokens.c[orig_size], orig_key, has_special,
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_attach_tokens(__pyx_v_self, __pyx_v_tokens, __pyx_v_span, (&__pyx_v_prefixes), (&__pyx_v_suffixes), __pyx_v_has_special, __pyx_v_with_special_cases); if (unlikely(__pyx_t_1 == ((int)-1))) __PYX_ERR(0, 395, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":397
 *         self._attach_tokens(tokens, span, &prefixes, &suffixes, has_special,
 *                             with_special_cases)
 *         self._save_cached(&tokens.c[orig_size], orig_key, has_special,             # <<<<<<<<<<<<<<
 *                           tokens.length - orig_size)
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_save_cached(__pyx_v_self, (&(__pyx_v_tokens->c[__pyx_v_orig_size])), __pyx_v_orig_key, __pyx_v_has_special, (__pyx_v_tokens->length - __pyx_v_orig_size)); if (unlikely(__pyx_t_1 == ((int)-1))) __PYX_ERR(0, 397, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":388
 *         return True
 * 
 *     cdef int _tokenize(self, Doc tokens, str span, hash_t orig_key, int* has_special, bint with_special_cases) except -1:             # <<<<<<<<<<<<<<
 *         cdef vector[LexemeC*] prefixes
 *         cdef vector[LexemeC*] suffixes
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._tokenize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_span);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":400
 *                           tokens.length - orig_size)
 * 
 *     cdef str _split_affixes(self, Pool mem, str string,             # <<<<<<<<<<<<<<
 *                                 vector[const LexemeC*] *prefixes,
 *                                 vector[const LexemeC*] *suffixes,
 */

static PyObject *__pyx_f_5spacy_9tokenizer_9Tokenizer__split_affixes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5cymem_5cymem_Pool *__pyx_v_mem, PyObject *__pyx_v_string, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_prefixes, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_suffixes, CYTHON_UNUSED int *__pyx_v_has_special, int __pyx_v_with_special_cases) {
  PyObject *__pyx_v_prefix = 0;
  PyObject *__pyx_v_suffix = 0;
  PyObject *__pyx_v_minus_pre = 0;
  PyObject *__pyx_v_minus_suf = 0;
  size_t __pyx_v_last_size;
  PyObject *__pyx_v_pre_len = NULL;
  PyObject *__pyx_v_suf_len = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_split_affixes", 0);
  __Pyx_TraceCall("_split_affixes", __pyx_f[0], 400, 0, __PYX_ERR(0, 400, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_string);

  /* "spacy/tokenizer.pyx":410
 *         cdef str minus_pre
 *         cdef str minus_suf
 *         cdef size_t last_size = 0             # <<<<<<<<<<<<<<
 *         while string and len(string) != last_size:
 *             if self.token_match and self.token_match(string):
 */
  __pyx_v_last_size = 0;

  /* "spacy/tokenizer.pyx":411
 *         cdef str minus_suf
 *         cdef size_t last_size = 0
 *         while string and len(string) != last_size:             # <<<<<<<<<<<<<<
 *             if self.token_match and self.token_match(string):
 *                 break
 */
  while (1) {
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_string); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 411, __pyx_L1_error)
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_t_3 = PyObject_Length(__pyx_v_string); if (unlikely(__pyx_t_3 == ((Py_ssize_t)-1))) __PYX_ERR(0, 411, __pyx_L1_error)
    __pyx_t_2 = ((__pyx_t_3 != __pyx_v_last_size) != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L5_bool_binop_done:;
    if (!__pyx_t_1) break;

    /* "spacy/tokenizer.pyx":412
 *         cdef size_t last_size = 0
 *         while string and len(string) != last_size:
 *             if self.token_match and self.token_match(string):             # <<<<<<<<<<<<<<
 *                 break
 *             if with_special_cases and self._specials.get(hash_string(string)) != NULL:
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_token_match); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L8_bool_binop_done;
    }
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_token_match); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_4 = (__pyx_t_6) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_6, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_string);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_1 = __pyx_t_2;
    __pyx_L8_bool_binop_done:;
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":413
 *         while string and len(string) != last_size:
 *             if self.token_match and self.token_match(string):
 *                 break             # <<<<<<<<<<<<<<
 *             if with_special_cases and self._specials.get(hash_string(string)) != NULL:
 *                 break
 */
      goto __pyx_L4_break;

      /* "spacy/tokenizer.pyx":412
 *         cdef size_t last_size = 0
 *         while string and len(string) != last_size:
 *             if self.token_match and self.token_match(string):             # <<<<<<<<<<<<<<
 *                 break
 *             if with_special_cases and self._specials.get(hash_string(string)) != NULL:
 */
    }

    /* "spacy/tokenizer.pyx":414
 *             if self.token_match and self.token_match(string):
 *                 break
 *             if with_special_cases and self._specials.get(hash_string(string)) != NULL:             # <<<<<<<<<<<<<<
 *                 break
 *             last_size = len(string)
 */
    __pyx_t_2 = (__pyx_v_with_special_cases != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L11_bool_binop_done;
    }
    __pyx_t_7 = __pyx_f_5spacy_7strings_hash_string(__pyx_v_string, 0); if (unlikely(__pyx_t_7 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 414, __pyx_L1_error)
    __pyx_t_2 = ((((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->get(__pyx_v_self->_specials, __pyx_t_7) != NULL) != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L11_bool_binop_done:;
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":415
 *                 break
 *             if with_special_cases and self._specials.get(hash_string(string)) != NULL:
 *                 break             # <<<<<<<<<<<<<<
 *             last_size = len(string)
 *             pre_len = self.find_prefix(string)
 */
      goto __pyx_L4_break;

      /* "spacy/tokenizer.pyx":414
 *             if self.token_match and self.token_match(string):
 *                 break
 *             if with_special_cases and self._specials.get(hash_string(string)) != NULL:             # <<<<<<<<<<<<<<
 *                 break
 *             last_size = len(string)
 */
    }

    /* "spacy/tokenizer.pyx":416
 *             if with_special_cases and self._specials.get(hash_string(string)) != NULL:
 *                 break
 *             last_size = len(string)             # <<<<<<<<<<<<<<
 *             pre_len = self.find_prefix(string)
 *             if pre_len != 0:
 */
    __pyx_t_3 = PyObject_Length(__pyx_v_string); if (unlikely(__pyx_t_3 == ((Py_ssize_t)-1))) __PYX_ERR(0, 416, __pyx_L1_error)
    __pyx_v_last_size = __pyx_t_3;

    /* "spacy/tokenizer.pyx":417
 *                 break
 *             last_size = len(string)
 *             pre_len = self.find_prefix(string)             # <<<<<<<<<<<<<<
 *             if pre_len != 0:
 *                 prefix = string[:pre_len]
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_find_prefix); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 417, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_4 = (__pyx_t_6) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_6, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_string);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 417, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF_SET(__pyx_v_pre_len, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":418
 *             last_size = len(string)
 *             pre_len = self.find_prefix(string)
 *             if pre_len != 0:             # <<<<<<<<<<<<<<
 *                 prefix = string[:pre_len]
 *                 minus_pre = string[pre_len:]
 */
    __pyx_t_4 = __Pyx_PyInt_NeObjC(__pyx_v_pre_len, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 418, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 418, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":419
 *             pre_len = self.find_prefix(string)
 *             if pre_len != 0:
 *                 prefix = string[:pre_len]             # <<<<<<<<<<<<<<
 *                 minus_pre = string[pre_len:]
 *                 if minus_pre and with_special_cases and self._specials.get(hash_string(minus_pre)) != NULL:
 */
      if (unlikely(__pyx_v_string == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        __PYX_ERR(0, 419, __pyx_L1_error)
      }
      __Pyx_INCREF(__pyx_v_pre_len);
      __pyx_t_4 = __pyx_v_pre_len;
      __pyx_t_1 = (__pyx_t_4 == Py_None);
      if (__pyx_t_1) {
        __pyx_t_3 = PY_SSIZE_T_MAX;
      } else {
        __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 419, __pyx_L1_error)
        __pyx_t_3 = __pyx_t_8;
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_4 = PySequence_GetSlice(__pyx_v_string, 0, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 419, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_prefix, ((PyObject*)__pyx_t_4));
      __pyx_t_4 = 0;

      /* "spacy/tokenizer.pyx":420
 *             if pre_len != 0:
 *                 prefix = string[:pre_len]
 *                 minus_pre = string[pre_len:]             # <<<<<<<<<<<<<<
 *                 if minus_pre and with_special_cases and self._specials.get(hash_string(minus_pre)) != NULL:
 *                     string = minus_pre
 */
      if (unlikely(__pyx_v_string == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        __PYX_ERR(0, 420, __pyx_L1_error)
      }
      __Pyx_INCREF(__pyx_v_pre_len);
      __pyx_t_4 = __pyx_v_pre_len;
      __pyx_t_1 = (__pyx_t_4 == Py_None);
      if (__pyx_t_1) {
        __pyx_t_3 = 0;
      } else {
        __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 420, __pyx_L1_error)
        __pyx_t_3 = __pyx_t_8;
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_4 = PySequence_GetSlice(__pyx_v_string, __pyx_t_3, PY_SSIZE_T_MAX); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 420, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_minus_pre, ((PyObject*)__pyx_t_4));
      __pyx_t_4 = 0;

      /* "spacy/tokenizer.pyx":421
 *                 prefix = string[:pre_len]
 *                 minus_pre = string[pre_len:]
 *                 if minus_pre and with_special_cases and self._specials.get(hash_string(minus_pre)) != NULL:             # <<<<<<<<<<<<<<
 *                     string = minus_pre
 *                     prefixes.push_back(self.vocab.get(mem, prefix))
 */
      __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_minus_pre); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 421, __pyx_L1_error)
      if (__pyx_t_2) {
      } else {
        __pyx_t_1 = __pyx_t_2;
        goto __pyx_L15_bool_binop_done;
      }
      __pyx_t_2 = (__pyx_v_with_special_cases != 0);
      if (__pyx_t_2) {
      } else {
        __pyx_t_1 = __pyx_t_2;
        goto __pyx_L15_bool_binop_done;
      }
      __pyx_t_7 = __pyx_f_5spacy_7strings_hash_string(__pyx_v_minus_pre, 0); if (unlikely(__pyx_t_7 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 421, __pyx_L1_error)
      __pyx_t_2 = ((((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->get(__pyx_v_self->_specials, __pyx_t_7) != NULL) != 0);
      __pyx_t_1 = __pyx_t_2;
      __pyx_L15_bool_binop_done:;
      if (__pyx_t_1) {

        /* "spacy/tokenizer.pyx":422
 *                 minus_pre = string[pre_len:]
 *                 if minus_pre and with_special_cases and self._specials.get(hash_string(minus_pre)) != NULL:
 *                     string = minus_pre             # <<<<<<<<<<<<<<
 *                     prefixes.push_back(self.vocab.get(mem, prefix))
 *                     break
 */
        __Pyx_INCREF(__pyx_v_minus_pre);
        __Pyx_DECREF_SET(__pyx_v_string, __pyx_v_minus_pre);

        /* "spacy/tokenizer.pyx":423
 *                 if minus_pre and with_special_cases and self._specials.get(hash_string(minus_pre)) != NULL:
 *                     string = minus_pre
 *                     prefixes.push_back(self.vocab.get(mem, prefix))             # <<<<<<<<<<<<<<
 *                     break
 *             suf_len = self.find_suffix(string[pre_len:])
 */
        __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, __pyx_v_mem, __pyx_v_prefix); if (unlikely(__pyx_t_9 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 423, __pyx_L1_error)
        try {
          __pyx_v_prefixes->push_back(__pyx_t_9);
        } catch(...) {
          __Pyx_CppExn2PyErr();
          __PYX_ERR(0, 423, __pyx_L1_error)
        }

        /* "spacy/tokenizer.pyx":424
 *                     string = minus_pre
 *                     prefixes.push_back(self.vocab.get(mem, prefix))
 *                     break             # <<<<<<<<<<<<<<
 *             suf_len = self.find_suffix(string[pre_len:])
 *             if suf_len != 0:
 */
        goto __pyx_L4_break;

        /* "spacy/tokenizer.pyx":421
 *                 prefix = string[:pre_len]
 *                 minus_pre = string[pre_len:]
 *                 if minus_pre and with_special_cases and self._specials.get(hash_string(minus_pre)) != NULL:             # <<<<<<<<<<<<<<
 *                     string = minus_pre
 *                     prefixes.push_back(self.vocab.get(mem, prefix))
 */
      }

      /* "spacy/tokenizer.pyx":418
 *             last_size = len(string)
 *             pre_len = self.find_prefix(string)
 *             if pre_len != 0:             # <<<<<<<<<<<<<<
 *                 prefix = string[:pre_len]
 *                 minus_pre = string[pre_len:]
 */
    }

    /* "spacy/tokenizer.pyx":425
 *                     prefixes.push_back(self.vocab.get(mem, prefix))
 *                     break
 *             suf_len = self.find_suffix(string[pre_len:])             # <<<<<<<<<<<<<<
 *             if suf_len != 0:
 *                 suffix = string[-suf_len:]
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_find_suffix); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 425, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    if (unlikely(__pyx_v_string == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      __PYX_ERR(0, 425, __pyx_L1_error)
    }
    __Pyx_INCREF(__pyx_v_pre_len);
    __pyx_t_6 = __pyx_v_pre_len;
    __pyx_t_1 = (__pyx_t_6 == Py_None);
    if (__pyx_t_1) {
      __pyx_t_3 = 0;
    } else {
      __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 425, __pyx_L1_error)
      __pyx_t_3 = __pyx_t_8;
    }
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = PySequence_GetSlice(__pyx_v_string, __pyx_t_3, PY_SSIZE_T_MAX); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 425, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_10 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_10)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_10);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_4 = (__pyx_t_10) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_10, __pyx_t_6) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_6);
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 425, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF_SET(__pyx_v_suf_len, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":426
 *                     break
 *             suf_len = self.find_suffix(string[pre_len:])
 *             if suf_len != 0:             # <<<<<<<<<<<<<<
 *                 suffix = string[-suf_len:]
 *                 minus_suf = string[:-suf_len]
 */
    __pyx_t_4 = __Pyx_PyInt_NeObjC(__pyx_v_suf_len, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 426, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 426, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":427
 *             suf_len = self.find_suffix(string[pre_len:])
 *             if suf_len != 0:
 *                 suffix = string[-suf_len:]             # <<<<<<<<<<<<<<
 *                 minus_suf = string[:-suf_len]
 *                 if minus_suf and with_special_cases and self._specials.get(hash_string(minus_suf)) != NULL:
 */
      if (unlikely(__pyx_v_string == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        __PYX_ERR(0, 427, __pyx_L1_error)
      }
      __pyx_t_4 = PyNumber_Negative(__pyx_v_suf_len); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 427, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_1 = (__pyx_t_4 == Py_None);
      if (__pyx_t_1) {
        __pyx_t_3 = 0;
      } else {
        __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 427, __pyx_L1_error)
        __pyx_t_3 = __pyx_t_8;
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_4 = PySequence_GetSlice(__pyx_v_string, __pyx_t_3, PY_SSIZE_T_MAX); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 427, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_suffix, ((PyObject*)__pyx_t_4));
      __pyx_t_4 = 0;

      /* "spacy/tokenizer.pyx":428
 *             if suf_len != 0:
 *                 suffix = string[-suf_len:]
 *                 minus_suf = string[:-suf_len]             # <<<<<<<<<<<<<<
 *                 if minus_suf and with_special_cases and self._specials.get(hash_string(minus_suf)) != NULL:
 *                     string = minus_suf
 */
      if (unlikely(__pyx_v_string == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        __PYX_ERR(0, 428, __pyx_L1_error)
      }
      __pyx_t_4 = PyNumber_Negative(__pyx_v_suf_len); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 428, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_1 = (__pyx_t_4 == Py_None);
      if (__pyx_t_1) {
        __pyx_t_3 = PY_SSIZE_T_MAX;
      } else {
        __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 428, __pyx_L1_error)
        __pyx_t_3 = __pyx_t_8;
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_4 = PySequence_GetSlice(__pyx_v_string, 0, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 428, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_minus_suf, ((PyObject*)__pyx_t_4));
      __pyx_t_4 = 0;

      /* "spacy/tokenizer.pyx":429
 *                 suffix = string[-suf_len:]
 *                 minus_suf = string[:-suf_len]
 *                 if minus_suf and with_special_cases and self._specials.get(hash_string(minus_suf)) != NULL:             # <<<<<<<<<<<<<<
 *                     string = minus_suf
 *                     suffixes.push_back(self.vocab.get(mem, suffix))
 */
      __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_minus_suf); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 429, __pyx_L1_error)
      if (__pyx_t_2) {
      } else {
        __pyx_t_1 = __pyx_t_2;
        goto __pyx_L20_bool_binop_done;
      }
      __pyx_t_2 = (__pyx_v_with_special_cases != 0);
      if (__pyx_t_2) {
      } else {
        __pyx_t_1 = __pyx_t_2;
        goto __pyx_L20_bool_binop_done;
      }
      __pyx_t_7 = __pyx_f_5spacy_7strings_hash_string(__pyx_v_minus_suf, 0); if (unlikely(__pyx_t_7 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 429, __pyx_L1_error)
      __pyx_t_2 = ((((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->get(__pyx_v_self->_specials, __pyx_t_7) != NULL) != 0);
      __pyx_t_1 = __pyx_t_2;
      __pyx_L20_bool_binop_done:;
      if (__pyx_t_1) {

        /* "spacy/tokenizer.pyx":430
 *                 minus_suf = string[:-suf_len]
 *                 if minus_suf and with_special_cases and self._specials.get(hash_string(minus_suf)) != NULL:
 *                     string = minus_suf             # <<<<<<<<<<<<<<
 *                     suffixes.push_back(self.vocab.get(mem, suffix))
 *                     break
 */
        __Pyx_INCREF(__pyx_v_minus_suf);
        __Pyx_DECREF_SET(__pyx_v_string, __pyx_v_minus_suf);

        /* "spacy/tokenizer.pyx":431
 *                 if minus_suf and with_special_cases and self._specials.get(hash_string(minus_suf)) != NULL:
 *                     string = minus_suf
 *                     suffixes.push_back(self.vocab.get(mem, suffix))             # <<<<<<<<<<<<<<
 *                     break
 *             if pre_len and suf_len and (pre_len + suf_len) <= len(string):
 */
        __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, __pyx_v_mem, __pyx_v_suffix); if (unlikely(__pyx_t_9 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 431, __pyx_L1_error)
        try {
          __pyx_v_suffixes->push_back(__pyx_t_9);
        } catch(...) {
          __Pyx_CppExn2PyErr();
          __PYX_ERR(0, 431, __pyx_L1_error)
        }

        /* "spacy/tokenizer.pyx":432
 *                     string = minus_suf
 *                     suffixes.push_back(self.vocab.get(mem, suffix))
 *                     break             # <<<<<<<<<<<<<<
 *             if pre_len and suf_len and (pre_len + suf_len) <= len(string):
 *                 string = string[pre_len:-suf_len]
 */
        goto __pyx_L4_break;

        /* "spacy/tokenizer.pyx":429
 *                 suffix = string[-suf_len:]
 *                 minus_suf = string[:-suf_len]
 *                 if minus_suf and with_special_cases and self._specials.get(hash_string(minus_suf)) != NULL:             # <<<<<<<<<<<<<<
 *                     string = minus_suf
 *                     suffixes.push_back(self.vocab.get(mem, suffix))
 */
      }

      /* "spacy/tokenizer.pyx":426
 *                     break
 *             suf_len = self.find_suffix(string[pre_len:])
 *             if suf_len != 0:             # <<<<<<<<<<<<<<
 *                 suffix = string[-suf_len:]
 *                 minus_suf = string[:-suf_len]
 */
    }

    /* "spacy/tokenizer.pyx":433
 *                     suffixes.push_back(self.vocab.get(mem, suffix))
 *                     break
 *             if pre_len and suf_len and (pre_len + suf_len) <= len(string):             # <<<<<<<<<<<<<<
 *                 string = string[pre_len:-suf_len]
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 */
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_pre_len); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 433, __pyx_L1_error)
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L24_bool_binop_done;
    }
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_suf_len); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 433, __pyx_L1_error)
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L24_bool_binop_done;
    }
    __pyx_t_4 = PyNumber_Add(__pyx_v_pre_len, __pyx_v_suf_len); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 433, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = PyObject_Length(__pyx_v_string); if (unlikely(__pyx_t_3 == ((Py_ssize_t)-1))) __PYX_ERR(0, 433, __pyx_L1_error)
    __pyx_t_5 = PyInt_FromSsize_t(__pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 433, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = PyObject_RichCompare(__pyx_t_4, __pyx_t_5, Py_LE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 433, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 433, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_1 = __pyx_t_2;
    __pyx_L24_bool_binop_done:;
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":434
 *                     break
 *             if pre_len and suf_len and (pre_len + suf_len) <= len(string):
 *                 string = string[pre_len:-suf_len]             # <<<<<<<<<<<<<<
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 */
      if (unlikely(__pyx_v_string == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        __PYX_ERR(0, 434, __pyx_L1_error)
      }
      __Pyx_INCREF(__pyx_v_pre_len);
      __pyx_t_6 = __pyx_v_pre_len;
      __pyx_t_1 = (__pyx_t_6 == Py_None);
      if (__pyx_t_1) {
        __pyx_t_3 = 0;
      } else {
        __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 434, __pyx_L1_error)
        __pyx_t_3 = __pyx_t_8;
      }
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_6 = PyNumber_Negative(__pyx_v_suf_len); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 434, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_1 = (__pyx_t_6 == Py_None);
      if (__pyx_t_1) {
        __pyx_t_8 = PY_SSIZE_T_MAX;
      } else {
        __pyx_t_11 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_11 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 434, __pyx_L1_error)
        __pyx_t_8 = __pyx_t_11;
      }
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_6 = PySequence_GetSlice(__pyx_v_string, __pyx_t_3, __pyx_t_8); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 434, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF_SET(__pyx_v_string, ((PyObject*)__pyx_t_6));
      __pyx_t_6 = 0;

      /* "spacy/tokenizer.pyx":435
 *             if pre_len and suf_len and (pre_len + suf_len) <= len(string):
 *                 string = string[pre_len:-suf_len]
 *                 prefixes.push_back(self.vocab.get(mem, prefix))             # <<<<<<<<<<<<<<
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 *             elif pre_len:
 */
      if (unlikely(!__pyx_v_prefix)) { __Pyx_RaiseUnboundLocalError("prefix"); __PYX_ERR(0, 435, __pyx_L1_error) }
      __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, __pyx_v_mem, __pyx_v_prefix); if (unlikely(__pyx_t_9 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 435, __pyx_L1_error)
      try {
        __pyx_v_prefixes->push_back(__pyx_t_9);
      } catch(...) {
        __Pyx_CppExn2PyErr();
        __PYX_ERR(0, 435, __pyx_L1_error)
      }

      /* "spacy/tokenizer.pyx":436
 *                 string = string[pre_len:-suf_len]
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *                 suffixes.push_back(self.vocab.get(mem, suffix))             # <<<<<<<<<<<<<<
 *             elif pre_len:
 *                 string = minus_pre
 */
      if (unlikely(!__pyx_v_suffix)) { __Pyx_RaiseUnboundLocalError("suffix"); __PYX_ERR(0, 436, __pyx_L1_error) }
      __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, __pyx_v_mem, __pyx_v_suffix); if (unlikely(__pyx_t_9 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 436, __pyx_L1_error)
      try {
        __pyx_v_suffixes->push_back(__pyx_t_9);
      } catch(...) {
        __Pyx_CppExn2PyErr();
        __PYX_ERR(0, 436, __pyx_L1_error)
      }

      /* "spacy/tokenizer.pyx":433
 *                     suffixes.push_back(self.vocab.get(mem, suffix))
 *                     break
 *             if pre_len and suf_len and (pre_len + suf_len) <= len(string):             # <<<<<<<<<<<<<<
 *                 string = string[pre_len:-suf_len]
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 */
      goto __pyx_L23;
    }

    /* "spacy/tokenizer.pyx":437
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 *             elif pre_len:             # <<<<<<<<<<<<<<
 *                 string = minus_pre
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 */
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_pre_len); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 437, __pyx_L1_error)
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":438
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 *             elif pre_len:
 *                 string = minus_pre             # <<<<<<<<<<<<<<
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *             elif suf_len:
 */
      if (unlikely(!__pyx_v_minus_pre)) { __Pyx_RaiseUnboundLocalError("minus_pre"); __PYX_ERR(0, 438, __pyx_L1_error) }
      __Pyx_INCREF(__pyx_v_minus_pre);
      __Pyx_DECREF_SET(__pyx_v_string, __pyx_v_minus_pre);

      /* "spacy/tokenizer.pyx":439
 *             elif pre_len:
 *                 string = minus_pre
 *                 prefixes.push_back(self.vocab.get(mem, prefix))             # <<<<<<<<<<<<<<
 *             elif suf_len:
 *                 string = minus_suf
 */
      if (unlikely(!__pyx_v_prefix)) { __Pyx_RaiseUnboundLocalError("prefix"); __PYX_ERR(0, 439, __pyx_L1_error) }
      __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, __pyx_v_mem, __pyx_v_prefix); if (unlikely(__pyx_t_9 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 439, __pyx_L1_error)
      try {
        __pyx_v_prefixes->push_back(__pyx_t_9);
      } catch(...) {
        __Pyx_CppExn2PyErr();
        __PYX_ERR(0, 439, __pyx_L1_error)
      }

      /* "spacy/tokenizer.pyx":437
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 *             elif pre_len:             # <<<<<<<<<<<<<<
 *                 string = minus_pre
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 */
      goto __pyx_L23;
    }

    /* "spacy/tokenizer.pyx":440
 *                 string = minus_pre
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *             elif suf_len:             # <<<<<<<<<<<<<<
 *                 string = minus_suf
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 */
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_suf_len); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 440, __pyx_L1_error)
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":441
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *             elif suf_len:
 *                 string = minus_suf             # <<<<<<<<<<<<<<
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 *         return string
 */
      if (unlikely(!__pyx_v_minus_suf)) { __Pyx_RaiseUnboundLocalError("minus_suf"); __PYX_ERR(0, 441, __pyx_L1_error) }
      __Pyx_INCREF(__pyx_v_minus_suf);
      __Pyx_DECREF_SET(__pyx_v_string, __pyx_v_minus_suf);

      /* "spacy/tokenizer.pyx":442
 *             elif suf_len:
 *                 string = minus_suf
 *                 suffixes.push_back(self.vocab.get(mem, suffix))             # <<<<<<<<<<<<<<
 *         return string
 * 
 */
      if (unlikely(!__pyx_v_suffix)) { __Pyx_RaiseUnboundLocalError("suffix"); __PYX_ERR(0, 442, __pyx_L1_error) }
      __pyx_t_9 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, __pyx_v_mem, __pyx_v_suffix); if (unlikely(__pyx_t_9 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 442, __pyx_L1_error)
      try {
        __pyx_v_suffixes->push_back(__pyx_t_9);
      } catch(...) {
        __Pyx_CppExn2PyErr();
        __PYX_ERR(0, 442, __pyx_L1_error)
      }

      /* "spacy/tokenizer.pyx":440
 *                 string = minus_pre
 *                 prefixes.push_back(self.vocab.get(mem, prefix))
 *             elif suf_len:             # <<<<<<<<<<<<<<
 *                 string = minus_suf
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 */
    }
    __pyx_L23:;
  }
  __pyx_L4_break:;

  /* "spacy/tokenizer.pyx":443
 *                 string = minus_suf
 *                 suffixes.push_back(self.vocab.get(mem, suffix))
 *         return string             # <<<<<<<<<<<<<<
 * 
 *     cdef int _attach_tokens(self, Doc tokens, str string,
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_string);
  __pyx_r = __pyx_v_string;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":400
 *                           tokens.length - orig_size)
 * 
 *     cdef str _split_affixes(self, Pool mem, str string,             # <<<<<<<<<<<<<<
 *                                 vector[const LexemeC*] *prefixes,
 *                                 vector[const LexemeC*] *suffixes,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._split_affixes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_prefix);
  __Pyx_XDECREF(__pyx_v_suffix);
  __Pyx_XDECREF(__pyx_v_minus_pre);
  __Pyx_XDECREF(__pyx_v_minus_suf);
  __Pyx_XDECREF(__pyx_v_pre_len);
  __Pyx_XDECREF(__pyx_v_suf_len);
  __Pyx_XDECREF(__pyx_v_string);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":445
 *         return string
 * 
 *     cdef int _attach_tokens(self, Doc tokens, str string,             # <<<<<<<<<<<<<<
 *                             vector[const LexemeC*] *prefixes,
 *                             vector[const LexemeC*] *suffixes,
 */

static int __pyx_f_5spacy_9tokenizer_9Tokenizer__attach_tokens(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_tokens, PyObject *__pyx_v_string, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_prefixes, std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *>  *__pyx_v_suffixes, int *__pyx_v_has_special, int __pyx_v_with_special_cases) {
  CYTHON_UNUSED int __pyx_v_specials_hit;
  CYTHON_UNUSED int __pyx_v_cache_hit;
  struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lexeme;
  PyObject *__pyx_v_span = 0;
  int __pyx_v_i;
  PyObject *__pyx_v_matches = NULL;
  PyObject *__pyx_v_start = NULL;
  long __pyx_v_start_before_infixes;
  PyObject *__pyx_v_match = NULL;
  PyObject *__pyx_v_infix_start = NULL;
  PyObject *__pyx_v_infix_end = NULL;
  PyObject *__pyx_v_infix_span = NULL;
  std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *> ::reverse_iterator __pyx_v_it;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *> ::size_type __pyx_t_2;
  std::vector<struct __pyx_t_5spacy_7structs_LexemeC const *> ::size_type __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_t_11;
  long __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  PyObject *(*__pyx_t_14)(PyObject *);
  PyObject *__pyx_t_15 = NULL;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_attach_tokens", 0);
  __Pyx_TraceCall("_attach_tokens", __pyx_f[0], 445, 0, __PYX_ERR(0, 445, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":450
 *                             int* has_special,
 *                             bint with_special_cases) except -1:
 *         cdef bint specials_hit = 0             # <<<<<<<<<<<<<<
 *         cdef bint cache_hit = 0
 *         cdef int split, end
 */
  __pyx_v_specials_hit = 0;

  /* "spacy/tokenizer.pyx":451
 *                             bint with_special_cases) except -1:
 *         cdef bint specials_hit = 0
 *         cdef bint cache_hit = 0             # <<<<<<<<<<<<<<
 *         cdef int split, end
 *         cdef const LexemeC* const* lexemes
 */
  __pyx_v_cache_hit = 0;

  /* "spacy/tokenizer.pyx":457
 *         cdef str span
 *         cdef int i
 *         if prefixes.size():             # <<<<<<<<<<<<<<
 *             for i in range(prefixes.size()):
 *                 tokens.push_back(prefixes[0][i], False)
 */
  __pyx_t_1 = (__pyx_v_prefixes->size() != 0);
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":458
 *         cdef int i
 *         if prefixes.size():
 *             for i in range(prefixes.size()):             # <<<<<<<<<<<<<<
 *                 tokens.push_back(prefixes[0][i], False)
 *         if string:
 */
    __pyx_t_2 = __pyx_v_prefixes->size();
    __pyx_t_3 = __pyx_t_2;
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
      __pyx_v_i = __pyx_t_4;

      /* "spacy/tokenizer.pyx":459
 *         if prefixes.size():
 *             for i in range(prefixes.size()):
 *                 tokens.push_back(prefixes[0][i], False)             # <<<<<<<<<<<<<<
 *         if string:
 *             if self._try_specials_and_cache(hash_string(string), tokens, has_special, with_special_cases):
 */
      __pyx_t_5 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, ((__pyx_v_prefixes[0])[__pyx_v_i]), 0); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(0, 459, __pyx_L1_error)
    }

    /* "spacy/tokenizer.pyx":457
 *         cdef str span
 *         cdef int i
 *         if prefixes.size():             # <<<<<<<<<<<<<<
 *             for i in range(prefixes.size()):
 *                 tokens.push_back(prefixes[0][i], False)
 */
  }

  /* "spacy/tokenizer.pyx":460
 *             for i in range(prefixes.size()):
 *                 tokens.push_back(prefixes[0][i], False)
 *         if string:             # <<<<<<<<<<<<<<
 *             if self._try_specials_and_cache(hash_string(string), tokens, has_special, with_special_cases):
 *                 pass
 */
  __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_string); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 460, __pyx_L1_error)
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":461
 *                 tokens.push_back(prefixes[0][i], False)
 *         if string:
 *             if self._try_specials_and_cache(hash_string(string), tokens, has_special, with_special_cases):             # <<<<<<<<<<<<<<
 *                 pass
 *             elif (self.token_match and self.token_match(string)) or \
 */
    __pyx_t_6 = __pyx_f_5spacy_7strings_hash_string(__pyx_v_string, 0); if (unlikely(__pyx_t_6 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 461, __pyx_L1_error)
    __pyx_t_4 = ((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_try_specials_and_cache(__pyx_v_self, __pyx_t_6, __pyx_v_tokens, __pyx_v_has_special, __pyx_v_with_special_cases); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(0, 461, __pyx_L1_error)
    __pyx_t_1 = (__pyx_t_4 != 0);
    if (__pyx_t_1) {
      goto __pyx_L7;
    }

    /* "spacy/tokenizer.pyx":463
 *             if self._try_specials_and_cache(hash_string(string), tokens, has_special, with_special_cases):
 *                 pass
 *             elif (self.token_match and self.token_match(string)) or \             # <<<<<<<<<<<<<<
 *                     (self.url_match and \
 *                     self.url_match(string)):
 */
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_token_match); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 463, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 463, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (!__pyx_t_8) {
      goto __pyx_L9_next_or;
    } else {
    }
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_token_match); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 463, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_10 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_9))) {
      __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_9);
      if (likely(__pyx_t_10)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
        __Pyx_INCREF(__pyx_t_10);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_9, function);
      }
    }
    __pyx_t_7 = (__pyx_t_10) ? __Pyx_PyObject_Call2Args(__pyx_t_9, __pyx_t_10, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_9, __pyx_v_string);
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 463, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 463, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (!__pyx_t_8) {
    } else {
      __pyx_t_1 = __pyx_t_8;
      goto __pyx_L8_bool_binop_done;
    }
    __pyx_L9_next_or:;

    /* "spacy/tokenizer.pyx":464
 *                 pass
 *             elif (self.token_match and self.token_match(string)) or \
 *                     (self.url_match and \             # <<<<<<<<<<<<<<
 *                     self.url_match(string)):
 *                 # We're always saying 'no' to spaces here -- the caller will
 */
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_url_match); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 464, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 464, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (__pyx_t_8) {
    } else {
      __pyx_t_1 = __pyx_t_8;
      goto __pyx_L8_bool_binop_done;
    }

    /* "spacy/tokenizer.pyx":465
 *             elif (self.token_match and self.token_match(string)) or \
 *                     (self.url_match and \
 *                     self.url_match(string)):             # <<<<<<<<<<<<<<
 *                 # We're always saying 'no' to spaces here -- the caller will
 *                 # fix up the outermost one, with reference to the original.
 */
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_url_match); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 465, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_10 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_9))) {
      __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_9);
      if (likely(__pyx_t_10)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
        __Pyx_INCREF(__pyx_t_10);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_9, function);
      }
    }
    __pyx_t_7 = (__pyx_t_10) ? __Pyx_PyObject_Call2Args(__pyx_t_9, __pyx_t_10, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_9, __pyx_v_string);
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 465, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 465, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_1 = __pyx_t_8;
    __pyx_L8_bool_binop_done:;

    /* "spacy/tokenizer.pyx":463
 *             if self._try_specials_and_cache(hash_string(string), tokens, has_special, with_special_cases):
 *                 pass
 *             elif (self.token_match and self.token_match(string)) or \             # <<<<<<<<<<<<<<
 *                     (self.url_match and \
 *                     self.url_match(string)):
 */
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":469
 *                 # fix up the outermost one, with reference to the original.
 *                 # See Issue #859
 *                 tokens.push_back(self.vocab.get(tokens.mem, string), False)             # <<<<<<<<<<<<<<
 *             else:
 *                 matches = self.find_infix(string)
 */
      __pyx_t_7 = ((PyObject *)__pyx_v_tokens->mem);
      __Pyx_INCREF(__pyx_t_7);
      __pyx_t_11 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_7), __pyx_v_string); if (unlikely(__pyx_t_11 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 469, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_4 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, __pyx_t_11, 0); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(0, 469, __pyx_L1_error)

      /* "spacy/tokenizer.pyx":463
 *             if self._try_specials_and_cache(hash_string(string), tokens, has_special, with_special_cases):
 *                 pass
 *             elif (self.token_match and self.token_match(string)) or \             # <<<<<<<<<<<<<<
 *                     (self.url_match and \
 *                     self.url_match(string)):
 */
      goto __pyx_L7;
    }

    /* "spacy/tokenizer.pyx":471
 *                 tokens.push_back(self.vocab.get(tokens.mem, string), False)
 *             else:
 *                 matches = self.find_infix(string)             # <<<<<<<<<<<<<<
 *                 if not matches:
 *                     tokens.push_back(self.vocab.get(tokens.mem, string), False)
 */
    /*else*/ {
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_find_infix); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 471, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_10 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_9))) {
        __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_9);
        if (likely(__pyx_t_10)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
          __Pyx_INCREF(__pyx_t_10);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_9, function);
        }
      }
      __pyx_t_7 = (__pyx_t_10) ? __Pyx_PyObject_Call2Args(__pyx_t_9, __pyx_t_10, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_9, __pyx_v_string);
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 471, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_matches = __pyx_t_7;
      __pyx_t_7 = 0;

      /* "spacy/tokenizer.pyx":472
 *             else:
 *                 matches = self.find_infix(string)
 *                 if not matches:             # <<<<<<<<<<<<<<
 *                     tokens.push_back(self.vocab.get(tokens.mem, string), False)
 *                 else:
 */
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_matches); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 472, __pyx_L1_error)
      __pyx_t_8 = ((!__pyx_t_1) != 0);
      if (__pyx_t_8) {

        /* "spacy/tokenizer.pyx":473
 *                 matches = self.find_infix(string)
 *                 if not matches:
 *                     tokens.push_back(self.vocab.get(tokens.mem, string), False)             # <<<<<<<<<<<<<<
 *                 else:
 *                     # Let's say we have dyn-o-mite-dave - the regex finds the
 */
        __pyx_t_7 = ((PyObject *)__pyx_v_tokens->mem);
        __Pyx_INCREF(__pyx_t_7);
        __pyx_t_11 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_7), __pyx_v_string); if (unlikely(__pyx_t_11 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 473, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __pyx_t_4 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, __pyx_t_11, 0); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(0, 473, __pyx_L1_error)

        /* "spacy/tokenizer.pyx":472
 *             else:
 *                 matches = self.find_infix(string)
 *                 if not matches:             # <<<<<<<<<<<<<<
 *                     tokens.push_back(self.vocab.get(tokens.mem, string), False)
 *                 else:
 */
        goto __pyx_L12;
      }

      /* "spacy/tokenizer.pyx":477
 *                     # Let's say we have dyn-o-mite-dave - the regex finds the
 *                     # start and end positions of the hyphens
 *                     start = 0             # <<<<<<<<<<<<<<
 *                     start_before_infixes = start
 *                     for match in matches:
 */
      /*else*/ {
        __Pyx_INCREF(__pyx_int_0);
        __pyx_v_start = __pyx_int_0;

        /* "spacy/tokenizer.pyx":478
 *                     # start and end positions of the hyphens
 *                     start = 0
 *                     start_before_infixes = start             # <<<<<<<<<<<<<<
 *                     for match in matches:
 *                         infix_start = match.start()
 */
        __pyx_t_12 = __Pyx_PyInt_As_long(__pyx_v_start); if (unlikely((__pyx_t_12 == (long)-1) && PyErr_Occurred())) __PYX_ERR(0, 478, __pyx_L1_error)
        __pyx_v_start_before_infixes = __pyx_t_12;

        /* "spacy/tokenizer.pyx":479
 *                     start = 0
 *                     start_before_infixes = start
 *                     for match in matches:             # <<<<<<<<<<<<<<
 *                         infix_start = match.start()
 *                         infix_end = match.end()
 */
        if (likely(PyList_CheckExact(__pyx_v_matches)) || PyTuple_CheckExact(__pyx_v_matches)) {
          __pyx_t_7 = __pyx_v_matches; __Pyx_INCREF(__pyx_t_7); __pyx_t_13 = 0;
          __pyx_t_14 = NULL;
        } else {
          __pyx_t_13 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_v_matches); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 479, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_7);
          __pyx_t_14 = Py_TYPE(__pyx_t_7)->tp_iternext; if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 479, __pyx_L1_error)
        }
        for (;;) {
          if (likely(!__pyx_t_14)) {
            if (likely(PyList_CheckExact(__pyx_t_7))) {
              if (__pyx_t_13 >= PyList_GET_SIZE(__pyx_t_7)) break;
              #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
              __pyx_t_9 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_13); __Pyx_INCREF(__pyx_t_9); __pyx_t_13++; if (unlikely(0 < 0)) __PYX_ERR(0, 479, __pyx_L1_error)
              #else
              __pyx_t_9 = PySequence_ITEM(__pyx_t_7, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 479, __pyx_L1_error)
              __Pyx_GOTREF(__pyx_t_9);
              #endif
            } else {
              if (__pyx_t_13 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
              #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
              __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_13); __Pyx_INCREF(__pyx_t_9); __pyx_t_13++; if (unlikely(0 < 0)) __PYX_ERR(0, 479, __pyx_L1_error)
              #else
              __pyx_t_9 = PySequence_ITEM(__pyx_t_7, __pyx_t_13); __pyx_t_13++; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 479, __pyx_L1_error)
              __Pyx_GOTREF(__pyx_t_9);
              #endif
            }
          } else {
            __pyx_t_9 = __pyx_t_14(__pyx_t_7);
            if (unlikely(!__pyx_t_9)) {
              PyObject* exc_type = PyErr_Occurred();
              if (exc_type) {
                if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
                else __PYX_ERR(0, 479, __pyx_L1_error)
              }
              break;
            }
            __Pyx_GOTREF(__pyx_t_9);
          }
          __Pyx_XDECREF_SET(__pyx_v_match, __pyx_t_9);
          __pyx_t_9 = 0;

          /* "spacy/tokenizer.pyx":480
 *                     start_before_infixes = start
 *                     for match in matches:
 *                         infix_start = match.start()             # <<<<<<<<<<<<<<
 *                         infix_end = match.end()
 * 
 */
          __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 480, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_10);
          __pyx_t_15 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_10))) {
            __pyx_t_15 = PyMethod_GET_SELF(__pyx_t_10);
            if (likely(__pyx_t_15)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_10);
              __Pyx_INCREF(__pyx_t_15);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_10, function);
            }
          }
          __pyx_t_9 = (__pyx_t_15) ? __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_t_15) : __Pyx_PyObject_CallNoArg(__pyx_t_10);
          __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
          if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 480, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_9);
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
          __Pyx_XDECREF_SET(__pyx_v_infix_start, __pyx_t_9);
          __pyx_t_9 = 0;

          /* "spacy/tokenizer.pyx":481
 *                     for match in matches:
 *                         infix_start = match.start()
 *                         infix_end = match.end()             # <<<<<<<<<<<<<<
 * 
 *                         if infix_start == start_before_infixes:
 */
          __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_end); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 481, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_10);
          __pyx_t_15 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_10))) {
            __pyx_t_15 = PyMethod_GET_SELF(__pyx_t_10);
            if (likely(__pyx_t_15)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_10);
              __Pyx_INCREF(__pyx_t_15);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_10, function);
            }
          }
          __pyx_t_9 = (__pyx_t_15) ? __Pyx_PyObject_CallOneArg(__pyx_t_10, __pyx_t_15) : __Pyx_PyObject_CallNoArg(__pyx_t_10);
          __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
          if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 481, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_9);
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
          __Pyx_XDECREF_SET(__pyx_v_infix_end, __pyx_t_9);
          __pyx_t_9 = 0;

          /* "spacy/tokenizer.pyx":483
 *                         infix_end = match.end()
 * 
 *                         if infix_start == start_before_infixes:             # <<<<<<<<<<<<<<
 *                             continue
 * 
 */
          __pyx_t_9 = __Pyx_PyInt_From_long(__pyx_v_start_before_infixes); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 483, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_9);
          __pyx_t_10 = PyObject_RichCompare(__pyx_v_infix_start, __pyx_t_9, Py_EQ); __Pyx_XGOTREF(__pyx_t_10); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 483, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_10); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 483, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
          if (__pyx_t_8) {

            /* "spacy/tokenizer.pyx":484
 * 
 *                         if infix_start == start_before_infixes:
 *                             continue             # <<<<<<<<<<<<<<
 * 
 *                         if infix_start != start:
 */
            goto __pyx_L13_continue;

            /* "spacy/tokenizer.pyx":483
 *                         infix_end = match.end()
 * 
 *                         if infix_start == start_before_infixes:             # <<<<<<<<<<<<<<
 *                             continue
 * 
 */
          }

          /* "spacy/tokenizer.pyx":486
 *                             continue
 * 
 *                         if infix_start != start:             # <<<<<<<<<<<<<<
 *                             span = string[start:infix_start]
 *                             tokens.push_back(self.vocab.get(tokens.mem, span), False)
 */
          __pyx_t_10 = PyObject_RichCompare(__pyx_v_infix_start, __pyx_v_start, Py_NE); __Pyx_XGOTREF(__pyx_t_10); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 486, __pyx_L1_error)
          __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_10); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 486, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
          if (__pyx_t_8) {

            /* "spacy/tokenizer.pyx":487
 * 
 *                         if infix_start != start:
 *                             span = string[start:infix_start]             # <<<<<<<<<<<<<<
 *                             tokens.push_back(self.vocab.get(tokens.mem, span), False)
 * 
 */
            if (unlikely(__pyx_v_string == Py_None)) {
              PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
              __PYX_ERR(0, 487, __pyx_L1_error)
            }
            __Pyx_INCREF(__pyx_v_start);
            __pyx_t_10 = __pyx_v_start;
            __pyx_t_8 = (__pyx_t_10 == Py_None);
            if (__pyx_t_8) {
              __pyx_t_16 = 0;
            } else {
              __pyx_t_17 = __Pyx_PyIndex_AsSsize_t(__pyx_t_10); if (unlikely((__pyx_t_17 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 487, __pyx_L1_error)
              __pyx_t_16 = __pyx_t_17;
            }
            __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
            __Pyx_INCREF(__pyx_v_infix_start);
            __pyx_t_10 = __pyx_v_infix_start;
            __pyx_t_8 = (__pyx_t_10 == Py_None);
            if (__pyx_t_8) {
              __pyx_t_17 = PY_SSIZE_T_MAX;
            } else {
              __pyx_t_18 = __Pyx_PyIndex_AsSsize_t(__pyx_t_10); if (unlikely((__pyx_t_18 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 487, __pyx_L1_error)
              __pyx_t_17 = __pyx_t_18;
            }
            __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
            __pyx_t_10 = PySequence_GetSlice(__pyx_v_string, __pyx_t_16, __pyx_t_17); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 487, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_10);
            __Pyx_XDECREF_SET(__pyx_v_span, ((PyObject*)__pyx_t_10));
            __pyx_t_10 = 0;

            /* "spacy/tokenizer.pyx":488
 *                         if infix_start != start:
 *                             span = string[start:infix_start]
 *                             tokens.push_back(self.vocab.get(tokens.mem, span), False)             # <<<<<<<<<<<<<<
 * 
 *                         if infix_start != infix_end:
 */
            __pyx_t_10 = ((PyObject *)__pyx_v_tokens->mem);
            __Pyx_INCREF(__pyx_t_10);
            __pyx_t_11 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_10), __pyx_v_span); if (unlikely(__pyx_t_11 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 488, __pyx_L1_error)
            __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
            __pyx_t_4 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, __pyx_t_11, 0); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(0, 488, __pyx_L1_error)

            /* "spacy/tokenizer.pyx":486
 *                             continue
 * 
 *                         if infix_start != start:             # <<<<<<<<<<<<<<
 *                             span = string[start:infix_start]
 *                             tokens.push_back(self.vocab.get(tokens.mem, span), False)
 */
          }

          /* "spacy/tokenizer.pyx":490
 *                             tokens.push_back(self.vocab.get(tokens.mem, span), False)
 * 
 *                         if infix_start != infix_end:             # <<<<<<<<<<<<<<
 *                             # If infix_start != infix_end, it means the infix
 *                             # token is non-empty. Empty infix tokens are useful
 */
          __pyx_t_10 = PyObject_RichCompare(__pyx_v_infix_start, __pyx_v_infix_end, Py_NE); __Pyx_XGOTREF(__pyx_t_10); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 490, __pyx_L1_error)
          __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_10); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 490, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
          if (__pyx_t_8) {

            /* "spacy/tokenizer.pyx":495
 *                             # for tokenization in some languages (see
 *                             # https://github.com/explosion/spaCy/issues/768)
 *                             infix_span = string[infix_start:infix_end]             # <<<<<<<<<<<<<<
 *                             tokens.push_back(self.vocab.get(tokens.mem, infix_span), False)
 *                         start = infix_end
 */
            if (unlikely(__pyx_v_string == Py_None)) {
              PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
              __PYX_ERR(0, 495, __pyx_L1_error)
            }
            __Pyx_INCREF(__pyx_v_infix_start);
            __pyx_t_10 = __pyx_v_infix_start;
            __pyx_t_8 = (__pyx_t_10 == Py_None);
            if (__pyx_t_8) {
              __pyx_t_17 = 0;
            } else {
              __pyx_t_16 = __Pyx_PyIndex_AsSsize_t(__pyx_t_10); if (unlikely((__pyx_t_16 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 495, __pyx_L1_error)
              __pyx_t_17 = __pyx_t_16;
            }
            __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
            __Pyx_INCREF(__pyx_v_infix_end);
            __pyx_t_10 = __pyx_v_infix_end;
            __pyx_t_8 = (__pyx_t_10 == Py_None);
            if (__pyx_t_8) {
              __pyx_t_16 = PY_SSIZE_T_MAX;
            } else {
              __pyx_t_18 = __Pyx_PyIndex_AsSsize_t(__pyx_t_10); if (unlikely((__pyx_t_18 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 495, __pyx_L1_error)
              __pyx_t_16 = __pyx_t_18;
            }
            __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
            __pyx_t_10 = PySequence_GetSlice(__pyx_v_string, __pyx_t_17, __pyx_t_16); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 495, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_10);
            __Pyx_XDECREF_SET(__pyx_v_infix_span, __pyx_t_10);
            __pyx_t_10 = 0;

            /* "spacy/tokenizer.pyx":496
 *                             # https://github.com/explosion/spaCy/issues/768)
 *                             infix_span = string[infix_start:infix_end]
 *                             tokens.push_back(self.vocab.get(tokens.mem, infix_span), False)             # <<<<<<<<<<<<<<
 *                         start = infix_end
 *                     span = string[start:]
 */
            __pyx_t_10 = ((PyObject *)__pyx_v_tokens->mem);
            __Pyx_INCREF(__pyx_t_10);
            if (!(likely(PyString_CheckExact(__pyx_v_infix_span))||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "str", Py_TYPE(__pyx_v_infix_span)->tp_name), 0))) __PYX_ERR(0, 496, __pyx_L1_error)
            __pyx_t_11 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_10), ((PyObject*)__pyx_v_infix_span)); if (unlikely(__pyx_t_11 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 496, __pyx_L1_error)
            __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
            __pyx_t_4 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, __pyx_t_11, 0); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(0, 496, __pyx_L1_error)

            /* "spacy/tokenizer.pyx":490
 *                             tokens.push_back(self.vocab.get(tokens.mem, span), False)
 * 
 *                         if infix_start != infix_end:             # <<<<<<<<<<<<<<
 *                             # If infix_start != infix_end, it means the infix
 *                             # token is non-empty. Empty infix tokens are useful
 */
          }

          /* "spacy/tokenizer.pyx":497
 *                             infix_span = string[infix_start:infix_end]
 *                             tokens.push_back(self.vocab.get(tokens.mem, infix_span), False)
 *                         start = infix_end             # <<<<<<<<<<<<<<
 *                     span = string[start:]
 *                     if span:
 */
          __Pyx_INCREF(__pyx_v_infix_end);
          __Pyx_DECREF_SET(__pyx_v_start, __pyx_v_infix_end);

          /* "spacy/tokenizer.pyx":479
 *                     start = 0
 *                     start_before_infixes = start
 *                     for match in matches:             # <<<<<<<<<<<<<<
 *                         infix_start = match.start()
 *                         infix_end = match.end()
 */
          __pyx_L13_continue:;
        }
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

        /* "spacy/tokenizer.pyx":498
 *                             tokens.push_back(self.vocab.get(tokens.mem, infix_span), False)
 *                         start = infix_end
 *                     span = string[start:]             # <<<<<<<<<<<<<<
 *                     if span:
 *                         tokens.push_back(self.vocab.get(tokens.mem, span), False)
 */
        if (unlikely(__pyx_v_string == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          __PYX_ERR(0, 498, __pyx_L1_error)
        }
        __Pyx_INCREF(__pyx_v_start);
        __pyx_t_7 = __pyx_v_start;
        __pyx_t_8 = (__pyx_t_7 == Py_None);
        if (__pyx_t_8) {
          __pyx_t_13 = 0;
        } else {
          __pyx_t_16 = __Pyx_PyIndex_AsSsize_t(__pyx_t_7); if (unlikely((__pyx_t_16 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 498, __pyx_L1_error)
          __pyx_t_13 = __pyx_t_16;
        }
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __pyx_t_7 = PySequence_GetSlice(__pyx_v_string, __pyx_t_13, PY_SSIZE_T_MAX); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 498, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_XDECREF_SET(__pyx_v_span, ((PyObject*)__pyx_t_7));
        __pyx_t_7 = 0;

        /* "spacy/tokenizer.pyx":499
 *                         start = infix_end
 *                     span = string[start:]
 *                     if span:             # <<<<<<<<<<<<<<
 *                         tokens.push_back(self.vocab.get(tokens.mem, span), False)
 *         cdef vector[const LexemeC*].reverse_iterator it = suffixes.rbegin()
 */
        __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_v_span); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(0, 499, __pyx_L1_error)
        if (__pyx_t_8) {

          /* "spacy/tokenizer.pyx":500
 *                     span = string[start:]
 *                     if span:
 *                         tokens.push_back(self.vocab.get(tokens.mem, span), False)             # <<<<<<<<<<<<<<
 *         cdef vector[const LexemeC*].reverse_iterator it = suffixes.rbegin()
 *         while it != suffixes.rend():
 */
          __pyx_t_7 = ((PyObject *)__pyx_v_tokens->mem);
          __Pyx_INCREF(__pyx_t_7);
          __pyx_t_11 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->get(__pyx_v_self->vocab, ((struct __pyx_obj_5cymem_5cymem_Pool *)__pyx_t_7), __pyx_v_span); if (unlikely(__pyx_t_11 == ((struct __pyx_t_5spacy_7structs_LexemeC const *)NULL))) __PYX_ERR(0, 500, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
          __pyx_t_4 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, __pyx_t_11, 0); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(0, 500, __pyx_L1_error)

          /* "spacy/tokenizer.pyx":499
 *                         start = infix_end
 *                     span = string[start:]
 *                     if span:             # <<<<<<<<<<<<<<
 *                         tokens.push_back(self.vocab.get(tokens.mem, span), False)
 *         cdef vector[const LexemeC*].reverse_iterator it = suffixes.rbegin()
 */
        }
      }
      __pyx_L12:;
    }
    __pyx_L7:;

    /* "spacy/tokenizer.pyx":460
 *             for i in range(prefixes.size()):
 *                 tokens.push_back(prefixes[0][i], False)
 *         if string:             # <<<<<<<<<<<<<<
 *             if self._try_specials_and_cache(hash_string(string), tokens, has_special, with_special_cases):
 *                 pass
 */
  }

  /* "spacy/tokenizer.pyx":501
 *                     if span:
 *                         tokens.push_back(self.vocab.get(tokens.mem, span), False)
 *         cdef vector[const LexemeC*].reverse_iterator it = suffixes.rbegin()             # <<<<<<<<<<<<<<
 *         while it != suffixes.rend():
 *             lexeme = deref(it)
 */
  __pyx_v_it = __pyx_v_suffixes->rbegin();

  /* "spacy/tokenizer.pyx":502
 *                         tokens.push_back(self.vocab.get(tokens.mem, span), False)
 *         cdef vector[const LexemeC*].reverse_iterator it = suffixes.rbegin()
 *         while it != suffixes.rend():             # <<<<<<<<<<<<<<
 *             lexeme = deref(it)
 *             preinc(it)
 */
  while (1) {
    __pyx_t_8 = ((__pyx_v_it != __pyx_v_suffixes->rend()) != 0);
    if (!__pyx_t_8) break;

    /* "spacy/tokenizer.pyx":503
 *         cdef vector[const LexemeC*].reverse_iterator it = suffixes.rbegin()
 *         while it != suffixes.rend():
 *             lexeme = deref(it)             # <<<<<<<<<<<<<<
 *             preinc(it)
 *             tokens.push_back(lexeme, False)
 */
    __pyx_v_lexeme = (*__pyx_v_it);

    /* "spacy/tokenizer.pyx":504
 *         while it != suffixes.rend():
 *             lexeme = deref(it)
 *             preinc(it)             # <<<<<<<<<<<<<<
 *             tokens.push_back(lexeme, False)
 * 
 */
    (void)((++__pyx_v_it));

    /* "spacy/tokenizer.pyx":505
 *             lexeme = deref(it)
 *             preinc(it)
 *             tokens.push_back(lexeme, False)             # <<<<<<<<<<<<<<
 * 
 *     cdef int _save_cached(self, const TokenC* tokens, hash_t key,
 */
    __pyx_t_4 = ((struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *)__pyx_v_tokens->__pyx_vtab)->__pyx_fuse_0push_back(__pyx_v_tokens, __pyx_v_lexeme, 0); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(0, 505, __pyx_L1_error)
  }

  /* "spacy/tokenizer.pyx":445
 *         return string
 * 
 *     cdef int _attach_tokens(self, Doc tokens, str string,             # <<<<<<<<<<<<<<
 *                             vector[const LexemeC*] *prefixes,
 *                             vector[const LexemeC*] *suffixes,
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_15);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._attach_tokens", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_span);
  __Pyx_XDECREF(__pyx_v_matches);
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_match);
  __Pyx_XDECREF(__pyx_v_infix_start);
  __Pyx_XDECREF(__pyx_v_infix_end);
  __Pyx_XDECREF(__pyx_v_infix_span);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":507
 *             tokens.push_back(lexeme, False)
 * 
 *     cdef int _save_cached(self, const TokenC* tokens, hash_t key,             # <<<<<<<<<<<<<<
 *                           int* has_special, int n) except -1:
 *         cdef int i
 */

static int __pyx_f_5spacy_9tokenizer_9Tokenizer__save_cached(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_tokens, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_key, int *__pyx_v_has_special, int __pyx_v_n) {
  int __pyx_v_i;
  struct __pyx_t_5spacy_5vocab__Cached *__pyx_v_cached;
  struct __pyx_t_5spacy_7structs_LexemeC const **__pyx_v_lexemes;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  void *__pyx_t_5;
  struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_save_cached", 0);
  __Pyx_TraceCall("_save_cached", __pyx_f[0], 507, 0, __PYX_ERR(0, 507, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":510
 *                           int* has_special, int n) except -1:
 *         cdef int i
 *         if n <= 0:             # <<<<<<<<<<<<<<
 *             # avoid mem alloc of zero length
 *             return 0
 */
  __pyx_t_1 = ((__pyx_v_n <= 0) != 0);
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":512
 *         if n <= 0:
 *             # avoid mem alloc of zero length
 *             return 0             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             if self.vocab._by_orth.get(tokens[i].lex.orth) == NULL:
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":510
 *                           int* has_special, int n) except -1:
 *         cdef int i
 *         if n <= 0:             # <<<<<<<<<<<<<<
 *             # avoid mem alloc of zero length
 *             return 0
 */
  }

  /* "spacy/tokenizer.pyx":513
 *             # avoid mem alloc of zero length
 *             return 0
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if self.vocab._by_orth.get(tokens[i].lex.orth) == NULL:
 *                 return 0
 */
  __pyx_t_2 = __pyx_v_n;
  __pyx_t_3 = __pyx_t_2;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "spacy/tokenizer.pyx":514
 *             return 0
 *         for i in range(n):
 *             if self.vocab._by_orth.get(tokens[i].lex.orth) == NULL:             # <<<<<<<<<<<<<<
 *                 return 0
 *         # See #1250
 */
    __pyx_t_1 = ((((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->vocab->_by_orth->__pyx_vtab)->get(__pyx_v_self->vocab->_by_orth, (__pyx_v_tokens[__pyx_v_i]).lex->orth) == NULL) != 0);
    if (__pyx_t_1) {

      /* "spacy/tokenizer.pyx":515
 *         for i in range(n):
 *             if self.vocab._by_orth.get(tokens[i].lex.orth) == NULL:
 *                 return 0             # <<<<<<<<<<<<<<
 *         # See #1250
 *         if has_special[0]:
 */
      __pyx_r = 0;
      goto __pyx_L0;

      /* "spacy/tokenizer.pyx":514
 *             return 0
 *         for i in range(n):
 *             if self.vocab._by_orth.get(tokens[i].lex.orth) == NULL:             # <<<<<<<<<<<<<<
 *                 return 0
 *         # See #1250
 */
    }
  }

  /* "spacy/tokenizer.pyx":517
 *                 return 0
 *         # See #1250
 *         if has_special[0]:             # <<<<<<<<<<<<<<
 *             return 0
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 */
  __pyx_t_1 = ((__pyx_v_has_special[0]) != 0);
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":518
 *         # See #1250
 *         if has_special[0]:
 *             return 0             # <<<<<<<<<<<<<<
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 *         cached.length = n
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":517
 *                 return 0
 *         # See #1250
 *         if has_special[0]:             # <<<<<<<<<<<<<<
 *             return 0
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 */
  }

  /* "spacy/tokenizer.pyx":519
 *         if has_special[0]:
 *             return 0
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))             # <<<<<<<<<<<<<<
 *         cached.length = n
 *         cached.is_lex = True
 */
  __pyx_t_5 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->alloc(__pyx_v_self->mem, 1, (sizeof(struct __pyx_t_5spacy_5vocab__Cached))); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 519, __pyx_L1_error)
  __pyx_v_cached = ((struct __pyx_t_5spacy_5vocab__Cached *)__pyx_t_5);

  /* "spacy/tokenizer.pyx":520
 *             return 0
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 *         cached.length = n             # <<<<<<<<<<<<<<
 *         cached.is_lex = True
 *         lexemes = <const LexemeC**>self.mem.alloc(n, sizeof(LexemeC**))
 */
  __pyx_v_cached->length = __pyx_v_n;

  /* "spacy/tokenizer.pyx":521
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 *         cached.length = n
 *         cached.is_lex = True             # <<<<<<<<<<<<<<
 *         lexemes = <const LexemeC**>self.mem.alloc(n, sizeof(LexemeC**))
 *         for i in range(n):
 */
  __pyx_v_cached->is_lex = 1;

  /* "spacy/tokenizer.pyx":522
 *         cached.length = n
 *         cached.is_lex = True
 *         lexemes = <const LexemeC**>self.mem.alloc(n, sizeof(LexemeC**))             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             lexemes[i] = tokens[i].lex
 */
  __pyx_t_5 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->alloc(__pyx_v_self->mem, __pyx_v_n, (sizeof(struct __pyx_t_5spacy_7structs_LexemeC **))); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 522, __pyx_L1_error)
  __pyx_v_lexemes = ((struct __pyx_t_5spacy_7structs_LexemeC const **)__pyx_t_5);

  /* "spacy/tokenizer.pyx":523
 *         cached.is_lex = True
 *         lexemes = <const LexemeC**>self.mem.alloc(n, sizeof(LexemeC**))
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             lexemes[i] = tokens[i].lex
 *         cached.data.lexemes = <const LexemeC* const*>lexemes
 */
  __pyx_t_2 = __pyx_v_n;
  __pyx_t_3 = __pyx_t_2;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "spacy/tokenizer.pyx":524
 *         lexemes = <const LexemeC**>self.mem.alloc(n, sizeof(LexemeC**))
 *         for i in range(n):
 *             lexemes[i] = tokens[i].lex             # <<<<<<<<<<<<<<
 *         cached.data.lexemes = <const LexemeC* const*>lexemes
 *         self._cache.set(key, cached)
 */
    __pyx_t_6 = (__pyx_v_tokens[__pyx_v_i]).lex;
    (__pyx_v_lexemes[__pyx_v_i]) = __pyx_t_6;
  }

  /* "spacy/tokenizer.pyx":525
 *         for i in range(n):
 *             lexemes[i] = tokens[i].lex
 *         cached.data.lexemes = <const LexemeC* const*>lexemes             # <<<<<<<<<<<<<<
 *         self._cache.set(key, cached)
 * 
 */
  __pyx_v_cached->data.lexemes = ((struct __pyx_t_5spacy_7structs_LexemeC const *const *)__pyx_v_lexemes);

  /* "spacy/tokenizer.pyx":526
 *             lexemes[i] = tokens[i].lex
 *         cached.data.lexemes = <const LexemeC* const*>lexemes
 *         self._cache.set(key, cached)             # <<<<<<<<<<<<<<
 * 
 *     def find_infix(self, str string):
 */
  ((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_cache->__pyx_vtab)->set(__pyx_v_self->_cache, __pyx_v_key, __pyx_v_cached); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 526, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":507
 *             tokens.push_back(lexeme, False)
 * 
 *     cdef int _save_cached(self, const TokenC* tokens, hash_t key,             # <<<<<<<<<<<<<<
 *                           int* has_special, int n) except -1:
 *         cdef int i
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._save_cached", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":528
 *         self._cache.set(key, cached)
 * 
 *     def find_infix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find internal split points of the string, such as hyphens.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_16find_infix(PyObject *__pyx_v_self, PyObject *__pyx_v_string); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_15find_infix[] = "Tokenizer.find_infix(self, str string)\nFind internal split points of the string, such as hyphens.\n\n        string (str): The string to segment.\n        RETURNS (list): A list of `re.MatchObject` objects that have `.start()`\n            and `.end()` methods, denoting the placement of internal segment\n            separators, e.g. hyphens.\n\n        DOCS: https://spacy.io/api/tokenizer#find_infix\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_16find_infix = {"find_infix", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_16find_infix, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_15find_infix};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_16find_infix(PyObject *__pyx_v_self, PyObject *__pyx_v_string) {
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("find_infix (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_string), (&PyString_Type), 1, "string", 1))) __PYX_ERR(0, 528, __pyx_L1_error)
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_15find_infix(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject*)__pyx_v_string));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_15find_infix(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__7)
  __Pyx_RefNannySetupContext("find_infix", 0);
  __Pyx_TraceCall("find_infix", __pyx_f[0], 528, 0, __PYX_ERR(0, 528, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":538
 *         DOCS: https://spacy.io/api/tokenizer#find_infix
 *         """
 *         if self.infix_finditer is None:             # <<<<<<<<<<<<<<
 *             return 0
 *         return list(self.infix_finditer(string))
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_infix_finditer); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 538, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = (__pyx_t_1 == Py_None);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "spacy/tokenizer.pyx":539
 *         """
 *         if self.infix_finditer is None:
 *             return 0             # <<<<<<<<<<<<<<
 *         return list(self.infix_finditer(string))
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_int_0);
    __pyx_r = __pyx_int_0;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":538
 *         DOCS: https://spacy.io/api/tokenizer#find_infix
 *         """
 *         if self.infix_finditer is None:             # <<<<<<<<<<<<<<
 *             return 0
 *         return list(self.infix_finditer(string))
 */
  }

  /* "spacy/tokenizer.pyx":540
 *         if self.infix_finditer is None:
 *             return 0
 *         return list(self.infix_finditer(string))             # <<<<<<<<<<<<<<
 * 
 *     def find_prefix(self, str string):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_infix_finditer); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 540, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  __pyx_t_1 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_string);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 540, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PySequence_List(__pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 540, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":528
 *         self._cache.set(key, cached)
 * 
 *     def find_infix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find internal split points of the string, such as hyphens.
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.find_infix", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":542
 *         return list(self.infix_finditer(string))
 * 
 *     def find_prefix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a prefix that should be segmented from the
 *         string, or None if no prefix rules match.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_18find_prefix(PyObject *__pyx_v_self, PyObject *__pyx_v_string); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_17find_prefix[] = "Tokenizer.find_prefix(self, str string)\nFind the length of a prefix that should be segmented from the\n        string, or None if no prefix rules match.\n\n        string (str): The string to segment.\n        RETURNS (int): The length of the prefix if present, otherwise `None`.\n\n        DOCS: https://spacy.io/api/tokenizer#find_prefix\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_18find_prefix = {"find_prefix", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_18find_prefix, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_17find_prefix};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_18find_prefix(PyObject *__pyx_v_self, PyObject *__pyx_v_string) {
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("find_prefix (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_string), (&PyString_Type), 1, "string", 1))) __PYX_ERR(0, 542, __pyx_L1_error)
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_17find_prefix(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject*)__pyx_v_string));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_17find_prefix(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string) {
  PyObject *__pyx_v_match = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__8)
  __Pyx_RefNannySetupContext("find_prefix", 0);
  __Pyx_TraceCall("find_prefix", __pyx_f[0], 542, 0, __PYX_ERR(0, 542, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":551
 *         DOCS: https://spacy.io/api/tokenizer#find_prefix
 *         """
 *         if self.prefix_search is None:             # <<<<<<<<<<<<<<
 *             return 0
 *         match = self.prefix_search(string)
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_prefix_search); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 551, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = (__pyx_t_1 == Py_None);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "spacy/tokenizer.pyx":552
 *         """
 *         if self.prefix_search is None:
 *             return 0             # <<<<<<<<<<<<<<
 *         match = self.prefix_search(string)
 *         return (match.end() - match.start()) if match is not None else 0
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_int_0);
    __pyx_r = __pyx_int_0;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":551
 *         DOCS: https://spacy.io/api/tokenizer#find_prefix
 *         """
 *         if self.prefix_search is None:             # <<<<<<<<<<<<<<
 *             return 0
 *         match = self.prefix_search(string)
 */
  }

  /* "spacy/tokenizer.pyx":553
 *         if self.prefix_search is None:
 *             return 0
 *         match = self.prefix_search(string)             # <<<<<<<<<<<<<<
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_prefix_search); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 553, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  __pyx_t_1 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_string);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 553, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_match = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":554
 *             return 0
 *         match = self.prefix_search(string)
 *         return (match.end() - match.start()) if match is not None else 0             # <<<<<<<<<<<<<<
 * 
 *     def find_suffix(self, str string):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = (__pyx_v_match != Py_None);
  if ((__pyx_t_3 != 0)) {
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_end); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 554, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_4 = (__pyx_t_6) ? __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_6) : __Pyx_PyObject_CallNoArg(__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 554, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 554, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
      }
    }
    __pyx_t_5 = (__pyx_t_7) ? __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_7) : __Pyx_PyObject_CallNoArg(__pyx_t_6);
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 554, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = PyNumber_Subtract(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 554, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_1 = __pyx_t_6;
    __pyx_t_6 = 0;
  } else {
    __Pyx_INCREF(__pyx_int_0);
    __pyx_t_1 = __pyx_int_0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":542
 *         return list(self.infix_finditer(string))
 * 
 *     def find_prefix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a prefix that should be segmented from the
 *         string, or None if no prefix rules match.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.find_prefix", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_match);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":556
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def find_suffix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a suffix that should be segmented from the
 *         string, or None if no suffix rules match.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_20find_suffix(PyObject *__pyx_v_self, PyObject *__pyx_v_string); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_19find_suffix[] = "Tokenizer.find_suffix(self, str string)\nFind the length of a suffix that should be segmented from the\n        string, or None if no suffix rules match.\n\n        string (str): The string to segment.\n        Returns (int): The length of the suffix if present, otherwise `None`.\n\n        DOCS: https://spacy.io/api/tokenizer#find_suffix\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_20find_suffix = {"find_suffix", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_20find_suffix, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_19find_suffix};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_20find_suffix(PyObject *__pyx_v_self, PyObject *__pyx_v_string) {
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("find_suffix (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_string), (&PyString_Type), 1, "string", 1))) __PYX_ERR(0, 556, __pyx_L1_error)
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_19find_suffix(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject*)__pyx_v_string));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_19find_suffix(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string) {
  PyObject *__pyx_v_match = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__9)
  __Pyx_RefNannySetupContext("find_suffix", 0);
  __Pyx_TraceCall("find_suffix", __pyx_f[0], 556, 0, __PYX_ERR(0, 556, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":565
 *         DOCS: https://spacy.io/api/tokenizer#find_suffix
 *         """
 *         if self.suffix_search is None:             # <<<<<<<<<<<<<<
 *             return 0
 *         match = self.suffix_search(string)
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_suffix_search); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 565, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = (__pyx_t_1 == Py_None);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "spacy/tokenizer.pyx":566
 *         """
 *         if self.suffix_search is None:
 *             return 0             # <<<<<<<<<<<<<<
 *         match = self.suffix_search(string)
 *         return (match.end() - match.start()) if match is not None else 0
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_int_0);
    __pyx_r = __pyx_int_0;
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":565
 *         DOCS: https://spacy.io/api/tokenizer#find_suffix
 *         """
 *         if self.suffix_search is None:             # <<<<<<<<<<<<<<
 *             return 0
 *         match = self.suffix_search(string)
 */
  }

  /* "spacy/tokenizer.pyx":567
 *         if self.suffix_search is None:
 *             return 0
 *         match = self.suffix_search(string)             # <<<<<<<<<<<<<<
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_suffix_search); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 567, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  __pyx_t_1 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_string);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 567, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_match = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":568
 *             return 0
 *         match = self.suffix_search(string)
 *         return (match.end() - match.start()) if match is not None else 0             # <<<<<<<<<<<<<<
 * 
 *     def _load_special_cases(self, special_cases):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = (__pyx_v_match != Py_None);
  if ((__pyx_t_3 != 0)) {
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_end); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 568, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_4 = (__pyx_t_6) ? __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_6) : __Pyx_PyObject_CallNoArg(__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 568, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 568, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
      }
    }
    __pyx_t_5 = (__pyx_t_7) ? __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_7) : __Pyx_PyObject_CallNoArg(__pyx_t_6);
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 568, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = PyNumber_Subtract(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 568, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_1 = __pyx_t_6;
    __pyx_t_6 = 0;
  } else {
    __Pyx_INCREF(__pyx_int_0);
    __pyx_t_1 = __pyx_int_0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":556
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def find_suffix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a suffix that should be segmented from the
 *         string, or None if no suffix rules match.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.find_suffix", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_match);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":570
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def _load_special_cases(self, special_cases):             # <<<<<<<<<<<<<<
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_22_load_special_cases(PyObject *__pyx_v_self, PyObject *__pyx_v_special_cases); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_21_load_special_cases[] = "Tokenizer._load_special_cases(self, special_cases)\nAdd special-case tokenization rules.";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_22_load_special_cases = {"_load_special_cases", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_22_load_special_cases, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_21_load_special_cases};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_22_load_special_cases(PyObject *__pyx_v_self, PyObject *__pyx_v_special_cases) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_load_special_cases (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_21_load_special_cases(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_special_cases));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_21_load_special_cases(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_special_cases) {
  PyObject *__pyx_v_chunk = NULL;
  PyObject *__pyx_v_substrings = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *(*__pyx_t_10)(PyObject *);
  int __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__10)
  __Pyx_RefNannySetupContext("_load_special_cases", 0);
  __Pyx_TraceCall("_load_special_cases", __pyx_f[0], 570, 0, __PYX_ERR(0, 570, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":572
 *     def _load_special_cases(self, special_cases):
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:             # <<<<<<<<<<<<<<
 *             for chunk, substrings in sorted(special_cases.items()):
 *                 self.add_special_case(chunk, substrings)
 */
  __pyx_t_1 = (__pyx_v_special_cases != Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":573
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:
 *             for chunk, substrings in sorted(special_cases.items()):             # <<<<<<<<<<<<<<
 *                 self.add_special_case(chunk, substrings)
 * 
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_special_cases, __pyx_n_s_items); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_4 = (__pyx_t_6) ? __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_6) : __Pyx_PyObject_CallNoArg(__pyx_t_5);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PySequence_List(__pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_3 = ((PyObject*)__pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_7 = PyList_Sort(__pyx_t_3); if (unlikely(__pyx_t_7 == ((int)-1))) __PYX_ERR(0, 573, __pyx_L1_error)
    if (unlikely(__pyx_t_3 == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
      __PYX_ERR(0, 573, __pyx_L1_error)
    }
    __pyx_t_5 = __pyx_t_3; __Pyx_INCREF(__pyx_t_5); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    for (;;) {
      if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_5)) break;
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      __pyx_t_3 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_8); __Pyx_INCREF(__pyx_t_3); __pyx_t_8++; if (unlikely(0 < 0)) __PYX_ERR(0, 573, __pyx_L1_error)
      #else
      __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 573, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      #endif
      if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
        PyObject* sequence = __pyx_t_3;
        Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
        if (unlikely(size != 2)) {
          if (size > 2) __Pyx_RaiseTooManyValuesError(2);
          else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
          __PYX_ERR(0, 573, __pyx_L1_error)
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        if (likely(PyTuple_CheckExact(sequence))) {
          __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); 
          __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1); 
        } else {
          __pyx_t_4 = PyList_GET_ITEM(sequence, 0); 
          __pyx_t_6 = PyList_GET_ITEM(sequence, 1); 
        }
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_6);
        #else
        __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 573, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 573, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        #endif
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      } else {
        Py_ssize_t index = -1;
        __pyx_t_9 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 573, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_9);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __pyx_t_10 = Py_TYPE(__pyx_t_9)->tp_iternext;
        index = 0; __pyx_t_4 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_4)) goto __pyx_L6_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_4);
        index = 1; __pyx_t_6 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_6);
        if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_9), 2) < 0) __PYX_ERR(0, 573, __pyx_L1_error)
        __pyx_t_10 = NULL;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L7_unpacking_done;
        __pyx_L6_unpacking_failed:;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        __pyx_t_10 = NULL;
        if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
        __PYX_ERR(0, 573, __pyx_L1_error)
        __pyx_L7_unpacking_done:;
      }
      __Pyx_XDECREF_SET(__pyx_v_chunk, __pyx_t_4);
      __pyx_t_4 = 0;
      __Pyx_XDECREF_SET(__pyx_v_substrings, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "spacy/tokenizer.pyx":574
 *         if special_cases is not None:
 *             for chunk, substrings in sorted(special_cases.items()):
 *                 self.add_special_case(chunk, substrings)             # <<<<<<<<<<<<<<
 * 
 *     def _validate_special_case(self, chunk, substrings):
 */
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_add_special_case); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 574, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_4 = NULL;
      __pyx_t_11 = 0;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_6);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_6, function);
          __pyx_t_11 = 1;
        }
      }
      #if CYTHON_FAST_PYCALL
      if (PyFunction_Check(__pyx_t_6)) {
        PyObject *__pyx_temp[3] = {__pyx_t_4, __pyx_v_chunk, __pyx_v_substrings};
        __pyx_t_3 = __Pyx_PyFunction_FastCall(__pyx_t_6, __pyx_temp+1-__pyx_t_11, 2+__pyx_t_11); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 574, __pyx_L1_error)
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_GOTREF(__pyx_t_3);
      } else
      #endif
      #if CYTHON_FAST_PYCCALL
      if (__Pyx_PyFastCFunction_Check(__pyx_t_6)) {
        PyObject *__pyx_temp[3] = {__pyx_t_4, __pyx_v_chunk, __pyx_v_substrings};
        __pyx_t_3 = __Pyx_PyCFunction_FastCall(__pyx_t_6, __pyx_temp+1-__pyx_t_11, 2+__pyx_t_11); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 574, __pyx_L1_error)
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_GOTREF(__pyx_t_3);
      } else
      #endif
      {
        __pyx_t_9 = PyTuple_New(2+__pyx_t_11); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 574, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_9);
        if (__pyx_t_4) {
          __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_4); __pyx_t_4 = NULL;
        }
        __Pyx_INCREF(__pyx_v_chunk);
        __Pyx_GIVEREF(__pyx_v_chunk);
        PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_11, __pyx_v_chunk);
        __Pyx_INCREF(__pyx_v_substrings);
        __Pyx_GIVEREF(__pyx_v_substrings);
        PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_11, __pyx_v_substrings);
        __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_9, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 574, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "spacy/tokenizer.pyx":573
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:
 *             for chunk, substrings in sorted(special_cases.items()):             # <<<<<<<<<<<<<<
 *                 self.add_special_case(chunk, substrings)
 * 
 */
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "spacy/tokenizer.pyx":572
 *     def _load_special_cases(self, special_cases):
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:             # <<<<<<<<<<<<<<
 *             for chunk, substrings in sorted(special_cases.items()):
 *                 self.add_special_case(chunk, substrings)
 */
  }

  /* "spacy/tokenizer.pyx":570
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def _load_special_cases(self, special_cases):             # <<<<<<<<<<<<<<
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._load_special_cases", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_chunk);
  __Pyx_XDECREF(__pyx_v_substrings);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":576
 *                 self.add_special_case(chunk, substrings)
 * 
 *     def _validate_special_case(self, chunk, substrings):             # <<<<<<<<<<<<<<
 *         """Check whether the `ORTH` fields match the string. Check that
 *         additional features beyond `ORTH` and `NORM` are not set by the
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_24_validate_special_case(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_23_validate_special_case[] = "Tokenizer._validate_special_case(self, chunk, substrings)\nCheck whether the `ORTH` fields match the string. Check that\n        additional features beyond `ORTH` and `NORM` are not set by the\n        exception.\n\n        chunk (str): The string to specially tokenize.\n        substrings (iterable): A sequence of dicts, where each dict describes\n            a token and its attributes.\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_24_validate_special_case = {"_validate_special_case", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_24_validate_special_case, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_23_validate_special_case};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_24_validate_special_case(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_chunk = 0;
  PyObject *__pyx_v_substrings = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_validate_special_case (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_chunk,&__pyx_n_s_substrings,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_chunk)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_substrings)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("_validate_special_case", 1, 2, 2, 1); __PYX_ERR(0, 576, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_validate_special_case") < 0)) __PYX_ERR(0, 576, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_chunk = values[0];
    __pyx_v_substrings = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("_validate_special_case", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 576, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._validate_special_case", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_23_validate_special_case(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_chunk, __pyx_v_substrings);

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_23_validate_special_case(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_chunk, PyObject *__pyx_v_substrings) {
  PyObject *__pyx_v_attrs = NULL;
  PyObject *__pyx_v_orth = NULL;
  PyObject *__pyx_v_substring = NULL;
  PyObject *__pyx_v_attr = NULL;
  PyObject *__pyx_v_spec = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *(*__pyx_t_4)(PyObject *);
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  Py_ssize_t __pyx_t_10;
  int __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__11)
  __Pyx_RefNannySetupContext("_validate_special_case", 0);
  __Pyx_TraceCall("_validate_special_case", __pyx_f[0], 576, 0, __PYX_ERR(0, 576, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":585
 *             a token and its attributes.
 *         """
 *         attrs = [intify_attrs(spec, _do_deprecated=True) for spec in substrings]             # <<<<<<<<<<<<<<
 *         orth = "".join([spec[ORTH] for spec in attrs])
 *         if chunk != orth:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 585, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (likely(PyList_CheckExact(__pyx_v_substrings)) || PyTuple_CheckExact(__pyx_v_substrings)) {
    __pyx_t_2 = __pyx_v_substrings; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
    __pyx_t_4 = NULL;
  } else {
    __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_substrings); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 585, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 585, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_4)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 585, __pyx_L1_error)
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 585, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      } else {
        if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 585, __pyx_L1_error)
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 585, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      }
    } else {
      __pyx_t_5 = __pyx_t_4(__pyx_t_2);
      if (unlikely(!__pyx_t_5)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 585, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_5);
    }
    __Pyx_XDECREF_SET(__pyx_v_spec, __pyx_t_5);
    __pyx_t_5 = 0;
    __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_intify_attrs); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 585, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 585, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_INCREF(__pyx_v_spec);
    __Pyx_GIVEREF(__pyx_v_spec);
    PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_spec);
    __pyx_t_7 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 585, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_do_deprecated, Py_True) < 0) __PYX_ERR(0, 585, __pyx_L1_error)
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, __pyx_t_7); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 585, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_8))) __PYX_ERR(0, 585, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_attrs = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":586
 *         """
 *         attrs = [intify_attrs(spec, _do_deprecated=True) for spec in substrings]
 *         orth = "".join([spec[ORTH] for spec in attrs])             # <<<<<<<<<<<<<<
 *         if chunk != orth:
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 586, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_attrs; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
  for (;;) {
    if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_8 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_8); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 586, __pyx_L1_error)
    #else
    __pyx_t_8 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 586, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_spec, __pyx_t_8);
    __pyx_t_8 = 0;
    __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 586, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_7 = __Pyx_PyObject_GetItem(__pyx_v_spec, __pyx_t_8); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 586, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_7))) __PYX_ERR(0, 586, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyString_Join(__pyx_kp_s__12, __pyx_t_1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 586, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_orth = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":587
 *         attrs = [intify_attrs(spec, _do_deprecated=True) for spec in substrings]
 *         orth = "".join([spec[ORTH] for spec in attrs])
 *         if chunk != orth:             # <<<<<<<<<<<<<<
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))
 *         for substring in attrs:
 */
  __pyx_t_9 = (__Pyx_PyUnicode_Equals(__pyx_v_chunk, __pyx_v_orth, Py_NE)); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 587, __pyx_L1_error)
  if (unlikely(__pyx_t_9)) {

    /* "spacy/tokenizer.pyx":588
 *         orth = "".join([spec[ORTH] for spec in attrs])
 *         if chunk != orth:
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))             # <<<<<<<<<<<<<<
 *         for substring in attrs:
 *             for attr in substring:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_Errors); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 588, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_E997); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 588, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 588, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyDict_NewPresized(3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 588, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_chunk, __pyx_v_chunk) < 0) __PYX_ERR(0, 588, __pyx_L1_error)
    if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_orth, __pyx_v_orth) < 0) __PYX_ERR(0, 588, __pyx_L1_error)
    if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_token_attrs, __pyx_v_substrings) < 0) __PYX_ERR(0, 588, __pyx_L1_error)
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, __pyx_t_1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 588, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_7); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 588, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __PYX_ERR(0, 588, __pyx_L1_error)

    /* "spacy/tokenizer.pyx":587
 *         attrs = [intify_attrs(spec, _do_deprecated=True) for spec in substrings]
 *         orth = "".join([spec[ORTH] for spec in attrs])
 *         if chunk != orth:             # <<<<<<<<<<<<<<
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))
 *         for substring in attrs:
 */
  }

  /* "spacy/tokenizer.pyx":589
 *         if chunk != orth:
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))
 *         for substring in attrs:             # <<<<<<<<<<<<<<
 *             for attr in substring:
 *                 if attr not in (ORTH, NORM):
 */
  __pyx_t_1 = __pyx_v_attrs; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0;
  for (;;) {
    if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_7 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_7); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 589, __pyx_L1_error)
    #else
    __pyx_t_7 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 589, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_substring, __pyx_t_7);
    __pyx_t_7 = 0;

    /* "spacy/tokenizer.pyx":590
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))
 *         for substring in attrs:
 *             for attr in substring:             # <<<<<<<<<<<<<<
 *                 if attr not in (ORTH, NORM):
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 */
    if (likely(PyList_CheckExact(__pyx_v_substring)) || PyTuple_CheckExact(__pyx_v_substring)) {
      __pyx_t_7 = __pyx_v_substring; __Pyx_INCREF(__pyx_t_7); __pyx_t_10 = 0;
      __pyx_t_4 = NULL;
    } else {
      __pyx_t_10 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_v_substring); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 590, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_4 = Py_TYPE(__pyx_t_7)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 590, __pyx_L1_error)
    }
    for (;;) {
      if (likely(!__pyx_t_4)) {
        if (likely(PyList_CheckExact(__pyx_t_7))) {
          if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_7)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_2 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_10); __Pyx_INCREF(__pyx_t_2); __pyx_t_10++; if (unlikely(0 < 0)) __PYX_ERR(0, 590, __pyx_L1_error)
          #else
          __pyx_t_2 = PySequence_ITEM(__pyx_t_7, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 590, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_2);
          #endif
        } else {
          if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_10); __Pyx_INCREF(__pyx_t_2); __pyx_t_10++; if (unlikely(0 < 0)) __PYX_ERR(0, 590, __pyx_L1_error)
          #else
          __pyx_t_2 = PySequence_ITEM(__pyx_t_7, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 590, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_2);
          #endif
        }
      } else {
        __pyx_t_2 = __pyx_t_4(__pyx_t_7);
        if (unlikely(!__pyx_t_2)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 590, __pyx_L1_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_2);
      }
      __Pyx_XDECREF_SET(__pyx_v_attr, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "spacy/tokenizer.pyx":591
 *         for substring in attrs:
 *             for attr in substring:
 *                 if attr not in (ORTH, NORM):             # <<<<<<<<<<<<<<
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 * 
 */
      __Pyx_INCREF(__pyx_v_attr);
      __pyx_t_2 = __pyx_v_attr;
      __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 591, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_t_8, Py_NE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 591, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_11 < 0)) __PYX_ERR(0, 591, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (__pyx_t_11) {
      } else {
        __pyx_t_9 = __pyx_t_11;
        goto __pyx_L13_bool_binop_done;
      }
      __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_NORM); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 591, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_8 = PyObject_RichCompare(__pyx_t_2, __pyx_t_6, Py_NE); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 591, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_11 < 0)) __PYX_ERR(0, 591, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_9 = __pyx_t_11;
      __pyx_L13_bool_binop_done:;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_t_11 = (__pyx_t_9 != 0);
      if (unlikely(__pyx_t_11)) {

        /* "spacy/tokenizer.pyx":592
 *             for attr in substring:
 *                 if attr not in (ORTH, NORM):
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))             # <<<<<<<<<<<<<<
 * 
 *     def add_special_case(self, str string, substrings):
 */
        __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_Errors); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_E1005); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_format); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_8 = __Pyx_PyDict_NewPresized(2); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_6 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_self->vocab->strings), __pyx_v_attr); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_attr, __pyx_t_6) < 0) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_chunk, __pyx_v_chunk) < 0) __PYX_ERR(0, 592, __pyx_L1_error)
        __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, __pyx_t_8); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_8 = __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_6); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 592, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_Raise(__pyx_t_8, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __PYX_ERR(0, 592, __pyx_L1_error)

        /* "spacy/tokenizer.pyx":591
 *         for substring in attrs:
 *             for attr in substring:
 *                 if attr not in (ORTH, NORM):             # <<<<<<<<<<<<<<
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 * 
 */
      }

      /* "spacy/tokenizer.pyx":590
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))
 *         for substring in attrs:
 *             for attr in substring:             # <<<<<<<<<<<<<<
 *                 if attr not in (ORTH, NORM):
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 */
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

    /* "spacy/tokenizer.pyx":589
 *         if chunk != orth:
 *             raise ValueError(Errors.E997.format(chunk=chunk, orth=orth, token_attrs=substrings))
 *         for substring in attrs:             # <<<<<<<<<<<<<<
 *             for attr in substring:
 *                 if attr not in (ORTH, NORM):
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":576
 *                 self.add_special_case(chunk, substrings)
 * 
 *     def _validate_special_case(self, chunk, substrings):             # <<<<<<<<<<<<<<
 *         """Check whether the `ORTH` fields match the string. Check that
 *         additional features beyond `ORTH` and `NORM` are not set by the
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._validate_special_case", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_attrs);
  __Pyx_XDECREF(__pyx_v_orth);
  __Pyx_XDECREF(__pyx_v_substring);
  __Pyx_XDECREF(__pyx_v_attr);
  __Pyx_XDECREF(__pyx_v_spec);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":594
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 * 
 *     def add_special_case(self, str string, substrings):             # <<<<<<<<<<<<<<
 *         """Add a special-case tokenization rule.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_26add_special_case(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_25add_special_case[] = "Tokenizer.add_special_case(self, str string, substrings)\nAdd a special-case tokenization rule.\n\n        string (str): The string to specially tokenize.\n        substrings (iterable): A sequence of dicts, where each dict describes\n            a token and its attributes. The `ORTH` fields of the attributes\n            must exactly match the string when they are concatenated.\n\n        DOCS: https://spacy.io/api/tokenizer#add_special_case\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_26add_special_case = {"add_special_case", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_26add_special_case, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_25add_special_case};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_26add_special_case(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_string = 0;
  PyObject *__pyx_v_substrings = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("add_special_case (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_string,&__pyx_n_s_substrings,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_string)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_substrings)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("add_special_case", 1, 2, 2, 1); __PYX_ERR(0, 594, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "add_special_case") < 0)) __PYX_ERR(0, 594, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_string = ((PyObject*)values[0]);
    __pyx_v_substrings = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("add_special_case", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 594, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.add_special_case", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_string), (&PyString_Type), 1, "string", 1))) __PYX_ERR(0, 594, __pyx_L1_error)
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_25add_special_case(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_string, __pyx_v_substrings);

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_25add_special_case(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_string, PyObject *__pyx_v_substrings) {
  struct __pyx_t_5spacy_5vocab__Cached *__pyx_v_cached;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_v_key;
  struct __pyx_t_5spacy_5vocab__Cached *__pyx_v_stale_special;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  void *__pyx_t_6;
  Py_ssize_t __pyx_t_7;
  struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_8;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_t_9;
  int __pyx_t_10;
  int __pyx_t_11;
  int __pyx_t_12;
  PyObject *__pyx_t_13 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__13)
  __Pyx_RefNannySetupContext("add_special_case", 0);
  __Pyx_TraceCall("add_special_case", __pyx_f[0], 594, 0, __PYX_ERR(0, 594, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_substrings);

  /* "spacy/tokenizer.pyx":604
 *         DOCS: https://spacy.io/api/tokenizer#add_special_case
 *         """
 *         self._validate_special_case(string, substrings)             # <<<<<<<<<<<<<<
 *         substrings = list(substrings)
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_validate_special_case); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 604, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  __pyx_t_4 = 0;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
      __pyx_t_4 = 1;
    }
  }
  #if CYTHON_FAST_PYCALL
  if (PyFunction_Check(__pyx_t_2)) {
    PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_v_string, __pyx_v_substrings};
    __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-__pyx_t_4, 2+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  #if CYTHON_FAST_PYCCALL
  if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
    PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_v_string, __pyx_v_substrings};
    __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-__pyx_t_4, 2+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  {
    __pyx_t_5 = PyTuple_New(2+__pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    if (__pyx_t_3) {
      __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __pyx_t_3 = NULL;
    }
    __Pyx_INCREF(__pyx_v_string);
    __Pyx_GIVEREF(__pyx_v_string);
    PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_4, __pyx_v_string);
    __Pyx_INCREF(__pyx_v_substrings);
    __Pyx_GIVEREF(__pyx_v_substrings);
    PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_4, __pyx_v_substrings);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":605
 *         """
 *         self._validate_special_case(string, substrings)
 *         substrings = list(substrings)             # <<<<<<<<<<<<<<
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 *         cached.length = len(substrings)
 */
  __pyx_t_1 = PySequence_List(__pyx_v_substrings); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 605, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_substrings, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":606
 *         self._validate_special_case(string, substrings)
 *         substrings = list(substrings)
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))             # <<<<<<<<<<<<<<
 *         cached.length = len(substrings)
 *         cached.is_lex = False
 */
  __pyx_t_6 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->alloc(__pyx_v_self->mem, 1, (sizeof(struct __pyx_t_5spacy_5vocab__Cached))); if (unlikely(__pyx_t_6 == ((void *)NULL))) __PYX_ERR(0, 606, __pyx_L1_error)
  __pyx_v_cached = ((struct __pyx_t_5spacy_5vocab__Cached *)__pyx_t_6);

  /* "spacy/tokenizer.pyx":607
 *         substrings = list(substrings)
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 *         cached.length = len(substrings)             # <<<<<<<<<<<<<<
 *         cached.is_lex = False
 *         cached.data.tokens = self.vocab.make_fused_token(substrings)
 */
  __pyx_t_7 = PyObject_Length(__pyx_v_substrings); if (unlikely(__pyx_t_7 == ((Py_ssize_t)-1))) __PYX_ERR(0, 607, __pyx_L1_error)
  __pyx_v_cached->length = __pyx_t_7;

  /* "spacy/tokenizer.pyx":608
 *         cached = <_Cached*>self.mem.alloc(1, sizeof(_Cached))
 *         cached.length = len(substrings)
 *         cached.is_lex = False             # <<<<<<<<<<<<<<
 *         cached.data.tokens = self.vocab.make_fused_token(substrings)
 *         key = hash_string(string)
 */
  __pyx_v_cached->is_lex = 0;

  /* "spacy/tokenizer.pyx":609
 *         cached.length = len(substrings)
 *         cached.is_lex = False
 *         cached.data.tokens = self.vocab.make_fused_token(substrings)             # <<<<<<<<<<<<<<
 *         key = hash_string(string)
 *         stale_special = <_Cached*>self._specials.get(key)
 */
  __pyx_t_8 = ((struct __pyx_vtabstruct_5spacy_5vocab_Vocab *)__pyx_v_self->vocab->__pyx_vtab)->make_fused_token(__pyx_v_self->vocab, __pyx_v_substrings); if (unlikely(__pyx_t_8 == ((struct __pyx_t_5spacy_7structs_TokenC const *)NULL))) __PYX_ERR(0, 609, __pyx_L1_error)
  __pyx_v_cached->data.tokens = __pyx_t_8;

  /* "spacy/tokenizer.pyx":610
 *         cached.is_lex = False
 *         cached.data.tokens = self.vocab.make_fused_token(substrings)
 *         key = hash_string(string)             # <<<<<<<<<<<<<<
 *         stale_special = <_Cached*>self._specials.get(key)
 *         self._specials.set(key, cached)
 */
  __pyx_t_9 = __pyx_f_5spacy_7strings_hash_string(__pyx_v_string, 0); if (unlikely(__pyx_t_9 == ((__pyx_t_5spacy_8typedefs_hash_t)0))) __PYX_ERR(0, 610, __pyx_L1_error)
  __pyx_v_key = __pyx_t_9;

  /* "spacy/tokenizer.pyx":611
 *         cached.data.tokens = self.vocab.make_fused_token(substrings)
 *         key = hash_string(string)
 *         stale_special = <_Cached*>self._specials.get(key)             # <<<<<<<<<<<<<<
 *         self._specials.set(key, cached)
 *         if stale_special is not NULL:
 */
  __pyx_v_stale_special = ((struct __pyx_t_5spacy_5vocab__Cached *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->get(__pyx_v_self->_specials, __pyx_v_key));

  /* "spacy/tokenizer.pyx":612
 *         key = hash_string(string)
 *         stale_special = <_Cached*>self._specials.get(key)
 *         self._specials.set(key, cached)             # <<<<<<<<<<<<<<
 *         if stale_special is not NULL:
 *             self.mem.free(stale_special)
 */
  ((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->_specials->__pyx_vtab)->set(__pyx_v_self->_specials, __pyx_v_key, __pyx_v_cached); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 612, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":613
 *         stale_special = <_Cached*>self._specials.get(key)
 *         self._specials.set(key, cached)
 *         if stale_special is not NULL:             # <<<<<<<<<<<<<<
 *             self.mem.free(stale_special)
 *         self._rules[string] = substrings
 */
  __pyx_t_10 = ((__pyx_v_stale_special != NULL) != 0);
  if (__pyx_t_10) {

    /* "spacy/tokenizer.pyx":614
 *         self._specials.set(key, cached)
 *         if stale_special is not NULL:
 *             self.mem.free(stale_special)             # <<<<<<<<<<<<<<
 *         self._rules[string] = substrings
 *         self._flush_cache()
 */
    ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->free(__pyx_v_self->mem, __pyx_v_stale_special); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 614, __pyx_L1_error)

    /* "spacy/tokenizer.pyx":613
 *         stale_special = <_Cached*>self._specials.get(key)
 *         self._specials.set(key, cached)
 *         if stale_special is not NULL:             # <<<<<<<<<<<<<<
 *             self.mem.free(stale_special)
 *         self._rules[string] = substrings
 */
  }

  /* "spacy/tokenizer.pyx":615
 *         if stale_special is not NULL:
 *             self.mem.free(stale_special)
 *         self._rules[string] = substrings             # <<<<<<<<<<<<<<
 *         self._flush_cache()
 *         if not self.faster_heuristics or self.find_prefix(string) or self.find_infix(string) or self.find_suffix(string) or " " in string:
 */
  if (unlikely(PyObject_SetItem(__pyx_v_self->_rules, __pyx_v_string, __pyx_v_substrings) < 0)) __PYX_ERR(0, 615, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":616
 *             self.mem.free(stale_special)
 *         self._rules[string] = substrings
 *         self._flush_cache()             # <<<<<<<<<<<<<<
 *         if not self.faster_heuristics or self.find_prefix(string) or self.find_infix(string) or self.find_suffix(string) or " " in string:
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_flush_cache); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 616, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_5) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 616, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":617
 *         self._rules[string] = substrings
 *         self._flush_cache()
 *         if not self.faster_heuristics or self.find_prefix(string) or self.find_infix(string) or self.find_suffix(string) or " " in string:             # <<<<<<<<<<<<<<
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_faster_heuristics); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_11 < 0)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_12 = ((!__pyx_t_11) != 0);
  if (!__pyx_t_12) {
  } else {
    __pyx_t_10 = __pyx_t_12;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_find_prefix); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_5, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_string);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_12 < 0)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!__pyx_t_12) {
  } else {
    __pyx_t_10 = __pyx_t_12;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_find_infix); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_5, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_string);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_12 < 0)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!__pyx_t_12) {
  } else {
    __pyx_t_10 = __pyx_t_12;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_find_suffix); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_5, __pyx_v_string) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_string);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_12 < 0)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!__pyx_t_12) {
  } else {
    __pyx_t_10 = __pyx_t_12;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_12 = (__Pyx_PySequence_ContainsTF(__pyx_kp_s__2, __pyx_v_string, Py_EQ)); if (unlikely(__pyx_t_12 < 0)) __PYX_ERR(0, 617, __pyx_L1_error)
  __pyx_t_11 = (__pyx_t_12 != 0);
  __pyx_t_10 = __pyx_t_11;
  __pyx_L5_bool_binop_done:;
  if (__pyx_t_10) {

    /* "spacy/tokenizer.pyx":618
 *         self._flush_cache()
 *         if not self.faster_heuristics or self.find_prefix(string) or self.find_infix(string) or self.find_suffix(string) or " " in string:
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))             # <<<<<<<<<<<<<<
 * 
 *     def _reload_special_cases(self):
 */
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->_special_matcher), __pyx_n_s_add); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 618, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = ((PyObject *)((struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer *)__pyx_v_self->__pyx_vtab)->_tokenize_affixes(__pyx_v_self, __pyx_v_string, 0)); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 618, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = NULL;
    __pyx_t_4 = 0;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
        __pyx_t_4 = 1;
      }
    }
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(__pyx_t_2)) {
      PyObject *__pyx_temp[4] = {__pyx_t_3, __pyx_v_string, Py_None, __pyx_t_5};
      __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-__pyx_t_4, 3+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 618, __pyx_L1_error)
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    } else
    #endif
    #if CYTHON_FAST_PYCCALL
    if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
      PyObject *__pyx_temp[4] = {__pyx_t_3, __pyx_v_string, Py_None, __pyx_t_5};
      __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-__pyx_t_4, 3+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 618, __pyx_L1_error)
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    } else
    #endif
    {
      __pyx_t_13 = PyTuple_New(3+__pyx_t_4); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 618, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_13);
      if (__pyx_t_3) {
        __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_3); __pyx_t_3 = NULL;
      }
      __Pyx_INCREF(__pyx_v_string);
      __Pyx_GIVEREF(__pyx_v_string);
      PyTuple_SET_ITEM(__pyx_t_13, 0+__pyx_t_4, __pyx_v_string);
      __Pyx_INCREF(Py_None);
      __Pyx_GIVEREF(Py_None);
      PyTuple_SET_ITEM(__pyx_t_13, 1+__pyx_t_4, Py_None);
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_13, 2+__pyx_t_4, __pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_13, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 618, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "spacy/tokenizer.pyx":617
 *         self._rules[string] = substrings
 *         self._flush_cache()
 *         if not self.faster_heuristics or self.find_prefix(string) or self.find_infix(string) or self.find_suffix(string) or " " in string:             # <<<<<<<<<<<<<<
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))
 * 
 */
  }

  /* "spacy/tokenizer.pyx":594
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 * 
 *     def add_special_case(self, str string, substrings):             # <<<<<<<<<<<<<<
 *         """Add a special-case tokenization rule.
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_13);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.add_special_case", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_substrings);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":620
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))
 * 
 *     def _reload_special_cases(self):             # <<<<<<<<<<<<<<
 *         self._flush_cache()
 *         self._flush_specials()
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_28_reload_special_cases(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_27_reload_special_cases[] = "Tokenizer._reload_special_cases(self)";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_28_reload_special_cases = {"_reload_special_cases", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_28_reload_special_cases, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_27_reload_special_cases};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_28_reload_special_cases(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_reload_special_cases (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_27_reload_special_cases(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_27_reload_special_cases(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__14)
  __Pyx_RefNannySetupContext("_reload_special_cases", 0);
  __Pyx_TraceCall("_reload_special_cases", __pyx_f[0], 620, 0, __PYX_ERR(0, 620, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":621
 * 
 *     def _reload_special_cases(self):
 *         self._flush_cache()             # <<<<<<<<<<<<<<
 *         self._flush_specials()
 *         self._load_special_cases(self._rules)
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_flush_cache); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 621, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 621, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":622
 *     def _reload_special_cases(self):
 *         self._flush_cache()
 *         self._flush_specials()             # <<<<<<<<<<<<<<
 *         self._load_special_cases(self._rules)
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_flush_specials); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 622, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 622, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":623
 *         self._flush_cache()
 *         self._flush_specials()
 *         self._load_special_cases(self._rules)             # <<<<<<<<<<<<<<
 * 
 *     def explain(self, text):
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_load_special_cases); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 623, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_3) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_3, __pyx_v_self->_rules) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_self->_rules);
  __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 623, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":620
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))
 * 
 *     def _reload_special_cases(self):             # <<<<<<<<<<<<<<
 *         self._flush_cache()
 *         self._flush_specials()
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer._reload_special_cases", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":625
 *         self._load_special_cases(self._rules)
 * 
 *     def explain(self, text):             # <<<<<<<<<<<<<<
 *         """A debugging tokenizer that provides information about which
 *         tokenizer rule or pattern was matched for each token. The tokens
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_30explain(PyObject *__pyx_v_self, PyObject *__pyx_v_text); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_29explain[] = "Tokenizer.explain(self, text)\nA debugging tokenizer that provides information about which\n        tokenizer rule or pattern was matched for each token. The tokens\n        produced are identical to `nlp.tokenizer()` except for whitespace\n        tokens.\n\n        string (str): The string to tokenize.\n        RETURNS (list): A list of (pattern_string, token_string) tuples\n\n        DOCS: https://spacy.io/api/tokenizer#explain\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_30explain = {"explain", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_30explain, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_29explain};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_30explain(PyObject *__pyx_v_self, PyObject *__pyx_v_text) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("explain (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_29explain(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), ((PyObject *)__pyx_v_text));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_2generator1(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value); /* proto */

/* "spacy/tokenizer.pyx":659
 *             while substring:
 *                 if substring in special_cases:
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                     continue
 */

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_genexpr(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *__pyx_cur_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("genexpr", 0);
  __pyx_cur_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *)__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_2_genexpr(__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_2_genexpr, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 659, __pyx_L1_error)
  } else {
    __Pyx_GOTREF(__pyx_cur_scope);
  }
  __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *) __pyx_self;
  __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
  {
    __pyx_CoroutineObject *gen = __Pyx_Generator_New((__pyx_coroutine_body_t) __pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_2generator1, NULL, (PyObject *) __pyx_cur_scope, __pyx_n_s_genexpr, __pyx_n_s_explain_locals_genexpr, __pyx_n_s_spacy_tokenizer); if (unlikely(!gen)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_DECREF(__pyx_cur_scope);
    __Pyx_RefNannyFinishContext();
    return (PyObject *) gen;
  }

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.explain.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_2generator1(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value) /* generator body */
{
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *)__pyx_generator->closure);
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("genexpr", 0);
  __Pyx_TraceCall("genexpr", __pyx_f[0], 659, 0, __PYX_ERR(0, 659, __pyx_L1_error));
  switch (__pyx_generator->resume_label) {
    case 0: goto __pyx_L3_first_run;
    case 1: goto __pyx_L6_resume_from_yield;
    default: /* CPython raises the right error here */
    __Pyx_TraceReturn(Py_None, 0);
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __pyx_L3_first_run:;
  if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 659, __pyx_L1_error)
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_1 = __pyx_int_0;
  if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases)) { __Pyx_RaiseClosureNameError("special_cases"); __PYX_ERR(0, 659, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 659, __pyx_L1_error)
  }
  if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_substring)) { __Pyx_RaiseClosureNameError("substring"); __PYX_ERR(0, 659, __pyx_L1_error) }
  __pyx_t_2 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases, __pyx_cur_scope->__pyx_outer_scope->__pyx_v_substring); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 659, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (likely(PyList_CheckExact(__pyx_t_2)) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 659, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (likely(!__pyx_t_5)) {
      if (likely(PyList_CheckExact(__pyx_t_3))) {
        if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 659, __pyx_L1_error)
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 659, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      } else {
        if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 659, __pyx_L1_error)
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 659, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      }
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 659, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_e);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_e, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    __pyx_t_2 = 0;
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_i, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1);
    __pyx_t_1 = __pyx_t_2;
    __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_cur_scope->__pyx_v_i, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(((PyObject *)(&PyString_Type)), __pyx_t_2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = PyNumber_Add(__pyx_kp_s_SPECIAL, __pyx_t_6); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 659, __pyx_L1_error) }
    __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyObject_GetItem(__pyx_cur_scope->__pyx_v_e, __pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self->vocab->strings), __pyx_t_7); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 659, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6);
    __pyx_t_2 = 0;
    __pyx_t_6 = 0;
    __pyx_r = __pyx_t_7;
    __pyx_t_7 = 0;
    __Pyx_XGIVEREF(__pyx_t_1);
    __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
    __Pyx_XGIVEREF(__pyx_t_3);
    __pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
    __pyx_cur_scope->__pyx_t_2 = __pyx_t_4;
    __pyx_cur_scope->__pyx_t_3 = __pyx_t_5;
    __Pyx_XGIVEREF(__pyx_r);
    __Pyx_TraceReturn(__pyx_r, 0);
    __Pyx_RefNannyFinishContext();
    __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
    /* return from generator, yielding value */
    __pyx_generator->resume_label = 1;
    return __pyx_r;
    __pyx_L6_resume_from_yield:;
    __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
    __pyx_cur_scope->__pyx_t_0 = 0;
    __Pyx_XGOTREF(__pyx_t_1);
    __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
    __pyx_cur_scope->__pyx_t_1 = 0;
    __Pyx_XGOTREF(__pyx_t_3);
    __pyx_t_4 = __pyx_cur_scope->__pyx_t_2;
    __pyx_t_5 = __pyx_cur_scope->__pyx_t_3;
    if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 659, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  CYTHON_MAYBE_UNUSED_VAR(__pyx_cur_scope);

  /* function exit code */
  PyErr_SetNone(PyExc_StopIteration);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_r); __pyx_r = 0;
  #if !CYTHON_USE_EXC_INFO_STACK
  __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
  #endif
  __pyx_generator->resume_label = -1;
  __Pyx_Coroutine_clear((PyObject*)__pyx_generator);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_5generator2(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value); /* proto */

/* "spacy/tokenizer.pyx":668
 *                         break
 *                     if substring in special_cases:
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                         substring = ''
 *                         break
 */

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_3genexpr(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *__pyx_cur_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("genexpr", 0);
  __pyx_cur_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *)__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_3_genexpr(__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_3_genexpr, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 668, __pyx_L1_error)
  } else {
    __Pyx_GOTREF(__pyx_cur_scope);
  }
  __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *) __pyx_self;
  __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
  {
    __pyx_CoroutineObject *gen = __Pyx_Generator_New((__pyx_coroutine_body_t) __pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_5generator2, NULL, (PyObject *) __pyx_cur_scope, __pyx_n_s_genexpr, __pyx_n_s_explain_locals_genexpr, __pyx_n_s_spacy_tokenizer); if (unlikely(!gen)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_DECREF(__pyx_cur_scope);
    __Pyx_RefNannyFinishContext();
    return (PyObject *) gen;
  }

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.explain.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_5generator2(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value) /* generator body */
{
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *)__pyx_generator->closure);
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("genexpr", 0);
  __Pyx_TraceCall("genexpr", __pyx_f[0], 668, 0, __PYX_ERR(0, 668, __pyx_L1_error));
  switch (__pyx_generator->resume_label) {
    case 0: goto __pyx_L3_first_run;
    case 1: goto __pyx_L6_resume_from_yield;
    default: /* CPython raises the right error here */
    __Pyx_TraceReturn(Py_None, 0);
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __pyx_L3_first_run:;
  if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 668, __pyx_L1_error)
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_1 = __pyx_int_0;
  if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases)) { __Pyx_RaiseClosureNameError("special_cases"); __PYX_ERR(0, 668, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 668, __pyx_L1_error)
  }
  if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_substring)) { __Pyx_RaiseClosureNameError("substring"); __PYX_ERR(0, 668, __pyx_L1_error) }
  __pyx_t_2 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases, __pyx_cur_scope->__pyx_outer_scope->__pyx_v_substring); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 668, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (likely(PyList_CheckExact(__pyx_t_2)) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 668, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (likely(!__pyx_t_5)) {
      if (likely(PyList_CheckExact(__pyx_t_3))) {
        if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 668, __pyx_L1_error)
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 668, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      } else {
        if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 668, __pyx_L1_error)
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 668, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      }
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 668, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_e);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_e, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    __pyx_t_2 = 0;
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_i, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1);
    __pyx_t_1 = __pyx_t_2;
    __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_cur_scope->__pyx_v_i, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(((PyObject *)(&PyString_Type)), __pyx_t_2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = PyNumber_Add(__pyx_kp_s_SPECIAL, __pyx_t_6); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 668, __pyx_L1_error) }
    __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyObject_GetItem(__pyx_cur_scope->__pyx_v_e, __pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self->vocab->strings), __pyx_t_7); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 668, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6);
    __pyx_t_2 = 0;
    __pyx_t_6 = 0;
    __pyx_r = __pyx_t_7;
    __pyx_t_7 = 0;
    __Pyx_XGIVEREF(__pyx_t_1);
    __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
    __Pyx_XGIVEREF(__pyx_t_3);
    __pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
    __pyx_cur_scope->__pyx_t_2 = __pyx_t_4;
    __pyx_cur_scope->__pyx_t_3 = __pyx_t_5;
    __Pyx_XGIVEREF(__pyx_r);
    __Pyx_TraceReturn(__pyx_r, 0);
    __Pyx_RefNannyFinishContext();
    __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
    /* return from generator, yielding value */
    __pyx_generator->resume_label = 1;
    return __pyx_r;
    __pyx_L6_resume_from_yield:;
    __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
    __pyx_cur_scope->__pyx_t_0 = 0;
    __Pyx_XGOTREF(__pyx_t_1);
    __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
    __pyx_cur_scope->__pyx_t_1 = 0;
    __Pyx_XGOTREF(__pyx_t_3);
    __pyx_t_4 = __pyx_cur_scope->__pyx_t_2;
    __pyx_t_5 = __pyx_cur_scope->__pyx_t_3;
    if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 668, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  CYTHON_MAYBE_UNUSED_VAR(__pyx_cur_scope);

  /* function exit code */
  PyErr_SetNone(PyExc_StopIteration);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_r); __pyx_r = 0;
  #if !CYTHON_USE_EXC_INFO_STACK
  __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
  #endif
  __pyx_generator->resume_label = -1;
  __Pyx_Coroutine_clear((PyObject*)__pyx_generator);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_8generator3(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value); /* proto */

/* "spacy/tokenizer.pyx":696
 *                     substring = ''
 *                 elif substring in special_cases:
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                 elif list(infix_finditer(substring)):
 */

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_6genexpr(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *__pyx_cur_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("genexpr", 0);
  __pyx_cur_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *)__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_4_genexpr(__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_4_genexpr, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 696, __pyx_L1_error)
  } else {
    __Pyx_GOTREF(__pyx_cur_scope);
  }
  __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *) __pyx_self;
  __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
  {
    __pyx_CoroutineObject *gen = __Pyx_Generator_New((__pyx_coroutine_body_t) __pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_8generator3, NULL, (PyObject *) __pyx_cur_scope, __pyx_n_s_genexpr, __pyx_n_s_explain_locals_genexpr, __pyx_n_s_spacy_tokenizer); if (unlikely(!gen)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_DECREF(__pyx_cur_scope);
    __Pyx_RefNannyFinishContext();
    return (PyObject *) gen;
  }

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.explain.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_8generator3(__pyx_CoroutineObject *__pyx_generator, CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject *__pyx_sent_value) /* generator body */
{
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *__pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *)__pyx_generator->closure);
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("genexpr", 0);
  __Pyx_TraceCall("genexpr", __pyx_f[0], 696, 0, __PYX_ERR(0, 696, __pyx_L1_error));
  switch (__pyx_generator->resume_label) {
    case 0: goto __pyx_L3_first_run;
    case 1: goto __pyx_L6_resume_from_yield;
    default: /* CPython raises the right error here */
    __Pyx_TraceReturn(Py_None, 0);
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __pyx_L3_first_run:;
  if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 696, __pyx_L1_error)
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_1 = __pyx_int_0;
  if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases)) { __Pyx_RaiseClosureNameError("special_cases"); __PYX_ERR(0, 696, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(0, 696, __pyx_L1_error)
  }
  if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_substring)) { __Pyx_RaiseClosureNameError("substring"); __PYX_ERR(0, 696, __pyx_L1_error) }
  __pyx_t_2 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_special_cases, __pyx_cur_scope->__pyx_outer_scope->__pyx_v_substring); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 696, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (likely(PyList_CheckExact(__pyx_t_2)) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 696, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (likely(!__pyx_t_5)) {
      if (likely(PyList_CheckExact(__pyx_t_3))) {
        if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 696, __pyx_L1_error)
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 696, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      } else {
        if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 696, __pyx_L1_error)
        #else
        __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 696, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        #endif
      }
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 696, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_e);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_e, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    __pyx_t_2 = 0;
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_i);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_i, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1);
    __pyx_t_1 = __pyx_t_2;
    __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_cur_scope->__pyx_v_i, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = __Pyx_PyObject_FormatSimple(__pyx_t_2, __pyx_empty_unicode); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyUnicode_Concat(__pyx_kp_u_SPECIAL, __pyx_t_6); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 696, __pyx_L1_error) }
    __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyObject_GetItem(__pyx_cur_scope->__pyx_v_e, __pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_outer_scope->__pyx_v_self->vocab->strings), __pyx_t_7); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 696, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6);
    __pyx_t_2 = 0;
    __pyx_t_6 = 0;
    __pyx_r = __pyx_t_7;
    __pyx_t_7 = 0;
    __Pyx_XGIVEREF(__pyx_t_1);
    __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
    __Pyx_XGIVEREF(__pyx_t_3);
    __pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
    __pyx_cur_scope->__pyx_t_2 = __pyx_t_4;
    __pyx_cur_scope->__pyx_t_3 = __pyx_t_5;
    __Pyx_XGIVEREF(__pyx_r);
    __Pyx_TraceReturn(__pyx_r, 0);
    __Pyx_RefNannyFinishContext();
    __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
    /* return from generator, yielding value */
    __pyx_generator->resume_label = 1;
    return __pyx_r;
    __pyx_L6_resume_from_yield:;
    __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
    __pyx_cur_scope->__pyx_t_0 = 0;
    __Pyx_XGOTREF(__pyx_t_1);
    __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
    __pyx_cur_scope->__pyx_t_1 = 0;
    __Pyx_XGOTREF(__pyx_t_3);
    __pyx_t_4 = __pyx_cur_scope->__pyx_t_2;
    __pyx_t_5 = __pyx_cur_scope->__pyx_t_3;
    if (unlikely(!__pyx_sent_value)) __PYX_ERR(0, 696, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  CYTHON_MAYBE_UNUSED_VAR(__pyx_cur_scope);

  /* function exit code */
  PyErr_SetNone(PyExc_StopIteration);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_r); __pyx_r = 0;
  #if !CYTHON_USE_EXC_INFO_STACK
  __Pyx_Coroutine_ResetAndClearException(__pyx_generator);
  #endif
  __pyx_generator->resume_label = -1;
  __Pyx_Coroutine_clear((PyObject*)__pyx_generator);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":625
 *         self._load_special_cases(self._rules)
 * 
 *     def explain(self, text):             # <<<<<<<<<<<<<<
 *         """A debugging tokenizer that provides information about which
 *         tokenizer rule or pattern was matched for each token. The tokens
 */

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_29explain(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_text) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *__pyx_cur_scope;
  PyObject *__pyx_v_prefix_search = NULL;
  PyObject *__pyx_v_suffix_search = NULL;
  PyObject *__pyx_v_infix_finditer = NULL;
  PyObject *__pyx_v_token_match = NULL;
  PyObject *__pyx_v_url_match = NULL;
  PyObject *__pyx_v_orth = NULL;
  PyObject *__pyx_v_special_tokens = NULL;
  PyObject *__pyx_v_tokens = NULL;
  PyObject *__pyx_v_suffixes = NULL;
  PyObject *__pyx_v_split = NULL;
  PyObject *__pyx_v_infixes = NULL;
  PyObject *__pyx_v_offset = NULL;
  PyObject *__pyx_v_match = NULL;
  PyObject *__pyx_v_words = NULL;
  PyObject *__pyx_v_spaces = NULL;
  PyObject *__pyx_v_t_words = NULL;
  PyObject *__pyx_v_t_spaces = NULL;
  PyObject *__pyx_v_word = NULL;
  PyObject *__pyx_v_space = NULL;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc = NULL;
  PyObject *__pyx_v_matches = NULL;
  PyObject *__pyx_v_spans = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_v_final_tokens = NULL;
  PyObject *__pyx_v_spans_by_start = NULL;
  PyObject *__pyx_v_span = NULL;
  PyObject *__pyx_v_exc = NULL;
  PyObject *__pyx_v_j = NULL;
  PyObject *__pyx_v_special_token = NULL;
  PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_2generator1 = 0;
  PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_5generator2 = 0;
  PyObject *__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_8generator3 = 0;
  PyObject *__pyx_v_t = NULL;
  PyObject *__pyx_v_m_id = NULL;
  PyObject *__pyx_v_s = NULL;
  PyObject *__pyx_v_e = NULL;
  PyObject *__pyx_8genexpr3__pyx_v_s = NULL;
  PyObject *__pyx_v_d = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *(*__pyx_t_10)(PyObject *);
  Py_ssize_t __pyx_t_11;
  PyObject *(*__pyx_t_12)(PyObject *);
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_t_16;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__15)
  __Pyx_RefNannySetupContext("explain", 0);
  __pyx_cur_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *)__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_1_explain(__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_1_explain, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 625, __pyx_L1_error)
  } else {
    __Pyx_GOTREF(__pyx_cur_scope);
  }
  __Pyx_TraceCall("explain", __pyx_f[0], 625, 0, __PYX_ERR(0, 625, __pyx_L1_error));
  __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
  __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
  __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);

  /* "spacy/tokenizer.pyx":636
 *         DOCS: https://spacy.io/api/tokenizer#explain
 *         """
 *         prefix_search = self.prefix_search             # <<<<<<<<<<<<<<
 *         if prefix_search is None:
 *             prefix_search = re.compile("a^").search
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_prefix_search); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 636, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_prefix_search = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":637
 *         """
 *         prefix_search = self.prefix_search
 *         if prefix_search is None:             # <<<<<<<<<<<<<<
 *             prefix_search = re.compile("a^").search
 *         suffix_search = self.suffix_search
 */
  __pyx_t_2 = (__pyx_v_prefix_search == Py_None);
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "spacy/tokenizer.pyx":638
 *         prefix_search = self.prefix_search
 *         if prefix_search is None:
 *             prefix_search = re.compile("a^").search             # <<<<<<<<<<<<<<
 *         suffix_search = self.suffix_search
 *         if suffix_search is None:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_re); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 638, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_compile); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 638, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_4, __pyx_kp_s_a) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_kp_s_a);
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 638, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_search); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 638, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF_SET(__pyx_v_prefix_search, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "spacy/tokenizer.pyx":637
 *         """
 *         prefix_search = self.prefix_search
 *         if prefix_search is None:             # <<<<<<<<<<<<<<
 *             prefix_search = re.compile("a^").search
 *         suffix_search = self.suffix_search
 */
  }

  /* "spacy/tokenizer.pyx":639
 *         if prefix_search is None:
 *             prefix_search = re.compile("a^").search
 *         suffix_search = self.suffix_search             # <<<<<<<<<<<<<<
 *         if suffix_search is None:
 *             suffix_search = re.compile("a^").search
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_suffix_search); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 639, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_v_suffix_search = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "spacy/tokenizer.pyx":640
 *             prefix_search = re.compile("a^").search
 *         suffix_search = self.suffix_search
 *         if suffix_search is None:             # <<<<<<<<<<<<<<
 *             suffix_search = re.compile("a^").search
 *         infix_finditer = self.infix_finditer
 */
  __pyx_t_3 = (__pyx_v_suffix_search == Py_None);
  __pyx_t_2 = (__pyx_t_3 != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":641
 *         suffix_search = self.suffix_search
 *         if suffix_search is None:
 *             suffix_search = re.compile("a^").search             # <<<<<<<<<<<<<<
 *         infix_finditer = self.infix_finditer
 *         if infix_finditer is None:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_re); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 641, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_compile); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 641, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    __pyx_t_5 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_1, __pyx_kp_s_a) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_kp_s_a);
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 641, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_search); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 641, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_suffix_search, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":640
 *             prefix_search = re.compile("a^").search
 *         suffix_search = self.suffix_search
 *         if suffix_search is None:             # <<<<<<<<<<<<<<
 *             suffix_search = re.compile("a^").search
 *         infix_finditer = self.infix_finditer
 */
  }

  /* "spacy/tokenizer.pyx":642
 *         if suffix_search is None:
 *             suffix_search = re.compile("a^").search
 *         infix_finditer = self.infix_finditer             # <<<<<<<<<<<<<<
 *         if infix_finditer is None:
 *             infix_finditer = re.compile("a^").finditer
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_infix_finditer); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 642, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_v_infix_finditer = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":643
 *             suffix_search = re.compile("a^").search
 *         infix_finditer = self.infix_finditer
 *         if infix_finditer is None:             # <<<<<<<<<<<<<<
 *             infix_finditer = re.compile("a^").finditer
 *         token_match = self.token_match
 */
  __pyx_t_2 = (__pyx_v_infix_finditer == Py_None);
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "spacy/tokenizer.pyx":644
 *         infix_finditer = self.infix_finditer
 *         if infix_finditer is None:
 *             infix_finditer = re.compile("a^").finditer             # <<<<<<<<<<<<<<
 *         token_match = self.token_match
 *         if token_match is None:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_re); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 644, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_compile); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 644, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
      }
    }
    __pyx_t_4 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_5, __pyx_kp_s_a) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_kp_s_a);
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 644, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_finditer); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 644, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_infix_finditer, __pyx_t_1);
    __pyx_t_1 = 0;

    /* "spacy/tokenizer.pyx":643
 *             suffix_search = re.compile("a^").search
 *         infix_finditer = self.infix_finditer
 *         if infix_finditer is None:             # <<<<<<<<<<<<<<
 *             infix_finditer = re.compile("a^").finditer
 *         token_match = self.token_match
 */
  }

  /* "spacy/tokenizer.pyx":645
 *         if infix_finditer is None:
 *             infix_finditer = re.compile("a^").finditer
 *         token_match = self.token_match             # <<<<<<<<<<<<<<
 *         if token_match is None:
 *             token_match = re.compile("a^").match
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_token_match); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 645, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_token_match = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":646
 *             infix_finditer = re.compile("a^").finditer
 *         token_match = self.token_match
 *         if token_match is None:             # <<<<<<<<<<<<<<
 *             token_match = re.compile("a^").match
 *         url_match = self.url_match
 */
  __pyx_t_3 = (__pyx_v_token_match == Py_None);
  __pyx_t_2 = (__pyx_t_3 != 0);
  if (__pyx_t_2) {

    /* "spacy/tokenizer.pyx":647
 *         token_match = self.token_match
 *         if token_match is None:
 *             token_match = re.compile("a^").match             # <<<<<<<<<<<<<<
 *         url_match = self.url_match
 *         if url_match is None:
 */
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_re); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 647, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_compile); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 647, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_4, __pyx_kp_s_a) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_kp_s_a);
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 647, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_match); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 647, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF_SET(__pyx_v_token_match, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "spacy/tokenizer.pyx":646
 *             infix_finditer = re.compile("a^").finditer
 *         token_match = self.token_match
 *         if token_match is None:             # <<<<<<<<<<<<<<
 *             token_match = re.compile("a^").match
 *         url_match = self.url_match
 */
  }

  /* "spacy/tokenizer.pyx":648
 *         if token_match is None:
 *             token_match = re.compile("a^").match
 *         url_match = self.url_match             # <<<<<<<<<<<<<<
 *         if url_match is None:
 *             url_match = re.compile("a^").match
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_url_match); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_v_url_match = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "spacy/tokenizer.pyx":649
 *             token_match = re.compile("a^").match
 *         url_match = self.url_match
 *         if url_match is None:             # <<<<<<<<<<<<<<
 *             url_match = re.compile("a^").match
 *         special_cases = {}
 */
  __pyx_t_2 = (__pyx_v_url_match == Py_None);
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "spacy/tokenizer.pyx":650
 *         url_match = self.url_match
 *         if url_match is None:
 *             url_match = re.compile("a^").match             # <<<<<<<<<<<<<<
 *         special_cases = {}
 *         for orth, special_tokens in self.rules.items():
 */
    __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_re); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 650, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_compile); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 650, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    __pyx_t_5 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_1, __pyx_kp_s_a) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_kp_s_a);
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 650, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_match); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 650, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_url_match, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":649
 *             token_match = re.compile("a^").match
 *         url_match = self.url_match
 *         if url_match is None:             # <<<<<<<<<<<<<<
 *             url_match = re.compile("a^").match
 *         special_cases = {}
 */
  }

  /* "spacy/tokenizer.pyx":651
 *         if url_match is None:
 *             url_match = re.compile("a^").match
 *         special_cases = {}             # <<<<<<<<<<<<<<
 *         for orth, special_tokens in self.rules.items():
 *             special_cases[orth] = [intify_attrs(special_token, strings_map=self.vocab.strings, _do_deprecated=True) for special_token in special_tokens]
 */
  __pyx_t_4 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 651, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_cur_scope->__pyx_v_special_cases = ((PyObject*)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":652
 *             url_match = re.compile("a^").match
 *         special_cases = {}
 *         for orth, special_tokens in self.rules.items():             # <<<<<<<<<<<<<<
 *             special_cases[orth] = [intify_attrs(special_token, strings_map=self.vocab.strings, _do_deprecated=True) for special_token in special_tokens]
 *         tokens = []
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_rules); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 652, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_items); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 652, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  __pyx_t_4 = (__pyx_t_5) ? __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_5) : __Pyx_PyObject_CallNoArg(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 652, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (likely(PyList_CheckExact(__pyx_t_4)) || PyTuple_CheckExact(__pyx_t_4)) {
    __pyx_t_1 = __pyx_t_4; __Pyx_INCREF(__pyx_t_1); __pyx_t_6 = 0;
    __pyx_t_7 = NULL;
  } else {
    __pyx_t_6 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 652, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_7 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 652, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  for (;;) {
    if (likely(!__pyx_t_7)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_6); __Pyx_INCREF(__pyx_t_4); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 652, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 652, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_6); __Pyx_INCREF(__pyx_t_4); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 652, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 652, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_7(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 652, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
      PyObject* sequence = __pyx_t_4;
      Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
      if (unlikely(size != 2)) {
        if (size > 2) __Pyx_RaiseTooManyValuesError(2);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        __PYX_ERR(0, 652, __pyx_L1_error)
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_8 = PyTuple_GET_ITEM(sequence, 1); 
      } else {
        __pyx_t_5 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_8 = PyList_GET_ITEM(sequence, 1); 
      }
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_8);
      #else
      __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 652, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_8 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 652, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      #endif
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_9 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 652, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_10 = Py_TYPE(__pyx_t_9)->tp_iternext;
      index = 0; __pyx_t_5 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_5)) goto __pyx_L10_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_5);
      index = 1; __pyx_t_8 = __pyx_t_10(__pyx_t_9); if (unlikely(!__pyx_t_8)) goto __pyx_L10_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_8);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_9), 2) < 0) __PYX_ERR(0, 652, __pyx_L1_error)
      __pyx_t_10 = NULL;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      goto __pyx_L11_unpacking_done;
      __pyx_L10_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_10 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 652, __pyx_L1_error)
      __pyx_L11_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_orth, __pyx_t_5);
    __pyx_t_5 = 0;
    __Pyx_XDECREF_SET(__pyx_v_special_tokens, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "spacy/tokenizer.pyx":653
 *         special_cases = {}
 *         for orth, special_tokens in self.rules.items():
 *             special_cases[orth] = [intify_attrs(special_token, strings_map=self.vocab.strings, _do_deprecated=True) for special_token in special_tokens]             # <<<<<<<<<<<<<<
 *         tokens = []
 *         for substring in text.split():
 */
    __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 653, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    if (likely(PyList_CheckExact(__pyx_v_special_tokens)) || PyTuple_CheckExact(__pyx_v_special_tokens)) {
      __pyx_t_8 = __pyx_v_special_tokens; __Pyx_INCREF(__pyx_t_8); __pyx_t_11 = 0;
      __pyx_t_12 = NULL;
    } else {
      __pyx_t_11 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_v_special_tokens); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 653, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_12 = Py_TYPE(__pyx_t_8)->tp_iternext; if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 653, __pyx_L1_error)
    }
    for (;;) {
      if (likely(!__pyx_t_12)) {
        if (likely(PyList_CheckExact(__pyx_t_8))) {
          if (__pyx_t_11 >= PyList_GET_SIZE(__pyx_t_8)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_5 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_11); __Pyx_INCREF(__pyx_t_5); __pyx_t_11++; if (unlikely(0 < 0)) __PYX_ERR(0, 653, __pyx_L1_error)
          #else
          __pyx_t_5 = PySequence_ITEM(__pyx_t_8, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 653, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_5);
          #endif
        } else {
          if (__pyx_t_11 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_11); __Pyx_INCREF(__pyx_t_5); __pyx_t_11++; if (unlikely(0 < 0)) __PYX_ERR(0, 653, __pyx_L1_error)
          #else
          __pyx_t_5 = PySequence_ITEM(__pyx_t_8, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 653, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_5);
          #endif
        }
      } else {
        __pyx_t_5 = __pyx_t_12(__pyx_t_8);
        if (unlikely(!__pyx_t_5)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 653, __pyx_L1_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_5);
      }
      __Pyx_XDECREF_SET(__pyx_v_special_token, __pyx_t_5);
      __pyx_t_5 = 0;
      __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_intify_attrs); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 653, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 653, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_INCREF(__pyx_v_special_token);
      __Pyx_GIVEREF(__pyx_v_special_token);
      PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_special_token);
      __pyx_t_13 = __Pyx_PyDict_NewPresized(2); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 653, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_13);
      if (PyDict_SetItem(__pyx_t_13, __pyx_n_s_strings_map, ((PyObject *)__pyx_cur_scope->__pyx_v_self->vocab->strings)) < 0) __PYX_ERR(0, 653, __pyx_L1_error)
      if (PyDict_SetItem(__pyx_t_13, __pyx_n_s_do_deprecated, Py_True) < 0) __PYX_ERR(0, 653, __pyx_L1_error)
      __pyx_t_14 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, __pyx_t_13); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 653, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
      if (unlikely(__Pyx_ListComp_Append(__pyx_t_4, (PyObject*)__pyx_t_14))) __PYX_ERR(0, 653, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (unlikely(PyDict_SetItem(__pyx_cur_scope->__pyx_v_special_cases, __pyx_v_orth, __pyx_t_4) < 0)) __PYX_ERR(0, 653, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "spacy/tokenizer.pyx":652
 *             url_match = re.compile("a^").match
 *         special_cases = {}
 *         for orth, special_tokens in self.rules.items():             # <<<<<<<<<<<<<<
 *             special_cases[orth] = [intify_attrs(special_token, strings_map=self.vocab.strings, _do_deprecated=True) for special_token in special_tokens]
 *         tokens = []
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":654
 *         for orth, special_tokens in self.rules.items():
 *             special_cases[orth] = [intify_attrs(special_token, strings_map=self.vocab.strings, _do_deprecated=True) for special_token in special_tokens]
 *         tokens = []             # <<<<<<<<<<<<<<
 *         for substring in text.split():
 *             suffixes = []
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 654, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_tokens = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":655
 *             special_cases[orth] = [intify_attrs(special_token, strings_map=self.vocab.strings, _do_deprecated=True) for special_token in special_tokens]
 *         tokens = []
 *         for substring in text.split():             # <<<<<<<<<<<<<<
 *             suffixes = []
 *             while substring:
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_text, __pyx_n_s_split); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 655, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_8 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  __pyx_t_1 = (__pyx_t_8) ? __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_8) : __Pyx_PyObject_CallNoArg(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 655, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (likely(PyList_CheckExact(__pyx_t_1)) || PyTuple_CheckExact(__pyx_t_1)) {
    __pyx_t_4 = __pyx_t_1; __Pyx_INCREF(__pyx_t_4); __pyx_t_6 = 0;
    __pyx_t_7 = NULL;
  } else {
    __pyx_t_6 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 655, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 655, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  for (;;) {
    if (likely(!__pyx_t_7)) {
      if (likely(PyList_CheckExact(__pyx_t_4))) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 655, __pyx_L1_error)
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 655, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        #endif
      } else {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 655, __pyx_L1_error)
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_4, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 655, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        #endif
      }
    } else {
      __pyx_t_1 = __pyx_t_7(__pyx_t_4);
      if (unlikely(!__pyx_t_1)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 655, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_1);
    }
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_substring);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    __pyx_t_1 = 0;

    /* "spacy/tokenizer.pyx":656
 *         tokens = []
 *         for substring in text.split():
 *             suffixes = []             # <<<<<<<<<<<<<<
 *             while substring:
 *                 if substring in special_cases:
 */
    __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 656, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_suffixes, ((PyObject*)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "spacy/tokenizer.pyx":657
 *         for substring in text.split():
 *             suffixes = []
 *             while substring:             # <<<<<<<<<<<<<<
 *                 if substring in special_cases:
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 */
    while (1) {
      __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_cur_scope->__pyx_v_substring); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 657, __pyx_L1_error)
      if (!__pyx_t_3) break;

      /* "spacy/tokenizer.pyx":658
 *             suffixes = []
 *             while substring:
 *                 if substring in special_cases:             # <<<<<<<<<<<<<<
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''
 */
      __pyx_t_3 = (__Pyx_PyDict_ContainsTF(__pyx_cur_scope->__pyx_v_substring, __pyx_cur_scope->__pyx_v_special_cases, Py_EQ)); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 658, __pyx_L1_error)
      __pyx_t_2 = (__pyx_t_3 != 0);
      if (__pyx_t_2) {

        /* "spacy/tokenizer.pyx":659
 *             while substring:
 *                 if substring in special_cases:
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                     continue
 */
        __pyx_t_1 = __pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 659, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_15 = __Pyx_PyList_Extend(__pyx_v_tokens, __pyx_t_1); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 659, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

        /* "spacy/tokenizer.pyx":660
 *                 if substring in special_cases:
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''             # <<<<<<<<<<<<<<
 *                     continue
 *                 while prefix_search(substring) or suffix_search(substring):
 */
        __Pyx_INCREF(__pyx_kp_s__12);
        __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
        __Pyx_GIVEREF(__pyx_kp_s__12);

        /* "spacy/tokenizer.pyx":661
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''
 *                     continue             # <<<<<<<<<<<<<<
 *                 while prefix_search(substring) or suffix_search(substring):
 *                     if token_match(substring):
 */
        goto __pyx_L16_continue;

        /* "spacy/tokenizer.pyx":658
 *             suffixes = []
 *             while substring:
 *                 if substring in special_cases:             # <<<<<<<<<<<<<<
 *                     tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''
 */
      }

      /* "spacy/tokenizer.pyx":662
 *                     substring = ''
 *                     continue
 *                 while prefix_search(substring) or suffix_search(substring):             # <<<<<<<<<<<<<<
 *                     if token_match(substring):
 *                         tokens.append(("TOKEN_MATCH", substring))
 */
      while (1) {
        __Pyx_INCREF(__pyx_v_prefix_search);
        __pyx_t_8 = __pyx_v_prefix_search; __pyx_t_14 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
          __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_8);
          if (likely(__pyx_t_14)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
            __Pyx_INCREF(__pyx_t_14);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_8, function);
          }
        }
        __pyx_t_1 = (__pyx_t_14) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_14, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
        __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
        if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 662, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 662, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        if (!__pyx_t_3) {
        } else {
          __pyx_t_2 = __pyx_t_3;
          goto __pyx_L21_bool_binop_done;
        }
        __Pyx_INCREF(__pyx_v_suffix_search);
        __pyx_t_8 = __pyx_v_suffix_search; __pyx_t_14 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
          __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_8);
          if (likely(__pyx_t_14)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
            __Pyx_INCREF(__pyx_t_14);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_8, function);
          }
        }
        __pyx_t_1 = (__pyx_t_14) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_14, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
        __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
        if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 662, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 662, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __pyx_t_2 = __pyx_t_3;
        __pyx_L21_bool_binop_done:;
        if (!__pyx_t_2) break;

        /* "spacy/tokenizer.pyx":663
 *                     continue
 *                 while prefix_search(substring) or suffix_search(substring):
 *                     if token_match(substring):             # <<<<<<<<<<<<<<
 *                         tokens.append(("TOKEN_MATCH", substring))
 *                         substring = ''
 */
        __Pyx_INCREF(__pyx_v_token_match);
        __pyx_t_8 = __pyx_v_token_match; __pyx_t_14 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
          __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_8);
          if (likely(__pyx_t_14)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
            __Pyx_INCREF(__pyx_t_14);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_8, function);
          }
        }
        __pyx_t_1 = (__pyx_t_14) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_14, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
        __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
        if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 663, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 663, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        if (__pyx_t_2) {

          /* "spacy/tokenizer.pyx":664
 *                 while prefix_search(substring) or suffix_search(substring):
 *                     if token_match(substring):
 *                         tokens.append(("TOKEN_MATCH", substring))             # <<<<<<<<<<<<<<
 *                         substring = ''
 *                         break
 */
          __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 664, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_INCREF(__pyx_n_s_TOKEN_MATCH);
          __Pyx_GIVEREF(__pyx_n_s_TOKEN_MATCH);
          PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_TOKEN_MATCH);
          __Pyx_INCREF(__pyx_cur_scope->__pyx_v_substring);
          __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_substring);
          PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_cur_scope->__pyx_v_substring);
          __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_1); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 664, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

          /* "spacy/tokenizer.pyx":665
 *                     if token_match(substring):
 *                         tokens.append(("TOKEN_MATCH", substring))
 *                         substring = ''             # <<<<<<<<<<<<<<
 *                         break
 *                     if substring in special_cases:
 */
          __Pyx_INCREF(__pyx_kp_s__12);
          __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
          __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
          __Pyx_GIVEREF(__pyx_kp_s__12);

          /* "spacy/tokenizer.pyx":666
 *                         tokens.append(("TOKEN_MATCH", substring))
 *                         substring = ''
 *                         break             # <<<<<<<<<<<<<<
 *                     if substring in special_cases:
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 */
          goto __pyx_L20_break;

          /* "spacy/tokenizer.pyx":663
 *                     continue
 *                 while prefix_search(substring) or suffix_search(substring):
 *                     if token_match(substring):             # <<<<<<<<<<<<<<
 *                         tokens.append(("TOKEN_MATCH", substring))
 *                         substring = ''
 */
        }

        /* "spacy/tokenizer.pyx":667
 *                         substring = ''
 *                         break
 *                     if substring in special_cases:             # <<<<<<<<<<<<<<
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                         substring = ''
 */
        __pyx_t_2 = (__Pyx_PyDict_ContainsTF(__pyx_cur_scope->__pyx_v_substring, __pyx_cur_scope->__pyx_v_special_cases, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 667, __pyx_L1_error)
        __pyx_t_3 = (__pyx_t_2 != 0);
        if (__pyx_t_3) {

          /* "spacy/tokenizer.pyx":668
 *                         break
 *                     if substring in special_cases:
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                         substring = ''
 *                         break
 */
          __pyx_t_1 = __pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_3genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 668, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __pyx_t_15 = __Pyx_PyList_Extend(__pyx_v_tokens, __pyx_t_1); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 668, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

          /* "spacy/tokenizer.pyx":669
 *                     if substring in special_cases:
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                         substring = ''             # <<<<<<<<<<<<<<
 *                         break
 *                     if prefix_search(substring):
 */
          __Pyx_INCREF(__pyx_kp_s__12);
          __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
          __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
          __Pyx_GIVEREF(__pyx_kp_s__12);

          /* "spacy/tokenizer.pyx":670
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                         substring = ''
 *                         break             # <<<<<<<<<<<<<<
 *                     if prefix_search(substring):
 *                         split = prefix_search(substring).end()
 */
          goto __pyx_L20_break;

          /* "spacy/tokenizer.pyx":667
 *                         substring = ''
 *                         break
 *                     if substring in special_cases:             # <<<<<<<<<<<<<<
 *                         tokens.extend(("SPECIAL-" + str(i + 1), self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                         substring = ''
 */
        }

        /* "spacy/tokenizer.pyx":671
 *                         substring = ''
 *                         break
 *                     if prefix_search(substring):             # <<<<<<<<<<<<<<
 *                         split = prefix_search(substring).end()
 *                         # break if pattern matches the empty string
 */
        __Pyx_INCREF(__pyx_v_prefix_search);
        __pyx_t_8 = __pyx_v_prefix_search; __pyx_t_14 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
          __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_8);
          if (likely(__pyx_t_14)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
            __Pyx_INCREF(__pyx_t_14);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_8, function);
          }
        }
        __pyx_t_1 = (__pyx_t_14) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_14, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
        __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
        if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 671, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 671, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        if (__pyx_t_3) {

          /* "spacy/tokenizer.pyx":672
 *                         break
 *                     if prefix_search(substring):
 *                         split = prefix_search(substring).end()             # <<<<<<<<<<<<<<
 *                         # break if pattern matches the empty string
 *                         if split == 0:
 */
          __Pyx_INCREF(__pyx_v_prefix_search);
          __pyx_t_14 = __pyx_v_prefix_search; __pyx_t_13 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_14))) {
            __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_14);
            if (likely(__pyx_t_13)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
              __Pyx_INCREF(__pyx_t_13);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_14, function);
            }
          }
          __pyx_t_8 = (__pyx_t_13) ? __Pyx_PyObject_Call2Args(__pyx_t_14, __pyx_t_13, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_14, __pyx_cur_scope->__pyx_v_substring);
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 672, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_end); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 672, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          __pyx_t_8 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_14))) {
            __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_14);
            if (likely(__pyx_t_8)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
              __Pyx_INCREF(__pyx_t_8);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_14, function);
            }
          }
          __pyx_t_1 = (__pyx_t_8) ? __Pyx_PyObject_CallOneArg(__pyx_t_14, __pyx_t_8) : __Pyx_PyObject_CallNoArg(__pyx_t_14);
          __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
          if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 672, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __Pyx_XDECREF_SET(__pyx_v_split, __pyx_t_1);
          __pyx_t_1 = 0;

          /* "spacy/tokenizer.pyx":674
 *                         split = prefix_search(substring).end()
 *                         # break if pattern matches the empty string
 *                         if split == 0:             # <<<<<<<<<<<<<<
 *                             break
 *                         tokens.append(("PREFIX", substring[:split]))
 */
          __pyx_t_1 = __Pyx_PyInt_EqObjC(__pyx_v_split, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 674, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 674, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          if (__pyx_t_3) {

            /* "spacy/tokenizer.pyx":675
 *                         # break if pattern matches the empty string
 *                         if split == 0:
 *                             break             # <<<<<<<<<<<<<<
 *                         tokens.append(("PREFIX", substring[:split]))
 *                         substring = substring[split:]
 */
            goto __pyx_L20_break;

            /* "spacy/tokenizer.pyx":674
 *                         split = prefix_search(substring).end()
 *                         # break if pattern matches the empty string
 *                         if split == 0:             # <<<<<<<<<<<<<<
 *                             break
 *                         tokens.append(("PREFIX", substring[:split]))
 */
          }

          /* "spacy/tokenizer.pyx":676
 *                         if split == 0:
 *                             break
 *                         tokens.append(("PREFIX", substring[:split]))             # <<<<<<<<<<<<<<
 *                         substring = substring[split:]
 *                         if substring in special_cases:
 */
          __pyx_t_1 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, NULL, &__pyx_v_split, NULL, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 676, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __pyx_t_14 = PyTuple_New(2); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 676, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_INCREF(__pyx_n_s_PREFIX);
          __Pyx_GIVEREF(__pyx_n_s_PREFIX);
          PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_n_s_PREFIX);
          __Pyx_GIVEREF(__pyx_t_1);
          PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_t_1);
          __pyx_t_1 = 0;
          __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_14); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 676, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

          /* "spacy/tokenizer.pyx":677
 *                             break
 *                         tokens.append(("PREFIX", substring[:split]))
 *                         substring = substring[split:]             # <<<<<<<<<<<<<<
 *                         if substring in special_cases:
 *                             continue
 */
          __pyx_t_14 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_v_split, NULL, NULL, 0, 0, 1); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 677, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
          __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_t_14);
          __Pyx_GIVEREF(__pyx_t_14);
          __pyx_t_14 = 0;

          /* "spacy/tokenizer.pyx":678
 *                         tokens.append(("PREFIX", substring[:split]))
 *                         substring = substring[split:]
 *                         if substring in special_cases:             # <<<<<<<<<<<<<<
 *                             continue
 *                     if suffix_search(substring):
 */
          __pyx_t_3 = (__Pyx_PyDict_ContainsTF(__pyx_cur_scope->__pyx_v_substring, __pyx_cur_scope->__pyx_v_special_cases, Py_EQ)); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 678, __pyx_L1_error)
          __pyx_t_2 = (__pyx_t_3 != 0);
          if (__pyx_t_2) {

            /* "spacy/tokenizer.pyx":679
 *                         substring = substring[split:]
 *                         if substring in special_cases:
 *                             continue             # <<<<<<<<<<<<<<
 *                     if suffix_search(substring):
 *                         split = suffix_search(substring).start()
 */
            goto __pyx_L19_continue;

            /* "spacy/tokenizer.pyx":678
 *                         tokens.append(("PREFIX", substring[:split]))
 *                         substring = substring[split:]
 *                         if substring in special_cases:             # <<<<<<<<<<<<<<
 *                             continue
 *                     if suffix_search(substring):
 */
          }

          /* "spacy/tokenizer.pyx":671
 *                         substring = ''
 *                         break
 *                     if prefix_search(substring):             # <<<<<<<<<<<<<<
 *                         split = prefix_search(substring).end()
 *                         # break if pattern matches the empty string
 */
        }

        /* "spacy/tokenizer.pyx":680
 *                         if substring in special_cases:
 *                             continue
 *                     if suffix_search(substring):             # <<<<<<<<<<<<<<
 *                         split = suffix_search(substring).start()
 *                         # break if pattern matches the empty string
 */
        __Pyx_INCREF(__pyx_v_suffix_search);
        __pyx_t_1 = __pyx_v_suffix_search; __pyx_t_8 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
          __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_1);
          if (likely(__pyx_t_8)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
            __Pyx_INCREF(__pyx_t_8);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_1, function);
          }
        }
        __pyx_t_14 = (__pyx_t_8) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_8, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_cur_scope->__pyx_v_substring);
        __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
        if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 680, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 680, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        if (__pyx_t_2) {

          /* "spacy/tokenizer.pyx":681
 *                             continue
 *                     if suffix_search(substring):
 *                         split = suffix_search(substring).start()             # <<<<<<<<<<<<<<
 *                         # break if pattern matches the empty string
 *                         if split == len(substring):
 */
          __Pyx_INCREF(__pyx_v_suffix_search);
          __pyx_t_8 = __pyx_v_suffix_search; __pyx_t_13 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
            __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_8);
            if (likely(__pyx_t_13)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
              __Pyx_INCREF(__pyx_t_13);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_8, function);
            }
          }
          __pyx_t_1 = (__pyx_t_13) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_13, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 681, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_start); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 681, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __pyx_t_1 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
            __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_8);
            if (likely(__pyx_t_1)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
              __Pyx_INCREF(__pyx_t_1);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_8, function);
            }
          }
          __pyx_t_14 = (__pyx_t_1) ? __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_1) : __Pyx_PyObject_CallNoArg(__pyx_t_8);
          __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
          if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 681, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          __Pyx_XDECREF_SET(__pyx_v_split, __pyx_t_14);
          __pyx_t_14 = 0;

          /* "spacy/tokenizer.pyx":683
 *                         split = suffix_search(substring).start()
 *                         # break if pattern matches the empty string
 *                         if split == len(substring):             # <<<<<<<<<<<<<<
 *                             break
 *                         suffixes.append(("SUFFIX", substring[split:]))
 */
          __pyx_t_14 = __pyx_cur_scope->__pyx_v_substring;
          __Pyx_INCREF(__pyx_t_14);
          __pyx_t_11 = PyObject_Length(__pyx_t_14); if (unlikely(__pyx_t_11 == ((Py_ssize_t)-1))) __PYX_ERR(0, 683, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __pyx_t_14 = PyInt_FromSsize_t(__pyx_t_11); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 683, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __pyx_t_8 = PyObject_RichCompare(__pyx_v_split, __pyx_t_14, Py_EQ); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 683, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 683, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          if (__pyx_t_2) {

            /* "spacy/tokenizer.pyx":684
 *                         # break if pattern matches the empty string
 *                         if split == len(substring):
 *                             break             # <<<<<<<<<<<<<<
 *                         suffixes.append(("SUFFIX", substring[split:]))
 *                         substring = substring[:split]
 */
            goto __pyx_L20_break;

            /* "spacy/tokenizer.pyx":683
 *                         split = suffix_search(substring).start()
 *                         # break if pattern matches the empty string
 *                         if split == len(substring):             # <<<<<<<<<<<<<<
 *                             break
 *                         suffixes.append(("SUFFIX", substring[split:]))
 */
          }

          /* "spacy/tokenizer.pyx":685
 *                         if split == len(substring):
 *                             break
 *                         suffixes.append(("SUFFIX", substring[split:]))             # <<<<<<<<<<<<<<
 *                         substring = substring[:split]
 *                 if len(substring) == 0:
 */
          __pyx_t_8 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_v_split, NULL, NULL, 0, 0, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 685, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_8);
          __pyx_t_14 = PyTuple_New(2); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 685, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_INCREF(__pyx_n_s_SUFFIX);
          __Pyx_GIVEREF(__pyx_n_s_SUFFIX);
          PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_n_s_SUFFIX);
          __Pyx_GIVEREF(__pyx_t_8);
          PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_t_8);
          __pyx_t_8 = 0;
          __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_suffixes, __pyx_t_14); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 685, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

          /* "spacy/tokenizer.pyx":686
 *                             break
 *                         suffixes.append(("SUFFIX", substring[split:]))
 *                         substring = substring[:split]             # <<<<<<<<<<<<<<
 *                 if len(substring) == 0:
 *                     continue
 */
          __pyx_t_14 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, NULL, &__pyx_v_split, NULL, 0, 0, 1); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 686, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
          __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_t_14);
          __Pyx_GIVEREF(__pyx_t_14);
          __pyx_t_14 = 0;

          /* "spacy/tokenizer.pyx":680
 *                         if substring in special_cases:
 *                             continue
 *                     if suffix_search(substring):             # <<<<<<<<<<<<<<
 *                         split = suffix_search(substring).start()
 *                         # break if pattern matches the empty string
 */
        }
        __pyx_L19_continue:;
      }
      __pyx_L20_break:;

      /* "spacy/tokenizer.pyx":687
 *                         suffixes.append(("SUFFIX", substring[split:]))
 *                         substring = substring[:split]
 *                 if len(substring) == 0:             # <<<<<<<<<<<<<<
 *                     continue
 *                 if token_match(substring):
 */
      __pyx_t_14 = __pyx_cur_scope->__pyx_v_substring;
      __Pyx_INCREF(__pyx_t_14);
      __pyx_t_11 = PyObject_Length(__pyx_t_14); if (unlikely(__pyx_t_11 == ((Py_ssize_t)-1))) __PYX_ERR(0, 687, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      __pyx_t_2 = ((__pyx_t_11 == 0) != 0);
      if (__pyx_t_2) {

        /* "spacy/tokenizer.pyx":688
 *                         substring = substring[:split]
 *                 if len(substring) == 0:
 *                     continue             # <<<<<<<<<<<<<<
 *                 if token_match(substring):
 *                     tokens.append(("TOKEN_MATCH", substring))
 */
        goto __pyx_L16_continue;

        /* "spacy/tokenizer.pyx":687
 *                         suffixes.append(("SUFFIX", substring[split:]))
 *                         substring = substring[:split]
 *                 if len(substring) == 0:             # <<<<<<<<<<<<<<
 *                     continue
 *                 if token_match(substring):
 */
      }

      /* "spacy/tokenizer.pyx":689
 *                 if len(substring) == 0:
 *                     continue
 *                 if token_match(substring):             # <<<<<<<<<<<<<<
 *                     tokens.append(("TOKEN_MATCH", substring))
 *                     substring = ''
 */
      __Pyx_INCREF(__pyx_v_token_match);
      __pyx_t_8 = __pyx_v_token_match; __pyx_t_1 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_8);
        if (likely(__pyx_t_1)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
          __Pyx_INCREF(__pyx_t_1);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_8, function);
        }
      }
      __pyx_t_14 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_1, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 689, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 689, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      if (__pyx_t_2) {

        /* "spacy/tokenizer.pyx":690
 *                     continue
 *                 if token_match(substring):
 *                     tokens.append(("TOKEN_MATCH", substring))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                 elif url_match(substring):
 */
        __pyx_t_14 = PyTuple_New(2); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 690, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_INCREF(__pyx_n_s_TOKEN_MATCH);
        __Pyx_GIVEREF(__pyx_n_s_TOKEN_MATCH);
        PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_n_s_TOKEN_MATCH);
        __Pyx_INCREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_substring);
        PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_cur_scope->__pyx_v_substring);
        __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_14); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 690, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

        /* "spacy/tokenizer.pyx":691
 *                 if token_match(substring):
 *                     tokens.append(("TOKEN_MATCH", substring))
 *                     substring = ''             # <<<<<<<<<<<<<<
 *                 elif url_match(substring):
 *                     tokens.append(("URL_MATCH", substring))
 */
        __Pyx_INCREF(__pyx_kp_s__12);
        __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
        __Pyx_GIVEREF(__pyx_kp_s__12);

        /* "spacy/tokenizer.pyx":689
 *                 if len(substring) == 0:
 *                     continue
 *                 if token_match(substring):             # <<<<<<<<<<<<<<
 *                     tokens.append(("TOKEN_MATCH", substring))
 *                     substring = ''
 */
        goto __pyx_L31;
      }

      /* "spacy/tokenizer.pyx":692
 *                     tokens.append(("TOKEN_MATCH", substring))
 *                     substring = ''
 *                 elif url_match(substring):             # <<<<<<<<<<<<<<
 *                     tokens.append(("URL_MATCH", substring))
 *                     substring = ''
 */
      __Pyx_INCREF(__pyx_v_url_match);
      __pyx_t_8 = __pyx_v_url_match; __pyx_t_1 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_8);
        if (likely(__pyx_t_1)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
          __Pyx_INCREF(__pyx_t_1);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_8, function);
        }
      }
      __pyx_t_14 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_1, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 692, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 692, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      if (__pyx_t_2) {

        /* "spacy/tokenizer.pyx":693
 *                     substring = ''
 *                 elif url_match(substring):
 *                     tokens.append(("URL_MATCH", substring))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                 elif substring in special_cases:
 */
        __pyx_t_14 = PyTuple_New(2); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 693, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_INCREF(__pyx_n_s_URL_MATCH);
        __Pyx_GIVEREF(__pyx_n_s_URL_MATCH);
        PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_n_s_URL_MATCH);
        __Pyx_INCREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_substring);
        PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_cur_scope->__pyx_v_substring);
        __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_14); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 693, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

        /* "spacy/tokenizer.pyx":694
 *                 elif url_match(substring):
 *                     tokens.append(("URL_MATCH", substring))
 *                     substring = ''             # <<<<<<<<<<<<<<
 *                 elif substring in special_cases:
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 */
        __Pyx_INCREF(__pyx_kp_s__12);
        __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
        __Pyx_GIVEREF(__pyx_kp_s__12);

        /* "spacy/tokenizer.pyx":692
 *                     tokens.append(("TOKEN_MATCH", substring))
 *                     substring = ''
 *                 elif url_match(substring):             # <<<<<<<<<<<<<<
 *                     tokens.append(("URL_MATCH", substring))
 *                     substring = ''
 */
        goto __pyx_L31;
      }

      /* "spacy/tokenizer.pyx":695
 *                     tokens.append(("URL_MATCH", substring))
 *                     substring = ''
 *                 elif substring in special_cases:             # <<<<<<<<<<<<<<
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''
 */
      __pyx_t_2 = (__Pyx_PyDict_ContainsTF(__pyx_cur_scope->__pyx_v_substring, __pyx_cur_scope->__pyx_v_special_cases, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 695, __pyx_L1_error)
      __pyx_t_3 = (__pyx_t_2 != 0);
      if (__pyx_t_3) {

        /* "spacy/tokenizer.pyx":696
 *                     substring = ''
 *                 elif substring in special_cases:
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                 elif list(infix_finditer(substring)):
 */
        __pyx_t_14 = __pyx_pf_5spacy_9tokenizer_9Tokenizer_7explain_6genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 696, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __pyx_t_15 = __Pyx_PyList_Extend(__pyx_v_tokens, __pyx_t_14); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 696, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

        /* "spacy/tokenizer.pyx":697
 *                 elif substring in special_cases:
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''             # <<<<<<<<<<<<<<
 *                 elif list(infix_finditer(substring)):
 *                     infixes = infix_finditer(substring)
 */
        __Pyx_INCREF(__pyx_kp_s__12);
        __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
        __Pyx_GIVEREF(__pyx_kp_s__12);

        /* "spacy/tokenizer.pyx":695
 *                     tokens.append(("URL_MATCH", substring))
 *                     substring = ''
 *                 elif substring in special_cases:             # <<<<<<<<<<<<<<
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''
 */
        goto __pyx_L31;
      }

      /* "spacy/tokenizer.pyx":698
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''
 *                 elif list(infix_finditer(substring)):             # <<<<<<<<<<<<<<
 *                     infixes = infix_finditer(substring)
 *                     offset = 0
 */
      __Pyx_INCREF(__pyx_v_infix_finditer);
      __pyx_t_8 = __pyx_v_infix_finditer; __pyx_t_1 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_8);
        if (likely(__pyx_t_1)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
          __Pyx_INCREF(__pyx_t_1);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_8, function);
        }
      }
      __pyx_t_14 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_1, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_cur_scope->__pyx_v_substring);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 698, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PySequence_List(__pyx_t_14); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 698, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      __pyx_t_3 = (PyList_GET_SIZE(__pyx_t_8) != 0);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (__pyx_t_3) {

        /* "spacy/tokenizer.pyx":699
 *                     substring = ''
 *                 elif list(infix_finditer(substring)):
 *                     infixes = infix_finditer(substring)             # <<<<<<<<<<<<<<
 *                     offset = 0
 *                     for match in infixes:
 */
        __Pyx_INCREF(__pyx_v_infix_finditer);
        __pyx_t_14 = __pyx_v_infix_finditer; __pyx_t_1 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_14))) {
          __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_14);
          if (likely(__pyx_t_1)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
            __Pyx_INCREF(__pyx_t_1);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_14, function);
          }
        }
        __pyx_t_8 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_14, __pyx_t_1, __pyx_cur_scope->__pyx_v_substring) : __Pyx_PyObject_CallOneArg(__pyx_t_14, __pyx_cur_scope->__pyx_v_substring);
        __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
        if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 699, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        __Pyx_XDECREF_SET(__pyx_v_infixes, __pyx_t_8);
        __pyx_t_8 = 0;

        /* "spacy/tokenizer.pyx":700
 *                 elif list(infix_finditer(substring)):
 *                     infixes = infix_finditer(substring)
 *                     offset = 0             # <<<<<<<<<<<<<<
 *                     for match in infixes:
 *                         if offset == 0 and match.start() == 0:
 */
        __Pyx_INCREF(__pyx_int_0);
        __Pyx_XDECREF_SET(__pyx_v_offset, __pyx_int_0);

        /* "spacy/tokenizer.pyx":701
 *                     infixes = infix_finditer(substring)
 *                     offset = 0
 *                     for match in infixes:             # <<<<<<<<<<<<<<
 *                         if offset == 0 and match.start() == 0:
 *                             continue
 */
        if (likely(PyList_CheckExact(__pyx_v_infixes)) || PyTuple_CheckExact(__pyx_v_infixes)) {
          __pyx_t_8 = __pyx_v_infixes; __Pyx_INCREF(__pyx_t_8); __pyx_t_11 = 0;
          __pyx_t_12 = NULL;
        } else {
          __pyx_t_11 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_v_infixes); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 701, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_8);
          __pyx_t_12 = Py_TYPE(__pyx_t_8)->tp_iternext; if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 701, __pyx_L1_error)
        }
        for (;;) {
          if (likely(!__pyx_t_12)) {
            if (likely(PyList_CheckExact(__pyx_t_8))) {
              if (__pyx_t_11 >= PyList_GET_SIZE(__pyx_t_8)) break;
              #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
              __pyx_t_14 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_11); __Pyx_INCREF(__pyx_t_14); __pyx_t_11++; if (unlikely(0 < 0)) __PYX_ERR(0, 701, __pyx_L1_error)
              #else
              __pyx_t_14 = PySequence_ITEM(__pyx_t_8, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 701, __pyx_L1_error)
              __Pyx_GOTREF(__pyx_t_14);
              #endif
            } else {
              if (__pyx_t_11 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
              #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
              __pyx_t_14 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_11); __Pyx_INCREF(__pyx_t_14); __pyx_t_11++; if (unlikely(0 < 0)) __PYX_ERR(0, 701, __pyx_L1_error)
              #else
              __pyx_t_14 = PySequence_ITEM(__pyx_t_8, __pyx_t_11); __pyx_t_11++; if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 701, __pyx_L1_error)
              __Pyx_GOTREF(__pyx_t_14);
              #endif
            }
          } else {
            __pyx_t_14 = __pyx_t_12(__pyx_t_8);
            if (unlikely(!__pyx_t_14)) {
              PyObject* exc_type = PyErr_Occurred();
              if (exc_type) {
                if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
                else __PYX_ERR(0, 701, __pyx_L1_error)
              }
              break;
            }
            __Pyx_GOTREF(__pyx_t_14);
          }
          __Pyx_XDECREF_SET(__pyx_v_match, __pyx_t_14);
          __pyx_t_14 = 0;

          /* "spacy/tokenizer.pyx":702
 *                     offset = 0
 *                     for match in infixes:
 *                         if offset == 0 and match.start() == 0:             # <<<<<<<<<<<<<<
 *                             continue
 *                         if substring[offset : match.start()]:
 */
          __pyx_t_14 = __Pyx_PyInt_EqObjC(__pyx_v_offset, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 702, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 702, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          if (__pyx_t_2) {
          } else {
            __pyx_t_3 = __pyx_t_2;
            goto __pyx_L35_bool_binop_done;
          }
          __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 702, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __pyx_t_13 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
            __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_1);
            if (likely(__pyx_t_13)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
              __Pyx_INCREF(__pyx_t_13);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_1, function);
            }
          }
          __pyx_t_14 = (__pyx_t_13) ? __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_13) : __Pyx_PyObject_CallNoArg(__pyx_t_1);
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 702, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __pyx_t_1 = __Pyx_PyInt_EqObjC(__pyx_t_14, __pyx_int_0, 0, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 702, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 702, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __pyx_t_3 = __pyx_t_2;
          __pyx_L35_bool_binop_done:;
          if (__pyx_t_3) {

            /* "spacy/tokenizer.pyx":703
 *                     for match in infixes:
 *                         if offset == 0 and match.start() == 0:
 *                             continue             # <<<<<<<<<<<<<<
 *                         if substring[offset : match.start()]:
 *                             tokens.append(("TOKEN", substring[offset : match.start()]))
 */
            goto __pyx_L32_continue;

            /* "spacy/tokenizer.pyx":702
 *                     offset = 0
 *                     for match in infixes:
 *                         if offset == 0 and match.start() == 0:             # <<<<<<<<<<<<<<
 *                             continue
 *                         if substring[offset : match.start()]:
 */
          }

          /* "spacy/tokenizer.pyx":704
 *                         if offset == 0 and match.start() == 0:
 *                             continue
 *                         if substring[offset : match.start()]:             # <<<<<<<<<<<<<<
 *                             tokens.append(("TOKEN", substring[offset : match.start()]))
 *                         if substring[match.start() : match.end()]:
 */
          __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 704, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __pyx_t_13 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_14))) {
            __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_14);
            if (likely(__pyx_t_13)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
              __Pyx_INCREF(__pyx_t_13);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_14, function);
            }
          }
          __pyx_t_1 = (__pyx_t_13) ? __Pyx_PyObject_CallOneArg(__pyx_t_14, __pyx_t_13) : __Pyx_PyObject_CallNoArg(__pyx_t_14);
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 704, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __pyx_t_14 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_v_offset, &__pyx_t_1, NULL, 0, 0, 1); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 704, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_14); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 704, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          if (__pyx_t_3) {

            /* "spacy/tokenizer.pyx":705
 *                             continue
 *                         if substring[offset : match.start()]:
 *                             tokens.append(("TOKEN", substring[offset : match.start()]))             # <<<<<<<<<<<<<<
 *                         if substring[match.start() : match.end()]:
 *                             tokens.append(("INFIX", substring[match.start() : match.end()]))
 */
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 705, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_13 = NULL;
            if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_13)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_13);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
              }
            }
            __pyx_t_14 = (__pyx_t_13) ? __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_13) : __Pyx_PyObject_CallNoArg(__pyx_t_1);
            __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
            if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 705, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_14);
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __pyx_t_1 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_v_offset, &__pyx_t_14, NULL, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 705, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_1);
            __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
            __pyx_t_14 = PyTuple_New(2); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 705, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_14);
            __Pyx_INCREF(__pyx_n_s_TOKEN);
            __Pyx_GIVEREF(__pyx_n_s_TOKEN);
            PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_n_s_TOKEN);
            __Pyx_GIVEREF(__pyx_t_1);
            PyTuple_SET_ITEM(__pyx_t_14, 1, __pyx_t_1);
            __pyx_t_1 = 0;
            __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_14); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 705, __pyx_L1_error)
            __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;

            /* "spacy/tokenizer.pyx":704
 *                         if offset == 0 and match.start() == 0:
 *                             continue
 *                         if substring[offset : match.start()]:             # <<<<<<<<<<<<<<
 *                             tokens.append(("TOKEN", substring[offset : match.start()]))
 *                         if substring[match.start() : match.end()]:
 */
          }

          /* "spacy/tokenizer.pyx":706
 *                         if substring[offset : match.start()]:
 *                             tokens.append(("TOKEN", substring[offset : match.start()]))
 *                         if substring[match.start() : match.end()]:             # <<<<<<<<<<<<<<
 *                             tokens.append(("INFIX", substring[match.start() : match.end()]))
 *                         offset = match.end()
 */
          __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 706, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __pyx_t_13 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
            __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_1);
            if (likely(__pyx_t_13)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
              __Pyx_INCREF(__pyx_t_13);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_1, function);
            }
          }
          __pyx_t_14 = (__pyx_t_13) ? __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_13) : __Pyx_PyObject_CallNoArg(__pyx_t_1);
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 706, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_end); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 706, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_13);
          __pyx_t_9 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_13))) {
            __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_13);
            if (likely(__pyx_t_9)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_13);
              __Pyx_INCREF(__pyx_t_9);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_13, function);
            }
          }
          __pyx_t_1 = (__pyx_t_9) ? __Pyx_PyObject_CallOneArg(__pyx_t_13, __pyx_t_9) : __Pyx_PyObject_CallNoArg(__pyx_t_13);
          __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
          if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 706, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
          __pyx_t_13 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_t_14, &__pyx_t_1, NULL, 0, 0, 1); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 706, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_13);
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_13); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 706, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
          if (__pyx_t_3) {

            /* "spacy/tokenizer.pyx":707
 *                             tokens.append(("TOKEN", substring[offset : match.start()]))
 *                         if substring[match.start() : match.end()]:
 *                             tokens.append(("INFIX", substring[match.start() : match.end()]))             # <<<<<<<<<<<<<<
 *                         offset = match.end()
 *                     if substring[offset:]:
 */
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_start); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 707, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_14 = NULL;
            if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_14)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_14);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
              }
            }
            __pyx_t_13 = (__pyx_t_14) ? __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_14) : __Pyx_PyObject_CallNoArg(__pyx_t_1);
            __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
            if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 707, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_13);
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_end); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 707, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_14);
            __pyx_t_9 = NULL;
            if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_14))) {
              __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_14);
              if (likely(__pyx_t_9)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
                __Pyx_INCREF(__pyx_t_9);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_14, function);
              }
            }
            __pyx_t_1 = (__pyx_t_9) ? __Pyx_PyObject_CallOneArg(__pyx_t_14, __pyx_t_9) : __Pyx_PyObject_CallNoArg(__pyx_t_14);
            __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
            if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 707, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_1);
            __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
            __pyx_t_14 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_t_13, &__pyx_t_1, NULL, 0, 0, 1); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 707, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_14);
            __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 707, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_1);
            __Pyx_INCREF(__pyx_n_s_INFIX);
            __Pyx_GIVEREF(__pyx_n_s_INFIX);
            PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_INFIX);
            __Pyx_GIVEREF(__pyx_t_14);
            PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_14);
            __pyx_t_14 = 0;
            __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_1); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 707, __pyx_L1_error)
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

            /* "spacy/tokenizer.pyx":706
 *                         if substring[offset : match.start()]:
 *                             tokens.append(("TOKEN", substring[offset : match.start()]))
 *                         if substring[match.start() : match.end()]:             # <<<<<<<<<<<<<<
 *                             tokens.append(("INFIX", substring[match.start() : match.end()]))
 *                         offset = match.end()
 */
          }

          /* "spacy/tokenizer.pyx":708
 *                         if substring[match.start() : match.end()]:
 *                             tokens.append(("INFIX", substring[match.start() : match.end()]))
 *                         offset = match.end()             # <<<<<<<<<<<<<<
 *                     if substring[offset:]:
 *                         tokens.append(("TOKEN", substring[offset:]))
 */
          __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_v_match, __pyx_n_s_end); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 708, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_14);
          __pyx_t_13 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_14))) {
            __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_14);
            if (likely(__pyx_t_13)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
              __Pyx_INCREF(__pyx_t_13);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_14, function);
            }
          }
          __pyx_t_1 = (__pyx_t_13) ? __Pyx_PyObject_CallOneArg(__pyx_t_14, __pyx_t_13) : __Pyx_PyObject_CallNoArg(__pyx_t_14);
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 708, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
          __Pyx_DECREF_SET(__pyx_v_offset, __pyx_t_1);
          __pyx_t_1 = 0;

          /* "spacy/tokenizer.pyx":701
 *                     infixes = infix_finditer(substring)
 *                     offset = 0
 *                     for match in infixes:             # <<<<<<<<<<<<<<
 *                         if offset == 0 and match.start() == 0:
 *                             continue
 */
          __pyx_L32_continue:;
        }
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

        /* "spacy/tokenizer.pyx":709
 *                             tokens.append(("INFIX", substring[match.start() : match.end()]))
 *                         offset = match.end()
 *                     if substring[offset:]:             # <<<<<<<<<<<<<<
 *                         tokens.append(("TOKEN", substring[offset:]))
 *                     substring = ''
 */
        __pyx_t_8 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_v_offset, NULL, NULL, 0, 0, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 709, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 709, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        if (__pyx_t_3) {

          /* "spacy/tokenizer.pyx":710
 *                         offset = match.end()
 *                     if substring[offset:]:
 *                         tokens.append(("TOKEN", substring[offset:]))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *                 elif substring:
 */
          __pyx_t_8 = __Pyx_PyObject_GetSlice(__pyx_cur_scope->__pyx_v_substring, 0, 0, &__pyx_v_offset, NULL, NULL, 0, 0, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 710, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_8);
          __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 710, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_INCREF(__pyx_n_s_TOKEN);
          __Pyx_GIVEREF(__pyx_n_s_TOKEN);
          PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_TOKEN);
          __Pyx_GIVEREF(__pyx_t_8);
          PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_8);
          __pyx_t_8 = 0;
          __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_1); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 710, __pyx_L1_error)
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

          /* "spacy/tokenizer.pyx":709
 *                             tokens.append(("INFIX", substring[match.start() : match.end()]))
 *                         offset = match.end()
 *                     if substring[offset:]:             # <<<<<<<<<<<<<<
 *                         tokens.append(("TOKEN", substring[offset:]))
 *                     substring = ''
 */
        }

        /* "spacy/tokenizer.pyx":711
 *                     if substring[offset:]:
 *                         tokens.append(("TOKEN", substring[offset:]))
 *                     substring = ''             # <<<<<<<<<<<<<<
 *                 elif substring:
 *                     tokens.append(("TOKEN", substring))
 */
        __Pyx_INCREF(__pyx_kp_s__12);
        __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
        __Pyx_GIVEREF(__pyx_kp_s__12);

        /* "spacy/tokenizer.pyx":698
 *                     tokens.extend((f"SPECIAL-{i + 1}", self.vocab.strings[e[ORTH]]) for i, e in enumerate(special_cases[substring]))
 *                     substring = ''
 *                 elif list(infix_finditer(substring)):             # <<<<<<<<<<<<<<
 *                     infixes = infix_finditer(substring)
 *                     offset = 0
 */
        goto __pyx_L31;
      }

      /* "spacy/tokenizer.pyx":712
 *                         tokens.append(("TOKEN", substring[offset:]))
 *                     substring = ''
 *                 elif substring:             # <<<<<<<<<<<<<<
 *                     tokens.append(("TOKEN", substring))
 *                     substring = ''
 */
      __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_cur_scope->__pyx_v_substring); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 712, __pyx_L1_error)
      if (__pyx_t_3) {

        /* "spacy/tokenizer.pyx":713
 *                     substring = ''
 *                 elif substring:
 *                     tokens.append(("TOKEN", substring))             # <<<<<<<<<<<<<<
 *                     substring = ''
 *             tokens.extend(reversed(suffixes))
 */
        __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 713, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_INCREF(__pyx_n_s_TOKEN);
        __Pyx_GIVEREF(__pyx_n_s_TOKEN);
        PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_TOKEN);
        __Pyx_INCREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_substring);
        PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_cur_scope->__pyx_v_substring);
        __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_tokens, __pyx_t_1); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 713, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

        /* "spacy/tokenizer.pyx":714
 *                 elif substring:
 *                     tokens.append(("TOKEN", substring))
 *                     substring = ''             # <<<<<<<<<<<<<<
 *             tokens.extend(reversed(suffixes))
 *         # Find matches for special cases handled by special matcher
 */
        __Pyx_INCREF(__pyx_kp_s__12);
        __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_substring);
        __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_substring, __pyx_kp_s__12);
        __Pyx_GIVEREF(__pyx_kp_s__12);

        /* "spacy/tokenizer.pyx":712
 *                         tokens.append(("TOKEN", substring[offset:]))
 *                     substring = ''
 *                 elif substring:             # <<<<<<<<<<<<<<
 *                     tokens.append(("TOKEN", substring))
 *                     substring = ''
 */
      }
      __pyx_L31:;
      __pyx_L16_continue:;
    }

    /* "spacy/tokenizer.pyx":715
 *                     tokens.append(("TOKEN", substring))
 *                     substring = ''
 *             tokens.extend(reversed(suffixes))             # <<<<<<<<<<<<<<
 *         # Find matches for special cases handled by special matcher
 *         words, spaces = get_words_and_spaces([t[1] for t in tokens], text)
 */
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_builtin_reversed, __pyx_v_suffixes); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 715, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_15 = __Pyx_PyList_Extend(__pyx_v_tokens, __pyx_t_1); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 715, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "spacy/tokenizer.pyx":655
 *             special_cases[orth] = [intify_attrs(special_token, strings_map=self.vocab.strings, _do_deprecated=True) for special_token in special_tokens]
 *         tokens = []
 *         for substring in text.split():             # <<<<<<<<<<<<<<
 *             suffixes = []
 *             while substring:
 */
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":717
 *             tokens.extend(reversed(suffixes))
 *         # Find matches for special cases handled by special matcher
 *         words, spaces = get_words_and_spaces([t[1] for t in tokens], text)             # <<<<<<<<<<<<<<
 *         t_words = []
 *         t_spaces = []
 */
  __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_get_words_and_spaces); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 717, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 717, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_14 = __pyx_v_tokens; __Pyx_INCREF(__pyx_t_14); __pyx_t_6 = 0;
  for (;;) {
    if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_14)) break;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_13 = PyList_GET_ITEM(__pyx_t_14, __pyx_t_6); __Pyx_INCREF(__pyx_t_13); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 717, __pyx_L1_error)
    #else
    __pyx_t_13 = PySequence_ITEM(__pyx_t_14, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_13);
    __pyx_t_13 = 0;
    __pyx_t_13 = __Pyx_GetItemInt(__pyx_v_t, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_8, (PyObject*)__pyx_t_13))) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  }
  __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
  __pyx_t_14 = NULL;
  __pyx_t_16 = 0;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_14)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_14);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
      __pyx_t_16 = 1;
    }
  }
  #if CYTHON_FAST_PYCALL
  if (PyFunction_Check(__pyx_t_1)) {
    PyObject *__pyx_temp[3] = {__pyx_t_14, __pyx_t_8, __pyx_v_text};
    __pyx_t_4 = __Pyx_PyFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_16, 2+__pyx_t_16); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  } else
  #endif
  #if CYTHON_FAST_PYCCALL
  if (__Pyx_PyFastCFunction_Check(__pyx_t_1)) {
    PyObject *__pyx_temp[3] = {__pyx_t_14, __pyx_t_8, __pyx_v_text};
    __pyx_t_4 = __Pyx_PyCFunction_FastCall(__pyx_t_1, __pyx_temp+1-__pyx_t_16, 2+__pyx_t_16); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  } else
  #endif
  {
    __pyx_t_13 = PyTuple_New(2+__pyx_t_16); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    if (__pyx_t_14) {
      __Pyx_GIVEREF(__pyx_t_14); PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_14); __pyx_t_14 = NULL;
    }
    __Pyx_GIVEREF(__pyx_t_8);
    PyTuple_SET_ITEM(__pyx_t_13, 0+__pyx_t_16, __pyx_t_8);
    __Pyx_INCREF(__pyx_v_text);
    __Pyx_GIVEREF(__pyx_v_text);
    PyTuple_SET_ITEM(__pyx_t_13, 1+__pyx_t_16, __pyx_v_text);
    __pyx_t_8 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_13, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
    PyObject* sequence = __pyx_t_4;
    Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      __PYX_ERR(0, 717, __pyx_L1_error)
    }
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_13 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_1 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_13 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_t_13);
    #else
    __pyx_t_1 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_13 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    #endif
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_8 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 717, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_10 = Py_TYPE(__pyx_t_8)->tp_iternext;
    index = 0; __pyx_t_1 = __pyx_t_10(__pyx_t_8); if (unlikely(!__pyx_t_1)) goto __pyx_L42_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_1);
    index = 1; __pyx_t_13 = __pyx_t_10(__pyx_t_8); if (unlikely(!__pyx_t_13)) goto __pyx_L42_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_13);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_8), 2) < 0) __PYX_ERR(0, 717, __pyx_L1_error)
    __pyx_t_10 = NULL;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    goto __pyx_L43_unpacking_done;
    __pyx_L42_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_10 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    __PYX_ERR(0, 717, __pyx_L1_error)
    __pyx_L43_unpacking_done:;
  }
  __pyx_v_words = __pyx_t_1;
  __pyx_t_1 = 0;
  __pyx_v_spaces = __pyx_t_13;
  __pyx_t_13 = 0;

  /* "spacy/tokenizer.pyx":718
 *         # Find matches for special cases handled by special matcher
 *         words, spaces = get_words_and_spaces([t[1] for t in tokens], text)
 *         t_words = []             # <<<<<<<<<<<<<<
 *         t_spaces = []
 *         for word, space in zip(words, spaces):
 */
  __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 718, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_v_t_words = ((PyObject*)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":719
 *         words, spaces = get_words_and_spaces([t[1] for t in tokens], text)
 *         t_words = []
 *         t_spaces = []             # <<<<<<<<<<<<<<
 *         for word, space in zip(words, spaces):
 *             if not word.isspace():
 */
  __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 719, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_v_t_spaces = ((PyObject*)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":720
 *         t_words = []
 *         t_spaces = []
 *         for word, space in zip(words, spaces):             # <<<<<<<<<<<<<<
 *             if not word.isspace():
 *                 t_words.append(word)
 */
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 720, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_v_words);
  __Pyx_GIVEREF(__pyx_v_words);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_words);
  __Pyx_INCREF(__pyx_v_spaces);
  __Pyx_GIVEREF(__pyx_v_spaces);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_spaces);
  __pyx_t_13 = __Pyx_PyObject_Call(__pyx_builtin_zip, __pyx_t_4, NULL); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 720, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_13);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (likely(PyList_CheckExact(__pyx_t_13)) || PyTuple_CheckExact(__pyx_t_13)) {
    __pyx_t_4 = __pyx_t_13; __Pyx_INCREF(__pyx_t_4); __pyx_t_6 = 0;
    __pyx_t_7 = NULL;
  } else {
    __pyx_t_6 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_13); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 720, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 720, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  for (;;) {
    if (likely(!__pyx_t_7)) {
      if (likely(PyList_CheckExact(__pyx_t_4))) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_13 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_6); __Pyx_INCREF(__pyx_t_13); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 720, __pyx_L1_error)
        #else
        __pyx_t_13 = PySequence_ITEM(__pyx_t_4, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 720, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_13);
        #endif
      } else {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_13 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_6); __Pyx_INCREF(__pyx_t_13); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 720, __pyx_L1_error)
        #else
        __pyx_t_13 = PySequence_ITEM(__pyx_t_4, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 720, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_13);
        #endif
      }
    } else {
      __pyx_t_13 = __pyx_t_7(__pyx_t_4);
      if (unlikely(!__pyx_t_13)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 720, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_13);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_13))) || (PyList_CheckExact(__pyx_t_13))) {
      PyObject* sequence = __pyx_t_13;
      Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
      if (unlikely(size != 2)) {
        if (size > 2) __Pyx_RaiseTooManyValuesError(2);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        __PYX_ERR(0, 720, __pyx_L1_error)
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_8 = PyTuple_GET_ITEM(sequence, 1); 
      } else {
        __pyx_t_1 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_8 = PyList_GET_ITEM(sequence, 1); 
      }
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_8);
      #else
      __pyx_t_1 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 720, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 720, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      #endif
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_14 = PyObject_GetIter(__pyx_t_13); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 720, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
      __pyx_t_10 = Py_TYPE(__pyx_t_14)->tp_iternext;
      index = 0; __pyx_t_1 = __pyx_t_10(__pyx_t_14); if (unlikely(!__pyx_t_1)) goto __pyx_L46_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_1);
      index = 1; __pyx_t_8 = __pyx_t_10(__pyx_t_14); if (unlikely(!__pyx_t_8)) goto __pyx_L46_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_8);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_14), 2) < 0) __PYX_ERR(0, 720, __pyx_L1_error)
      __pyx_t_10 = NULL;
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      goto __pyx_L47_unpacking_done;
      __pyx_L46_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      __pyx_t_10 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 720, __pyx_L1_error)
      __pyx_L47_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_word, __pyx_t_1);
    __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_space, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "spacy/tokenizer.pyx":721
 *         t_spaces = []
 *         for word, space in zip(words, spaces):
 *             if not word.isspace():             # <<<<<<<<<<<<<<
 *                 t_words.append(word)
 *                 t_spaces.append(space)
 */
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_word, __pyx_n_s_isspace); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 721, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_1 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_8);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_8, function);
      }
    }
    __pyx_t_13 = (__pyx_t_1) ? __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_1) : __Pyx_PyObject_CallNoArg(__pyx_t_8);
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 721, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_13); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 721, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    __pyx_t_2 = ((!__pyx_t_3) != 0);
    if (__pyx_t_2) {

      /* "spacy/tokenizer.pyx":722
 *         for word, space in zip(words, spaces):
 *             if not word.isspace():
 *                 t_words.append(word)             # <<<<<<<<<<<<<<
 *                 t_spaces.append(space)
 *         doc = Doc(self.vocab, words=t_words, spaces=t_spaces)
 */
      __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_t_words, __pyx_v_word); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 722, __pyx_L1_error)

      /* "spacy/tokenizer.pyx":723
 *             if not word.isspace():
 *                 t_words.append(word)
 *                 t_spaces.append(space)             # <<<<<<<<<<<<<<
 *         doc = Doc(self.vocab, words=t_words, spaces=t_spaces)
 *         matches = self._special_matcher(doc)
 */
      __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_t_spaces, __pyx_v_space); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 723, __pyx_L1_error)

      /* "spacy/tokenizer.pyx":721
 *         t_spaces = []
 *         for word, space in zip(words, spaces):
 *             if not word.isspace():             # <<<<<<<<<<<<<<
 *                 t_words.append(word)
 *                 t_spaces.append(space)
 */
    }

    /* "spacy/tokenizer.pyx":720
 *         t_words = []
 *         t_spaces = []
 *         for word, space in zip(words, spaces):             # <<<<<<<<<<<<<<
 *             if not word.isspace():
 *                 t_words.append(word)
 */
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "spacy/tokenizer.pyx":724
 *                 t_words.append(word)
 *                 t_spaces.append(space)
 *         doc = Doc(self.vocab, words=t_words, spaces=t_spaces)             # <<<<<<<<<<<<<<
 *         matches = self._special_matcher(doc)
 *         spans = [Span(doc, s, e, label=m_id) for m_id, s, e in matches]
 */
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 724, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->vocab));
  __Pyx_GIVEREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->vocab));
  PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_cur_scope->__pyx_v_self->vocab));
  __pyx_t_13 = __Pyx_PyDict_NewPresized(2); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 724, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_13);
  if (PyDict_SetItem(__pyx_t_13, __pyx_n_s_words, __pyx_v_t_words) < 0) __PYX_ERR(0, 724, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_13, __pyx_n_s_spaces, __pyx_v_t_spaces) < 0) __PYX_ERR(0, 724, __pyx_L1_error)
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)__pyx_ptype_5spacy_6tokens_3doc_Doc), __pyx_t_4, __pyx_t_13); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 724, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  __pyx_v_doc = ((struct __pyx_obj_5spacy_6tokens_3doc_Doc *)__pyx_t_8);
  __pyx_t_8 = 0;

  /* "spacy/tokenizer.pyx":725
 *                 t_spaces.append(space)
 *         doc = Doc(self.vocab, words=t_words, spaces=t_spaces)
 *         matches = self._special_matcher(doc)             # <<<<<<<<<<<<<<
 *         spans = [Span(doc, s, e, label=m_id) for m_id, s, e in matches]
 *         spans = util.filter_spans(spans)
 */
  __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self->_special_matcher));
  __pyx_t_13 = ((PyObject *)__pyx_cur_scope->__pyx_v_self->_special_matcher); __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_13))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_13);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_13);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_13, function);
    }
  }
  __pyx_t_8 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_13, __pyx_t_4, ((PyObject *)__pyx_v_doc)) : __Pyx_PyObject_CallOneArg(__pyx_t_13, ((PyObject *)__pyx_v_doc));
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 725, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  __pyx_v_matches = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "spacy/tokenizer.pyx":726
 *         doc = Doc(self.vocab, words=t_words, spaces=t_spaces)
 *         matches = self._special_matcher(doc)
 *         spans = [Span(doc, s, e, label=m_id) for m_id, s, e in matches]             # <<<<<<<<<<<<<<
 *         spans = util.filter_spans(spans)
 *         # Replace matched tokens with their exceptions
 */
  __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 726, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  if (likely(PyList_CheckExact(__pyx_v_matches)) || PyTuple_CheckExact(__pyx_v_matches)) {
    __pyx_t_13 = __pyx_v_matches; __Pyx_INCREF(__pyx_t_13); __pyx_t_6 = 0;
    __pyx_t_7 = NULL;
  } else {
    __pyx_t_6 = -1; __pyx_t_13 = PyObject_GetIter(__pyx_v_matches); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 726, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    __pyx_t_7 = Py_TYPE(__pyx_t_13)->tp_iternext; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 726, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_7)) {
      if (likely(PyList_CheckExact(__pyx_t_13))) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_13)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_13, __pyx_t_6); __Pyx_INCREF(__pyx_t_4); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 726, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_13, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 726, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      } else {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_13)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_13, __pyx_t_6); __Pyx_INCREF(__pyx_t_4); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 726, __pyx_L1_error)
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_13, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 726, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_7(__pyx_t_13);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 726, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
      PyObject* sequence = __pyx_t_4;
      Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
      if (unlikely(size != 3)) {
        if (size > 3) __Pyx_RaiseTooManyValuesError(3);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        __PYX_ERR(0, 726, __pyx_L1_error)
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_1 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_14 = PyTuple_GET_ITEM(sequence, 1); 
        __pyx_t_9 = PyTuple_GET_ITEM(sequence, 2); 
      } else {
        __pyx_t_1 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_14 = PyList_GET_ITEM(sequence, 1); 
        __pyx_t_9 = PyList_GET_ITEM(sequence, 2); 
      }
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_14);
      __Pyx_INCREF(__pyx_t_9);
      #else
      __pyx_t_1 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 726, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_14 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 726, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __pyx_t_9 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 726, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      #endif
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_5 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 726, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_10 = Py_TYPE(__pyx_t_5)->tp_iternext;
      index = 0; __pyx_t_1 = __pyx_t_10(__pyx_t_5); if (unlikely(!__pyx_t_1)) goto __pyx_L51_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_1);
      index = 1; __pyx_t_14 = __pyx_t_10(__pyx_t_5); if (unlikely(!__pyx_t_14)) goto __pyx_L51_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_14);
      index = 2; __pyx_t_9 = __pyx_t_10(__pyx_t_5); if (unlikely(!__pyx_t_9)) goto __pyx_L51_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_9);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_10(__pyx_t_5), 3) < 0) __PYX_ERR(0, 726, __pyx_L1_error)
      __pyx_t_10 = NULL;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L52_unpacking_done;
      __pyx_L51_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_10 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 726, __pyx_L1_error)
      __pyx_L52_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_m_id, __pyx_t_1);
    __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_s, __pyx_t_14);
    __pyx_t_14 = 0;
    __Pyx_XDECREF_SET(__pyx_v_e, __pyx_t_9);
    __pyx_t_9 = 0;
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_Span); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 726, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_9 = PyTuple_New(3); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 726, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_INCREF(((PyObject *)__pyx_v_doc));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_doc));
    PyTuple_SET_ITEM(__pyx_t_9, 0, ((PyObject *)__pyx_v_doc));
    __Pyx_INCREF(__pyx_v_s);
    __Pyx_GIVEREF(__pyx_v_s);
    PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_v_s);
    __Pyx_INCREF(__pyx_v_e);
    __Pyx_GIVEREF(__pyx_v_e);
    PyTuple_SET_ITEM(__pyx_t_9, 2, __pyx_v_e);
    __pyx_t_14 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 726, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    if (PyDict_SetItem(__pyx_t_14, __pyx_n_s_label, __pyx_v_m_id) < 0) __PYX_ERR(0, 726, __pyx_L1_error)
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_9, __pyx_t_14); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 726, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_8, (PyObject*)__pyx_t_1))) __PYX_ERR(0, 726, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  __pyx_v_spans = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "spacy/tokenizer.pyx":727
 *         matches = self._special_matcher(doc)
 *         spans = [Span(doc, s, e, label=m_id) for m_id, s, e in matches]
 *         spans = util.filter_spans(spans)             # <<<<<<<<<<<<<<
 *         # Replace matched tokens with their exceptions
 *         i = 0
 */
  __Pyx_GetModuleGlobalName(__pyx_t_13, __pyx_n_s_util); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 727, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_13);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_13, __pyx_n_s_filter_spans); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 727, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  __pyx_t_13 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_13)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_13);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  __pyx_t_8 = (__pyx_t_13) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_13, __pyx_v_spans) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_spans);
  __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
  if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 727, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF_SET(__pyx_v_spans, __pyx_t_8);
  __pyx_t_8 = 0;

  /* "spacy/tokenizer.pyx":729
 *         spans = util.filter_spans(spans)
 *         # Replace matched tokens with their exceptions
 *         i = 0             # <<<<<<<<<<<<<<
 *         final_tokens = []
 *         spans_by_start = {s.start: s for s in spans}
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_v_i = __pyx_int_0;

  /* "spacy/tokenizer.pyx":730
 *         # Replace matched tokens with their exceptions
 *         i = 0
 *         final_tokens = []             # <<<<<<<<<<<<<<
 *         spans_by_start = {s.start: s for s in spans}
 *         while i < len(tokens):
 */
  __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 730, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_v_final_tokens = ((PyObject*)__pyx_t_8);
  __pyx_t_8 = 0;

  /* "spacy/tokenizer.pyx":731
 *         i = 0
 *         final_tokens = []
 *         spans_by_start = {s.start: s for s in spans}             # <<<<<<<<<<<<<<
 *         while i < len(tokens):
 *             if i in spans_by_start:
 */
  { /* enter inner scope */
    __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 731, __pyx_L55_error)
    __Pyx_GOTREF(__pyx_t_8);
    if (likely(PyList_CheckExact(__pyx_v_spans)) || PyTuple_CheckExact(__pyx_v_spans)) {
      __pyx_t_1 = __pyx_v_spans; __Pyx_INCREF(__pyx_t_1); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_spans); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 731, __pyx_L55_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_7 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 731, __pyx_L55_error)
    }
    for (;;) {
      if (likely(!__pyx_t_7)) {
        if (likely(PyList_CheckExact(__pyx_t_1))) {
          if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_1)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_13 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_6); __Pyx_INCREF(__pyx_t_13); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 731, __pyx_L55_error)
          #else
          __pyx_t_13 = PySequence_ITEM(__pyx_t_1, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 731, __pyx_L55_error)
          __Pyx_GOTREF(__pyx_t_13);
          #endif
        } else {
          if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_13 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_6); __Pyx_INCREF(__pyx_t_13); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 731, __pyx_L55_error)
          #else
          __pyx_t_13 = PySequence_ITEM(__pyx_t_1, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 731, __pyx_L55_error)
          __Pyx_GOTREF(__pyx_t_13);
          #endif
        }
      } else {
        __pyx_t_13 = __pyx_t_7(__pyx_t_1);
        if (unlikely(!__pyx_t_13)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 731, __pyx_L55_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_13);
      }
      __Pyx_XDECREF_SET(__pyx_8genexpr3__pyx_v_s, __pyx_t_13);
      __pyx_t_13 = 0;
      __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_8genexpr3__pyx_v_s, __pyx_n_s_start); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 731, __pyx_L55_error)
      __Pyx_GOTREF(__pyx_t_13);
      if (unlikely(PyDict_SetItem(__pyx_t_8, (PyObject*)__pyx_t_13, (PyObject*)__pyx_8genexpr3__pyx_v_s))) __PYX_ERR(0, 731, __pyx_L55_error)
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_8genexpr3__pyx_v_s); __pyx_8genexpr3__pyx_v_s = 0;
    goto __pyx_L58_exit_scope;
    __pyx_L55_error:;
    __Pyx_XDECREF(__pyx_8genexpr3__pyx_v_s); __pyx_8genexpr3__pyx_v_s = 0;
    goto __pyx_L1_error;
    __pyx_L58_exit_scope:;
  } /* exit inner scope */
  __pyx_v_spans_by_start = ((PyObject*)__pyx_t_8);
  __pyx_t_8 = 0;

  /* "spacy/tokenizer.pyx":732
 *         final_tokens = []
 *         spans_by_start = {s.start: s for s in spans}
 *         while i < len(tokens):             # <<<<<<<<<<<<<<
 *             if i in spans_by_start:
 *                 span = spans_by_start[i]
 */
  while (1) {
    __pyx_t_6 = PyList_GET_SIZE(__pyx_v_tokens); if (unlikely(__pyx_t_6 == ((Py_ssize_t)-1))) __PYX_ERR(0, 732, __pyx_L1_error)
    __pyx_t_8 = PyInt_FromSsize_t(__pyx_t_6); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 732, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_1 = PyObject_RichCompare(__pyx_v_i, __pyx_t_8, Py_LT); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 732, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 732, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (!__pyx_t_2) break;

    /* "spacy/tokenizer.pyx":733
 *         spans_by_start = {s.start: s for s in spans}
 *         while i < len(tokens):
 *             if i in spans_by_start:             # <<<<<<<<<<<<<<
 *                 span = spans_by_start[i]
 *                 exc = [d[ORTH] for d in special_cases[span.label_]]
 */
    __pyx_t_2 = (__Pyx_PyDict_ContainsTF(__pyx_v_i, __pyx_v_spans_by_start, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 733, __pyx_L1_error)
    __pyx_t_3 = (__pyx_t_2 != 0);
    if (__pyx_t_3) {

      /* "spacy/tokenizer.pyx":734
 *         while i < len(tokens):
 *             if i in spans_by_start:
 *                 span = spans_by_start[i]             # <<<<<<<<<<<<<<
 *                 exc = [d[ORTH] for d in special_cases[span.label_]]
 *                 for j, orth in enumerate(exc):
 */
      __pyx_t_1 = __Pyx_PyDict_GetItem(__pyx_v_spans_by_start, __pyx_v_i); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 734, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_XDECREF_SET(__pyx_v_span, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "spacy/tokenizer.pyx":735
 *             if i in spans_by_start:
 *                 span = spans_by_start[i]
 *                 exc = [d[ORTH] for d in special_cases[span.label_]]             # <<<<<<<<<<<<<<
 *                 for j, orth in enumerate(exc):
 *                     final_tokens.append((f"SPECIAL-{j + 1}", self.vocab.strings[orth]))
 */
      __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 735, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_span, __pyx_n_s_label_2); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 735, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_13 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_special_cases, __pyx_t_8); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 735, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_13);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (likely(PyList_CheckExact(__pyx_t_13)) || PyTuple_CheckExact(__pyx_t_13)) {
        __pyx_t_8 = __pyx_t_13; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
        __pyx_t_7 = NULL;
      } else {
        __pyx_t_6 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_13); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 735, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_7 = Py_TYPE(__pyx_t_8)->tp_iternext; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 735, __pyx_L1_error)
      }
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
      for (;;) {
        if (likely(!__pyx_t_7)) {
          if (likely(PyList_CheckExact(__pyx_t_8))) {
            if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
            #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
            __pyx_t_13 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_13); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 735, __pyx_L1_error)
            #else
            __pyx_t_13 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 735, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_13);
            #endif
          } else {
            if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
            #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
            __pyx_t_13 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_13); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 735, __pyx_L1_error)
            #else
            __pyx_t_13 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 735, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_13);
            #endif
          }
        } else {
          __pyx_t_13 = __pyx_t_7(__pyx_t_8);
          if (unlikely(!__pyx_t_13)) {
            PyObject* exc_type = PyErr_Occurred();
            if (exc_type) {
              if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
              else __PYX_ERR(0, 735, __pyx_L1_error)
            }
            break;
          }
          __Pyx_GOTREF(__pyx_t_13);
        }
        __Pyx_XDECREF_SET(__pyx_v_d, __pyx_t_13);
        __pyx_t_13 = 0;
        __Pyx_GetModuleGlobalName(__pyx_t_13, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 735, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_13);
        __pyx_t_14 = __Pyx_PyObject_GetItem(__pyx_v_d, __pyx_t_13); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 735, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
        if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_14))) __PYX_ERR(0, 735, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      }
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF_SET(__pyx_v_exc, ((PyObject*)__pyx_t_1));
      __pyx_t_1 = 0;

      /* "spacy/tokenizer.pyx":736
 *                 span = spans_by_start[i]
 *                 exc = [d[ORTH] for d in special_cases[span.label_]]
 *                 for j, orth in enumerate(exc):             # <<<<<<<<<<<<<<
 *                     final_tokens.append((f"SPECIAL-{j + 1}", self.vocab.strings[orth]))
 *                 i += len(span)
 */
      __Pyx_INCREF(__pyx_int_0);
      __pyx_t_1 = __pyx_int_0;
      __pyx_t_8 = __pyx_v_exc; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
      for (;;) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_14 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_14); __pyx_t_6++; if (unlikely(0 < 0)) __PYX_ERR(0, 736, __pyx_L1_error)
        #else
        __pyx_t_14 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 736, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        #endif
        __Pyx_XDECREF_SET(__pyx_v_orth, __pyx_t_14);
        __pyx_t_14 = 0;
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_XDECREF_SET(__pyx_v_j, __pyx_t_1);
        __pyx_t_14 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 736, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_DECREF(__pyx_t_1);
        __pyx_t_1 = __pyx_t_14;
        __pyx_t_14 = 0;

        /* "spacy/tokenizer.pyx":737
 *                 exc = [d[ORTH] for d in special_cases[span.label_]]
 *                 for j, orth in enumerate(exc):
 *                     final_tokens.append((f"SPECIAL-{j + 1}", self.vocab.strings[orth]))             # <<<<<<<<<<<<<<
 *                 i += len(span)
 *             else:
 */
        __pyx_t_14 = __Pyx_PyInt_AddObjC(__pyx_v_j, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 737, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __pyx_t_13 = __Pyx_PyObject_FormatSimple(__pyx_t_14, __pyx_empty_unicode); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 737, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_13);
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        __pyx_t_14 = __Pyx_PyUnicode_Concat(__pyx_kp_u_SPECIAL, __pyx_t_13); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 737, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
        __pyx_t_13 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_cur_scope->__pyx_v_self->vocab->strings), __pyx_v_orth); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 737, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_13);
        __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 737, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_9);
        __Pyx_GIVEREF(__pyx_t_14);
        PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_14);
        __Pyx_GIVEREF(__pyx_t_13);
        PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_t_13);
        __pyx_t_14 = 0;
        __pyx_t_13 = 0;
        __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_final_tokens, __pyx_t_9); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 737, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

        /* "spacy/tokenizer.pyx":736
 *                 span = spans_by_start[i]
 *                 exc = [d[ORTH] for d in special_cases[span.label_]]
 *                 for j, orth in enumerate(exc):             # <<<<<<<<<<<<<<
 *                     final_tokens.append((f"SPECIAL-{j + 1}", self.vocab.strings[orth]))
 *                 i += len(span)
 */
      }
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

      /* "spacy/tokenizer.pyx":738
 *                 for j, orth in enumerate(exc):
 *                     final_tokens.append((f"SPECIAL-{j + 1}", self.vocab.strings[orth]))
 *                 i += len(span)             # <<<<<<<<<<<<<<
 *             else:
 *                 final_tokens.append(tokens[i])
 */
      __pyx_t_6 = PyObject_Length(__pyx_v_span); if (unlikely(__pyx_t_6 == ((Py_ssize_t)-1))) __PYX_ERR(0, 738, __pyx_L1_error)
      __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_6); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 738, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_i, __pyx_t_1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 738, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF_SET(__pyx_v_i, __pyx_t_8);
      __pyx_t_8 = 0;

      /* "spacy/tokenizer.pyx":733
 *         spans_by_start = {s.start: s for s in spans}
 *         while i < len(tokens):
 *             if i in spans_by_start:             # <<<<<<<<<<<<<<
 *                 span = spans_by_start[i]
 *                 exc = [d[ORTH] for d in special_cases[span.label_]]
 */
      goto __pyx_L61;
    }

    /* "spacy/tokenizer.pyx":740
 *                 i += len(span)
 *             else:
 *                 final_tokens.append(tokens[i])             # <<<<<<<<<<<<<<
 *                 i += 1
 *         return final_tokens
 */
    /*else*/ {
      __pyx_t_8 = __Pyx_PyObject_GetItem(__pyx_v_tokens, __pyx_v_i); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 740, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_15 = __Pyx_PyList_Append(__pyx_v_final_tokens, __pyx_t_8); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 740, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

      /* "spacy/tokenizer.pyx":741
 *             else:
 *                 final_tokens.append(tokens[i])
 *                 i += 1             # <<<<<<<<<<<<<<
 *         return final_tokens
 * 
 */
      __pyx_t_8 = __Pyx_PyInt_AddObjC(__pyx_v_i, __pyx_int_1, 1, 1, 0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 741, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF_SET(__pyx_v_i, __pyx_t_8);
      __pyx_t_8 = 0;
    }
    __pyx_L61:;
  }

  /* "spacy/tokenizer.pyx":742
 *                 final_tokens.append(tokens[i])
 *                 i += 1
 *         return final_tokens             # <<<<<<<<<<<<<<
 * 
 *     def score(self, examples, **kwargs):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_final_tokens);
  __pyx_r = __pyx_v_final_tokens;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":625
 *         self._load_special_cases(self._rules)
 * 
 *     def explain(self, text):             # <<<<<<<<<<<<<<
 *         """A debugging tokenizer that provides information about which
 *         tokenizer rule or pattern was matched for each token. The tokens
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_13);
  __Pyx_XDECREF(__pyx_t_14);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.explain", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_prefix_search);
  __Pyx_XDECREF(__pyx_v_suffix_search);
  __Pyx_XDECREF(__pyx_v_infix_finditer);
  __Pyx_XDECREF(__pyx_v_token_match);
  __Pyx_XDECREF(__pyx_v_url_match);
  __Pyx_XDECREF(__pyx_v_orth);
  __Pyx_XDECREF(__pyx_v_special_tokens);
  __Pyx_XDECREF(__pyx_v_tokens);
  __Pyx_XDECREF(__pyx_v_suffixes);
  __Pyx_XDECREF(__pyx_v_split);
  __Pyx_XDECREF(__pyx_v_infixes);
  __Pyx_XDECREF(__pyx_v_offset);
  __Pyx_XDECREF(__pyx_v_match);
  __Pyx_XDECREF(__pyx_v_words);
  __Pyx_XDECREF(__pyx_v_spaces);
  __Pyx_XDECREF(__pyx_v_t_words);
  __Pyx_XDECREF(__pyx_v_t_spaces);
  __Pyx_XDECREF(__pyx_v_word);
  __Pyx_XDECREF(__pyx_v_space);
  __Pyx_XDECREF((PyObject *)__pyx_v_doc);
  __Pyx_XDECREF(__pyx_v_matches);
  __Pyx_XDECREF(__pyx_v_spans);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XDECREF(__pyx_v_final_tokens);
  __Pyx_XDECREF(__pyx_v_spans_by_start);
  __Pyx_XDECREF(__pyx_v_span);
  __Pyx_XDECREF(__pyx_v_exc);
  __Pyx_XDECREF(__pyx_v_j);
  __Pyx_XDECREF(__pyx_v_special_token);
  __Pyx_XDECREF(__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_2generator1);
  __Pyx_XDECREF(__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_5generator2);
  __Pyx_XDECREF(__pyx_gb_5spacy_9tokenizer_9Tokenizer_7explain_8generator3);
  __Pyx_XDECREF(__pyx_v_t);
  __Pyx_XDECREF(__pyx_v_m_id);
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XDECREF(__pyx_v_e);
  __Pyx_XDECREF(__pyx_8genexpr3__pyx_v_s);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":744
 *         return final_tokens
 * 
 *     def score(self, examples, **kwargs):             # <<<<<<<<<<<<<<
 *         validate_examples(examples, "Tokenizer.score")
 *         return Scorer.score_tokenization(examples)
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_32score(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_31score[] = "Tokenizer.score(self, examples, **kwargs)";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_32score = {"score", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_32score, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_31score};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_32score(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_examples = 0;
  CYTHON_UNUSED PyObject *__pyx_v_kwargs = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("score (wrapper)", 0);
  __pyx_v_kwargs = PyDict_New(); if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_examples,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_examples)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "score") < 0)) __PYX_ERR(0, 744, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_examples = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("score", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 744, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.score", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_31score(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_examples, __pyx_v_kwargs);

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_31score(CYTHON_UNUSED struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_examples, CYTHON_UNUSED PyObject *__pyx_v_kwargs) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__16)
  __Pyx_RefNannySetupContext("score", 0);
  __Pyx_TraceCall("score", __pyx_f[0], 744, 0, __PYX_ERR(0, 744, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":745
 * 
 *     def score(self, examples, **kwargs):
 *         validate_examples(examples, "Tokenizer.score")             # <<<<<<<<<<<<<<
 *         return Scorer.score_tokenization(examples)
 * 
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_validate_examples); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 745, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  __pyx_t_4 = 0;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
      __pyx_t_4 = 1;
    }
  }
  #if CYTHON_FAST_PYCALL
  if (PyFunction_Check(__pyx_t_2)) {
    PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_v_examples, __pyx_kp_s_Tokenizer_score};
    __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_2, __pyx_temp+1-__pyx_t_4, 2+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 745, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  #if CYTHON_FAST_PYCCALL
  if (__Pyx_PyFastCFunction_Check(__pyx_t_2)) {
    PyObject *__pyx_temp[3] = {__pyx_t_3, __pyx_v_examples, __pyx_kp_s_Tokenizer_score};
    __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_2, __pyx_temp+1-__pyx_t_4, 2+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 745, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  {
    __pyx_t_5 = PyTuple_New(2+__pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 745, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    if (__pyx_t_3) {
      __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __pyx_t_3 = NULL;
    }
    __Pyx_INCREF(__pyx_v_examples);
    __Pyx_GIVEREF(__pyx_v_examples);
    PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_4, __pyx_v_examples);
    __Pyx_INCREF(__pyx_kp_s_Tokenizer_score);
    __Pyx_GIVEREF(__pyx_kp_s_Tokenizer_score);
    PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_4, __pyx_kp_s_Tokenizer_score);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 745, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":746
 *     def score(self, examples, **kwargs):
 *         validate_examples(examples, "Tokenizer.score")
 *         return Scorer.score_tokenization(examples)             # <<<<<<<<<<<<<<
 * 
 *     def to_disk(self, path, **kwargs):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_Scorer); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 746, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_score_tokenization); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 746, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_2, __pyx_v_examples) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_examples);
  __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 746, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":744
 *         return final_tokens
 * 
 *     def score(self, examples, **kwargs):             # <<<<<<<<<<<<<<
 *         validate_examples(examples, "Tokenizer.score")
 *         return Scorer.score_tokenization(examples)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.score", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":748
 *         return Scorer.score_tokenization(examples)
 * 
 *     def to_disk(self, path, **kwargs):             # <<<<<<<<<<<<<<
 *         """Save the current state to a directory.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_34to_disk(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_33to_disk[] = "Tokenizer.to_disk(self, path, **kwargs)\nSave the current state to a directory.\n\n        path (str / Path): A path to a directory, which will be created if\n            it doesn't exist.\n        exclude (list): String names of serialization fields to exclude.\n\n        DOCS: https://spacy.io/api/tokenizer#to_disk\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_34to_disk = {"to_disk", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_34to_disk, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_33to_disk};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_34to_disk(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_path = 0;
  PyObject *__pyx_v_kwargs = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("to_disk (wrapper)", 0);
  __pyx_v_kwargs = PyDict_New(); if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_path,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_path)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, __pyx_v_kwargs, values, pos_args, "to_disk") < 0)) __PYX_ERR(0, 748, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_path = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("to_disk", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 748, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_disk", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_33to_disk(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_path, __pyx_v_kwargs);

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_33to_disk(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_kwargs) {
  PyObject *__pyx_v_file_ = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  int __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__17)
  __Pyx_RefNannySetupContext("to_disk", 0);
  __Pyx_TraceCall("to_disk", __pyx_f[0], 748, 0, __PYX_ERR(0, 748, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_path);

  /* "spacy/tokenizer.pyx":757
 *         DOCS: https://spacy.io/api/tokenizer#to_disk
 *         """
 *         path = util.ensure_path(path)             # <<<<<<<<<<<<<<
 *         with path.open("wb") as file_:
 *             file_.write(self.to_bytes(**kwargs))
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_util); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 757, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_ensure_path); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 757, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_v_path) : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_path);
  __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 757, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF_SET(__pyx_v_path, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":758
 *         """
 *         path = util.ensure_path(path)
 *         with path.open("wb") as file_:             # <<<<<<<<<<<<<<
 *             file_.write(self.to_bytes(**kwargs))
 * 
 */
  /*with:*/ {
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_path, __pyx_n_s_open); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 758, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_n_s_wb) : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_n_s_wb);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 758, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_4 = __Pyx_PyObject_LookupSpecial(__pyx_t_1, __pyx_n_s_exit); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 758, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_2 = __Pyx_PyObject_LookupSpecial(__pyx_t_1, __pyx_n_s_enter); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 758, __pyx_L3_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    __pyx_t_3 = (__pyx_t_5) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 758, __pyx_L3_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __pyx_t_3;
    __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    /*try:*/ {
      {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        __Pyx_ExceptionSave(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8);
        __Pyx_XGOTREF(__pyx_t_6);
        __Pyx_XGOTREF(__pyx_t_7);
        __Pyx_XGOTREF(__pyx_t_8);
        /*try:*/ {
          __pyx_v_file_ = __pyx_t_2;
          __pyx_t_2 = 0;

          /* "spacy/tokenizer.pyx":759
 *         path = util.ensure_path(path)
 *         with path.open("wb") as file_:
 *             file_.write(self.to_bytes(**kwargs))             # <<<<<<<<<<<<<<
 * 
 *     def from_disk(self, path, *, exclude=tuple()):
 */
          __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_file_, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 759, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_1);
          __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_to_bytes); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 759, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_3);
          __pyx_t_5 = PyDict_Copy(__pyx_v_kwargs); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 759, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_5);
          __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, __pyx_t_5); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 759, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_9);
          __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          __pyx_t_5 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
            __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
            if (likely(__pyx_t_5)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
              __Pyx_INCREF(__pyx_t_5);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_1, function);
            }
          }
          __pyx_t_2 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_5, __pyx_t_9) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_9);
          __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
          __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 759, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

          /* "spacy/tokenizer.pyx":758
 *         """
 *         path = util.ensure_path(path)
 *         with path.open("wb") as file_:             # <<<<<<<<<<<<<<
 *             file_.write(self.to_bytes(**kwargs))
 * 
 */
        }
        __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L12_try_end;
        __pyx_L7_error:;
        __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
        /*except:*/ {
          __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_disk", __pyx_clineno, __pyx_lineno, __pyx_filename);
          if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_1, &__pyx_t_9) < 0) __PYX_ERR(0, 758, __pyx_L9_except_error)
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_GOTREF(__pyx_t_9);
          __pyx_t_5 = PyTuple_Pack(3, __pyx_t_2, __pyx_t_1, __pyx_t_9); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 758, __pyx_L9_except_error)
          __Pyx_GOTREF(__pyx_t_5);
          __pyx_t_10 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL);
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 758, __pyx_L9_except_error)
          __Pyx_GOTREF(__pyx_t_10);
          __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_10);
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
          if (__pyx_t_11 < 0) __PYX_ERR(0, 758, __pyx_L9_except_error)
          __pyx_t_12 = ((!(__pyx_t_11 != 0)) != 0);
          if (__pyx_t_12) {
            __Pyx_GIVEREF(__pyx_t_2);
            __Pyx_GIVEREF(__pyx_t_1);
            __Pyx_XGIVEREF(__pyx_t_9);
            __Pyx_ErrRestoreWithState(__pyx_t_2, __pyx_t_1, __pyx_t_9);
            __pyx_t_2 = 0; __pyx_t_1 = 0; __pyx_t_9 = 0; 
            __PYX_ERR(0, 758, __pyx_L9_except_error)
          }
          __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
          __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
          __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
          goto __pyx_L8_exception_handled;
        }
        __pyx_L9_except_error:;
        __Pyx_XGIVEREF(__pyx_t_6);
        __Pyx_XGIVEREF(__pyx_t_7);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_7, __pyx_t_8);
        goto __pyx_L1_error;
        __pyx_L8_exception_handled:;
        __Pyx_XGIVEREF(__pyx_t_6);
        __Pyx_XGIVEREF(__pyx_t_7);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_7, __pyx_t_8);
        __pyx_L12_try_end:;
      }
    }
    /*finally:*/ {
      /*normal exit:*/{
        if (__pyx_t_4) {
          __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__18, NULL);
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 758, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        }
        goto __pyx_L6;
      }
      __pyx_L6:;
    }
    goto __pyx_L16;
    __pyx_L3_error:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L1_error;
    __pyx_L16:;
  }

  /* "spacy/tokenizer.pyx":748
 *         return Scorer.score_tokenization(examples)
 * 
 *     def to_disk(self, path, **kwargs):             # <<<<<<<<<<<<<<
 *         """Save the current state to a directory.
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_disk", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_file_);
  __Pyx_XDECREF(__pyx_v_path);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":761
 *             file_.write(self.to_bytes(**kwargs))
 * 
 *     def from_disk(self, path, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Loads state from a directory. Modifies the object in place and
 *         returns it.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_36from_disk(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_35from_disk[] = "Tokenizer.from_disk(self, path, *, exclude=tuple())\nLoads state from a directory. Modifies the object in place and\n        returns it.\n\n        path (str / Path): A path to a directory.\n        exclude (list): String names of serialization fields to exclude.\n        RETURNS (Tokenizer): The modified `Tokenizer` object.\n\n        DOCS: https://spacy.io/api/tokenizer#from_disk\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_36from_disk = {"from_disk", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_36from_disk, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_35from_disk};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_36from_disk(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_path = 0;
  PyObject *__pyx_v_exclude = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("from_disk (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_path,&__pyx_n_s_exclude,0};
    PyObject* values[2] = {0,0};
    values[1] = __pyx_k__19;
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_path)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (kw_args == 1) {
        const Py_ssize_t index = 1;
        PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, *__pyx_pyargnames[index]);
        if (value) { values[index] = value; kw_args--; }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "from_disk") < 0)) __PYX_ERR(0, 761, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_path = values[0];
    __pyx_v_exclude = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("from_disk", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 761, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_disk", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_35from_disk(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_path, __pyx_v_exclude);

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_35from_disk(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_exclude) {
  PyObject *__pyx_v_file_ = NULL;
  PyObject *__pyx_v_bytes_data = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  int __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__20)
  __Pyx_RefNannySetupContext("from_disk", 0);
  __Pyx_TraceCall("from_disk", __pyx_f[0], 761, 0, __PYX_ERR(0, 761, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_path);

  /* "spacy/tokenizer.pyx":771
 *         DOCS: https://spacy.io/api/tokenizer#from_disk
 *         """
 *         path = util.ensure_path(path)             # <<<<<<<<<<<<<<
 *         with path.open("rb") as file_:
 *             bytes_data = file_.read()
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_util); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 771, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_ensure_path); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 771, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_v_path) : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_path);
  __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 771, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF_SET(__pyx_v_path, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":772
 *         """
 *         path = util.ensure_path(path)
 *         with path.open("rb") as file_:             # <<<<<<<<<<<<<<
 *             bytes_data = file_.read()
 *         self.from_bytes(bytes_data, exclude=exclude)
 */
  /*with:*/ {
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_path, __pyx_n_s_open); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 772, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_n_s_rb) : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_n_s_rb);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 772, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_4 = __Pyx_PyObject_LookupSpecial(__pyx_t_1, __pyx_n_s_exit); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 772, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_2 = __Pyx_PyObject_LookupSpecial(__pyx_t_1, __pyx_n_s_enter); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 772, __pyx_L3_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    __pyx_t_3 = (__pyx_t_5) ? __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5) : __Pyx_PyObject_CallNoArg(__pyx_t_2);
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 772, __pyx_L3_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __pyx_t_3;
    __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    /*try:*/ {
      {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        __Pyx_ExceptionSave(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8);
        __Pyx_XGOTREF(__pyx_t_6);
        __Pyx_XGOTREF(__pyx_t_7);
        __Pyx_XGOTREF(__pyx_t_8);
        /*try:*/ {
          __pyx_v_file_ = __pyx_t_2;
          __pyx_t_2 = 0;

          /* "spacy/tokenizer.pyx":773
 *         path = util.ensure_path(path)
 *         with path.open("rb") as file_:
 *             bytes_data = file_.read()             # <<<<<<<<<<<<<<
 *         self.from_bytes(bytes_data, exclude=exclude)
 *         return self
 */
          __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_file_, __pyx_n_s_read); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 773, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_1);
          __pyx_t_3 = NULL;
          if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
            __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_1);
            if (likely(__pyx_t_3)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
              __Pyx_INCREF(__pyx_t_3);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_1, function);
            }
          }
          __pyx_t_2 = (__pyx_t_3) ? __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_3) : __Pyx_PyObject_CallNoArg(__pyx_t_1);
          __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
          if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 773, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
          __pyx_v_bytes_data = __pyx_t_2;
          __pyx_t_2 = 0;

          /* "spacy/tokenizer.pyx":772
 *         """
 *         path = util.ensure_path(path)
 *         with path.open("rb") as file_:             # <<<<<<<<<<<<<<
 *             bytes_data = file_.read()
 *         self.from_bytes(bytes_data, exclude=exclude)
 */
        }
        __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L12_try_end;
        __pyx_L7_error:;
        __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
        /*except:*/ {
          __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_disk", __pyx_clineno, __pyx_lineno, __pyx_filename);
          if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_1, &__pyx_t_3) < 0) __PYX_ERR(0, 772, __pyx_L9_except_error)
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_GOTREF(__pyx_t_1);
          __Pyx_GOTREF(__pyx_t_3);
          __pyx_t_5 = PyTuple_Pack(3, __pyx_t_2, __pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 772, __pyx_L9_except_error)
          __Pyx_GOTREF(__pyx_t_5);
          __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL);
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 772, __pyx_L9_except_error)
          __Pyx_GOTREF(__pyx_t_9);
          __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_9);
          __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          if (__pyx_t_10 < 0) __PYX_ERR(0, 772, __pyx_L9_except_error)
          __pyx_t_11 = ((!(__pyx_t_10 != 0)) != 0);
          if (__pyx_t_11) {
            __Pyx_GIVEREF(__pyx_t_2);
            __Pyx_GIVEREF(__pyx_t_1);
            __Pyx_XGIVEREF(__pyx_t_3);
            __Pyx_ErrRestoreWithState(__pyx_t_2, __pyx_t_1, __pyx_t_3);
            __pyx_t_2 = 0; __pyx_t_1 = 0; __pyx_t_3 = 0; 
            __PYX_ERR(0, 772, __pyx_L9_except_error)
          }
          __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
          __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
          __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
          goto __pyx_L8_exception_handled;
        }
        __pyx_L9_except_error:;
        __Pyx_XGIVEREF(__pyx_t_6);
        __Pyx_XGIVEREF(__pyx_t_7);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_7, __pyx_t_8);
        goto __pyx_L1_error;
        __pyx_L8_exception_handled:;
        __Pyx_XGIVEREF(__pyx_t_6);
        __Pyx_XGIVEREF(__pyx_t_7);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_7, __pyx_t_8);
        __pyx_L12_try_end:;
      }
    }
    /*finally:*/ {
      /*normal exit:*/{
        if (__pyx_t_4) {
          __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__18, NULL);
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 772, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        }
        goto __pyx_L6;
      }
      __pyx_L6:;
    }
    goto __pyx_L16;
    __pyx_L3_error:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L1_error;
    __pyx_L16:;
  }

  /* "spacy/tokenizer.pyx":774
 *         with path.open("rb") as file_:
 *             bytes_data = file_.read()
 *         self.from_bytes(bytes_data, exclude=exclude)             # <<<<<<<<<<<<<<
 *         return self
 * 
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_from_bytes); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 774, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (unlikely(!__pyx_v_bytes_data)) { __Pyx_RaiseUnboundLocalError("bytes_data"); __PYX_ERR(0, 774, __pyx_L1_error) }
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 774, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_bytes_data);
  __Pyx_GIVEREF(__pyx_v_bytes_data);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_bytes_data);
  __pyx_t_2 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 774, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_exclude, __pyx_v_exclude) < 0) __PYX_ERR(0, 774, __pyx_L1_error)
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 774, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

  /* "spacy/tokenizer.pyx":775
 *             bytes_data = file_.read()
 *         self.from_bytes(bytes_data, exclude=exclude)
 *         return self             # <<<<<<<<<<<<<<
 * 
 *     def to_bytes(self, *, exclude=tuple()):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __pyx_r = ((PyObject *)__pyx_v_self);
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":761
 *             file_.write(self.to_bytes(**kwargs))
 * 
 *     def from_disk(self, path, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Loads state from a directory. Modifies the object in place and
 *         returns it.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_disk", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_file_);
  __Pyx_XDECREF(__pyx_v_bytes_data);
  __Pyx_XDECREF(__pyx_v_path);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":777
 *         return self
 * 
 *     def to_bytes(self, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Serialize the current state to a binary string.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_38to_bytes(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_37to_bytes[] = "Tokenizer.to_bytes(self, *, exclude=tuple())\nSerialize the current state to a binary string.\n\n        exclude (list): String names of serialization fields to exclude.\n        RETURNS (bytes): The serialized form of the `Tokenizer` object.\n\n        DOCS: https://spacy.io/api/tokenizer#to_bytes\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_38to_bytes = {"to_bytes", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_38to_bytes, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_37to_bytes};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_38to_bytes(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_exclude = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("to_bytes (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_exclude,0};
    PyObject* values[1] = {0};
    values[0] = __pyx_k__21;
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      if (kw_args == 1) {
        const Py_ssize_t index = 0;
        PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, *__pyx_pyargnames[index]);
        if (value) { values[index] = value; kw_args--; }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, 0, "to_bytes") < 0)) __PYX_ERR(0, 777, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 0) {
      goto __pyx_L5_argtuple_error;
    } else {
    }
    __pyx_v_exclude = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("to_bytes", 1, 0, 0, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 777, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_37to_bytes(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_exclude);

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

/* "spacy/tokenizer.pyx":786
 *         """
 *         serializers = {
 *             "vocab": lambda: self.vocab.to_bytes(exclude=exclude),             # <<<<<<<<<<<<<<
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_lambda3(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_lambda3 = {"lambda3", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_lambda3, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_lambda3(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda3 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda3(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda3(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda3", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda3", __pyx_f[0], 786, 0, __PYX_ERR(0, 786, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 786, __pyx_L1_error) }
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self->vocab), __pyx_n_s_to_bytes); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_exclude)) { __Pyx_RaiseClosureNameError("exclude"); __PYX_ERR(0, 786, __pyx_L1_error) }
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_exclude, __pyx_cur_scope->__pyx_v_exclude) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, __pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda3", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":787
 *         serializers = {
 *             "vocab": lambda: self.vocab.to_bytes(exclude=exclude),
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),             # <<<<<<<<<<<<<<
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_1lambda4(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_1lambda4 = {"lambda4", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_1lambda4, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_1lambda4(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda4 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda4(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda4(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda4", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda4", __pyx_f[0], 787, 0, __PYX_ERR(0, 787, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_get_regex_pattern); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 787, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 787, __pyx_L1_error) }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_prefix_search); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 787, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 787, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda4", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":788
 *             "vocab": lambda: self.vocab.to_bytes(exclude=exclude),
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),             # <<<<<<<<<<<<<<
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_2lambda5(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_2lambda5 = {"lambda5", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_2lambda5, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_2lambda5(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda5 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda5(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda5(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda5", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda5", __pyx_f[0], 788, 0, __PYX_ERR(0, 788, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_get_regex_pattern); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 788, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 788, __pyx_L1_error) }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_suffix_search); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 788, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 788, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda5", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":789
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),             # <<<<<<<<<<<<<<
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_3lambda6(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_3lambda6 = {"lambda6", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_3lambda6, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_3lambda6(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda6 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda6(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda6(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda6", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda6", __pyx_f[0], 789, 0, __PYX_ERR(0, 789, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_get_regex_pattern); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 789, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 789, __pyx_L1_error) }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_infix_finditer); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 789, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 789, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda6", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":790
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 *             "token_match": lambda: _get_regex_pattern(self.token_match),             # <<<<<<<<<<<<<<
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 *             "exceptions": lambda: dict(sorted(self._rules.items())),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_4lambda7(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_4lambda7 = {"lambda7", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_4lambda7, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_4lambda7(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda7 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda7(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda7(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda7", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda7", __pyx_f[0], 790, 0, __PYX_ERR(0, 790, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_get_regex_pattern); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 790, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 790, __pyx_L1_error) }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_token_match); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 790, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 790, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda7", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":791
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 *             "url_match": lambda: _get_regex_pattern(self.url_match),             # <<<<<<<<<<<<<<
 *             "exceptions": lambda: dict(sorted(self._rules.items())),
 *             "faster_heuristics": lambda: self.faster_heuristics,
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_5lambda8(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_5lambda8 = {"lambda8", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_5lambda8, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_5lambda8(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda8 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda8(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda8(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda8", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda8", __pyx_f[0], 791, 0, __PYX_ERR(0, 791, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_get_regex_pattern); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 791, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 791, __pyx_L1_error) }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_url_match); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 791, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  __pyx_t_1 = (__pyx_t_4) ? __Pyx_PyObject_Call2Args(__pyx_t_2, __pyx_t_4, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 791, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda8", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":792
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 *             "exceptions": lambda: dict(sorted(self._rules.items())),             # <<<<<<<<<<<<<<
 *             "faster_heuristics": lambda: self.faster_heuristics,
 *         }
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_6lambda9(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_6lambda9 = {"lambda9", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_6lambda9, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_6lambda9(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda9 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda9(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda9(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda9", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda9", __pyx_f[0], 792, 0, __PYX_ERR(0, 792, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 792, __pyx_L1_error) }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_self->_rules, __pyx_n_s_items); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 792, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  __pyx_t_2 = (__pyx_t_4) ? __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4) : __Pyx_PyObject_CallNoArg(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 792, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PySequence_List(__pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 792, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_1 = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_5 = PyList_Sort(__pyx_t_1); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(0, 792, __pyx_L1_error)
  __pyx_t_3 = __Pyx_PyObject_CallOneArg(((PyObject *)(&PyDict_Type)), __pyx_t_1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 792, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda9", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":793
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 *             "exceptions": lambda: dict(sorted(self._rules.items())),
 *             "faster_heuristics": lambda: self.faster_heuristics,             # <<<<<<<<<<<<<<
 *         }
 *         return util.to_bytes(serializers, exclude)
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_7lambda10(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_7lambda10 = {"lambda10", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_7lambda10, METH_NOARGS, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_8to_bytes_7lambda10(PyObject *__pyx_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda10 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda10(__pyx_self);

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

static PyObject *__pyx_lambda_funcdef_lambda10(PyObject *__pyx_self) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda10", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda10", __pyx_f[0], 793, 0, __PYX_ERR(0, 793, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 793, __pyx_L1_error) }
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_faster_heuristics); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 793, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes.lambda10", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":777
 *         return self
 * 
 *     def to_bytes(self, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Serialize the current state to a binary string.
 * 
 */

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_37to_bytes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_exclude) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_cur_scope;
  PyObject *__pyx_v_serializers = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__22)
  __Pyx_RefNannySetupContext("to_bytes", 0);
  __pyx_cur_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *)__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes(__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 777, __pyx_L1_error)
  } else {
    __Pyx_GOTREF(__pyx_cur_scope);
  }
  __Pyx_TraceCall("to_bytes", __pyx_f[0], 777, 0, __PYX_ERR(0, 777, __pyx_L1_error));
  __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
  __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
  __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
  __pyx_cur_scope->__pyx_v_exclude = __pyx_v_exclude;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_exclude);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_exclude);

  /* "spacy/tokenizer.pyx":786
 *         """
 *         serializers = {
 *             "vocab": lambda: self.vocab.to_bytes(exclude=exclude),             # <<<<<<<<<<<<<<
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_lambda3, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_vocab, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":787
 *         serializers = {
 *             "vocab": lambda: self.vocab.to_bytes(exclude=exclude),
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),             # <<<<<<<<<<<<<<
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_1lambda4, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 787, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_prefix_search, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":788
 *             "vocab": lambda: self.vocab.to_bytes(exclude=exclude),
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),             # <<<<<<<<<<<<<<
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_2lambda5, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 788, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_suffix_search, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":789
 *             "prefix_search": lambda: _get_regex_pattern(self.prefix_search),
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),             # <<<<<<<<<<<<<<
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_3lambda6, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 789, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_infix_finditer, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":790
 *             "suffix_search": lambda: _get_regex_pattern(self.suffix_search),
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 *             "token_match": lambda: _get_regex_pattern(self.token_match),             # <<<<<<<<<<<<<<
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 *             "exceptions": lambda: dict(sorted(self._rules.items())),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_4lambda7, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 790, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_token_match, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":791
 *             "infix_finditer": lambda: _get_regex_pattern(self.infix_finditer),
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 *             "url_match": lambda: _get_regex_pattern(self.url_match),             # <<<<<<<<<<<<<<
 *             "exceptions": lambda: dict(sorted(self._rules.items())),
 *             "faster_heuristics": lambda: self.faster_heuristics,
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_5lambda8, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 791, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_url_match, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":792
 *             "token_match": lambda: _get_regex_pattern(self.token_match),
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 *             "exceptions": lambda: dict(sorted(self._rules.items())),             # <<<<<<<<<<<<<<
 *             "faster_heuristics": lambda: self.faster_heuristics,
 *         }
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_6lambda9, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 792, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_exceptions, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":793
 *             "url_match": lambda: _get_regex_pattern(self.url_match),
 *             "exceptions": lambda: dict(sorted(self._rules.items())),
 *             "faster_heuristics": lambda: self.faster_heuristics,             # <<<<<<<<<<<<<<
 *         }
 *         return util.to_bytes(serializers, exclude)
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_8to_bytes_7lambda10, 0, __pyx_n_s_to_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 793, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_faster_heuristics, __pyx_t_2) < 0) __PYX_ERR(0, 786, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_serializers = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":795
 *             "faster_heuristics": lambda: self.faster_heuristics,
 *         }
 *         return util.to_bytes(serializers, exclude)             # <<<<<<<<<<<<<<
 * 
 *     def from_bytes(self, bytes_data, *, exclude=tuple()):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_util); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 795, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_to_bytes); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 795, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  __pyx_t_4 = 0;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
      __pyx_t_4 = 1;
    }
  }
  #if CYTHON_FAST_PYCALL
  if (PyFunction_Check(__pyx_t_3)) {
    PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_v_serializers, __pyx_cur_scope->__pyx_v_exclude};
    __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_4, 2+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 795, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  #if CYTHON_FAST_PYCCALL
  if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
    PyObject *__pyx_temp[3] = {__pyx_t_2, __pyx_v_serializers, __pyx_cur_scope->__pyx_v_exclude};
    __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_4, 2+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 795, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  {
    __pyx_t_5 = PyTuple_New(2+__pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 795, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    if (__pyx_t_2) {
      __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); __pyx_t_2 = NULL;
    }
    __Pyx_INCREF(__pyx_v_serializers);
    __Pyx_GIVEREF(__pyx_v_serializers);
    PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_4, __pyx_v_serializers);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_exclude);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_exclude);
    PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_4, __pyx_cur_scope->__pyx_v_exclude);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 795, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":777
 *         return self
 * 
 *     def to_bytes(self, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Serialize the current state to a binary string.
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.to_bytes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_serializers);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":797
 *         return util.to_bytes(serializers, exclude)
 * 
 *     def from_bytes(self, bytes_data, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Load state from a binary string.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_40from_bytes(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_9tokenizer_9Tokenizer_39from_bytes[] = "Tokenizer.from_bytes(self, bytes_data, *, exclude=tuple())\nLoad state from a binary string.\n\n        bytes_data (bytes): The data to load from.\n        exclude (list): String names of serialization fields to exclude.\n        RETURNS (Tokenizer): The `Tokenizer` object.\n\n        DOCS: https://spacy.io/api/tokenizer#from_bytes\n        ";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_40from_bytes = {"from_bytes", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_40from_bytes, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_39from_bytes};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_40from_bytes(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_bytes_data = 0;
  PyObject *__pyx_v_exclude = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("from_bytes (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_bytes_data,&__pyx_n_s_exclude,0};
    PyObject* values[2] = {0,0};
    values[1] = __pyx_k__23;
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_bytes_data)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (kw_args == 1) {
        const Py_ssize_t index = 1;
        PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, *__pyx_pyargnames[index]);
        if (value) { values[index] = value; kw_args--; }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "from_bytes") < 0)) __PYX_ERR(0, 797, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_bytes_data = values[0];
    __pyx_v_exclude = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("from_bytes", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 797, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_39from_bytes(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self), __pyx_v_bytes_data, __pyx_v_exclude);

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

/* "spacy/tokenizer.pyx":808
 *         data = {}
 *         deserializers = {
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),             # <<<<<<<<<<<<<<
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_lambda11(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_lambda11 = {"lambda11", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_lambda11, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_lambda11(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda11 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda11(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda11(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda11", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda11", __pyx_f[0], 808, 0, __PYX_ERR(0, 808, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_self)) { __Pyx_RaiseClosureNameError("self"); __PYX_ERR(0, 808, __pyx_L1_error) }
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self->vocab), __pyx_n_s_from_bytes); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_b);
  __Pyx_GIVEREF(__pyx_v_b);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_b);
  __pyx_t_3 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (unlikely(!__pyx_cur_scope->__pyx_v_exclude)) { __Pyx_RaiseClosureNameError("exclude"); __PYX_ERR(0, 808, __pyx_L1_error) }
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_exclude, __pyx_cur_scope->__pyx_v_exclude) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda11", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":809
 *         deserializers = {
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),             # <<<<<<<<<<<<<<
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_1lambda12(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_1lambda12 = {"lambda12", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_1lambda12, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_1lambda12(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda12 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda12(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda12(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda12", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda12", __pyx_f[0], 809, 0, __PYX_ERR(0, 809, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_data)) { __Pyx_RaiseClosureNameError("data"); __PYX_ERR(0, 809, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_v_data == Py_None)) {
    PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%.30s'", "setdefault");
    __PYX_ERR(0, 809, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_PyDict_SetDefault(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_prefix_search, __pyx_v_b, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 809, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda12", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":810
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),             # <<<<<<<<<<<<<<
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 *             "token_match": lambda b: data.setdefault("token_match", b),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_2lambda13(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_2lambda13 = {"lambda13", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_2lambda13, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_2lambda13(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda13 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda13(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda13(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda13", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda13", __pyx_f[0], 810, 0, __PYX_ERR(0, 810, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_data)) { __Pyx_RaiseClosureNameError("data"); __PYX_ERR(0, 810, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_v_data == Py_None)) {
    PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%.30s'", "setdefault");
    __PYX_ERR(0, 810, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_PyDict_SetDefault(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_suffix_search, __pyx_v_b, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 810, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda13", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":811
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),             # <<<<<<<<<<<<<<
 *             "token_match": lambda b: data.setdefault("token_match", b),
 *             "url_match": lambda b: data.setdefault("url_match", b),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_3lambda14(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_3lambda14 = {"lambda14", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_3lambda14, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_3lambda14(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda14 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda14(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda14(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda14", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda14", __pyx_f[0], 811, 0, __PYX_ERR(0, 811, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_data)) { __Pyx_RaiseClosureNameError("data"); __PYX_ERR(0, 811, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_v_data == Py_None)) {
    PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%.30s'", "setdefault");
    __PYX_ERR(0, 811, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_PyDict_SetDefault(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_infix_finditer, __pyx_v_b, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 811, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda14", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":812
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 *             "token_match": lambda b: data.setdefault("token_match", b),             # <<<<<<<<<<<<<<
 *             "url_match": lambda b: data.setdefault("url_match", b),
 *             "exceptions": lambda b: data.setdefault("rules", b),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_4lambda15(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_4lambda15 = {"lambda15", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_4lambda15, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_4lambda15(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda15 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda15(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda15(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda15", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda15", __pyx_f[0], 812, 0, __PYX_ERR(0, 812, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_data)) { __Pyx_RaiseClosureNameError("data"); __PYX_ERR(0, 812, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_v_data == Py_None)) {
    PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%.30s'", "setdefault");
    __PYX_ERR(0, 812, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_PyDict_SetDefault(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_token_match, __pyx_v_b, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 812, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda15", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":813
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 *             "token_match": lambda b: data.setdefault("token_match", b),
 *             "url_match": lambda b: data.setdefault("url_match", b),             # <<<<<<<<<<<<<<
 *             "exceptions": lambda b: data.setdefault("rules", b),
 *             "faster_heuristics": lambda b: data.setdefault("faster_heuristics", b),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_5lambda16(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_5lambda16 = {"lambda16", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_5lambda16, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_5lambda16(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda16 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda16(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda16(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda16", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda16", __pyx_f[0], 813, 0, __PYX_ERR(0, 813, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_data)) { __Pyx_RaiseClosureNameError("data"); __PYX_ERR(0, 813, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_v_data == Py_None)) {
    PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%.30s'", "setdefault");
    __PYX_ERR(0, 813, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_PyDict_SetDefault(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_url_match, __pyx_v_b, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 813, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda16", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":814
 *             "token_match": lambda b: data.setdefault("token_match", b),
 *             "url_match": lambda b: data.setdefault("url_match", b),
 *             "exceptions": lambda b: data.setdefault("rules", b),             # <<<<<<<<<<<<<<
 *             "faster_heuristics": lambda b: data.setdefault("faster_heuristics", b),
 *         }
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_6lambda17(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_6lambda17 = {"lambda17", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_6lambda17, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_6lambda17(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda17 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda17(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda17(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda17", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda17", __pyx_f[0], 814, 0, __PYX_ERR(0, 814, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_data)) { __Pyx_RaiseClosureNameError("data"); __PYX_ERR(0, 814, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_v_data == Py_None)) {
    PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%.30s'", "setdefault");
    __PYX_ERR(0, 814, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_PyDict_SetDefault(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_rules, __pyx_v_b, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 814, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda17", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":815
 *             "url_match": lambda b: data.setdefault("url_match", b),
 *             "exceptions": lambda b: data.setdefault("rules", b),
 *             "faster_heuristics": lambda b: data.setdefault("faster_heuristics", b),             # <<<<<<<<<<<<<<
 *         }
 *         # reset all properties and flush all caches (through rules),
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_7lambda18(PyObject *__pyx_self, PyObject *__pyx_v_b); /*proto*/
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_7lambda18 = {"lambda18", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_7lambda18, METH_O, 0};
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_10from_bytes_7lambda18(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda18 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda18(__pyx_self, ((PyObject *)__pyx_v_b));

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

static PyObject *__pyx_lambda_funcdef_lambda18(PyObject *__pyx_self, PyObject *__pyx_v_b) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda18", 0);
  __pyx_outer_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_TraceCall("lambda18", __pyx_f[0], 815, 0, __PYX_ERR(0, 815, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_data)) { __Pyx_RaiseClosureNameError("data"); __PYX_ERR(0, 815, __pyx_L1_error) }
  if (unlikely(__pyx_cur_scope->__pyx_v_data == Py_None)) {
    PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%.30s'", "setdefault");
    __PYX_ERR(0, 815, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_PyDict_SetDefault(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_faster_heuristics, __pyx_v_b, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 815, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes.lambda18", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":797
 *         return util.to_bytes(serializers, exclude)
 * 
 *     def from_bytes(self, bytes_data, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Load state from a binary string.
 * 
 */

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_39from_bytes(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self, PyObject *__pyx_v_bytes_data, PyObject *__pyx_v_exclude) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_cur_scope;
  PyObject *__pyx_v_deserializers = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_msg = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__24)
  __Pyx_RefNannySetupContext("from_bytes", 0);
  __pyx_cur_scope = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *)__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes(__pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __pyx_cur_scope = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *)Py_None);
    __Pyx_INCREF(Py_None);
    __PYX_ERR(0, 797, __pyx_L1_error)
  } else {
    __Pyx_GOTREF(__pyx_cur_scope);
  }
  __Pyx_TraceCall("from_bytes", __pyx_f[0], 797, 0, __PYX_ERR(0, 797, __pyx_L1_error));
  __pyx_cur_scope->__pyx_v_self = __pyx_v_self;
  __Pyx_INCREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
  __Pyx_GIVEREF((PyObject *)__pyx_cur_scope->__pyx_v_self);
  __pyx_cur_scope->__pyx_v_exclude = __pyx_v_exclude;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_exclude);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_exclude);

  /* "spacy/tokenizer.pyx":806
 *         DOCS: https://spacy.io/api/tokenizer#from_bytes
 *         """
 *         data = {}             # <<<<<<<<<<<<<<
 *         deserializers = {
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 806, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_cur_scope->__pyx_v_data = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":808
 *         data = {}
 *         deserializers = {
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),             # <<<<<<<<<<<<<<
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_lambda11, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_vocab, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":809
 *         deserializers = {
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),             # <<<<<<<<<<<<<<
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_1lambda12, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 809, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_prefix_search, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":810
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),             # <<<<<<<<<<<<<<
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 *             "token_match": lambda b: data.setdefault("token_match", b),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_2lambda13, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 810, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_suffix_search, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":811
 *             "prefix_search": lambda b: data.setdefault("prefix_search", b),
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),             # <<<<<<<<<<<<<<
 *             "token_match": lambda b: data.setdefault("token_match", b),
 *             "url_match": lambda b: data.setdefault("url_match", b),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_3lambda14, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 811, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_infix_finditer, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":812
 *             "suffix_search": lambda b: data.setdefault("suffix_search", b),
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 *             "token_match": lambda b: data.setdefault("token_match", b),             # <<<<<<<<<<<<<<
 *             "url_match": lambda b: data.setdefault("url_match", b),
 *             "exceptions": lambda b: data.setdefault("rules", b),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_4lambda15, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 812, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_token_match, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":813
 *             "infix_finditer": lambda b: data.setdefault("infix_finditer", b),
 *             "token_match": lambda b: data.setdefault("token_match", b),
 *             "url_match": lambda b: data.setdefault("url_match", b),             # <<<<<<<<<<<<<<
 *             "exceptions": lambda b: data.setdefault("rules", b),
 *             "faster_heuristics": lambda b: data.setdefault("faster_heuristics", b),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_5lambda16, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 813, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_url_match, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":814
 *             "token_match": lambda b: data.setdefault("token_match", b),
 *             "url_match": lambda b: data.setdefault("url_match", b),
 *             "exceptions": lambda b: data.setdefault("rules", b),             # <<<<<<<<<<<<<<
 *             "faster_heuristics": lambda b: data.setdefault("faster_heuristics", b),
 *         }
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_6lambda17, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 814, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_exceptions, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":815
 *             "url_match": lambda b: data.setdefault("url_match", b),
 *             "exceptions": lambda b: data.setdefault("rules", b),
 *             "faster_heuristics": lambda b: data.setdefault("faster_heuristics", b),             # <<<<<<<<<<<<<<
 *         }
 *         # reset all properties and flush all caches (through rules),
 */
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10from_bytes_7lambda18, 0, __pyx_n_s_from_bytes_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_spacy_tokenizer, __pyx_d, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 815, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_faster_heuristics, __pyx_t_2) < 0) __PYX_ERR(0, 808, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_deserializers = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":820
 *         # reset rules first so that _reload_special_cases is trivial/fast as
 *         # the other properties are reset
 *         self.rules = {}             # <<<<<<<<<<<<<<
 *         self.prefix_search = None
 *         self.suffix_search = None
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 820, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_rules, __pyx_t_1) < 0) __PYX_ERR(0, 820, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":821
 *         # the other properties are reset
 *         self.rules = {}
 *         self.prefix_search = None             # <<<<<<<<<<<<<<
 *         self.suffix_search = None
 *         self.infix_finditer = None
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_prefix_search, Py_None) < 0) __PYX_ERR(0, 821, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":822
 *         self.rules = {}
 *         self.prefix_search = None
 *         self.suffix_search = None             # <<<<<<<<<<<<<<
 *         self.infix_finditer = None
 *         self.token_match = None
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_suffix_search, Py_None) < 0) __PYX_ERR(0, 822, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":823
 *         self.prefix_search = None
 *         self.suffix_search = None
 *         self.infix_finditer = None             # <<<<<<<<<<<<<<
 *         self.token_match = None
 *         self.url_match = None
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_infix_finditer, Py_None) < 0) __PYX_ERR(0, 823, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":824
 *         self.suffix_search = None
 *         self.infix_finditer = None
 *         self.token_match = None             # <<<<<<<<<<<<<<
 *         self.url_match = None
 *         msg = util.from_bytes(bytes_data, deserializers, exclude)
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_token_match, Py_None) < 0) __PYX_ERR(0, 824, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":825
 *         self.infix_finditer = None
 *         self.token_match = None
 *         self.url_match = None             # <<<<<<<<<<<<<<
 *         msg = util.from_bytes(bytes_data, deserializers, exclude)
 *         if "prefix_search" in data and isinstance(data["prefix_search"], str):
 */
  if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_url_match, Py_None) < 0) __PYX_ERR(0, 825, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":826
 *         self.token_match = None
 *         self.url_match = None
 *         msg = util.from_bytes(bytes_data, deserializers, exclude)             # <<<<<<<<<<<<<<
 *         if "prefix_search" in data and isinstance(data["prefix_search"], str):
 *             self.prefix_search = re.compile(data["prefix_search"]).search
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_util); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 826, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_from_bytes); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 826, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  __pyx_t_4 = 0;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
      __pyx_t_4 = 1;
    }
  }
  #if CYTHON_FAST_PYCALL
  if (PyFunction_Check(__pyx_t_3)) {
    PyObject *__pyx_temp[4] = {__pyx_t_2, __pyx_v_bytes_data, __pyx_v_deserializers, __pyx_cur_scope->__pyx_v_exclude};
    __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_4, 3+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 826, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  #if CYTHON_FAST_PYCCALL
  if (__Pyx_PyFastCFunction_Check(__pyx_t_3)) {
    PyObject *__pyx_temp[4] = {__pyx_t_2, __pyx_v_bytes_data, __pyx_v_deserializers, __pyx_cur_scope->__pyx_v_exclude};
    __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_3, __pyx_temp+1-__pyx_t_4, 3+__pyx_t_4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 826, __pyx_L1_error)
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else
  #endif
  {
    __pyx_t_5 = PyTuple_New(3+__pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 826, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    if (__pyx_t_2) {
      __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); __pyx_t_2 = NULL;
    }
    __Pyx_INCREF(__pyx_v_bytes_data);
    __Pyx_GIVEREF(__pyx_v_bytes_data);
    PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_4, __pyx_v_bytes_data);
    __Pyx_INCREF(__pyx_v_deserializers);
    __Pyx_GIVEREF(__pyx_v_deserializers);
    PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_4, __pyx_v_deserializers);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_exclude);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_exclude);
    PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_4, __pyx_cur_scope->__pyx_v_exclude);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 826, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_msg = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":827
 *         self.url_match = None
 *         msg = util.from_bytes(bytes_data, deserializers, exclude)
 *         if "prefix_search" in data and isinstance(data["prefix_search"], str):             # <<<<<<<<<<<<<<
 *             self.prefix_search = re.compile(data["prefix_search"]).search
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):
 */
  __pyx_t_7 = (__Pyx_PyDict_ContainsTF(__pyx_n_s_prefix_search, __pyx_cur_scope->__pyx_v_data, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 827, __pyx_L1_error)
  __pyx_t_8 = (__pyx_t_7 != 0);
  if (__pyx_t_8) {
  } else {
    __pyx_t_6 = __pyx_t_8;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_1 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_prefix_search); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 827, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = PyString_Check(__pyx_t_1); 
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_7 = (__pyx_t_8 != 0);
  __pyx_t_6 = __pyx_t_7;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_6) {

    /* "spacy/tokenizer.pyx":828
 *         msg = util.from_bytes(bytes_data, deserializers, exclude)
 *         if "prefix_search" in data and isinstance(data["prefix_search"], str):
 *             self.prefix_search = re.compile(data["prefix_search"]).search             # <<<<<<<<<<<<<<
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):
 *             self.suffix_search = re.compile(data["suffix_search"]).search
 */
    __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_re); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 828, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_compile); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 828, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_prefix_search); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 828, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 828, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_search); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 828, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_prefix_search, __pyx_t_5) < 0) __PYX_ERR(0, 828, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "spacy/tokenizer.pyx":827
 *         self.url_match = None
 *         msg = util.from_bytes(bytes_data, deserializers, exclude)
 *         if "prefix_search" in data and isinstance(data["prefix_search"], str):             # <<<<<<<<<<<<<<
 *             self.prefix_search = re.compile(data["prefix_search"]).search
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):
 */
  }

  /* "spacy/tokenizer.pyx":829
 *         if "prefix_search" in data and isinstance(data["prefix_search"], str):
 *             self.prefix_search = re.compile(data["prefix_search"]).search
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):             # <<<<<<<<<<<<<<
 *             self.suffix_search = re.compile(data["suffix_search"]).search
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):
 */
  __pyx_t_7 = (__Pyx_PyDict_ContainsTF(__pyx_n_s_suffix_search, __pyx_cur_scope->__pyx_v_data, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 829, __pyx_L1_error)
  __pyx_t_8 = (__pyx_t_7 != 0);
  if (__pyx_t_8) {
  } else {
    __pyx_t_6 = __pyx_t_8;
    goto __pyx_L7_bool_binop_done;
  }
  __pyx_t_5 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_suffix_search); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 829, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_8 = PyString_Check(__pyx_t_5); 
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_7 = (__pyx_t_8 != 0);
  __pyx_t_6 = __pyx_t_7;
  __pyx_L7_bool_binop_done:;
  if (__pyx_t_6) {

    /* "spacy/tokenizer.pyx":830
 *             self.prefix_search = re.compile(data["prefix_search"]).search
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):
 *             self.suffix_search = re.compile(data["suffix_search"]).search             # <<<<<<<<<<<<<<
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):
 *             self.infix_finditer = re.compile(data["infix_finditer"]).finditer
 */
    __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_re); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 830, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_compile); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 830, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_suffix_search); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 830, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    __pyx_t_5 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_t_1) : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_1);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 830, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_search); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 830, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_suffix_search, __pyx_t_3) < 0) __PYX_ERR(0, 830, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "spacy/tokenizer.pyx":829
 *         if "prefix_search" in data and isinstance(data["prefix_search"], str):
 *             self.prefix_search = re.compile(data["prefix_search"]).search
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):             # <<<<<<<<<<<<<<
 *             self.suffix_search = re.compile(data["suffix_search"]).search
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):
 */
  }

  /* "spacy/tokenizer.pyx":831
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):
 *             self.suffix_search = re.compile(data["suffix_search"]).search
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):             # <<<<<<<<<<<<<<
 *             self.infix_finditer = re.compile(data["infix_finditer"]).finditer
 *         if "token_match" in data and isinstance(data["token_match"], str):
 */
  __pyx_t_7 = (__Pyx_PyDict_ContainsTF(__pyx_n_s_infix_finditer, __pyx_cur_scope->__pyx_v_data, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 831, __pyx_L1_error)
  __pyx_t_8 = (__pyx_t_7 != 0);
  if (__pyx_t_8) {
  } else {
    __pyx_t_6 = __pyx_t_8;
    goto __pyx_L10_bool_binop_done;
  }
  __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_infix_finditer); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 831, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = PyString_Check(__pyx_t_3); 
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_7 = (__pyx_t_8 != 0);
  __pyx_t_6 = __pyx_t_7;
  __pyx_L10_bool_binop_done:;
  if (__pyx_t_6) {

    /* "spacy/tokenizer.pyx":832
 *             self.suffix_search = re.compile(data["suffix_search"]).search
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):
 *             self.infix_finditer = re.compile(data["infix_finditer"]).finditer             # <<<<<<<<<<<<<<
 *         if "token_match" in data and isinstance(data["token_match"], str):
 *             self.token_match = re.compile(data["token_match"]).match
 */
    __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_re); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 832, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_compile); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 832, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_infix_finditer); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 832, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_2 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
      }
    }
    __pyx_t_3 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_2, __pyx_t_5) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_5);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 832, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_finditer); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 832, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_infix_finditer, __pyx_t_1) < 0) __PYX_ERR(0, 832, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "spacy/tokenizer.pyx":831
 *         if "suffix_search" in data and isinstance(data["suffix_search"], str):
 *             self.suffix_search = re.compile(data["suffix_search"]).search
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):             # <<<<<<<<<<<<<<
 *             self.infix_finditer = re.compile(data["infix_finditer"]).finditer
 *         if "token_match" in data and isinstance(data["token_match"], str):
 */
  }

  /* "spacy/tokenizer.pyx":833
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):
 *             self.infix_finditer = re.compile(data["infix_finditer"]).finditer
 *         if "token_match" in data and isinstance(data["token_match"], str):             # <<<<<<<<<<<<<<
 *             self.token_match = re.compile(data["token_match"]).match
 *         if "url_match" in data and isinstance(data["url_match"], str):
 */
  __pyx_t_7 = (__Pyx_PyDict_ContainsTF(__pyx_n_s_token_match, __pyx_cur_scope->__pyx_v_data, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 833, __pyx_L1_error)
  __pyx_t_8 = (__pyx_t_7 != 0);
  if (__pyx_t_8) {
  } else {
    __pyx_t_6 = __pyx_t_8;
    goto __pyx_L13_bool_binop_done;
  }
  __pyx_t_1 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_token_match); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 833, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = PyString_Check(__pyx_t_1); 
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_7 = (__pyx_t_8 != 0);
  __pyx_t_6 = __pyx_t_7;
  __pyx_L13_bool_binop_done:;
  if (__pyx_t_6) {

    /* "spacy/tokenizer.pyx":834
 *             self.infix_finditer = re.compile(data["infix_finditer"]).finditer
 *         if "token_match" in data and isinstance(data["token_match"], str):
 *             self.token_match = re.compile(data["token_match"]).match             # <<<<<<<<<<<<<<
 *         if "url_match" in data and isinstance(data["url_match"], str):
 *             self.url_match = re.compile(data["url_match"]).match
 */
    __Pyx_GetModuleGlobalName(__pyx_t_3, __pyx_n_s_re); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 834, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_compile); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 834, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_token_match); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 834, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_2, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_3);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 834, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_match); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 834, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_token_match, __pyx_t_5) < 0) __PYX_ERR(0, 834, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "spacy/tokenizer.pyx":833
 *         if "infix_finditer" in data and isinstance(data["infix_finditer"], str):
 *             self.infix_finditer = re.compile(data["infix_finditer"]).finditer
 *         if "token_match" in data and isinstance(data["token_match"], str):             # <<<<<<<<<<<<<<
 *             self.token_match = re.compile(data["token_match"]).match
 *         if "url_match" in data and isinstance(data["url_match"], str):
 */
  }

  /* "spacy/tokenizer.pyx":835
 *         if "token_match" in data and isinstance(data["token_match"], str):
 *             self.token_match = re.compile(data["token_match"]).match
 *         if "url_match" in data and isinstance(data["url_match"], str):             # <<<<<<<<<<<<<<
 *             self.url_match = re.compile(data["url_match"]).match
 *         if "rules" in data and isinstance(data["rules"], dict):
 */
  __pyx_t_7 = (__Pyx_PyDict_ContainsTF(__pyx_n_s_url_match, __pyx_cur_scope->__pyx_v_data, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 835, __pyx_L1_error)
  __pyx_t_8 = (__pyx_t_7 != 0);
  if (__pyx_t_8) {
  } else {
    __pyx_t_6 = __pyx_t_8;
    goto __pyx_L16_bool_binop_done;
  }
  __pyx_t_5 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_url_match); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 835, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_8 = PyString_Check(__pyx_t_5); 
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_7 = (__pyx_t_8 != 0);
  __pyx_t_6 = __pyx_t_7;
  __pyx_L16_bool_binop_done:;
  if (__pyx_t_6) {

    /* "spacy/tokenizer.pyx":836
 *             self.token_match = re.compile(data["token_match"]).match
 *         if "url_match" in data and isinstance(data["url_match"], str):
 *             self.url_match = re.compile(data["url_match"]).match             # <<<<<<<<<<<<<<
 *         if "rules" in data and isinstance(data["rules"], dict):
 *             self.rules = data["rules"]
 */
    __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_re); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 836, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_compile); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 836, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_url_match); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 836, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    __pyx_t_5 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_t_1) : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_1);
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 836, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_match); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 836, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_url_match, __pyx_t_3) < 0) __PYX_ERR(0, 836, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "spacy/tokenizer.pyx":835
 *         if "token_match" in data and isinstance(data["token_match"], str):
 *             self.token_match = re.compile(data["token_match"]).match
 *         if "url_match" in data and isinstance(data["url_match"], str):             # <<<<<<<<<<<<<<
 *             self.url_match = re.compile(data["url_match"]).match
 *         if "rules" in data and isinstance(data["rules"], dict):
 */
  }

  /* "spacy/tokenizer.pyx":837
 *         if "url_match" in data and isinstance(data["url_match"], str):
 *             self.url_match = re.compile(data["url_match"]).match
 *         if "rules" in data and isinstance(data["rules"], dict):             # <<<<<<<<<<<<<<
 *             self.rules = data["rules"]
 *         if "faster_heuristics" in data:
 */
  __pyx_t_7 = (__Pyx_PyDict_ContainsTF(__pyx_n_s_rules, __pyx_cur_scope->__pyx_v_data, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 837, __pyx_L1_error)
  __pyx_t_8 = (__pyx_t_7 != 0);
  if (__pyx_t_8) {
  } else {
    __pyx_t_6 = __pyx_t_8;
    goto __pyx_L19_bool_binop_done;
  }
  __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_rules); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 837, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = PyDict_Check(__pyx_t_3); 
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_7 = (__pyx_t_8 != 0);
  __pyx_t_6 = __pyx_t_7;
  __pyx_L19_bool_binop_done:;
  if (__pyx_t_6) {

    /* "spacy/tokenizer.pyx":838
 *             self.url_match = re.compile(data["url_match"]).match
 *         if "rules" in data and isinstance(data["rules"], dict):
 *             self.rules = data["rules"]             # <<<<<<<<<<<<<<
 *         if "faster_heuristics" in data:
 *             self.faster_heuristics = data["faster_heuristics"]
 */
    __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_rules); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 838, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_rules, __pyx_t_3) < 0) __PYX_ERR(0, 838, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "spacy/tokenizer.pyx":837
 *         if "url_match" in data and isinstance(data["url_match"], str):
 *             self.url_match = re.compile(data["url_match"]).match
 *         if "rules" in data and isinstance(data["rules"], dict):             # <<<<<<<<<<<<<<
 *             self.rules = data["rules"]
 *         if "faster_heuristics" in data:
 */
  }

  /* "spacy/tokenizer.pyx":839
 *         if "rules" in data and isinstance(data["rules"], dict):
 *             self.rules = data["rules"]
 *         if "faster_heuristics" in data:             # <<<<<<<<<<<<<<
 *             self.faster_heuristics = data["faster_heuristics"]
 *         return self
 */
  __pyx_t_6 = (__Pyx_PyDict_ContainsTF(__pyx_n_s_faster_heuristics, __pyx_cur_scope->__pyx_v_data, Py_EQ)); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 839, __pyx_L1_error)
  __pyx_t_7 = (__pyx_t_6 != 0);
  if (__pyx_t_7) {

    /* "spacy/tokenizer.pyx":840
 *             self.rules = data["rules"]
 *         if "faster_heuristics" in data:
 *             self.faster_heuristics = data["faster_heuristics"]             # <<<<<<<<<<<<<<
 *         return self
 * 
 */
    __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_data, __pyx_n_s_faster_heuristics); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 840, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_PyObject_SetAttrStr(((PyObject *)__pyx_cur_scope->__pyx_v_self), __pyx_n_s_faster_heuristics, __pyx_t_3) < 0) __PYX_ERR(0, 840, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "spacy/tokenizer.pyx":839
 *         if "rules" in data and isinstance(data["rules"], dict):
 *             self.rules = data["rules"]
 *         if "faster_heuristics" in data:             # <<<<<<<<<<<<<<
 *             self.faster_heuristics = data["faster_heuristics"]
 *         return self
 */
  }

  /* "spacy/tokenizer.pyx":841
 *         if "faster_heuristics" in data:
 *             self.faster_heuristics = data["faster_heuristics"]
 *         return self             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_v_self));
  __pyx_r = ((PyObject *)__pyx_cur_scope->__pyx_v_self);
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":797
 *         return util.to_bytes(serializers, exclude)
 * 
 *     def from_bytes(self, bytes_data, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Load state from a binary string.
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.from_bytes", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_deserializers);
  __Pyx_XDECREF(__pyx_v_msg);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pxd":17
 *     cdef PreshMap _cache
 *     cdef PreshMap _specials
 *     cdef readonly Vocab vocab             # <<<<<<<<<<<<<<
 * 
 *     cdef object _token_match
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_5vocab_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_9tokenizer_9Tokenizer_5vocab_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer_9Tokenizer_5vocab___get__(((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_9tokenizer_9Tokenizer_5vocab___get__(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[1], 17, 0, __PYX_ERR(1, 17, __pyx_L1_error));
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->vocab));
  __pyx_r = ((PyObject *)__pyx_v_self->vocab);
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.tokenizer.Tokenizer.vocab.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":844
 * 
 * 
 * def _get_regex_pattern(regex):             # <<<<<<<<<<<<<<
 *     """Get a pattern string for a regex, or None if the pattern is None."""
 *     return None if regex is None else regex.__self__.pattern
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_9tokenizer_1_get_regex_pattern(PyObject *__pyx_self, PyObject *__pyx_v_regex); /*proto*/
static char __pyx_doc_5spacy_9tokenizer__get_regex_pattern[] = "_get_regex_pattern(regex)\nGet a pattern string for a regex, or None if the pattern is None.";
static PyMethodDef __pyx_mdef_5spacy_9tokenizer_1_get_regex_pattern = {"_get_regex_pattern", (PyCFunction)__pyx_pw_5spacy_9tokenizer_1_get_regex_pattern, METH_O, __pyx_doc_5spacy_9tokenizer__get_regex_pattern};
static PyObject *__pyx_pw_5spacy_9tokenizer_1_get_regex_pattern(PyObject *__pyx_self, PyObject *__pyx_v_regex) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_get_regex_pattern (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_9tokenizer__get_regex_pattern(__pyx_self, ((PyObject *)__pyx_v_regex));

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

static PyObject *__pyx_pf_5spacy_9tokenizer__get_regex_pattern(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_regex) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__25)
  __Pyx_RefNannySetupContext("_get_regex_pattern", 0);
  __Pyx_TraceCall("_get_regex_pattern", __pyx_f[0], 844, 0, __PYX_ERR(0, 844, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":846
 * def _get_regex_pattern(regex):
 *     """Get a pattern string for a regex, or None if the pattern is None."""
 *     return None if regex is None else regex.__self__.pattern             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = (__pyx_v_regex == Py_None);
  if ((__pyx_t_2 != 0)) {
    __Pyx_INCREF(Py_None);
    __pyx_t_1 = Py_None;
  } else {
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_regex, __pyx_n_s_self); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 846, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_pattern); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 846, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_1 = __pyx_t_4;
    __pyx_t_4 = 0;
  }
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":844
 * 
 * 
 * def _get_regex_pattern(regex):             # <<<<<<<<<<<<<<
 *     """Get a pattern string for a regex, or None if the pattern is None."""
 *     return None if regex is None else regex.__self__.pattern
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("spacy.tokenizer._get_regex_pattern", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":855
 * 
 * 
 * cdef bint len_start_cmp(SpanC a, SpanC b) nogil:             # <<<<<<<<<<<<<<
 *     if a.end - a.start == b.end - b.start:
 *         return b.start < a.start
 */

static int __pyx_f_5spacy_9tokenizer_len_start_cmp(struct __pyx_t_5spacy_7structs_SpanC __pyx_v_a, struct __pyx_t_5spacy_7structs_SpanC __pyx_v_b) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("len_start_cmp", __pyx_f[0], 855, 1, __PYX_ERR(0, 855, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":856
 * 
 * cdef bint len_start_cmp(SpanC a, SpanC b) nogil:
 *     if a.end - a.start == b.end - b.start:             # <<<<<<<<<<<<<<
 *         return b.start < a.start
 *     return a.end - a.start < b.end - b.start
 */
  __pyx_t_1 = (((__pyx_v_a.end - __pyx_v_a.start) == (__pyx_v_b.end - __pyx_v_b.start)) != 0);
  if (__pyx_t_1) {

    /* "spacy/tokenizer.pyx":857
 * cdef bint len_start_cmp(SpanC a, SpanC b) nogil:
 *     if a.end - a.start == b.end - b.start:
 *         return b.start < a.start             # <<<<<<<<<<<<<<
 *     return a.end - a.start < b.end - b.start
 * 
 */
    __pyx_r = (__pyx_v_b.start < __pyx_v_a.start);
    goto __pyx_L0;

    /* "spacy/tokenizer.pyx":856
 * 
 * cdef bint len_start_cmp(SpanC a, SpanC b) nogil:
 *     if a.end - a.start == b.end - b.start:             # <<<<<<<<<<<<<<
 *         return b.start < a.start
 *     return a.end - a.start < b.end - b.start
 */
  }

  /* "spacy/tokenizer.pyx":858
 *     if a.end - a.start == b.end - b.start:
 *         return b.start < a.start
 *     return a.end - a.start < b.end - b.start             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((__pyx_v_a.end - __pyx_v_a.start) < (__pyx_v_b.end - __pyx_v_b.start));
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":855
 * 
 * 
 * cdef bint len_start_cmp(SpanC a, SpanC b) nogil:             # <<<<<<<<<<<<<<
 *     if a.end - a.start == b.end - b.start:
 *         return b.start < a.start
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("spacy.tokenizer.len_start_cmp", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "spacy/tokenizer.pyx":861
 * 
 * 
 * cdef bint start_cmp(SpanC a, SpanC b) nogil:             # <<<<<<<<<<<<<<
 *     return a.start < b.start
 */

static int __pyx_f_5spacy_9tokenizer_start_cmp(struct __pyx_t_5spacy_7structs_SpanC __pyx_v_a, struct __pyx_t_5spacy_7structs_SpanC __pyx_v_b) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("start_cmp", __pyx_f[0], 861, 1, __PYX_ERR(0, 861, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":862
 * 
 * cdef bint start_cmp(SpanC a, SpanC b) nogil:
 *     return a.start < b.start             # <<<<<<<<<<<<<<
 */
  __pyx_r = (__pyx_v_a.start < __pyx_v_b.start);
  goto __pyx_L0;

  /* "spacy/tokenizer.pyx":861
 * 
 * 
 * cdef bint start_cmp(SpanC a, SpanC b) nogil:             # <<<<<<<<<<<<<<
 *     return a.start < b.start
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("spacy.tokenizer.start_cmp", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":735
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0);
  __Pyx_TraceCall("PyArray_MultiIterNew1", __pyx_f[2], 735, 0, __PYX_ERR(2, 735, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":736
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 *     return PyArray_MultiIterNew(1, <void*>a)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 736, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":735
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":738
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0);
  __Pyx_TraceCall("PyArray_MultiIterNew2", __pyx_f[2], 738, 0, __PYX_ERR(2, 738, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":739
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 739, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":738
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":741
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0);
  __Pyx_TraceCall("PyArray_MultiIterNew3", __pyx_f[2], 741, 0, __PYX_ERR(2, 741, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":742
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 742, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":741
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":744
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0);
  __Pyx_TraceCall("PyArray_MultiIterNew4", __pyx_f[2], 744, 0, __PYX_ERR(2, 744, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":745
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(4, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 745, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":744
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":747
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d, PyObject *__pyx_v_e) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0);
  __Pyx_TraceCall("PyArray_MultiIterNew5", __pyx_f[2], 747, 0, __PYX_ERR(2, 747, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":748
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)             # <<<<<<<<<<<<<<
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(5, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d), ((void *)__pyx_v_e)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 748, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":747
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":750
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):             # <<<<<<<<<<<<<<
 *     if PyDataType_HASSUBARRAY(d):
 *         return <tuple>d.subarray.shape
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__pyx_v_d) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyDataType_SHAPE", 0);
  __Pyx_TraceCall("PyDataType_SHAPE", __pyx_f[2], 750, 0, __PYX_ERR(2, 750, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":751
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 *     if PyDataType_HASSUBARRAY(d):             # <<<<<<<<<<<<<<
 *         return <tuple>d.subarray.shape
 *     else:
 */
  __pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0);
  if (__pyx_t_1) {

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":752
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 *     if PyDataType_HASSUBARRAY(d):
 *         return <tuple>d.subarray.shape             # <<<<<<<<<<<<<<
 *     else:
 *         return ()
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject*)__pyx_v_d->subarray->shape));
    __pyx_r = ((PyObject*)__pyx_v_d->subarray->shape);
    goto __pyx_L0;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":751
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 *     if PyDataType_HASSUBARRAY(d):             # <<<<<<<<<<<<<<
 *         return <tuple>d.subarray.shape
 *     else:
 */
  }

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":754
 *         return <tuple>d.subarray.shape
 *     else:
 *         return ()             # <<<<<<<<<<<<<<
 * 
 * 
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_empty_tuple);
    __pyx_r = __pyx_empty_tuple;
    goto __pyx_L0;
  }

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":750
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):             # <<<<<<<<<<<<<<
 *     if PyDataType_HASSUBARRAY(d):
 *         return <tuple>d.subarray.shape
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("numpy.PyDataType_SHAPE", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":929
 *     int _import_umath() except -1
 * 
 * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
 *     Py_INCREF(base) # important to do this before stealing the reference below!
 *     PyArray_SetBaseObject(arr, base)
 */

static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) {
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("set_array_base", 0);
  __Pyx_TraceCall("set_array_base", __pyx_f[2], 929, 0, __PYX_ERR(2, 929, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":930
 * 
 * cdef inline void set_array_base(ndarray arr, object base):
 *     Py_INCREF(base) # important to do this before stealing the reference below!             # <<<<<<<<<<<<<<
 *     PyArray_SetBaseObject(arr, base)
 * 
 */
  Py_INCREF(__pyx_v_base);

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":931
 * cdef inline void set_array_base(ndarray arr, object base):
 *     Py_INCREF(base) # important to do this before stealing the reference below!
 *     PyArray_SetBaseObject(arr, base)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object get_array_base(ndarray arr):
 */
  (void)(PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":929
 *     int _import_umath() except -1
 * 
 * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
 *     Py_INCREF(base) # important to do this before stealing the reference below!
 *     PyArray_SetBaseObject(arr, base)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("numpy.set_array_base", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":933
 *     PyArray_SetBaseObject(arr, base)
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     base = PyArray_BASE(arr)
 *     if base is NULL:
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__pyx_v_arr) {
  PyObject *__pyx_v_base;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_array_base", 0);
  __Pyx_TraceCall("get_array_base", __pyx_f[2], 933, 0, __PYX_ERR(2, 933, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":934
 * 
 * cdef inline object get_array_base(ndarray arr):
 *     base = PyArray_BASE(arr)             # <<<<<<<<<<<<<<
 *     if base is NULL:
 *         return None
 */
  __pyx_v_base = PyArray_BASE(__pyx_v_arr);

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":935
 * cdef inline object get_array_base(ndarray arr):
 *     base = PyArray_BASE(arr)
 *     if base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     return <object>base
 */
  __pyx_t_1 = ((__pyx_v_base == NULL) != 0);
  if (__pyx_t_1) {

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":936
 *     base = PyArray_BASE(arr)
 *     if base is NULL:
 *         return None             # <<<<<<<<<<<<<<
 *     return <object>base
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_r = Py_None; __Pyx_INCREF(Py_None);
    goto __pyx_L0;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":935
 * cdef inline object get_array_base(ndarray arr):
 *     base = PyArray_BASE(arr)
 *     if base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     return <object>base
 */
  }

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":937
 *     if base is NULL:
 *         return None
 *     return <object>base             # <<<<<<<<<<<<<<
 * 
 * # Versions of the import_* functions which are more suitable for
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_base));
  __pyx_r = ((PyObject *)__pyx_v_base);
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":933
 *     PyArray_SetBaseObject(arr, base)
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     base = PyArray_BASE(arr)
 *     if base is NULL:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("numpy.get_array_base", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":941
 * # Versions of the import_* functions which are more suitable for
 * # Cython code.
 * cdef inline int import_array() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         __pyx_import_array()
 */

static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("import_array", 0);
  __Pyx_TraceCall("import_array", __pyx_f[2], 941, 0, __PYX_ERR(2, 941, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":942
 * # Cython code.
 * cdef inline int import_array() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         __pyx_import_array()
 *     except Exception:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":943
 * cdef inline int import_array() except -1:
 *     try:
 *         __pyx_import_array()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         raise ImportError("numpy.core.multiarray failed to import")
 */
      __pyx_t_4 = _import_array(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(2, 943, __pyx_L3_error)

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":942
 * # Cython code.
 * cdef inline int import_array() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         __pyx_import_array()
 *     except Exception:
 */
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L8_try_end;
    __pyx_L3_error:;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":944
 *     try:
 *         __pyx_import_array()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy.core.multiarray failed to import")
 * 
 */
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
    if (__pyx_t_4) {
      __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(2, 944, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":945
 *         __pyx_import_array()
 *     except Exception:
 *         raise ImportError("numpy.core.multiarray failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_umath() except -1:
 */
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(2, 945, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_Raise(__pyx_t_8, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __PYX_ERR(2, 945, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":942
 * # Cython code.
 * cdef inline int import_array() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         __pyx_import_array()
 *     except Exception:
 */
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L8_try_end:;
  }

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":941
 * # Versions of the import_* functions which are more suitable for
 * # Cython code.
 * cdef inline int import_array() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         __pyx_import_array()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":947
 *         raise ImportError("numpy.core.multiarray failed to import")
 * 
 * cdef inline int import_umath() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("import_umath", 0);
  __Pyx_TraceCall("import_umath", __pyx_f[2], 947, 0, __PYX_ERR(2, 947, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":948
 * 
 * cdef inline int import_umath() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":949
 * cdef inline int import_umath() except -1:
 *     try:
 *         _import_umath()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")
 */
      __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(2, 949, __pyx_L3_error)

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":948
 * 
 * cdef inline int import_umath() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L8_try_end;
    __pyx_L3_error:;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":950
 *     try:
 *         _import_umath()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy.core.umath failed to import")
 * 
 */
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
    if (__pyx_t_4) {
      __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(2, 950, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":951
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_ufunc() except -1:
 */
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(2, 951, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_Raise(__pyx_t_8, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __PYX_ERR(2, 951, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":948
 * 
 * cdef inline int import_umath() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L8_try_end:;
  }

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":947
 *         raise ImportError("numpy.core.multiarray failed to import")
 * 
 * cdef inline int import_umath() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":953
 *         raise ImportError("numpy.core.umath failed to import")
 * 
 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("import_ufunc", 0);
  __Pyx_TraceCall("import_ufunc", __pyx_f[2], 953, 0, __PYX_ERR(2, 953, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":954
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":955
 * cdef inline int import_ufunc() except -1:
 *     try:
 *         _import_umath()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")
 */
      __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(2, 955, __pyx_L3_error)

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":954
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L8_try_end;
    __pyx_L3_error:;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":956
 *     try:
 *         _import_umath()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy.core.umath failed to import")
 * 
 */
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));
    if (__pyx_t_4) {
      __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(2, 956, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "../_h_env/lib/site-packages/numpy/__init__.pxd":957
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef extern from *:
 */
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(2, 957, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_Raise(__pyx_t_8, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __PYX_ERR(2, 957, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "../_h_env/lib/site-packages/numpy/__init__.pxd":954
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L8_try_end:;
  }

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":953
 *         raise ImportError("numpy.core.umath failed to import")
 * 
 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":967
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
 */

static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_obj) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_timedelta64_object", 0);
  __Pyx_TraceCall("is_timedelta64_object", __pyx_f[2], 967, 0, __PYX_ERR(2, 967, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":979
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type));
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":967
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("numpy.is_timedelta64_object", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":982
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
 */

static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_obj) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_datetime64_object", 0);
  __Pyx_TraceCall("is_datetime64_object", __pyx_f[2], 982, 0, __PYX_ERR(2, 982, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":994
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type));
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":982
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("numpy.is_datetime64_object", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":997
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
 */

static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *__pyx_v_obj) {
  npy_datetime __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("get_datetime64_value", __pyx_f[2], 997, 1, __PYX_ERR(2, 997, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":1004
 *     also needed.  That can be found using `get_datetime64_unit`.
 *     """
 *     return (<PyDatetimeScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval;
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":997
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("numpy.get_datetime64_value", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":1007
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
 */

static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject *__pyx_v_obj) {
  npy_timedelta __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("get_timedelta64_value", __pyx_f[2], 1007, 1, __PYX_ERR(2, 1007, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":1011
 *     returns the int64 value underlying scalar numpy timedelta64 object
 *     """
 *     return (<PyTimedeltaScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval;
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":1007
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("numpy.get_timedelta64_value", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":1014
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
 */

static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObject *__pyx_v_obj) {
  NPY_DATETIMEUNIT __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("get_datetime64_unit", __pyx_f[2], 1014, 1, __PYX_ERR(2, 1014, __pyx_L1_error));

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":1018
 *     returns the unit part of the dtype for a numpy datetime64 object.
 *     """
 *     return <NPY_DATETIMEUNIT>(<PyDatetimeScalarObject*>obj).obmeta.base             # <<<<<<<<<<<<<<
 */
  __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base);
  goto __pyx_L0;

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":1014
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("numpy.get_datetime64_unit", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = (NPY_DATETIMEUNIT) 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "lexeme.pxd":21
 * 
 *     @staticmethod
 *     cdef inline Lexeme from_ptr(LexemeC* lex, Vocab vocab):             # <<<<<<<<<<<<<<
 *         cdef Lexeme self = Lexeme.__new__(Lexeme, vocab, lex.orth)
 *         self.c = lex
 */

static CYTHON_INLINE struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_f_5spacy_6lexeme_6Lexeme_from_ptr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab) {
  struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_v_self = 0;
  struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  __pyx_t_5spacy_8typedefs_attr_t __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("from_ptr", 0);
  __Pyx_TraceCall("from_ptr", __pyx_f[3], 21, 0, __PYX_ERR(3, 21, __pyx_L1_error));

  /* "lexeme.pxd":22
 *     @staticmethod
 *     cdef inline Lexeme from_ptr(LexemeC* lex, Vocab vocab):
 *         cdef Lexeme self = Lexeme.__new__(Lexeme, vocab, lex.orth)             # <<<<<<<<<<<<<<
 *         self.c = lex
 *         self.vocab = vocab
 */
  __pyx_t_1 = __Pyx_PyInt_From_uint64_t(__pyx_v_lex->orth); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(((PyObject *)__pyx_v_vocab));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_vocab));
  PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_vocab));
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_tp_new(((PyObject *)__pyx_ptype_5spacy_6lexeme_Lexeme), ((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5spacy_6lexeme_Lexeme)))) __PYX_ERR(3, 22, __pyx_L1_error)
  __pyx_v_self = ((struct __pyx_obj_5spacy_6lexeme_Lexeme *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "lexeme.pxd":23
 *     cdef inline Lexeme from_ptr(LexemeC* lex, Vocab vocab):
 *         cdef Lexeme self = Lexeme.__new__(Lexeme, vocab, lex.orth)
 *         self.c = lex             # <<<<<<<<<<<<<<
 *         self.vocab = vocab
 *         self.orth = lex.orth
 */
  __pyx_v_self->c = __pyx_v_lex;

  /* "lexeme.pxd":24
 *         cdef Lexeme self = Lexeme.__new__(Lexeme, vocab, lex.orth)
 *         self.c = lex
 *         self.vocab = vocab             # <<<<<<<<<<<<<<
 *         self.orth = lex.orth
 *         return self
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_vocab));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_vocab));
  __Pyx_GOTREF(__pyx_v_self->vocab);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->vocab));
  __pyx_v_self->vocab = __pyx_v_vocab;

  /* "lexeme.pxd":25
 *         self.c = lex
 *         self.vocab = vocab
 *         self.orth = lex.orth             # <<<<<<<<<<<<<<
 *         return self
 * 
 */
  __pyx_t_3 = __pyx_v_lex->orth;
  __pyx_v_self->orth = __pyx_t_3;

  /* "lexeme.pxd":26
 *         self.vocab = vocab
 *         self.orth = lex.orth
 *         return self             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __pyx_r = __pyx_v_self;
  goto __pyx_L0;

  /* "lexeme.pxd":21
 * 
 *     @staticmethod
 *     cdef inline Lexeme from_ptr(LexemeC* lex, Vocab vocab):             # <<<<<<<<<<<<<<
 *         cdef Lexeme self = Lexeme.__new__(Lexeme, vocab, lex.orth)
 *         self.c = lex
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("spacy.lexeme.Lexeme.from_ptr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_self);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lexeme.pxd":29
 * 
 *     @staticmethod
 *     cdef inline void set_struct_attr(LexemeC* lex, attr_id_t name, attr_t value) nogil:             # <<<<<<<<<<<<<<
 *         if name < (sizeof(flags_t) * 8):
 *             Lexeme.c_set_flag(lex, name, value)
 */

static CYTHON_INLINE void __pyx_f_5spacy_6lexeme_6Lexeme_set_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_name, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_value) {
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("set_struct_attr", __pyx_f[3], 29, 1, __PYX_ERR(3, 29, __pyx_L1_error));

  /* "lexeme.pxd":30
 *     @staticmethod
 *     cdef inline void set_struct_attr(LexemeC* lex, attr_id_t name, attr_t value) nogil:
 *         if name < (sizeof(flags_t) * 8):             # <<<<<<<<<<<<<<
 *             Lexeme.c_set_flag(lex, name, value)
 *         elif name == ID:
 */
  __pyx_t_1 = ((__pyx_v_name < ((sizeof(__pyx_t_5spacy_8typedefs_flags_t)) * 8)) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":31
 *     cdef inline void set_struct_attr(LexemeC* lex, attr_id_t name, attr_t value) nogil:
 *         if name < (sizeof(flags_t) * 8):
 *             Lexeme.c_set_flag(lex, name, value)             # <<<<<<<<<<<<<<
 *         elif name == ID:
 *             lex.id = value
 */
    (void)(__pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(__pyx_v_lex, __pyx_v_name, __pyx_v_value));

    /* "lexeme.pxd":30
 *     @staticmethod
 *     cdef inline void set_struct_attr(LexemeC* lex, attr_id_t name, attr_t value) nogil:
 *         if name < (sizeof(flags_t) * 8):             # <<<<<<<<<<<<<<
 *             Lexeme.c_set_flag(lex, name, value)
 *         elif name == ID:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":32
 *         if name < (sizeof(flags_t) * 8):
 *             Lexeme.c_set_flag(lex, name, value)
 *         elif name == ID:             # <<<<<<<<<<<<<<
 *             lex.id = value
 *         elif name == LOWER:
 */
  __pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_ID) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":33
 *             Lexeme.c_set_flag(lex, name, value)
 *         elif name == ID:
 *             lex.id = value             # <<<<<<<<<<<<<<
 *         elif name == LOWER:
 *             lex.lower = value
 */
    __pyx_v_lex->id = __pyx_v_value;

    /* "lexeme.pxd":32
 *         if name < (sizeof(flags_t) * 8):
 *             Lexeme.c_set_flag(lex, name, value)
 *         elif name == ID:             # <<<<<<<<<<<<<<
 *             lex.id = value
 *         elif name == LOWER:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":34
 *         elif name == ID:
 *             lex.id = value
 *         elif name == LOWER:             # <<<<<<<<<<<<<<
 *             lex.lower = value
 *         elif name == NORM:
 */
  __pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_LOWER) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":35
 *             lex.id = value
 *         elif name == LOWER:
 *             lex.lower = value             # <<<<<<<<<<<<<<
 *         elif name == NORM:
 *             lex.norm = value
 */
    __pyx_v_lex->lower = __pyx_v_value;

    /* "lexeme.pxd":34
 *         elif name == ID:
 *             lex.id = value
 *         elif name == LOWER:             # <<<<<<<<<<<<<<
 *             lex.lower = value
 *         elif name == NORM:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":36
 *         elif name == LOWER:
 *             lex.lower = value
 *         elif name == NORM:             # <<<<<<<<<<<<<<
 *             lex.norm = value
 *         elif name == SHAPE:
 */
  __pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_NORM) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":37
 *             lex.lower = value
 *         elif name == NORM:
 *             lex.norm = value             # <<<<<<<<<<<<<<
 *         elif name == SHAPE:
 *             lex.shape = value
 */
    __pyx_v_lex->norm = __pyx_v_value;

    /* "lexeme.pxd":36
 *         elif name == LOWER:
 *             lex.lower = value
 *         elif name == NORM:             # <<<<<<<<<<<<<<
 *             lex.norm = value
 *         elif name == SHAPE:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":38
 *         elif name == NORM:
 *             lex.norm = value
 *         elif name == SHAPE:             # <<<<<<<<<<<<<<
 *             lex.shape = value
 *         elif name == PREFIX:
 */
  __pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_SHAPE) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":39
 *             lex.norm = value
 *         elif name == SHAPE:
 *             lex.shape = value             # <<<<<<<<<<<<<<
 *         elif name == PREFIX:
 *             lex.prefix = value
 */
    __pyx_v_lex->shape = __pyx_v_value;

    /* "lexeme.pxd":38
 *         elif name == NORM:
 *             lex.norm = value
 *         elif name == SHAPE:             # <<<<<<<<<<<<<<
 *             lex.shape = value
 *         elif name == PREFIX:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":40
 *         elif name == SHAPE:
 *             lex.shape = value
 *         elif name == PREFIX:             # <<<<<<<<<<<<<<
 *             lex.prefix = value
 *         elif name == SUFFIX:
 */
  __pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_PREFIX) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":41
 *             lex.shape = value
 *         elif name == PREFIX:
 *             lex.prefix = value             # <<<<<<<<<<<<<<
 *         elif name == SUFFIX:
 *             lex.suffix = value
 */
    __pyx_v_lex->prefix = __pyx_v_value;

    /* "lexeme.pxd":40
 *         elif name == SHAPE:
 *             lex.shape = value
 *         elif name == PREFIX:             # <<<<<<<<<<<<<<
 *             lex.prefix = value
 *         elif name == SUFFIX:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":42
 *         elif name == PREFIX:
 *             lex.prefix = value
 *         elif name == SUFFIX:             # <<<<<<<<<<<<<<
 *             lex.suffix = value
 *         elif name == LANG:
 */
  __pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_SUFFIX) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":43
 *             lex.prefix = value
 *         elif name == SUFFIX:
 *             lex.suffix = value             # <<<<<<<<<<<<<<
 *         elif name == LANG:
 *             lex.lang = value
 */
    __pyx_v_lex->suffix = __pyx_v_value;

    /* "lexeme.pxd":42
 *         elif name == PREFIX:
 *             lex.prefix = value
 *         elif name == SUFFIX:             # <<<<<<<<<<<<<<
 *             lex.suffix = value
 *         elif name == LANG:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":44
 *         elif name == SUFFIX:
 *             lex.suffix = value
 *         elif name == LANG:             # <<<<<<<<<<<<<<
 *             lex.lang = value
 * 
 */
  __pyx_t_1 = ((__pyx_v_name == __pyx_e_5spacy_5attrs_LANG) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":45
 *             lex.suffix = value
 *         elif name == LANG:
 *             lex.lang = value             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
    __pyx_v_lex->lang = __pyx_v_value;

    /* "lexeme.pxd":44
 *         elif name == SUFFIX:
 *             lex.suffix = value
 *         elif name == LANG:             # <<<<<<<<<<<<<<
 *             lex.lang = value
 * 
 */
  }
  __pyx_L3:;

  /* "lexeme.pxd":29
 * 
 *     @staticmethod
 *     cdef inline void set_struct_attr(LexemeC* lex, attr_id_t name, attr_t value) nogil:             # <<<<<<<<<<<<<<
 *         if name < (sizeof(flags_t) * 8):
 *             Lexeme.c_set_flag(lex, name, value)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("spacy.lexeme.Lexeme.set_struct_attr", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
}

/* "lexeme.pxd":48
 * 
 *     @staticmethod
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:             # <<<<<<<<<<<<<<
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):
 */

static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name) {
  __pyx_t_5spacy_8typedefs_attr_t __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("get_struct_attr", __pyx_f[3], 48, 1, __PYX_ERR(3, 48, __pyx_L1_error));

  /* "lexeme.pxd":49
 *     @staticmethod
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
 *         if feat_name < (sizeof(flags_t) * 8):             # <<<<<<<<<<<<<<
 *             if Lexeme.c_check_flag(lex, feat_name):
 *                 return 1
 */
  __pyx_t_1 = ((__pyx_v_feat_name < ((sizeof(__pyx_t_5spacy_8typedefs_flags_t)) * 8)) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":50
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):             # <<<<<<<<<<<<<<
 *                 return 1
 *             else:
 */
    __pyx_t_1 = (__pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(__pyx_v_lex, __pyx_v_feat_name) != 0);
    if (__pyx_t_1) {

      /* "lexeme.pxd":51
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):
 *                 return 1             # <<<<<<<<<<<<<<
 *             else:
 *                 return 0
 */
      __pyx_r = 1;
      goto __pyx_L0;

      /* "lexeme.pxd":50
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):             # <<<<<<<<<<<<<<
 *                 return 1
 *             else:
 */
    }

    /* "lexeme.pxd":53
 *                 return 1
 *             else:
 *                 return 0             # <<<<<<<<<<<<<<
 *         elif feat_name == ID:
 *             return lex.id
 */
    /*else*/ {
      __pyx_r = 0;
      goto __pyx_L0;
    }

    /* "lexeme.pxd":49
 *     @staticmethod
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
 *         if feat_name < (sizeof(flags_t) * 8):             # <<<<<<<<<<<<<<
 *             if Lexeme.c_check_flag(lex, feat_name):
 *                 return 1
 */
  }

  /* "lexeme.pxd":54
 *             else:
 *                 return 0
 *         elif feat_name == ID:             # <<<<<<<<<<<<<<
 *             return lex.id
 *         elif feat_name == ORTH:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ID) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":55
 *                 return 0
 *         elif feat_name == ID:
 *             return lex.id             # <<<<<<<<<<<<<<
 *         elif feat_name == ORTH:
 *             return lex.orth
 */
    __pyx_r = __pyx_v_lex->id;
    goto __pyx_L0;

    /* "lexeme.pxd":54
 *             else:
 *                 return 0
 *         elif feat_name == ID:             # <<<<<<<<<<<<<<
 *             return lex.id
 *         elif feat_name == ORTH:
 */
  }

  /* "lexeme.pxd":56
 *         elif feat_name == ID:
 *             return lex.id
 *         elif feat_name == ORTH:             # <<<<<<<<<<<<<<
 *             return lex.orth
 *         elif feat_name == LOWER:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ORTH) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":57
 *             return lex.id
 *         elif feat_name == ORTH:
 *             return lex.orth             # <<<<<<<<<<<<<<
 *         elif feat_name == LOWER:
 *             return lex.lower
 */
    __pyx_r = __pyx_v_lex->orth;
    goto __pyx_L0;

    /* "lexeme.pxd":56
 *         elif feat_name == ID:
 *             return lex.id
 *         elif feat_name == ORTH:             # <<<<<<<<<<<<<<
 *             return lex.orth
 *         elif feat_name == LOWER:
 */
  }

  /* "lexeme.pxd":58
 *         elif feat_name == ORTH:
 *             return lex.orth
 *         elif feat_name == LOWER:             # <<<<<<<<<<<<<<
 *             return lex.lower
 *         elif feat_name == NORM:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LOWER) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":59
 *             return lex.orth
 *         elif feat_name == LOWER:
 *             return lex.lower             # <<<<<<<<<<<<<<
 *         elif feat_name == NORM:
 *             return lex.norm
 */
    __pyx_r = __pyx_v_lex->lower;
    goto __pyx_L0;

    /* "lexeme.pxd":58
 *         elif feat_name == ORTH:
 *             return lex.orth
 *         elif feat_name == LOWER:             # <<<<<<<<<<<<<<
 *             return lex.lower
 *         elif feat_name == NORM:
 */
  }

  /* "lexeme.pxd":60
 *         elif feat_name == LOWER:
 *             return lex.lower
 *         elif feat_name == NORM:             # <<<<<<<<<<<<<<
 *             return lex.norm
 *         elif feat_name == SHAPE:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_NORM) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":61
 *             return lex.lower
 *         elif feat_name == NORM:
 *             return lex.norm             # <<<<<<<<<<<<<<
 *         elif feat_name == SHAPE:
 *             return lex.shape
 */
    __pyx_r = __pyx_v_lex->norm;
    goto __pyx_L0;

    /* "lexeme.pxd":60
 *         elif feat_name == LOWER:
 *             return lex.lower
 *         elif feat_name == NORM:             # <<<<<<<<<<<<<<
 *             return lex.norm
 *         elif feat_name == SHAPE:
 */
  }

  /* "lexeme.pxd":62
 *         elif feat_name == NORM:
 *             return lex.norm
 *         elif feat_name == SHAPE:             # <<<<<<<<<<<<<<
 *             return lex.shape
 *         elif feat_name == PREFIX:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_SHAPE) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":63
 *             return lex.norm
 *         elif feat_name == SHAPE:
 *             return lex.shape             # <<<<<<<<<<<<<<
 *         elif feat_name == PREFIX:
 *             return lex.prefix
 */
    __pyx_r = __pyx_v_lex->shape;
    goto __pyx_L0;

    /* "lexeme.pxd":62
 *         elif feat_name == NORM:
 *             return lex.norm
 *         elif feat_name == SHAPE:             # <<<<<<<<<<<<<<
 *             return lex.shape
 *         elif feat_name == PREFIX:
 */
  }

  /* "lexeme.pxd":64
 *         elif feat_name == SHAPE:
 *             return lex.shape
 *         elif feat_name == PREFIX:             # <<<<<<<<<<<<<<
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_PREFIX) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":65
 *             return lex.shape
 *         elif feat_name == PREFIX:
 *             return lex.prefix             # <<<<<<<<<<<<<<
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
 */
    __pyx_r = __pyx_v_lex->prefix;
    goto __pyx_L0;

    /* "lexeme.pxd":64
 *         elif feat_name == SHAPE:
 *             return lex.shape
 *         elif feat_name == PREFIX:             # <<<<<<<<<<<<<<
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
 */
  }

  /* "lexeme.pxd":66
 *         elif feat_name == PREFIX:
 *             return lex.prefix
 *         elif feat_name == SUFFIX:             # <<<<<<<<<<<<<<
 *             return lex.suffix
 *         elif feat_name == LENGTH:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_SUFFIX) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":67
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
 *             return lex.suffix             # <<<<<<<<<<<<<<
 *         elif feat_name == LENGTH:
 *             return lex.length
 */
    __pyx_r = __pyx_v_lex->suffix;
    goto __pyx_L0;

    /* "lexeme.pxd":66
 *         elif feat_name == PREFIX:
 *             return lex.prefix
 *         elif feat_name == SUFFIX:             # <<<<<<<<<<<<<<
 *             return lex.suffix
 *         elif feat_name == LENGTH:
 */
  }

  /* "lexeme.pxd":68
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
 *         elif feat_name == LENGTH:             # <<<<<<<<<<<<<<
 *             return lex.length
 *         elif feat_name == LANG:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LENGTH) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":69
 *             return lex.suffix
 *         elif feat_name == LENGTH:
 *             return lex.length             # <<<<<<<<<<<<<<
 *         elif feat_name == LANG:
 *             return lex.lang
 */
    __pyx_r = __pyx_v_lex->length;
    goto __pyx_L0;

    /* "lexeme.pxd":68
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
 *         elif feat_name == LENGTH:             # <<<<<<<<<<<<<<
 *             return lex.length
 *         elif feat_name == LANG:
 */
  }

  /* "lexeme.pxd":70
 *         elif feat_name == LENGTH:
 *             return lex.length
 *         elif feat_name == LANG:             # <<<<<<<<<<<<<<
 *             return lex.lang
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LANG) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":71
 *             return lex.length
 *         elif feat_name == LANG:
 *             return lex.lang             # <<<<<<<<<<<<<<
 *         else:
 *             return 0
 */
    __pyx_r = __pyx_v_lex->lang;
    goto __pyx_L0;

    /* "lexeme.pxd":70
 *         elif feat_name == LENGTH:
 *             return lex.length
 *         elif feat_name == LANG:             # <<<<<<<<<<<<<<
 *             return lex.lang
 *         else:
 */
  }

  /* "lexeme.pxd":73
 *             return lex.lang
 *         else:
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
  /*else*/ {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "lexeme.pxd":48
 * 
 *     @staticmethod
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:             # <<<<<<<<<<<<<<
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("spacy.lexeme.Lexeme.get_struct_attr", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "lexeme.pxd":76
 * 
 *     @staticmethod
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):
 */

static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lexeme, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id) {
  __pyx_t_5spacy_8typedefs_flags_t __pyx_v_one;
  int __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("c_check_flag", __pyx_f[3], 76, 1, __PYX_ERR(3, 76, __pyx_L1_error));

  /* "lexeme.pxd":77
 *     @staticmethod
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
 *         cdef flags_t one = 1             # <<<<<<<<<<<<<<
 *         if lexeme.flags & (one << flag_id):
 *             return True
 */
  __pyx_v_one = 1;

  /* "lexeme.pxd":78
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):             # <<<<<<<<<<<<<<
 *             return True
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_lexeme->flags & (__pyx_v_one << __pyx_v_flag_id)) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":79
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):
 *             return True             # <<<<<<<<<<<<<<
 *         else:
 *             return False
 */
    __pyx_r = 1;
    goto __pyx_L0;

    /* "lexeme.pxd":78
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):             # <<<<<<<<<<<<<<
 *             return True
 *         else:
 */
  }

  /* "lexeme.pxd":81
 *             return True
 *         else:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
  /*else*/ {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "lexeme.pxd":76
 * 
 *     @staticmethod
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("spacy.lexeme.Lexeme.c_check_flag", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "lexeme.pxd":84
 * 
 *     @staticmethod
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if value:
 */

static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id, int __pyx_v_value) {
  __pyx_t_5spacy_8typedefs_flags_t __pyx_v_one;
  int __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("c_set_flag", __pyx_f[3], 84, 1, __PYX_ERR(3, 84, __pyx_L1_error));

  /* "lexeme.pxd":85
 *     @staticmethod
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
 *         cdef flags_t one = 1             # <<<<<<<<<<<<<<
 *         if value:
 *             lex.flags |= one << flag_id
 */
  __pyx_v_one = 1;

  /* "lexeme.pxd":86
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
 *         cdef flags_t one = 1
 *         if value:             # <<<<<<<<<<<<<<
 *             lex.flags |= one << flag_id
 *         else:
 */
  __pyx_t_1 = (__pyx_v_value != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":87
 *         cdef flags_t one = 1
 *         if value:
 *             lex.flags |= one << flag_id             # <<<<<<<<<<<<<<
 *         else:
 *             lex.flags &= ~(one << flag_id)
 */
    __pyx_v_lex->flags = (__pyx_v_lex->flags | (__pyx_v_one << __pyx_v_flag_id));

    /* "lexeme.pxd":86
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
 *         cdef flags_t one = 1
 *         if value:             # <<<<<<<<<<<<<<
 *             lex.flags |= one << flag_id
 *         else:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":89
 *             lex.flags |= one << flag_id
 *         else:
 *             lex.flags &= ~(one << flag_id)             # <<<<<<<<<<<<<<
 */
  /*else*/ {
    __pyx_v_lex->flags = (__pyx_v_lex->flags & (~(__pyx_v_one << __pyx_v_flag_id)));
  }
  __pyx_L3:;

  /* "lexeme.pxd":84
 * 
 *     @staticmethod
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if value:
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("spacy.lexeme.Lexeme.c_set_flag", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":123
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

/* Python wrapper */
static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_shape = 0;
  Py_ssize_t __pyx_v_itemsize;
  PyObject *__pyx_v_format = 0;
  PyObject *__pyx_v_mode = 0;
  int __pyx_v_allocate_buffer;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_shape,&__pyx_n_s_itemsize,&__pyx_n_s_format,&__pyx_n_s_mode,&__pyx_n_s_allocate_buffer,0};
    PyObject* values[5] = {0,0,0,0,0};
    values[3] = ((PyObject *)__pyx_n_s_c);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_shape)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_itemsize)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 1); __PYX_ERR(4, 123, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (likely((values[2] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_format)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 2); __PYX_ERR(4, 123, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  3:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_mode);
          if (value) { values[3] = value; kw_args--; }
        }
        CYTHON_FALLTHROUGH;
        case  4:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_allocate_buffer);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) __PYX_ERR(4, 123, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        CYTHON_FALLTHROUGH;
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        CYTHON_FALLTHROUGH;
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_shape = ((PyObject*)values[0]);
    __pyx_v_itemsize = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_itemsize == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 123, __pyx_L3_error)
    __pyx_v_format = values[2];
    __pyx_v_mode = values[3];
    if (values[4]) {
      __pyx_v_allocate_buffer = __Pyx_PyObject_IsTrue(values[4]); if (unlikely((__pyx_v_allocate_buffer == (int)-1) && PyErr_Occurred())) __PYX_ERR(4, 124, __pyx_L3_error)
    } else {

      /* "View.MemoryView":124
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,
 *                   mode="c", bint allocate_buffer=True):             # <<<<<<<<<<<<<<
 * 
 *         cdef int idx
 */
      __pyx_v_allocate_buffer = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(4, 123, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.array.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_shape), (&PyTuple_Type), 1, "shape", 1))) __PYX_ERR(4, 123, __pyx_L1_error)
  if (unlikely(((PyObject *)__pyx_v_format) == Py_None)) {
    PyErr_Format(PyExc_TypeError, "Argument '%.200s' must not be None", "format"); __PYX_ERR(4, 123, __pyx_L1_error)
  }
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(((struct __pyx_array_obj *)__pyx_v_self), __pyx_v_shape, __pyx_v_itemsize, __pyx_v_format, __pyx_v_mode, __pyx_v_allocate_buffer);

  /* "View.MemoryView":123
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

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) {
  int __pyx_v_idx;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_dim;
  PyObject **__pyx_v_p;
  char __pyx_v_order;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  char *__pyx_t_7;
  int __pyx_t_8;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);
  __Pyx_TraceCall("__cinit__", __pyx_f[4], 123, 0, __PYX_ERR(4, 123, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_format);

  /* "View.MemoryView":130
 *         cdef PyObject **p
 * 
 *         self.ndim = <int> len(shape)             # <<<<<<<<<<<<<<
 *         self.itemsize = itemsize
 * 
 */
  if (unlikely(__pyx_v_shape == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    __PYX_ERR(4, 130, __pyx_L1_error)
  }
  __pyx_t_1 = PyTuple_GET_SIZE(__pyx_v_shape); if (unlikely(__pyx_t_1 == ((Py_ssize_t)-1))) __PYX_ERR(4, 130, __pyx_L1_error)
  __pyx_v_self->ndim = ((int)__pyx_t_1);

  /* "View.MemoryView":131
 * 
 *         self.ndim = <int> len(shape)
 *         self.itemsize = itemsize             # <<<<<<<<<<<<<<
 * 
 *         if not self.ndim:
 */
  __pyx_v_self->itemsize = __pyx_v_itemsize;

  /* "View.MemoryView":133
 *         self.itemsize = itemsize
 * 
 *         if not self.ndim:             # <<<<<<<<<<<<<<
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_self->ndim != 0)) != 0);
  if (unlikely(__pyx_t_2)) {

    /* "View.MemoryView":134
 * 
 *         if not self.ndim:
 *             raise ValueError("Empty shape tuple for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if itemsize <= 0:
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__28, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 134, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(4, 134, __pyx_L1_error)

    /* "View.MemoryView":133
 *         self.itemsize = itemsize
 * 
 *         if not self.ndim:             # <<<<<<<<<<<<<<
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 */
  }

  /* "View.MemoryView":136
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 *         if itemsize <= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 */
  __pyx_t_2 = ((__pyx_v_itemsize <= 0) != 0);
  if (unlikely(__pyx_t_2)) {

    /* "View.MemoryView":137
 * 
 *         if itemsize <= 0:
 *             raise ValueError("itemsize <= 0 for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if not isinstance(format, bytes):
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__29, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 137, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(4, 137, __pyx_L1_error)

    /* "View.MemoryView":136
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 *         if itemsize <= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 */
  }

  /* "View.MemoryView":139
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 *         if not isinstance(format, bytes):             # <<<<<<<<<<<<<<
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 */
  __pyx_t_2 = PyBytes_Check(__pyx_v_format); 
  __pyx_t_4 = ((!(__pyx_t_2 != 0)) != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":140
 * 
 *         if not isinstance(format, bytes):
 *             format = format.encode('ASCII')             # <<<<<<<<<<<<<<
 *         self._format = format  # keep a reference to the byte string
 *         self.format = self._format
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_format, __pyx_n_s_encode); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 140, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
      }
    }
    __pyx_t_3 = (__pyx_t_6) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_6, __pyx_n_s_ASCII) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_n_s_ASCII);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 140, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_format, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "View.MemoryView":139
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 *         if not isinstance(format, bytes):             # <<<<<<<<<<<<<<
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 */
  }

  /* "View.MemoryView":141
 *         if not isinstance(format, bytes):
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string             # <<<<<<<<<<<<<<
 *         self.format = self._format
 * 
 */
  if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) __PYX_ERR(4, 141, __pyx_L1_error)
  __pyx_t_3 = __pyx_v_format;
  __Pyx_INCREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->_format);
  __Pyx_DECREF(__pyx_v_self->_format);
  __pyx_v_self->_format = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "View.MemoryView":142
 *             format = format.encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 *         self.format = self._format             # <<<<<<<<<<<<<<
 * 
 * 
 */
  if (unlikely(__pyx_v_self->_format == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "expected bytes, NoneType found");
    __PYX_ERR(4, 142, __pyx_L1_error)
  }
  __pyx_t_7 = __Pyx_PyBytes_AsWritableString(__pyx_v_self->_format); if (unlikely((!__pyx_t_7) && PyErr_Occurred())) __PYX_ERR(4, 142, __pyx_L1_error)
  __pyx_v_self->format = __pyx_t_7;

  /* "View.MemoryView":145
 * 
 * 
 *         self._shape = <Py_ssize_t *> PyObject_Malloc(sizeof(Py_ssize_t)*self.ndim*2)             # <<<<<<<<<<<<<<
 *         self._strides = self._shape + self.ndim
 * 
 */
  __pyx_v_self->_shape = ((Py_ssize_t *)PyObject_Malloc((((sizeof(Py_ssize_t)) * __pyx_v_self->ndim) * 2)));

  /* "View.MemoryView":146
 * 
 *         self._shape = <Py_ssize_t *> PyObject_Malloc(sizeof(Py_ssize_t)*self.ndim*2)
 *         self._strides = self._shape + self.ndim             # <<<<<<<<<<<<<<
 * 
 *         if not self._shape:
 */
  __pyx_v_self->_strides = (__pyx_v_self->_shape + __pyx_v_self->ndim);

  /* "View.MemoryView":148
 *         self._strides = self._shape + self.ndim
 * 
 *         if not self._shape:             # <<<<<<<<<<<<<<
 *             raise MemoryError("unable to allocate shape and strides.")
 * 
 */
  __pyx_t_4 = ((!(__pyx_v_self->_shape != 0)) != 0);
  if (unlikely(__pyx_t_4)) {

    /* "View.MemoryView":149
 * 
 *         if not self._shape:
 *             raise MemoryError("unable to allocate shape and strides.")             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__30, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 149, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(4, 149, __pyx_L1_error)

    /* "View.MemoryView":148
 *         self._strides = self._shape + self.ndim
 * 
 *         if not self._shape:             # <<<<<<<<<<<<<<
 *             raise MemoryError("unable to allocate shape and strides.")
 * 
 */
  }

  /* "View.MemoryView":152
 * 
 * 
 *         for idx, dim in enumerate(shape):             # <<<<<<<<<<<<<<
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 */
  __pyx_t_8 = 0;
  __pyx_t_3 = __pyx_v_shape; __Pyx_INCREF(__pyx_t_3); __pyx_t_1 = 0;
  for (;;) {
    if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_5); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(4, 152, __pyx_L1_error)
    #else
    __pyx_t_5 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 152, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    #endif
    __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_5); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 152, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_v_dim = __pyx_t_9;
    __pyx_v_idx = __pyx_t_8;
    __pyx_t_8 = (__pyx_t_8 + 1);

    /* "View.MemoryView":153
 * 
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:             # <<<<<<<<<<<<<<
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim
 */
    __pyx_t_4 = ((__pyx_v_dim <= 0) != 0);
    if (unlikely(__pyx_t_4)) {

      /* "View.MemoryView":154
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))             # <<<<<<<<<<<<<<
 *             self._shape[idx] = dim
 * 
 */
      __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_idx); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 154, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 154, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) __PYX_ERR(4, 154, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_5);
      __Pyx_GIVEREF(__pyx_t_6);
      PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_6);
      __pyx_t_5 = 0;
      __pyx_t_6 = 0;
      __pyx_t_6 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_t_10); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 154, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_10 = __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_6); if (unlikely(!__pyx_t_10)) __PYX_ERR(4, 154, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_Raise(__pyx_t_10, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __PYX_ERR(4, 154, __pyx_L1_error)

      /* "View.MemoryView":153
 * 
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:             # <<<<<<<<<<<<<<
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim
 */
    }

    /* "View.MemoryView":155
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim             # <<<<<<<<<<<<<<
 * 
 *         cdef char order
 */
    (__pyx_v_self->_shape[__pyx_v_idx]) = __pyx_v_dim;

    /* "View.MemoryView":152
 * 
 * 
 *         for idx, dim in enumerate(shape):             # <<<<<<<<<<<<<<
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 */
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":158
 * 
 *         cdef char order
 *         if mode == 'fortran':             # <<<<<<<<<<<<<<
 *             order = b'F'
 *             self.mode = u'fortran'
 */
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_fortran, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) __PYX_ERR(4, 158, __pyx_L1_error)
  if (__pyx_t_4) {

    /* "View.MemoryView":159
 *         cdef char order
 *         if mode == 'fortran':
 *             order = b'F'             # <<<<<<<<<<<<<<
 *             self.mode = u'fortran'
 *         elif mode == 'c':
 */
    __pyx_v_order = 'F';

    /* "View.MemoryView":160
 *         if mode == 'fortran':
 *             order = b'F'
 *             self.mode = u'fortran'             # <<<<<<<<<<<<<<
 *         elif mode == 'c':
 *             order = b'C'
 */
    __Pyx_INCREF(__pyx_n_u_fortran);
    __Pyx_GIVEREF(__pyx_n_u_fortran);
    __Pyx_GOTREF(__pyx_v_self->mode);
    __Pyx_DECREF(__pyx_v_self->mode);
    __pyx_v_self->mode = __pyx_n_u_fortran;

    /* "View.MemoryView":158
 * 
 *         cdef char order
 *         if mode == 'fortran':             # <<<<<<<<<<<<<<
 *             order = b'F'
 *             self.mode = u'fortran'
 */
    goto __pyx_L10;
  }

  /* "View.MemoryView":161
 *             order = b'F'
 *             self.mode = u'fortran'
 *         elif mode == 'c':             # <<<<<<<<<<<<<<
 *             order = b'C'
 *             self.mode = u'c'
 */
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_c, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) __PYX_ERR(4, 161, __pyx_L1_error)
  if (likely(__pyx_t_4)) {

    /* "View.MemoryView":162
 *             self.mode = u'fortran'
 *         elif mode == 'c':
 *             order = b'C'             # <<<<<<<<<<<<<<
 *             self.mode = u'c'
 *         else:
 */
    __pyx_v_order = 'C';

    /* "View.MemoryView":163
 *         elif mode == 'c':
 *             order = b'C'
 *             self.mode = u'c'             # <<<<<<<<<<<<<<
 *         else:
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)
 */
    __Pyx_INCREF(__pyx_n_u_c);
    __Pyx_GIVEREF(__pyx_n_u_c);
    __Pyx_GOTREF(__pyx_v_self->mode);
    __Pyx_DECREF(__pyx_v_self->mode);
    __pyx_v_self->mode = __pyx_n_u_c;

    /* "View.MemoryView":161
 *             order = b'F'
 *             self.mode = u'fortran'
 *         elif mode == 'c':             # <<<<<<<<<<<<<<
 *             order = b'C'
 *             self.mode = u'c'
 */
    goto __pyx_L10;
  }

  /* "View.MemoryView":165
 *             self.mode = u'c'
 *         else:
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)             # <<<<<<<<<<<<<<
 * 
 *         self.len = fill_contig_strides_array(self._shape, self._strides,
 */
  /*else*/ {
    __pyx_t_3 = __Pyx_PyString_FormatSafe(__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_v_mode); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 165, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_10 = __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_3); if (unlikely(!__pyx_t_10)) __PYX_ERR(4, 165, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_Raise(__pyx_t_10, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __PYX_ERR(4, 165, __pyx_L1_error)
  }
  __pyx_L10:;

  /* "View.MemoryView":167
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)
 * 
 *         self.len = fill_contig_strides_array(self._shape, self._strides,             # <<<<<<<<<<<<<<
 *                                              itemsize, self.ndim, order)
 * 
 */
  __pyx_v_self->len = __pyx_fill_contig_strides_array(__pyx_v_self->_shape, __pyx_v_self->_strides, __pyx_v_itemsize, __pyx_v_self->ndim, __pyx_v_order);

  /* "View.MemoryView":170
 *                                              itemsize, self.ndim, order)
 * 
 *         self.free_data = allocate_buffer             # <<<<<<<<<<<<<<
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:
 */
  __pyx_v_self->free_data = __pyx_v_allocate_buffer;

  /* "View.MemoryView":171
 * 
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'             # <<<<<<<<<<<<<<
 *         if allocate_buffer:
 * 
 */
  __pyx_t_10 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_10); if (unlikely(!__pyx_t_10)) __PYX_ERR(4, 171, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_10); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(4, 171, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __pyx_v_self->dtype_is_object = __pyx_t_4;

  /* "View.MemoryView":172
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_4 = (__pyx_v_allocate_buffer != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":175
 * 
 * 
 *             self.data = <char *>malloc(self.len)             # <<<<<<<<<<<<<<
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")
 */
    __pyx_v_self->data = ((char *)malloc(__pyx_v_self->len));

    /* "View.MemoryView":176
 * 
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:             # <<<<<<<<<<<<<<
 *                 raise MemoryError("unable to allocate array data.")
 * 
 */
    __pyx_t_4 = ((!(__pyx_v_self->data != 0)) != 0);
    if (unlikely(__pyx_t_4)) {

      /* "View.MemoryView":177
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")             # <<<<<<<<<<<<<<
 * 
 *             if self.dtype_is_object:
 */
      __pyx_t_10 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__31, NULL); if (unlikely(!__pyx_t_10)) __PYX_ERR(4, 177, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_Raise(__pyx_t_10, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __PYX_ERR(4, 177, __pyx_L1_error)

      /* "View.MemoryView":176
 * 
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:             # <<<<<<<<<<<<<<
 *                 raise MemoryError("unable to allocate array data.")
 * 
 */
    }

    /* "View.MemoryView":179
 *                 raise MemoryError("unable to allocate array data.")
 * 
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 */
    __pyx_t_4 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":180
 * 
 *             if self.dtype_is_object:
 *                 p = <PyObject **> self.data             # <<<<<<<<<<<<<<
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None
 */
      __pyx_v_p = ((PyObject **)__pyx_v_self->data);

      /* "View.MemoryView":181
 *             if self.dtype_is_object:
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):             # <<<<<<<<<<<<<<
 *                     p[i] = Py_None
 *                     Py_INCREF(Py_None)
 */
      if (unlikely(__pyx_v_itemsize == 0)) {
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        __PYX_ERR(4, 181, __pyx_L1_error)
      }
      else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1)  && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_self->len))) {
        PyErr_SetString(PyExc_OverflowError, "value too large to perform division");
        __PYX_ERR(4, 181, __pyx_L1_error)
      }
      __pyx_t_1 = __Pyx_div_Py_ssize_t(__pyx_v_self->len, __pyx_v_itemsize);
      __pyx_t_9 = __pyx_t_1;
      for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_9; __pyx_t_11+=1) {
        __pyx_v_i = __pyx_t_11;

        /* "View.MemoryView":182
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None             # <<<<<<<<<<<<<<
 *                     Py_INCREF(Py_None)
 * 
 */
        (__pyx_v_p[__pyx_v_i]) = Py_None;

        /* "View.MemoryView":183
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None
 *                     Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
        Py_INCREF(Py_None);
      }

      /* "View.MemoryView":179
 *                 raise MemoryError("unable to allocate array data.")
 * 
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 */
    }

    /* "View.MemoryView":172
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":123
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("View.MemoryView.array.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_format);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":186
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_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));

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

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) {
  int __pyx_v_bufmode;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  char *__pyx_t_4;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  if (__pyx_v_info == NULL) {
    PyErr_SetString(PyExc_BufferError, "PyObject_GetBuffer: view==NULL argument is obsolete");
    return -1;
  }
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(__pyx_v_info->obj);
  __Pyx_TraceCall("__getbuffer__", __pyx_f[4], 186, 0, __PYX_ERR(4, 186, __pyx_L1_error));

  /* "View.MemoryView":187
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1             # <<<<<<<<<<<<<<
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 */
  __pyx_v_bufmode = -1;

  /* "View.MemoryView":188
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1
 *         if self.mode == u"c":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 */
  __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(4, 188, __pyx_L1_error)
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":189
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS             # <<<<<<<<<<<<<<
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 */
    __pyx_v_bufmode = (PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS);

    /* "View.MemoryView":188
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1
 *         if self.mode == u"c":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":190
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 */
  __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(4, 190, __pyx_L1_error)
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":191
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS             # <<<<<<<<<<<<<<
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 */
    __pyx_v_bufmode = (PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS);

    /* "View.MemoryView":190
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 */
  }
  __pyx_L3:;

  /* "View.MemoryView":192
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):             # <<<<<<<<<<<<<<
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 */
  __pyx_t_1 = ((!((__pyx_v_flags & __pyx_v_bufmode) != 0)) != 0);
  if (unlikely(__pyx_t_1)) {

    /* "View.MemoryView":193
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")             # <<<<<<<<<<<<<<
 *         info.buf = self.data
 *         info.len = self.len
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__32, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 193, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(4, 193, __pyx_L1_error)

    /* "View.MemoryView":192
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):             # <<<<<<<<<<<<<<
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 */
  }

  /* "View.MemoryView":194
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data             # <<<<<<<<<<<<<<
 *         info.len = self.len
 *         info.ndim = self.ndim
 */
  __pyx_t_4 = __pyx_v_self->data;
  __pyx_v_info->buf = __pyx_t_4;

  /* "View.MemoryView":195
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 *         info.len = self.len             # <<<<<<<<<<<<<<
 *         info.ndim = self.ndim
 *         info.shape = self._shape
 */
  __pyx_t_5 = __pyx_v_self->len;
  __pyx_v_info->len = __pyx_t_5;

  /* "View.MemoryView":196
 *         info.buf = self.data
 *         info.len = self.len
 *         info.ndim = self.ndim             # <<<<<<<<<<<<<<
 *         info.shape = self._shape
 *         info.strides = self._strides
 */
  __pyx_t_6 = __pyx_v_self->ndim;
  __pyx_v_info->ndim = __pyx_t_6;

  /* "View.MemoryView":197
 *         info.len = self.len
 *         info.ndim = self.ndim
 *         info.shape = self._shape             # <<<<<<<<<<<<<<
 *         info.strides = self._strides
 *         info.suboffsets = NULL
 */
  __pyx_t_7 = __pyx_v_self->_shape;
  __pyx_v_info->shape = __pyx_t_7;

  /* "View.MemoryView":198
 *         info.ndim = self.ndim
 *         info.shape = self._shape
 *         info.strides = self._strides             # <<<<<<<<<<<<<<
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize
 */
  __pyx_t_7 = __pyx_v_self->_strides;
  __pyx_v_info->strides = __pyx_t_7;

  /* "View.MemoryView":199
 *         info.shape = self._shape
 *         info.strides = self._strides
 *         info.suboffsets = NULL             # <<<<<<<<<<<<<<
 *         info.itemsize = self.itemsize
 *         info.readonly = 0
 */
  __pyx_v_info->suboffsets = NULL;

  /* "View.MemoryView":200
 *         info.strides = self._strides
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize             # <<<<<<<<<<<<<<
 *         info.readonly = 0
 * 
 */
  __pyx_t_5 = __pyx_v_self->itemsize;
  __pyx_v_info->itemsize = __pyx_t_5;

  /* "View.MemoryView":201
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize
 *         info.readonly = 0             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
  __pyx_v_info->readonly = 0;

  /* "View.MemoryView":203
 *         info.readonly = 0
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.format
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":204
 * 
 *         if flags & PyBUF_FORMAT:
 *             info.format = self.format             # <<<<<<<<<<<<<<
 *         else:
 *             info.format = NULL
 */
    __pyx_t_4 = __pyx_v_self->format;
    __pyx_v_info->format = __pyx_t_4;

    /* "View.MemoryView":203
 *         info.readonly = 0
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.format
 *         else:
 */
    goto __pyx_L5;
  }

  /* "View.MemoryView":206
 *             info.format = self.format
 *         else:
 *             info.format = NULL             # <<<<<<<<<<<<<<
 * 
 *         info.obj = self
 */
  /*else*/ {
    __pyx_v_info->format = NULL;
  }
  __pyx_L5:;

  /* "View.MemoryView":208
 *             info.format = NULL
 * 
 *         info.obj = self             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __Pyx_GOTREF(__pyx_v_info->obj);
  __Pyx_DECREF(__pyx_v_info->obj);
  __pyx_v_info->obj = ((PyObject *)__pyx_v_self);

  /* "View.MemoryView":186
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.array.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  if (__pyx_v_info->obj != NULL) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = 0;
  }
  goto __pyx_L2;
  __pyx_L0:;
  if (__pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = 0;
  }
  __pyx_L2:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":212
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 * 
 *     def __dealloc__(array self):             # <<<<<<<<<<<<<<
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 */

/* Python wrapper */
static void __pyx_array___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_array___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(((struct __pyx_array_obj *)__pyx_v_self));

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

static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self) {
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__dealloc__", 0);
  __Pyx_TraceCall("__dealloc__", __pyx_f[4], 212, 0, __PYX_ERR(4, 212, __pyx_L1_error));

  /* "View.MemoryView":213
 * 
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:             # <<<<<<<<<<<<<<
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 */
  __pyx_t_1 = ((__pyx_v_self->callback_free_data != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":214
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)             # <<<<<<<<<<<<<<
 *         elif self.free_data:
 *             if self.dtype_is_object:
 */
    __pyx_v_self->callback_free_data(__pyx_v_self->data);

    /* "View.MemoryView":213
 * 
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:             # <<<<<<<<<<<<<<
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":215
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 *         elif self.free_data:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,
 */
  __pyx_t_1 = (__pyx_v_self->free_data != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":216
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 */
    __pyx_t_1 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":217
 *         elif self.free_data:
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,             # <<<<<<<<<<<<<<
 *                                           self._strides, self.ndim, False)
 *             free(self.data)
 */
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_self->data, __pyx_v_self->_shape, __pyx_v_self->_strides, __pyx_v_self->ndim, 0);

      /* "View.MemoryView":216
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 */
    }

    /* "View.MemoryView":219
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 *             free(self.data)             # <<<<<<<<<<<<<<
 *         PyObject_Free(self._shape)
 * 
 */
    free(__pyx_v_self->data);

    /* "View.MemoryView":215
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 *         elif self.free_data:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,
 */
  }
  __pyx_L3:;

  /* "View.MemoryView":220
 *                                           self._strides, self.ndim, False)
 *             free(self.data)
 *         PyObject_Free(self._shape)             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  PyObject_Free(__pyx_v_self->_shape);

  /* "View.MemoryView":212
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 * 
 *     def __dealloc__(array self):             # <<<<<<<<<<<<<<
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.array.__dealloc__", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":223
 * 
 *     @property
 *     def memview(self):             # <<<<<<<<<<<<<<
 *         return self.get_memview()
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_5array_7memview___get__(((struct __pyx_array_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 223, 0, __PYX_ERR(4, 223, __pyx_L1_error));

  /* "View.MemoryView":224
 *     @property
 *     def memview(self):
 *         return self.get_memview()             # <<<<<<<<<<<<<<
 * 
 *     @cname('get_memview')
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = ((struct __pyx_vtabstruct_array *)__pyx_v_self->__pyx_vtab)->get_memview(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 224, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":223
 * 
 *     @property
 *     def memview(self):             # <<<<<<<<<<<<<<
 *         return self.get_memview()
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.array.memview.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":227
 * 
 *     @cname('get_memview')
 *     cdef get_memview(self):             # <<<<<<<<<<<<<<
 *         flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 *         return  memoryview(self, flags, self.dtype_is_object)
 */

static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self) {
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_memview", 0);
  __Pyx_TraceCall("get_memview", __pyx_f[4], 227, 0, __PYX_ERR(4, 227, __pyx_L1_error));

  /* "View.MemoryView":228
 *     @cname('get_memview')
 *     cdef get_memview(self):
 *         flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE             # <<<<<<<<<<<<<<
 *         return  memoryview(self, flags, self.dtype_is_object)
 * 
 */
  __pyx_v_flags = ((PyBUF_ANY_CONTIGUOUS | PyBUF_FORMAT) | PyBUF_WRITABLE);

  /* "View.MemoryView":229
 *     cdef get_memview(self):
 *         flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 *         return  memoryview(self, flags, self.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 *     def __len__(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 229, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 229, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 229, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 229, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":227
 * 
 *     @cname('get_memview')
 *     cdef get_memview(self):             # <<<<<<<<<<<<<<
 *         flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 *         return  memoryview(self, flags, self.dtype_is_object)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.array.get_memview", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":231
 *         return  memoryview(self, flags, self.dtype_is_object)
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         return self._shape[0]
 * 
 */

/* Python wrapper */
static Py_ssize_t __pyx_array___len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_array___len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(((struct __pyx_array_obj *)__pyx_v_self));

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

static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__len__", 0);
  __Pyx_TraceCall("__len__", __pyx_f[4], 231, 0, __PYX_ERR(4, 231, __pyx_L1_error));

  /* "View.MemoryView":232
 * 
 *     def __len__(self):
 *         return self._shape[0]             # <<<<<<<<<<<<<<
 * 
 *     def __getattr__(self, attr):
 */
  __pyx_r = (__pyx_v_self->_shape[0]);
  goto __pyx_L0;

  /* "View.MemoryView":231
 *         return  memoryview(self, flags, self.dtype_is_object)
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         return self._shape[0]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("View.MemoryView.array.__len__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":234
 *         return self._shape[0]
 * 
 *     def __getattr__(self, attr):             # <<<<<<<<<<<<<<
 *         return getattr(self.memview, attr)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_array___getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_attr); /*proto*/
static PyObject *__pyx_array___getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_attr) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getattr__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_attr));

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

static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getattr__", 0);
  __Pyx_TraceCall("__getattr__", __pyx_f[4], 234, 0, __PYX_ERR(4, 234, __pyx_L1_error));

  /* "View.MemoryView":235
 * 
 *     def __getattr__(self, attr):
 *         return getattr(self.memview, attr)             # <<<<<<<<<<<<<<
 * 
 *     def __getitem__(self, item):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_GetAttr(__pyx_t_1, __pyx_v_attr); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":234
 *         return self._shape[0]
 * 
 *     def __getattr__(self, attr):             # <<<<<<<<<<<<<<
 *         return getattr(self.memview, attr)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.array.__getattr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":237
 *         return getattr(self.memview, attr)
 * 
 *     def __getitem__(self, item):             # <<<<<<<<<<<<<<
 *         return self.memview[item]
 * 
 */

/* Python wrapper */
static PyObject *__pyx_array___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item); /*proto*/
static PyObject *__pyx_array___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_item));

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

static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);
  __Pyx_TraceCall("__getitem__", __pyx_f[4], 237, 0, __PYX_ERR(4, 237, __pyx_L1_error));

  /* "View.MemoryView":238
 * 
 *     def __getitem__(self, item):
 *         return self.memview[item]             # <<<<<<<<<<<<<<
 * 
 *     def __setitem__(self, item, value):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 238, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetItem(__pyx_t_1, __pyx_v_item); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 238, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":237
 *         return getattr(self.memview, attr)
 * 
 *     def __getitem__(self, item):             # <<<<<<<<<<<<<<
 *         return self.memview[item]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.array.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":240
 *         return self.memview[item]
 * 
 *     def __setitem__(self, item, value):             # <<<<<<<<<<<<<<
 *         self.memview[item] = value
 * 
 */

/* Python wrapper */
static int __pyx_array___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /*proto*/
static int __pyx_array___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
  __pyx_r = __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_item), ((PyObject *)__pyx_v_value));

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

static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setitem__", 0);
  __Pyx_TraceCall("__setitem__", __pyx_f[4], 240, 0, __PYX_ERR(4, 240, __pyx_L1_error));

  /* "View.MemoryView":241
 * 
 *     def __setitem__(self, item, value):
 *         self.memview[item] = value             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 241, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) __PYX_ERR(4, 241, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "View.MemoryView":240
 *         return self.memview[item]
 * 
 *     def __setitem__(self, item, value):             # <<<<<<<<<<<<<<
 *         self.memview[item] = value
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.array.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_array_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef___pyx_array_1__reduce_cython__ = {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_array_1__reduce_cython__, METH_NOARGS, 0};
static PyObject *__pyx_pw___pyx_array_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__reduce_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_array___reduce_cython__(((struct __pyx_array_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__reduce_cython__", 0);
  __Pyx_TraceCall("__reduce_cython__", __pyx_f[4], 1, 0, __PYX_ERR(4, 1, __pyx_L1_error));

  /* "(tree fragment)":2
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__33, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 2, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __PYX_ERR(4, 2, __pyx_L1_error)

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.array.__reduce_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_array_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state); /*proto*/
static PyMethodDef __pyx_mdef___pyx_array_3__setstate_cython__ = {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_array_3__setstate_cython__, METH_O, 0};
static PyObject *__pyx_pw___pyx_array_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setstate_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_array_2__setstate_cython__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v___pyx_state));

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

static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setstate_cython__", 0);
  __Pyx_TraceCall("__setstate_cython__", __pyx_f[4], 3, 0, __PYX_ERR(4, 3, __pyx_L1_error));

  /* "(tree fragment)":4
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__34, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __PYX_ERR(4, 4, __pyx_L1_error)

  /* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.array.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":245
 * 
 * @cname("__pyx_array_new")
 * cdef array array_cwrapper(tuple shape, Py_ssize_t itemsize, char *format,             # <<<<<<<<<<<<<<
 *                           char *mode, char *buf):
 *     cdef array result
 */

static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, char *__pyx_v_format, char *__pyx_v_mode, char *__pyx_v_buf) {
  struct __pyx_array_obj *__pyx_v_result = 0;
  struct __pyx_array_obj *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("array_cwrapper", 0);
  __Pyx_TraceCall("array_cwrapper", __pyx_f[4], 245, 0, __PYX_ERR(4, 245, __pyx_L1_error));

  /* "View.MemoryView":249
 *     cdef array result
 * 
 *     if buf == NULL:             # <<<<<<<<<<<<<<
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_buf == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":250
 * 
 *     if buf == NULL:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))             # <<<<<<<<<<<<<<
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 */
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 250, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 250, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 250, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 250, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_INCREF(__pyx_v_shape);
    __Pyx_GIVEREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_shape);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_5, 3, __pyx_t_4);
    __pyx_t_2 = 0;
    __pyx_t_3 = 0;
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 250, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_4);
    __pyx_t_4 = 0;

    /* "View.MemoryView":249
 *     cdef array result
 * 
 *     if buf == NULL:             # <<<<<<<<<<<<<<
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":252
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),             # <<<<<<<<<<<<<<
 *                        allocate_buffer=False)
 *         result.data = buf
 */
  /*else*/ {
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 252, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 252, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 252, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 252, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_v_shape);
    __Pyx_GIVEREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_shape);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_2, 3, __pyx_t_3);
    __pyx_t_4 = 0;
    __pyx_t_5 = 0;
    __pyx_t_3 = 0;

    /* "View.MemoryView":253
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 *                        allocate_buffer=False)             # <<<<<<<<<<<<<<
 *         result.data = buf
 * 
 */
    __pyx_t_3 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 253, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) __PYX_ERR(4, 253, __pyx_L1_error)

    /* "View.MemoryView":252
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),             # <<<<<<<<<<<<<<
 *                        allocate_buffer=False)
 *         result.data = buf
 */
    __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)__pyx_array_type), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 252, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_5);
    __pyx_t_5 = 0;

    /* "View.MemoryView":254
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 *                        allocate_buffer=False)
 *         result.data = buf             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_v_result->data = __pyx_v_buf;
  }
  __pyx_L3:;

  /* "View.MemoryView":256
 *         result.data = buf
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":245
 * 
 * @cname("__pyx_array_new")
 * cdef array array_cwrapper(tuple shape, Py_ssize_t itemsize, char *format,             # <<<<<<<<<<<<<<
 *                           char *mode, char *buf):
 *     cdef array result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.array_cwrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":282
 * cdef class Enum(object):
 *     cdef object name
 *     def __init__(self, name):             # <<<<<<<<<<<<<<
 *         self.name = name
 *     def __repr__(self):
 */

/* Python wrapper */
static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_name = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_name,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_name)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) __PYX_ERR(4, 282, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_name = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(4, 282, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.Enum.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self), __pyx_v_name);

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

static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);
  __Pyx_TraceCall("__init__", __pyx_f[4], 282, 0, __PYX_ERR(4, 282, __pyx_L1_error));

  /* "View.MemoryView":283
 *     cdef object name
 *     def __init__(self, name):
 *         self.name = name             # <<<<<<<<<<<<<<
 *     def __repr__(self):
 *         return self.name
 */
  __Pyx_INCREF(__pyx_v_name);
  __Pyx_GIVEREF(__pyx_v_name);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_v_name;

  /* "View.MemoryView":282
 * cdef class Enum(object):
 *     cdef object name
 *     def __init__(self, name):             # <<<<<<<<<<<<<<
 *         self.name = name
 *     def __repr__(self):
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("View.MemoryView.Enum.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":284
 *     def __init__(self, name):
 *         self.name = name
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return self.name
 * 
 */

/* Python wrapper */
static PyObject *__pyx_MemviewEnum___repr__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_MemviewEnum___repr__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__ (wrapper)", 0);
  __pyx_r = __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self));

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

static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__repr__", 0);
  __Pyx_TraceCall("__repr__", __pyx_f[4], 284, 0, __PYX_ERR(4, 284, __pyx_L1_error));

  /* "View.MemoryView":285
 *         self.name = name
 *     def __repr__(self):
 *         return self.name             # <<<<<<<<<<<<<<
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->name);
  __pyx_r = __pyx_v_self->name;
  goto __pyx_L0;

  /* "View.MemoryView":284
 *     def __init__(self, name):
 *         self.name = name
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return self.name
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("View.MemoryView.Enum.__repr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     cdef tuple state
 *     cdef object _dict
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_MemviewEnum_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef___pyx_MemviewEnum_1__reduce_cython__ = {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, METH_NOARGS, 0};
static PyObject *__pyx_pw___pyx_MemviewEnum_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__reduce_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_MemviewEnum___reduce_cython__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self) {
  PyObject *__pyx_v_state = 0;
  PyObject *__pyx_v__dict = 0;
  int __pyx_v_use_setstate;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__reduce_cython__", 0);
  __Pyx_TraceCall("__reduce_cython__", __pyx_f[4], 1, 0, __PYX_ERR(4, 1, __pyx_L1_error));

  /* "(tree fragment)":5
 *     cdef object _dict
 *     cdef bint use_setstate
 *     state = (self.name,)             # <<<<<<<<<<<<<<
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_self->name);
  __Pyx_GIVEREF(__pyx_v_self->name);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_self->name);
  __pyx_v_state = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "(tree fragment)":6
 *     cdef bint use_setstate
 *     state = (self.name,)
 *     _dict = getattr(self, '__dict__', None)             # <<<<<<<<<<<<<<
 *     if _dict is not None:
 *         state += (_dict,)
 */
  __pyx_t_1 = __Pyx_GetAttr3(((PyObject *)__pyx_v_self), __pyx_n_s_dict, Py_None); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 6, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v__dict = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "(tree fragment)":7
 *     state = (self.name,)
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:             # <<<<<<<<<<<<<<
 *         state += (_dict,)
 *         use_setstate = True
 */
  __pyx_t_2 = (__pyx_v__dict != Py_None);
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "(tree fragment)":8
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:
 *         state += (_dict,)             # <<<<<<<<<<<<<<
 *         use_setstate = True
 *     else:
 */
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 8, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_v__dict);
    __Pyx_GIVEREF(__pyx_v__dict);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v__dict);
    __pyx_t_4 = PyNumber_InPlaceAdd(__pyx_v_state, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 8, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF_SET(__pyx_v_state, ((PyObject*)__pyx_t_4));
    __pyx_t_4 = 0;

    /* "(tree fragment)":9
 *     if _dict is not None:
 *         state += (_dict,)
 *         use_setstate = True             # <<<<<<<<<<<<<<
 *     else:
 *         use_setstate = self.name is not None
 */
    __pyx_v_use_setstate = 1;

    /* "(tree fragment)":7
 *     state = (self.name,)
 *     _dict = getattr(self, '__dict__', None)
 *     if _dict is not None:             # <<<<<<<<<<<<<<
 *         state += (_dict,)
 *         use_setstate = True
 */
    goto __pyx_L3;
  }

  /* "(tree fragment)":11
 *         use_setstate = True
 *     else:
 *         use_setstate = self.name is not None             # <<<<<<<<<<<<<<
 *     if use_setstate:
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, None), state
 */
  /*else*/ {
    __pyx_t_3 = (__pyx_v_self->name != Py_None);
    __pyx_v_use_setstate = __pyx_t_3;
  }
  __pyx_L3:;

  /* "(tree fragment)":12
 *     else:
 *         use_setstate = self.name is not None
 *     if use_setstate:             # <<<<<<<<<<<<<<
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, None), state
 *     else:
 */
  __pyx_t_3 = (__pyx_v_use_setstate != 0);
  if (__pyx_t_3) {

    /* "(tree fragment)":13
 *         use_setstate = self.name is not None
 *     if use_setstate:
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, None), state             # <<<<<<<<<<<<<<
 *     else:
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, state)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_pyx_unpickle_Enum); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 13, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = PyTuple_New(3); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 13, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    __Pyx_GIVEREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    __Pyx_INCREF(__pyx_int_184977713);
    __Pyx_GIVEREF(__pyx_int_184977713);
    PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_184977713);
    __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(Py_None);
    PyTuple_SET_ITEM(__pyx_t_1, 2, Py_None);
    __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 13, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_1);
    __Pyx_INCREF(__pyx_v_state);
    __Pyx_GIVEREF(__pyx_v_state);
    PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_v_state);
    __pyx_t_4 = 0;
    __pyx_t_1 = 0;
    __pyx_r = __pyx_t_5;
    __pyx_t_5 = 0;
    goto __pyx_L0;

    /* "(tree fragment)":12
 *     else:
 *         use_setstate = self.name is not None
 *     if use_setstate:             # <<<<<<<<<<<<<<
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, None), state
 *     else:
 */
  }

  /* "(tree fragment)":15
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, None), state
 *     else:
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, state)             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     __pyx_unpickle_Enum__set_state(self, __pyx_state)
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_pyx_unpickle_Enum); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 15, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_1 = PyTuple_New(3); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 15, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    __Pyx_GIVEREF(((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))));
    __Pyx_INCREF(__pyx_int_184977713);
    __Pyx_GIVEREF(__pyx_int_184977713);
    PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_int_184977713);
    __Pyx_INCREF(__pyx_v_state);
    __Pyx_GIVEREF(__pyx_v_state);
    PyTuple_SET_ITEM(__pyx_t_1, 2, __pyx_v_state);
    __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 15, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_1);
    __pyx_t_5 = 0;
    __pyx_t_1 = 0;
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L0;
  }

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     cdef tuple state
 *     cdef object _dict
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.Enum.__reduce_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_state);
  __Pyx_XDECREF(__pyx_v__dict);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":16
 *     else:
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, state)
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_unpickle_Enum__set_state(self, __pyx_state)
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_MemviewEnum_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state); /*proto*/
static PyMethodDef __pyx_mdef___pyx_MemviewEnum_3__setstate_cython__ = {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, METH_O, 0};
static PyObject *__pyx_pw___pyx_MemviewEnum_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setstate_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_MemviewEnum_2__setstate_cython__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self), ((PyObject *)__pyx_v___pyx_state));

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

static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setstate_cython__", 0);
  __Pyx_TraceCall("__setstate_cython__", __pyx_f[4], 16, 0, __PYX_ERR(4, 16, __pyx_L1_error));

  /* "(tree fragment)":17
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, state)
 * def __setstate_cython__(self, __pyx_state):
 *     __pyx_unpickle_Enum__set_state(self, __pyx_state)             # <<<<<<<<<<<<<<
 */
  if (!(likely(PyTuple_CheckExact(__pyx_v___pyx_state))||((__pyx_v___pyx_state) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "tuple", Py_TYPE(__pyx_v___pyx_state)->tp_name), 0))) __PYX_ERR(4, 17, __pyx_L1_error)
  __pyx_t_1 = __pyx_unpickle_Enum__set_state(__pyx_v_self, ((PyObject*)__pyx_v___pyx_state)); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 17, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "(tree fragment)":16
 *     else:
 *         return __pyx_unpickle_Enum, (type(self), 0xb068931, state)
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_unpickle_Enum__set_state(self, __pyx_state)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.Enum.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":299
 * 
 * @cname('__pyx_align_pointer')
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:             # <<<<<<<<<<<<<<
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory
 */

static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) {
  Py_intptr_t __pyx_v_aligned_p;
  size_t __pyx_v_offset;
  void *__pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("align_pointer", __pyx_f[4], 299, 1, __PYX_ERR(4, 299, __pyx_L1_error));

  /* "View.MemoryView":301
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory             # <<<<<<<<<<<<<<
 *     cdef size_t offset
 * 
 */
  __pyx_v_aligned_p = ((Py_intptr_t)__pyx_v_memory);

  /* "View.MemoryView":305
 * 
 *     with cython.cdivision(True):
 *         offset = aligned_p % alignment             # <<<<<<<<<<<<<<
 * 
 *     if offset > 0:
 */
  __pyx_v_offset = (__pyx_v_aligned_p % __pyx_v_alignment);

  /* "View.MemoryView":307
 *         offset = aligned_p % alignment
 * 
 *     if offset > 0:             # <<<<<<<<<<<<<<
 *         aligned_p += alignment - offset
 * 
 */
  __pyx_t_1 = ((__pyx_v_offset > 0) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":308
 * 
 *     if offset > 0:
 *         aligned_p += alignment - offset             # <<<<<<<<<<<<<<
 * 
 *     return <void *> aligned_p
 */
    __pyx_v_aligned_p = (__pyx_v_aligned_p + (__pyx_v_alignment - __pyx_v_offset));

    /* "View.MemoryView":307
 *         offset = aligned_p % alignment
 * 
 *     if offset > 0:             # <<<<<<<<<<<<<<
 *         aligned_p += alignment - offset
 * 
 */
  }

  /* "View.MemoryView":310
 *         aligned_p += alignment - offset
 * 
 *     return <void *> aligned_p             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((void *)__pyx_v_aligned_p);
  goto __pyx_L0;

  /* "View.MemoryView":299
 * 
 * @cname('__pyx_align_pointer')
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:             # <<<<<<<<<<<<<<
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.align_pointer", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":346
 *     cdef __Pyx_TypeInfo *typeinfo
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):             # <<<<<<<<<<<<<<
 *         self.obj = obj
 *         self.flags = flags
 */

/* Python wrapper */
static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_obj = 0;
  int __pyx_v_flags;
  int __pyx_v_dtype_is_object;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_obj,&__pyx_n_s_flags,&__pyx_n_s_dtype_is_object,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_obj)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); __PYX_ERR(4, 346, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (kw_args > 0) {
          PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_dtype_is_object);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) __PYX_ERR(4, 346, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_obj = values[0];
    __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) __PYX_ERR(4, 346, __pyx_L3_error)
    if (values[2]) {
      __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) __PYX_ERR(4, 346, __pyx_L3_error)
    } else {
      __pyx_v_dtype_is_object = ((int)0);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(4, 346, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_obj, __pyx_v_flags, __pyx_v_dtype_is_object);

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

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) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);
  __Pyx_TraceCall("__cinit__", __pyx_f[4], 346, 0, __PYX_ERR(4, 346, __pyx_L1_error));

  /* "View.MemoryView":347
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):
 *         self.obj = obj             # <<<<<<<<<<<<<<
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:
 */
  __Pyx_INCREF(__pyx_v_obj);
  __Pyx_GIVEREF(__pyx_v_obj);
  __Pyx_GOTREF(__pyx_v_self->obj);
  __Pyx_DECREF(__pyx_v_self->obj);
  __pyx_v_self->obj = __pyx_v_obj;

  /* "View.MemoryView":348
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):
 *         self.obj = obj
 *         self.flags = flags             # <<<<<<<<<<<<<<
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 */
  __pyx_v_self->flags = __pyx_v_flags;

  /* "View.MemoryView":349
 *         self.obj = obj
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 */
  __pyx_t_2 = (((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))) == ((PyObject *)__pyx_memoryview_type));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (!__pyx_t_3) {
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_3 = (__pyx_v_obj != Py_None);
  __pyx_t_2 = (__pyx_t_3 != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "View.MemoryView":350
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)             # <<<<<<<<<<<<<<
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 */
    __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(4, 350, __pyx_L1_error)

    /* "View.MemoryView":351
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:             # <<<<<<<<<<<<<<
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)
 */
    __pyx_t_1 = ((((PyObject *)__pyx_v_self->view.obj) == NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":352
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None             # <<<<<<<<<<<<<<
 *                 Py_INCREF(Py_None)
 * 
 */
      ((Py_buffer *)(&__pyx_v_self->view))->obj = Py_None;

      /* "View.MemoryView":353
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():
 */
      Py_INCREF(Py_None);

      /* "View.MemoryView":351
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:             # <<<<<<<<<<<<<<
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)
 */
    }

    /* "View.MemoryView":349
 *         self.obj = obj
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 */
  }

  /* "View.MemoryView":355
 *                 Py_INCREF(Py_None)
 * 
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():             # <<<<<<<<<<<<<<
 *             global __pyx_memoryview_thread_locks_used
 *             if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED:
 */
  __pyx_t_1 = ((!(__PYX_CYTHON_ATOMICS_ENABLED() != 0)) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":357
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():
 *             global __pyx_memoryview_thread_locks_used
 *             if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED:             # <<<<<<<<<<<<<<
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
 */
    __pyx_t_1 = ((__pyx_memoryview_thread_locks_used < 8) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":358
 *             global __pyx_memoryview_thread_locks_used
 *             if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED:
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]             # <<<<<<<<<<<<<<
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:
 */
      __pyx_v_self->lock = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]);

      /* "View.MemoryView":359
 *             if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED:
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1             # <<<<<<<<<<<<<<
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()
 */
      __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used + 1);

      /* "View.MemoryView":357
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():
 *             global __pyx_memoryview_thread_locks_used
 *             if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED:             # <<<<<<<<<<<<<<
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
 */
    }

    /* "View.MemoryView":360
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:
 */
    __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":361
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()             # <<<<<<<<<<<<<<
 *                 if self.lock is NULL:
 *                     raise MemoryError
 */
      __pyx_v_self->lock = PyThread_allocate_lock();

      /* "View.MemoryView":362
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                     raise MemoryError
 * 
 */
      __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0);
      if (unlikely(__pyx_t_1)) {

        /* "View.MemoryView":363
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:
 *                     raise MemoryError             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
        PyErr_NoMemory(); __PYX_ERR(4, 363, __pyx_L1_error)

        /* "View.MemoryView":362
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                     raise MemoryError
 * 
 */
      }

      /* "View.MemoryView":360
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:
 */
    }

    /* "View.MemoryView":355
 *                 Py_INCREF(Py_None)
 * 
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():             # <<<<<<<<<<<<<<
 *             global __pyx_memoryview_thread_locks_used
 *             if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED:
 */
  }

  /* "View.MemoryView":365
 *                     raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":366
 * 
 *         if flags & PyBUF_FORMAT:
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')             # <<<<<<<<<<<<<<
 *         else:
 *             self.dtype_is_object = dtype_is_object
 */
    __pyx_t_2 = (((__pyx_v_self->view.format[0]) == 'O') != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L12_bool_binop_done;
    }
    __pyx_t_2 = (((__pyx_v_self->view.format[1]) == '\x00') != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L12_bool_binop_done:;
    __pyx_v_self->dtype_is_object = __pyx_t_1;

    /* "View.MemoryView":365
 *                     raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
 *         else:
 */
    goto __pyx_L11;
  }

  /* "View.MemoryView":368
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
 *         else:
 *             self.dtype_is_object = dtype_is_object             # <<<<<<<<<<<<<<
 * 
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(
 */
  /*else*/ {
    __pyx_v_self->dtype_is_object = __pyx_v_dtype_is_object;
  }
  __pyx_L11:;

  /* "View.MemoryView":370
 *             self.dtype_is_object = dtype_is_object
 * 
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(             # <<<<<<<<<<<<<<
 *                   <void *> &self.acquisition_count[0], sizeof(__pyx_atomic_int))
 *         self.typeinfo = NULL
 */
  __pyx_v_self->acquisition_count_aligned_p = ((__pyx_atomic_int *)__pyx_align_pointer(((void *)(&(__pyx_v_self->acquisition_count[0]))), (sizeof(__pyx_atomic_int))));

  /* "View.MemoryView":372
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(
 *                   <void *> &self.acquisition_count[0], sizeof(__pyx_atomic_int))
 *         self.typeinfo = NULL             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(memoryview self):
 */
  __pyx_v_self->typeinfo = NULL;

  /* "View.MemoryView":346
 *     cdef __Pyx_TypeInfo *typeinfo
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):             # <<<<<<<<<<<<<<
 *         self.obj = obj
 *         self.flags = flags
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":374
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 */

/* Python wrapper */
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self) {
  int __pyx_v_i;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  PyThread_type_lock __pyx_t_6;
  PyThread_type_lock __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__dealloc__", 0);
  __Pyx_TraceCall("__dealloc__", __pyx_f[4], 374, 0, __PYX_ERR(4, 374, __pyx_L1_error));

  /* "View.MemoryView":375
 * 
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_ReleaseBuffer(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
 */
  __pyx_t_1 = (__pyx_v_self->obj != Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":376
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)             # <<<<<<<<<<<<<<
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
 * 
 */
    __Pyx_ReleaseBuffer((&__pyx_v_self->view));

    /* "View.MemoryView":375
 * 
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_ReleaseBuffer(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":377
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:             # <<<<<<<<<<<<<<
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL
 */
  __pyx_t_2 = ((((Py_buffer *)(&__pyx_v_self->view))->obj == Py_None) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":379
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL             # <<<<<<<<<<<<<<
 *             Py_DECREF(Py_None)
 * 
 */
    ((Py_buffer *)(&__pyx_v_self->view))->obj = NULL;

    /* "View.MemoryView":380
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL
 *             Py_DECREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *         cdef int i
 */
    Py_DECREF(Py_None);

    /* "View.MemoryView":377
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:             # <<<<<<<<<<<<<<
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL
 */
  }
  __pyx_L3:;

  /* "View.MemoryView":384
 *         cdef int i
 *         global __pyx_memoryview_thread_locks_used
 *         if self.lock != NULL:             # <<<<<<<<<<<<<<
 *             for i in range(__pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 */
  __pyx_t_2 = ((__pyx_v_self->lock != NULL) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":385
 *         global __pyx_memoryview_thread_locks_used
 *         if self.lock != NULL:
 *             for i in range(__pyx_memoryview_thread_locks_used):             # <<<<<<<<<<<<<<
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1
 */
    __pyx_t_3 = __pyx_memoryview_thread_locks_used;
    __pyx_t_4 = __pyx_t_3;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "View.MemoryView":386
 *         if self.lock != NULL:
 *             for i in range(__pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:             # <<<<<<<<<<<<<<
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:
 */
      __pyx_t_2 = (((__pyx_memoryview_thread_locks[__pyx_v_i]) == __pyx_v_self->lock) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":387
 *             for i in range(__pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1             # <<<<<<<<<<<<<<
 *                     if i != __pyx_memoryview_thread_locks_used:
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 */
        __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used - 1);

        /* "View.MemoryView":388
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:             # <<<<<<<<<<<<<<
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
 */
        __pyx_t_2 = ((__pyx_v_i != __pyx_memoryview_thread_locks_used) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":390
 *                     if i != __pyx_memoryview_thread_locks_used:
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])             # <<<<<<<<<<<<<<
 *                     break
 *             else:
 */
          __pyx_t_6 = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]);
          __pyx_t_7 = (__pyx_memoryview_thread_locks[__pyx_v_i]);

          /* "View.MemoryView":389
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (             # <<<<<<<<<<<<<<
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
 *                     break
 */
          (__pyx_memoryview_thread_locks[__pyx_v_i]) = __pyx_t_6;
          (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]) = __pyx_t_7;

          /* "View.MemoryView":388
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:             # <<<<<<<<<<<<<<
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
 */
        }

        /* "View.MemoryView":391
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
 *                     break             # <<<<<<<<<<<<<<
 *             else:
 *                 PyThread_free_lock(self.lock)
 */
        goto __pyx_L6_break;

        /* "View.MemoryView":386
 *         if self.lock != NULL:
 *             for i in range(__pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:             # <<<<<<<<<<<<<<
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:
 */
      }
    }
    /*else*/ {

      /* "View.MemoryView":393
 *                     break
 *             else:
 *                 PyThread_free_lock(self.lock)             # <<<<<<<<<<<<<<
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:
 */
      PyThread_free_lock(__pyx_v_self->lock);
    }
    __pyx_L6_break:;

    /* "View.MemoryView":384
 *         cdef int i
 *         global __pyx_memoryview_thread_locks_used
 *         if self.lock != NULL:             # <<<<<<<<<<<<<<
 *             for i in range(__pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 */
  }

  /* "View.MemoryView":374
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.memoryview.__dealloc__", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":395
 *                 PyThread_free_lock(self.lock)
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf
 */

static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index) {
  Py_ssize_t __pyx_v_dim;
  char *__pyx_v_itemp;
  PyObject *__pyx_v_idx = NULL;
  char *__pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *(*__pyx_t_4)(PyObject *);
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  char *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_item_pointer", 0);
  __Pyx_TraceCall("get_item_pointer", __pyx_f[4], 395, 0, __PYX_ERR(4, 395, __pyx_L1_error));

  /* "View.MemoryView":397
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf             # <<<<<<<<<<<<<<
 * 
 *         for dim, idx in enumerate(index):
 */
  __pyx_v_itemp = ((char *)__pyx_v_self->view.buf);

  /* "View.MemoryView":399
 *         cdef char *itemp = <char *> self.view.buf
 * 
 *         for dim, idx in enumerate(index):             # <<<<<<<<<<<<<<
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 */
  __pyx_t_1 = 0;
  if (likely(PyList_CheckExact(__pyx_v_index)) || PyTuple_CheckExact(__pyx_v_index)) {
    __pyx_t_2 = __pyx_v_index; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
    __pyx_t_4 = NULL;
  } else {
    __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 399, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 399, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_4)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(4, 399, __pyx_L1_error)
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 399, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      } else {
        if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(4, 399, __pyx_L1_error)
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 399, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        #endif
      }
    } else {
      __pyx_t_5 = __pyx_t_4(__pyx_t_2);
      if (unlikely(!__pyx_t_5)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(4, 399, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_5);
    }
    __Pyx_XDECREF_SET(__pyx_v_idx, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_v_dim = __pyx_t_1;
    __pyx_t_1 = (__pyx_t_1 + 1);

    /* "View.MemoryView":400
 * 
 *         for dim, idx in enumerate(index):
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)             # <<<<<<<<<<<<<<
 * 
 *         return itemp
 */
    __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 400, __pyx_L1_error)
    __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == ((char *)NULL))) __PYX_ERR(4, 400, __pyx_L1_error)
    __pyx_v_itemp = __pyx_t_7;

    /* "View.MemoryView":399
 *         cdef char *itemp = <char *> self.view.buf
 * 
 *         for dim, idx in enumerate(index):             # <<<<<<<<<<<<<<
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 */
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":402
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 *         return itemp             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_itemp;
  goto __pyx_L0;

  /* "View.MemoryView":395
 *                 PyThread_free_lock(self.lock)
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.get_item_pointer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_idx);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":405
 * 
 * 
 *     def __getitem__(memoryview self, object index):             # <<<<<<<<<<<<<<
 *         if index is Ellipsis:
 *             return self
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index); /*proto*/
static PyObject *__pyx_memoryview___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((PyObject *)__pyx_v_index));

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

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index) {
  PyObject *__pyx_v_have_slices = NULL;
  PyObject *__pyx_v_indices = NULL;
  char *__pyx_v_itemp;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  char *__pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);
  __Pyx_TraceCall("__getitem__", __pyx_f[4], 405, 0, __PYX_ERR(4, 405, __pyx_L1_error));

  /* "View.MemoryView":406
 * 
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:             # <<<<<<<<<<<<<<
 *             return self
 * 
 */
  __pyx_t_1 = (__pyx_v_index == __pyx_builtin_Ellipsis);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":407
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:
 *             return self             # <<<<<<<<<<<<<<
 * 
 *         have_slices, indices = _unellipsify(index, self.view.ndim)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_self));
    __pyx_r = ((PyObject *)__pyx_v_self);
    goto __pyx_L0;

    /* "View.MemoryView":406
 * 
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:             # <<<<<<<<<<<<<<
 *             return self
 * 
 */
  }

  /* "View.MemoryView":409
 *             return self
 * 
 *         have_slices, indices = _unellipsify(index, self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *         cdef char *itemp
 */
  __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 409, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (likely(__pyx_t_3 != Py_None)) {
    PyObject* sequence = __pyx_t_3;
    Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      __PYX_ERR(4, 409, __pyx_L1_error)
    }
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); 
    __pyx_t_5 = PyTuple_GET_ITEM(sequence, 1); 
    __Pyx_INCREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_t_5);
    #else
    __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 409, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 409, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    #endif
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    __Pyx_RaiseNoneNotIterableError(); __PYX_ERR(4, 409, __pyx_L1_error)
  }
  __pyx_v_have_slices = __pyx_t_4;
  __pyx_t_4 = 0;
  __pyx_v_indices = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "View.MemoryView":412
 * 
 *         cdef char *itemp
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             return memview_slice(self, indices)
 *         else:
 */
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(4, 412, __pyx_L1_error)
  if (__pyx_t_2) {

    /* "View.MemoryView":413
 *         cdef char *itemp
 *         if have_slices:
 *             return memview_slice(self, indices)             # <<<<<<<<<<<<<<
 *         else:
 *             itemp = self.get_item_pointer(indices)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 413, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":412
 * 
 *         cdef char *itemp
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             return memview_slice(self, indices)
 *         else:
 */
  }

  /* "View.MemoryView":415
 *             return memview_slice(self, indices)
 *         else:
 *             itemp = self.get_item_pointer(indices)             # <<<<<<<<<<<<<<
 *             return self.convert_item_to_object(itemp)
 * 
 */
  /*else*/ {
    __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == ((char *)NULL))) __PYX_ERR(4, 415, __pyx_L1_error)
    __pyx_v_itemp = __pyx_t_6;

    /* "View.MemoryView":416
 *         else:
 *             itemp = self.get_item_pointer(indices)
 *             return self.convert_item_to_object(itemp)             # <<<<<<<<<<<<<<
 * 
 *     def __setitem__(memoryview self, object index, object value):
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 416, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":405
 * 
 * 
 *     def __getitem__(memoryview self, object index):             # <<<<<<<<<<<<<<
 *         if index is Ellipsis:
 *             return self
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_have_slices);
  __Pyx_XDECREF(__pyx_v_indices);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":418
 *             return self.convert_item_to_object(itemp)
 * 
 *     def __setitem__(memoryview self, object index, object value):             # <<<<<<<<<<<<<<
 *         if self.view.readonly:
 *             raise TypeError("Cannot assign to read-only memoryview")
 */

/* Python wrapper */
static int __pyx_memoryview___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /*proto*/
static int __pyx_memoryview___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
  __pyx_r = __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));

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

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) {
  PyObject *__pyx_v_have_slices = NULL;
  PyObject *__pyx_v_obj = NULL;
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setitem__", 0);
  __Pyx_TraceCall("__setitem__", __pyx_f[4], 418, 0, __PYX_ERR(4, 418, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_index);

  /* "View.MemoryView":419
 * 
 *     def __setitem__(memoryview self, object index, object value):
 *         if self.view.readonly:             # <<<<<<<<<<<<<<
 *             raise TypeError("Cannot assign to read-only memoryview")
 * 
 */
  __pyx_t_1 = (__pyx_v_self->view.readonly != 0);
  if (unlikely(__pyx_t_1)) {

    /* "View.MemoryView":420
 *     def __setitem__(memoryview self, object index, object value):
 *         if self.view.readonly:
 *             raise TypeError("Cannot assign to read-only memoryview")             # <<<<<<<<<<<<<<
 * 
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__35, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 420, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __PYX_ERR(4, 420, __pyx_L1_error)

    /* "View.MemoryView":419
 * 
 *     def __setitem__(memoryview self, object index, object value):
 *         if self.view.readonly:             # <<<<<<<<<<<<<<
 *             raise TypeError("Cannot assign to read-only memoryview")
 * 
 */
  }

  /* "View.MemoryView":422
 *             raise TypeError("Cannot assign to read-only memoryview")
 * 
 *         have_slices, index = _unellipsify(index, self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *         if have_slices:
 */
  __pyx_t_2 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 422, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (likely(__pyx_t_2 != Py_None)) {
    PyObject* sequence = __pyx_t_2;
    Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      __PYX_ERR(4, 422, __pyx_L1_error)
    }
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); 
    __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); 
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_4);
    #else
    __pyx_t_3 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 422, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 422, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    #endif
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  } else {
    __Pyx_RaiseNoneNotIterableError(); __PYX_ERR(4, 422, __pyx_L1_error)
  }
  __pyx_v_have_slices = __pyx_t_3;
  __pyx_t_3 = 0;
  __Pyx_DECREF_SET(__pyx_v_index, __pyx_t_4);
  __pyx_t_4 = 0;

  /* "View.MemoryView":424
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             obj = self.is_slice(value)
 *             if obj:
 */
  __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(4, 424, __pyx_L1_error)
  if (__pyx_t_1) {

    /* "View.MemoryView":425
 * 
 *         if have_slices:
 *             obj = self.is_slice(value)             # <<<<<<<<<<<<<<
 *             if obj:
 *                 self.setitem_slice_assignment(self[index], obj)
 */
    __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 425, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_v_obj = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "View.MemoryView":426
 *         if have_slices:
 *             obj = self.is_slice(value)
 *             if obj:             # <<<<<<<<<<<<<<
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 */
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(4, 426, __pyx_L1_error)
    if (__pyx_t_1) {

      /* "View.MemoryView":427
 *             obj = self.is_slice(value)
 *             if obj:
 *                 self.setitem_slice_assignment(self[index], obj)             # <<<<<<<<<<<<<<
 *             else:
 *                 self.setitem_slice_assign_scalar(self[index], value)
 */
      __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 427, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_4 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_2, __pyx_v_obj); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 427, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

      /* "View.MemoryView":426
 *         if have_slices:
 *             obj = self.is_slice(value)
 *             if obj:             # <<<<<<<<<<<<<<
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 */
      goto __pyx_L5;
    }

    /* "View.MemoryView":429
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 *                 self.setitem_slice_assign_scalar(self[index], value)             # <<<<<<<<<<<<<<
 *         else:
 *             self.setitem_indexed(index, value)
 */
    /*else*/ {
      __pyx_t_4 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 429, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_memoryview_type))))) __PYX_ERR(4, 429, __pyx_L1_error)
      __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_4), __pyx_v_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 429, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __pyx_L5:;

    /* "View.MemoryView":424
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             obj = self.is_slice(value)
 *             if obj:
 */
    goto __pyx_L4;
  }

  /* "View.MemoryView":431
 *                 self.setitem_slice_assign_scalar(self[index], value)
 *         else:
 *             self.setitem_indexed(index, value)             # <<<<<<<<<<<<<<
 * 
 *     cdef is_slice(self, obj):
 */
  /*else*/ {
    __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 431, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __pyx_L4:;

  /* "View.MemoryView":418
 *             return self.convert_item_to_object(itemp)
 * 
 *     def __setitem__(memoryview self, object index, object value):             # <<<<<<<<<<<<<<
 *         if self.view.readonly:
 *             raise TypeError("Cannot assign to read-only memoryview")
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_have_slices);
  __Pyx_XDECREF(__pyx_v_obj);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":433
 *             self.setitem_indexed(index, value)
 * 
 *     cdef is_slice(self, obj):             # <<<<<<<<<<<<<<
 *         if not isinstance(obj, memoryview):
 *             try:
 */

static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_slice", 0);
  __Pyx_TraceCall("is_slice", __pyx_f[4], 433, 0, __PYX_ERR(4, 433, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_obj);

  /* "View.MemoryView":434
 * 
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):             # <<<<<<<<<<<<<<
 *             try:
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_obj, __pyx_memoryview_type); 
  __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":435
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):
 *             try:             # <<<<<<<<<<<<<<
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 */
    {
      __Pyx_PyThreadState_declare
      __Pyx_PyThreadState_assign
      __Pyx_ExceptionSave(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_3);
      __Pyx_XGOTREF(__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_5);
      /*try:*/ {

        /* "View.MemoryView":436
 *         if not isinstance(obj, memoryview):
 *             try:
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,             # <<<<<<<<<<<<<<
 *                                  self.dtype_is_object)
 *             except TypeError:
 */
        __pyx_t_6 = __Pyx_PyInt_From_int(((__pyx_v_self->flags & (~PyBUF_WRITABLE)) | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 436, __pyx_L4_error)
        __Pyx_GOTREF(__pyx_t_6);

        /* "View.MemoryView":437
 *             try:
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)             # <<<<<<<<<<<<<<
 *             except TypeError:
 *                 return None
 */
        __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 437, __pyx_L4_error)
        __Pyx_GOTREF(__pyx_t_7);

        /* "View.MemoryView":436
 *         if not isinstance(obj, memoryview):
 *             try:
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,             # <<<<<<<<<<<<<<
 *                                  self.dtype_is_object)
 *             except TypeError:
 */
        __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) __PYX_ERR(4, 436, __pyx_L4_error)
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_INCREF(__pyx_v_obj);
        __Pyx_GIVEREF(__pyx_v_obj);
        PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_obj);
        __Pyx_GIVEREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_7);
        PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7);
        __pyx_t_6 = 0;
        __pyx_t_7 = 0;
        __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 436, __pyx_L4_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7);
        __pyx_t_7 = 0;

        /* "View.MemoryView":435
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):
 *             try:             # <<<<<<<<<<<<<<
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 */
      }
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L9_try_end;
      __pyx_L4_error:;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;

      /* "View.MemoryView":438
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 *             except TypeError:             # <<<<<<<<<<<<<<
 *                 return None
 * 
 */
      __pyx_t_9 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError);
      if (__pyx_t_9) {
        __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) __PYX_ERR(4, 438, __pyx_L6_except_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_GOTREF(__pyx_t_6);

        /* "View.MemoryView":439
 *                                  self.dtype_is_object)
 *             except TypeError:
 *                 return None             # <<<<<<<<<<<<<<
 * 
 *         return obj
 */
        __Pyx_XDECREF(__pyx_r);
        __pyx_r = Py_None; __Pyx_INCREF(Py_None);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L7_except_return;
      }
      goto __pyx_L6_except_error;
      __pyx_L6_except_error:;

      /* "View.MemoryView":435
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):
 *             try:             # <<<<<<<<<<<<<<
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 */
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      goto __pyx_L1_error;
      __pyx_L7_except_return:;
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      goto __pyx_L0;
      __pyx_L9_try_end:;
    }

    /* "View.MemoryView":434
 * 
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):             # <<<<<<<<<<<<<<
 *             try:
 *                 obj = memoryview(obj, self.flags & ~PyBUF_WRITABLE | PyBUF_ANY_CONTIGUOUS,
 */
  }

  /* "View.MemoryView":441
 *                 return None
 * 
 *         return obj             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_slice_assignment(self, dst, src):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_obj);
  __pyx_r = __pyx_v_obj;
  goto __pyx_L0;

  /* "View.MemoryView":433
 *             self.setitem_indexed(index, value)
 * 
 *     cdef is_slice(self, obj):             # <<<<<<<<<<<<<<
 *         if not isinstance(obj, memoryview):
 *             try:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_obj);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":443
 *         return obj
 * 
 *     cdef setitem_slice_assignment(self, dst, src):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice dst_slice
 *         cdef __Pyx_memviewslice src_slice
 */

static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src) {
  __Pyx_memviewslice __pyx_v_dst_slice;
  __Pyx_memviewslice __pyx_v_src_slice;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice *__pyx_t_1;
  __Pyx_memviewslice *__pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_slice_assignment", 0);
  __Pyx_TraceCall("setitem_slice_assignment", __pyx_f[4], 443, 0, __PYX_ERR(4, 443, __pyx_L1_error));

  /* "View.MemoryView":447
 *         cdef __Pyx_memviewslice src_slice
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],             # <<<<<<<<<<<<<<
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 */
  if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) __PYX_ERR(4, 447, __pyx_L1_error)
  __pyx_t_1 = __pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice)); if (unlikely(__pyx_t_1 == ((__Pyx_memviewslice *)NULL))) __PYX_ERR(4, 447, __pyx_L1_error)

  /* "View.MemoryView":448
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],
 *                                  get_slice_from_memview(dst, &dst_slice)[0],             # <<<<<<<<<<<<<<
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 */
  if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) __PYX_ERR(4, 448, __pyx_L1_error)
  __pyx_t_2 = __pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice)); if (unlikely(__pyx_t_2 == ((__Pyx_memviewslice *)NULL))) __PYX_ERR(4, 448, __pyx_L1_error)

  /* "View.MemoryView":449
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 449, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(4, 449, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 449, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_5 == (int)-1) && PyErr_Occurred())) __PYX_ERR(4, 449, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":447
 *         cdef __Pyx_memviewslice src_slice
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],             # <<<<<<<<<<<<<<
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 */
  __pyx_t_6 = __pyx_memoryview_copy_contents((__pyx_t_1[0]), (__pyx_t_2[0]), __pyx_t_4, __pyx_t_5, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(4, 447, __pyx_L1_error)

  /* "View.MemoryView":443
 *         return obj
 * 
 *     cdef setitem_slice_assignment(self, dst, src):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice dst_slice
 *         cdef __Pyx_memviewslice src_slice
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_slice_assignment", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":451
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):             # <<<<<<<<<<<<<<
 *         cdef int array[128]
 *         cdef void *tmp = NULL
 */

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) {
  int __pyx_v_array[0x80];
  void *__pyx_v_tmp;
  void *__pyx_v_item;
  __Pyx_memviewslice *__pyx_v_dst_slice;
  __Pyx_memviewslice __pyx_v_tmp_slice;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice *__pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  char const *__pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_slice_assign_scalar", 0);
  __Pyx_TraceCall("setitem_slice_assign_scalar", __pyx_f[4], 451, 0, __PYX_ERR(4, 451, __pyx_L1_error));

  /* "View.MemoryView":453
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):
 *         cdef int array[128]
 *         cdef void *tmp = NULL             # <<<<<<<<<<<<<<
 *         cdef void *item
 * 
 */
  __pyx_v_tmp = NULL;

  /* "View.MemoryView":458
 *         cdef __Pyx_memviewslice *dst_slice
 *         cdef __Pyx_memviewslice tmp_slice
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)             # <<<<<<<<<<<<<<
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):
 */
  __pyx_t_1 = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_dst, (&__pyx_v_tmp_slice)); if (unlikely(__pyx_t_1 == ((__Pyx_memviewslice *)NULL))) __PYX_ERR(4, 458, __pyx_L1_error)
  __pyx_v_dst_slice = __pyx_t_1;

  /* "View.MemoryView":460
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):             # <<<<<<<<<<<<<<
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 */
  __pyx_t_2 = ((((size_t)__pyx_v_self->view.itemsize) > (sizeof(__pyx_v_array))) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":461
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)             # <<<<<<<<<<<<<<
 *             if tmp == NULL:
 *                 raise MemoryError
 */
    __pyx_v_tmp = PyMem_Malloc(__pyx_v_self->view.itemsize);

    /* "View.MemoryView":462
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:             # <<<<<<<<<<<<<<
 *                 raise MemoryError
 *             item = tmp
 */
    __pyx_t_2 = ((__pyx_v_tmp == NULL) != 0);
    if (unlikely(__pyx_t_2)) {

      /* "View.MemoryView":463
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 *                 raise MemoryError             # <<<<<<<<<<<<<<
 *             item = tmp
 *         else:
 */
      PyErr_NoMemory(); __PYX_ERR(4, 463, __pyx_L1_error)

      /* "View.MemoryView":462
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:             # <<<<<<<<<<<<<<
 *                 raise MemoryError
 *             item = tmp
 */
    }

    /* "View.MemoryView":464
 *             if tmp == NULL:
 *                 raise MemoryError
 *             item = tmp             # <<<<<<<<<<<<<<
 *         else:
 *             item = <void *> array
 */
    __pyx_v_item = __pyx_v_tmp;

    /* "View.MemoryView":460
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):             # <<<<<<<<<<<<<<
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":466
 *             item = tmp
 *         else:
 *             item = <void *> array             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
  /*else*/ {
    __pyx_v_item = ((void *)__pyx_v_array);
  }
  __pyx_L3:;

  /* "View.MemoryView":468
 *             item = <void *> array
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 (<PyObject **> item)[0] = <PyObject *> value
 */
  /*try:*/ {

    /* "View.MemoryView":469
 * 
 *         try:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 */
    __pyx_t_2 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":470
 *         try:
 *             if self.dtype_is_object:
 *                 (<PyObject **> item)[0] = <PyObject *> value             # <<<<<<<<<<<<<<
 *             else:
 *                 self.assign_item_from_object(<char *> item, value)
 */
      (((PyObject **)__pyx_v_item)[0]) = ((PyObject *)__pyx_v_value);

      /* "View.MemoryView":469
 * 
 *         try:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 */
      goto __pyx_L8;
    }

    /* "View.MemoryView":472
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 *                 self.assign_item_from_object(<char *> item, value)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    /*else*/ {
      __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 472, __pyx_L6_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    }
    __pyx_L8:;

    /* "View.MemoryView":476
 * 
 * 
 *             if self.view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 */
    __pyx_t_2 = ((__pyx_v_self->view.suboffsets != NULL) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":477
 * 
 *             if self.view.suboffsets != NULL:
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)             # <<<<<<<<<<<<<<
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 *                                 item, self.dtype_is_object)
 */
      __pyx_t_3 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 477, __pyx_L6_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "View.MemoryView":476
 * 
 * 
 *             if self.view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 */
    }

    /* "View.MemoryView":478
 *             if self.view.suboffsets != NULL:
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,             # <<<<<<<<<<<<<<
 *                                 item, self.dtype_is_object)
 *         finally:
 */
    __pyx_memoryview_slice_assign_scalar(__pyx_v_dst_slice, __pyx_v_dst->view.ndim, __pyx_v_self->view.itemsize, __pyx_v_item, __pyx_v_self->dtype_is_object);
  }

  /* "View.MemoryView":481
 *                                 item, self.dtype_is_object)
 *         finally:
 *             PyMem_Free(tmp)             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_indexed(self, index, value):
 */
  /*finally:*/ {
    /*normal exit:*/{
      PyMem_Free(__pyx_v_tmp);
      goto __pyx_L7;
    }
    __pyx_L6_error:;
    /*exception exit:*/{
      __Pyx_PyThreadState_declare
      __Pyx_PyThreadState_assign
      __pyx_t_7 = 0; __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_11 = 0; __pyx_t_12 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_9) < 0)) __Pyx_ErrFetch(&__pyx_t_7, &__pyx_t_8, &__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_7);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_11);
      __Pyx_XGOTREF(__pyx_t_12);
      __pyx_t_4 = __pyx_lineno; __pyx_t_5 = __pyx_clineno; __pyx_t_6 = __pyx_filename;
      {
        PyMem_Free(__pyx_v_tmp);
      }
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_XGIVEREF(__pyx_t_11);
        __Pyx_XGIVEREF(__pyx_t_12);
        __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
      __Pyx_XGIVEREF(__pyx_t_7);
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_ErrRestore(__pyx_t_7, __pyx_t_8, __pyx_t_9);
      __pyx_t_7 = 0; __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_11 = 0; __pyx_t_12 = 0;
      __pyx_lineno = __pyx_t_4; __pyx_clineno = __pyx_t_5; __pyx_filename = __pyx_t_6;
      goto __pyx_L1_error;
    }
    __pyx_L7:;
  }

  /* "View.MemoryView":451
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):             # <<<<<<<<<<<<<<
 *         cdef int array[128]
 *         cdef void *tmp = NULL
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_slice_assign_scalar", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":483
 *             PyMem_Free(tmp)
 * 
 *     cdef setitem_indexed(self, index, value):             # <<<<<<<<<<<<<<
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)
 */

static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  char *__pyx_v_itemp;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  char *__pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_indexed", 0);
  __Pyx_TraceCall("setitem_indexed", __pyx_f[4], 483, 0, __PYX_ERR(4, 483, __pyx_L1_error));

  /* "View.MemoryView":484
 * 
 *     cdef setitem_indexed(self, index, value):
 *         cdef char *itemp = self.get_item_pointer(index)             # <<<<<<<<<<<<<<
 *         self.assign_item_from_object(itemp, value)
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == ((char *)NULL))) __PYX_ERR(4, 484, __pyx_L1_error)
  __pyx_v_itemp = __pyx_t_1;

  /* "View.MemoryView":485
 *     cdef setitem_indexed(self, index, value):
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)             # <<<<<<<<<<<<<<
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 */
  __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 485, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":483
 *             PyMem_Free(tmp)
 * 
 *     cdef setitem_indexed(self, index, value):             # <<<<<<<<<<<<<<
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_indexed", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":487
 *         self.assign_item_from_object(itemp, value)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp) {
  PyObject *__pyx_v_struct = NULL;
  PyObject *__pyx_v_bytesitem = 0;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  size_t __pyx_t_10;
  int __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_item_to_object", 0);
  __Pyx_TraceCall("convert_item_to_object", __pyx_f[4], 487, 0, __PYX_ERR(4, 487, __pyx_L1_error));

  /* "View.MemoryView":490
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 *         import struct             # <<<<<<<<<<<<<<
 *         cdef bytes bytesitem
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 490, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_struct = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "View.MemoryView":493
 *         cdef bytes bytesitem
 * 
 *         bytesitem = itemp[:self.view.itemsize]             # <<<<<<<<<<<<<<
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)
 */
  __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 493, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_bytesitem = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":494
 * 
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:             # <<<<<<<<<<<<<<
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_2, &__pyx_t_3, &__pyx_t_4);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_4);
    /*try:*/ {

      /* "View.MemoryView":495
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)             # <<<<<<<<<<<<<<
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")
 */
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 495, __pyx_L3_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 495, __pyx_L3_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_7 = NULL;
      __pyx_t_8 = 0;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_7)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_7);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
          __pyx_t_8 = 1;
        }
      }
      #if CYTHON_FAST_PYCALL
      if (PyFunction_Check(__pyx_t_5)) {
        PyObject *__pyx_temp[3] = {__pyx_t_7, __pyx_t_6, __pyx_v_bytesitem};
        __pyx_t_1 = __Pyx_PyFunction_FastCall(__pyx_t_5, __pyx_temp+1-__pyx_t_8, 2+__pyx_t_8); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 495, __pyx_L3_error)
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      } else
      #endif
      #if CYTHON_FAST_PYCCALL
      if (__Pyx_PyFastCFunction_Check(__pyx_t_5)) {
        PyObject *__pyx_temp[3] = {__pyx_t_7, __pyx_t_6, __pyx_v_bytesitem};
        __pyx_t_1 = __Pyx_PyCFunction_FastCall(__pyx_t_5, __pyx_temp+1-__pyx_t_8, 2+__pyx_t_8); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 495, __pyx_L3_error)
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      } else
      #endif
      {
        __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 495, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_9);
        if (__pyx_t_7) {
          __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __pyx_t_7 = NULL;
        }
        __Pyx_GIVEREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_8, __pyx_t_6);
        __Pyx_INCREF(__pyx_v_bytesitem);
        __Pyx_GIVEREF(__pyx_v_bytesitem);
        PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_v_bytesitem);
        __pyx_t_6 = 0;
        __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 495, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_v_result = __pyx_t_1;
      __pyx_t_1 = 0;

      /* "View.MemoryView":494
 * 
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:             # <<<<<<<<<<<<<<
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 */
    }

    /* "View.MemoryView":499
 *             raise ValueError("Unable to convert item to object")
 *         else:
 *             if len(self.view.format) == 1:             # <<<<<<<<<<<<<<
 *                 return result[0]
 *             return result
 */
    /*else:*/ {
      __pyx_t_10 = strlen(__pyx_v_self->view.format); 
      __pyx_t_11 = ((__pyx_t_10 == 1) != 0);
      if (__pyx_t_11) {

        /* "View.MemoryView":500
 *         else:
 *             if len(self.view.format) == 1:
 *                 return result[0]             # <<<<<<<<<<<<<<
 *             return result
 * 
 */
        __Pyx_XDECREF(__pyx_r);
        __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 500, __pyx_L5_except_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_r = __pyx_t_1;
        __pyx_t_1 = 0;
        goto __pyx_L6_except_return;

        /* "View.MemoryView":499
 *             raise ValueError("Unable to convert item to object")
 *         else:
 *             if len(self.view.format) == 1:             # <<<<<<<<<<<<<<
 *                 return result[0]
 *             return result
 */
      }

      /* "View.MemoryView":501
 *             if len(self.view.format) == 1:
 *                 return result[0]
 *             return result             # <<<<<<<<<<<<<<
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_result);
      __pyx_r = __pyx_v_result;
      goto __pyx_L6_except_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "View.MemoryView":496
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:             # <<<<<<<<<<<<<<
 *             raise ValueError("Unable to convert item to object")
 *         else:
 */
    __Pyx_ErrFetch(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 496, __pyx_L5_except_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_8 = __Pyx_PyErr_GivenExceptionMatches(__pyx_t_1, __pyx_t_6);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_ErrRestore(__pyx_t_1, __pyx_t_5, __pyx_t_9);
    __pyx_t_1 = 0; __pyx_t_5 = 0; __pyx_t_9 = 0;
    if (__pyx_t_8) {
      __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_9, &__pyx_t_5, &__pyx_t_1) < 0) __PYX_ERR(4, 496, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_1);

      /* "View.MemoryView":497
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")             # <<<<<<<<<<<<<<
 *         else:
 *             if len(self.view.format) == 1:
 */
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__36, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 497, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_Raise(__pyx_t_6, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __PYX_ERR(4, 497, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "View.MemoryView":494
 * 
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:             # <<<<<<<<<<<<<<
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 */
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
    goto __pyx_L1_error;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
    goto __pyx_L0;
  }

  /* "View.MemoryView":487
 *         self.assign_item_from_object(itemp, value)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_struct);
  __Pyx_XDECREF(__pyx_v_bytesitem);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":503
 *             return result
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value) {
  PyObject *__pyx_v_struct = NULL;
  char __pyx_v_c;
  PyObject *__pyx_v_bytesvalue = 0;
  Py_ssize_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  char *__pyx_t_11;
  char *__pyx_t_12;
  char *__pyx_t_13;
  char *__pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assign_item_from_object", 0);
  __Pyx_TraceCall("assign_item_from_object", __pyx_f[4], 503, 0, __PYX_ERR(4, 503, __pyx_L1_error));

  /* "View.MemoryView":506
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 *         import struct             # <<<<<<<<<<<<<<
 *         cdef char c
 *         cdef bytes bytesvalue
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 506, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_struct = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "View.MemoryView":511
 *         cdef Py_ssize_t i
 * 
 *         if isinstance(value, tuple):             # <<<<<<<<<<<<<<
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 */
  __pyx_t_2 = PyTuple_Check(__pyx_v_value); 
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "View.MemoryView":512
 * 
 *         if isinstance(value, tuple):
 *             bytesvalue = struct.pack(self.view.format, *value)             # <<<<<<<<<<<<<<
 *         else:
 *             bytesvalue = struct.pack(self.view.format, value)
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 512, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 512, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 512, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PySequence_Tuple(__pyx_v_value); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 512, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = PyNumber_Add(__pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 512, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 512, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) __PYX_ERR(4, 512, __pyx_L1_error)
    __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4);
    __pyx_t_4 = 0;

    /* "View.MemoryView":511
 *         cdef Py_ssize_t i
 * 
 *         if isinstance(value, tuple):             # <<<<<<<<<<<<<<
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":514
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 *             bytesvalue = struct.pack(self.view.format, value)             # <<<<<<<<<<<<<<
 * 
 *         for i, c in enumerate(bytesvalue):
 */
  /*else*/ {
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 514, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 514, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_5 = NULL;
    __pyx_t_7 = 0;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
        __pyx_t_7 = 1;
      }
    }
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(__pyx_t_6)) {
      PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_1, __pyx_v_value};
      __pyx_t_4 = __Pyx_PyFunction_FastCall(__pyx_t_6, __pyx_temp+1-__pyx_t_7, 2+__pyx_t_7); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 514, __pyx_L1_error)
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    } else
    #endif
    #if CYTHON_FAST_PYCCALL
    if (__Pyx_PyFastCFunction_Check(__pyx_t_6)) {
      PyObject *__pyx_temp[3] = {__pyx_t_5, __pyx_t_1, __pyx_v_value};
      __pyx_t_4 = __Pyx_PyCFunction_FastCall(__pyx_t_6, __pyx_temp+1-__pyx_t_7, 2+__pyx_t_7); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 514, __pyx_L1_error)
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    } else
    #endif
    {
      __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) __PYX_ERR(4, 514, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      if (__pyx_t_5) {
        __Pyx_GIVEREF(__pyx_t_5); PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_5); __pyx_t_5 = NULL;
      }
      __Pyx_GIVEREF(__pyx_t_1);
      PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_t_1);
      __Pyx_INCREF(__pyx_v_value);
      __Pyx_GIVEREF(__pyx_v_value);
      PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_v_value);
      __pyx_t_1 = 0;
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 514, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) __PYX_ERR(4, 514, __pyx_L1_error)
    __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4);
    __pyx_t_4 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":516
 *             bytesvalue = struct.pack(self.view.format, value)
 * 
 *         for i, c in enumerate(bytesvalue):             # <<<<<<<<<<<<<<
 *             itemp[i] = c
 * 
 */
  __pyx_t_9 = 0;
  if (unlikely(__pyx_v_bytesvalue == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' is not iterable");
    __PYX_ERR(4, 516, __pyx_L1_error)
  }
  __Pyx_INCREF(__pyx_v_bytesvalue);
  __pyx_t_10 = __pyx_v_bytesvalue;
  __pyx_t_12 = PyBytes_AS_STRING(__pyx_t_10);
  __pyx_t_13 = (__pyx_t_12 + PyBytes_GET_SIZE(__pyx_t_10));
  for (__pyx_t_14 = __pyx_t_12; __pyx_t_14 < __pyx_t_13; __pyx_t_14++) {
    __pyx_t_11 = __pyx_t_14;
    __pyx_v_c = (__pyx_t_11[0]);

    /* "View.MemoryView":517
 * 
 *         for i, c in enumerate(bytesvalue):
 *             itemp[i] = c             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
    __pyx_v_i = __pyx_t_9;

    /* "View.MemoryView":516
 *             bytesvalue = struct.pack(self.view.format, value)
 * 
 *         for i, c in enumerate(bytesvalue):             # <<<<<<<<<<<<<<
 *             itemp[i] = c
 * 
 */
    __pyx_t_9 = (__pyx_t_9 + 1);

    /* "View.MemoryView":517
 * 
 *         for i, c in enumerate(bytesvalue):
 *             itemp[i] = c             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
    (__pyx_v_itemp[__pyx_v_i]) = __pyx_v_c;
  }
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

  /* "View.MemoryView":503
 *             return result
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("View.MemoryView.memoryview.assign_item_from_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_struct);
  __Pyx_XDECREF(__pyx_v_bytesvalue);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":520
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         if flags & PyBUF_WRITABLE and self.view.readonly:
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_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));

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

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) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t *__pyx_t_4;
  char *__pyx_t_5;
  void *__pyx_t_6;
  int __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  if (__pyx_v_info == NULL) {
    PyErr_SetString(PyExc_BufferError, "PyObject_GetBuffer: view==NULL argument is obsolete");
    return -1;
  }
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(__pyx_v_info->obj);
  __Pyx_TraceCall("__getbuffer__", __pyx_f[4], 520, 0, __PYX_ERR(4, 520, __pyx_L1_error));

  /* "View.MemoryView":521
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_WRITABLE and self.view.readonly:             # <<<<<<<<<<<<<<
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")
 * 
 */
  __pyx_t_2 = ((__pyx_v_flags & PyBUF_WRITABLE) != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_2 = (__pyx_v_self->view.readonly != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (unlikely(__pyx_t_1)) {

    /* "View.MemoryView":522
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_WRITABLE and self.view.readonly:
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_ND:
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__37, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 522, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(4, 522, __pyx_L1_error)

    /* "View.MemoryView":521
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_WRITABLE and self.view.readonly:             # <<<<<<<<<<<<<<
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")
 * 
 */
  }

  /* "View.MemoryView":524
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")
 * 
 *         if flags & PyBUF_ND:             # <<<<<<<<<<<<<<
 *             info.shape = self.view.shape
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_ND) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":525
 * 
 *         if flags & PyBUF_ND:
 *             info.shape = self.view.shape             # <<<<<<<<<<<<<<
 *         else:
 *             info.shape = NULL
 */
    __pyx_t_4 = __pyx_v_self->view.shape;
    __pyx_v_info->shape = __pyx_t_4;

    /* "View.MemoryView":524
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")
 * 
 *         if flags & PyBUF_ND:             # <<<<<<<<<<<<<<
 *             info.shape = self.view.shape
 *         else:
 */
    goto __pyx_L6;
  }

  /* "View.MemoryView":527
 *             info.shape = self.view.shape
 *         else:
 *             info.shape = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_STRIDES:
 */
  /*else*/ {
    __pyx_v_info->shape = NULL;
  }
  __pyx_L6:;

  /* "View.MemoryView":529
 *             info.shape = NULL
 * 
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.strides = self.view.strides
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":530
 * 
 *         if flags & PyBUF_STRIDES:
 *             info.strides = self.view.strides             # <<<<<<<<<<<<<<
 *         else:
 *             info.strides = NULL
 */
    __pyx_t_4 = __pyx_v_self->view.strides;
    __pyx_v_info->strides = __pyx_t_4;

    /* "View.MemoryView":529
 *             info.shape = NULL
 * 
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.strides = self.view.strides
 *         else:
 */
    goto __pyx_L7;
  }

  /* "View.MemoryView":532
 *             info.strides = self.view.strides
 *         else:
 *             info.strides = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_INDIRECT:
 */
  /*else*/ {
    __pyx_v_info->strides = NULL;
  }
  __pyx_L7:;

  /* "View.MemoryView":534
 *             info.strides = NULL
 * 
 *         if flags & PyBUF_INDIRECT:             # <<<<<<<<<<<<<<
 *             info.suboffsets = self.view.suboffsets
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_INDIRECT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":535
 * 
 *         if flags & PyBUF_INDIRECT:
 *             info.suboffsets = self.view.suboffsets             # <<<<<<<<<<<<<<
 *         else:
 *             info.suboffsets = NULL
 */
    __pyx_t_4 = __pyx_v_self->view.suboffsets;
    __pyx_v_info->suboffsets = __pyx_t_4;

    /* "View.MemoryView":534
 *             info.strides = NULL
 * 
 *         if flags & PyBUF_INDIRECT:             # <<<<<<<<<<<<<<
 *             info.suboffsets = self.view.suboffsets
 *         else:
 */
    goto __pyx_L8;
  }

  /* "View.MemoryView":537
 *             info.suboffsets = self.view.suboffsets
 *         else:
 *             info.suboffsets = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
  /*else*/ {
    __pyx_v_info->suboffsets = NULL;
  }
  __pyx_L8:;

  /* "View.MemoryView":539
 *             info.suboffsets = NULL
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.view.format
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":540
 * 
 *         if flags & PyBUF_FORMAT:
 *             info.format = self.view.format             # <<<<<<<<<<<<<<
 *         else:
 *             info.format = NULL
 */
    __pyx_t_5 = __pyx_v_self->view.format;
    __pyx_v_info->format = __pyx_t_5;

    /* "View.MemoryView":539
 *             info.suboffsets = NULL
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.view.format
 *         else:
 */
    goto __pyx_L9;
  }

  /* "View.MemoryView":542
 *             info.format = self.view.format
 *         else:
 *             info.format = NULL             # <<<<<<<<<<<<<<
 * 
 *         info.buf = self.view.buf
 */
  /*else*/ {
    __pyx_v_info->format = NULL;
  }
  __pyx_L9:;

  /* "View.MemoryView":544
 *             info.format = NULL
 * 
 *         info.buf = self.view.buf             # <<<<<<<<<<<<<<
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize
 */
  __pyx_t_6 = __pyx_v_self->view.buf;
  __pyx_v_info->buf = __pyx_t_6;

  /* "View.MemoryView":545
 * 
 *         info.buf = self.view.buf
 *         info.ndim = self.view.ndim             # <<<<<<<<<<<<<<
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len
 */
  __pyx_t_7 = __pyx_v_self->view.ndim;
  __pyx_v_info->ndim = __pyx_t_7;

  /* "View.MemoryView":546
 *         info.buf = self.view.buf
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize             # <<<<<<<<<<<<<<
 *         info.len = self.view.len
 *         info.readonly = self.view.readonly
 */
  __pyx_t_8 = __pyx_v_self->view.itemsize;
  __pyx_v_info->itemsize = __pyx_t_8;

  /* "View.MemoryView":547
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len             # <<<<<<<<<<<<<<
 *         info.readonly = self.view.readonly
 *         info.obj = self
 */
  __pyx_t_8 = __pyx_v_self->view.len;
  __pyx_v_info->len = __pyx_t_8;

  /* "View.MemoryView":548
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len
 *         info.readonly = self.view.readonly             # <<<<<<<<<<<<<<
 *         info.obj = self
 * 
 */
  __pyx_t_1 = __pyx_v_self->view.readonly;
  __pyx_v_info->readonly = __pyx_t_1;

  /* "View.MemoryView":549
 *         info.len = self.view.len
 *         info.readonly = self.view.readonly
 *         info.obj = self             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __Pyx_GOTREF(__pyx_v_info->obj);
  __Pyx_DECREF(__pyx_v_info->obj);
  __pyx_v_info->obj = ((PyObject *)__pyx_v_self);

  /* "View.MemoryView":520
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         if flags & PyBUF_WRITABLE and self.view.readonly:
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  if (__pyx_v_info->obj != NULL) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = 0;
  }
  goto __pyx_L2;
  __pyx_L0:;
  if (__pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = 0;
  }
  __pyx_L2:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":555
 * 
 *     @property
 *     def T(self):             # <<<<<<<<<<<<<<
 *         cdef _memoryviewslice result = memoryview_copy(self)
 *         transpose_memslice(&result.from_slice)
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  struct __pyx_memoryviewslice_obj *__pyx_v_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 555, 0, __PYX_ERR(4, 555, __pyx_L1_error));

  /* "View.MemoryView":556
 *     @property
 *     def T(self):
 *         cdef _memoryviewslice result = memoryview_copy(self)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&result.from_slice)
 *         return result
 */
  __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 556, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) __PYX_ERR(4, 556, __pyx_L1_error)
  __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":557
 *     def T(self):
 *         cdef _memoryviewslice result = memoryview_copy(self)
 *         transpose_memslice(&result.from_slice)             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
  __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == ((int)0))) __PYX_ERR(4, 557, __pyx_L1_error)

  /* "View.MemoryView":558
 *         cdef _memoryviewslice result = memoryview_copy(self)
 *         transpose_memslice(&result.from_slice)
 *         return result             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":555
 * 
 *     @property
 *     def T(self):             # <<<<<<<<<<<<<<
 *         cdef _memoryviewslice result = memoryview_copy(self)
 *         transpose_memslice(&result.from_slice)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.T.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":561
 * 
 *     @property
 *     def base(self):             # <<<<<<<<<<<<<<
 *         return self.obj
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 561, 0, __PYX_ERR(4, 561, __pyx_L1_error));

  /* "View.MemoryView":562
 *     @property
 *     def base(self):
 *         return self.obj             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->obj);
  __pyx_r = __pyx_v_self->obj;
  goto __pyx_L0;

  /* "View.MemoryView":561
 * 
 *     @property
 *     def base(self):             # <<<<<<<<<<<<<<
 *         return self.obj
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("View.MemoryView.memoryview.base.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":565
 * 
 *     @property
 *     def shape(self):             # <<<<<<<<<<<<<<
 *         return tuple([length for length in self.view.shape[:self.view.ndim]])
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_v_length;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t *__pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 565, 0, __PYX_ERR(4, 565, __pyx_L1_error));

  /* "View.MemoryView":566
 *     @property
 *     def shape(self):
 *         return tuple([length for length in self.view.shape[:self.view.ndim]])             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 566, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim);
  for (__pyx_t_4 = __pyx_v_self->view.shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {
    __pyx_t_2 = __pyx_t_4;
    __pyx_v_length = (__pyx_t_2[0]);
    __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 566, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) __PYX_ERR(4, 566, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 566, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":565
 * 
 *     @property
 *     def shape(self):             # <<<<<<<<<<<<<<
 *         return tuple([length for length in self.view.shape[:self.view.ndim]])
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.shape.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":569
 * 
 *     @property
 *     def strides(self):             # <<<<<<<<<<<<<<
 *         if self.view.strides == NULL:
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_v_stride;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;
  Py_ssize_t *__pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 569, 0, __PYX_ERR(4, 569, __pyx_L1_error));

  /* "View.MemoryView":570
 *     @property
 *     def strides(self):
 *         if self.view.strides == NULL:             # <<<<<<<<<<<<<<
 * 
 *             raise ValueError("Buffer view does not expose strides")
 */
  __pyx_t_1 = ((__pyx_v_self->view.strides == NULL) != 0);
  if (unlikely(__pyx_t_1)) {

    /* "View.MemoryView":572
 *         if self.view.strides == NULL:
 * 
 *             raise ValueError("Buffer view does not expose strides")             # <<<<<<<<<<<<<<
 * 
 *         return tuple([stride for stride in self.view.strides[:self.view.ndim]])
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__38, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 572, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __PYX_ERR(4, 572, __pyx_L1_error)

    /* "View.MemoryView":570
 *     @property
 *     def strides(self):
 *         if self.view.strides == NULL:             # <<<<<<<<<<<<<<
 * 
 *             raise ValueError("Buffer view does not expose strides")
 */
  }

  /* "View.MemoryView":574
 *             raise ValueError("Buffer view does not expose strides")
 * 
 *         return tuple([stride for stride in self.view.strides[:self.view.ndim]])             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 574, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = (__pyx_v_self->view.strides + __pyx_v_self->view.ndim);
  for (__pyx_t_5 = __pyx_v_self->view.strides; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) {
    __pyx_t_3 = __pyx_t_5;
    __pyx_v_stride = (__pyx_t_3[0]);
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stride); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 574, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_6))) __PYX_ERR(4, 574, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __pyx_t_6 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 574, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":569
 * 
 *     @property
 *     def strides(self):             # <<<<<<<<<<<<<<
 *         if self.view.strides == NULL:
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView.memoryview.strides.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":577
 * 
 *     @property
 *     def suboffsets(self):             # <<<<<<<<<<<<<<
 *         if self.view.suboffsets == NULL:
 *             return (-1,) * self.view.ndim
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_v_suboffset;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t *__pyx_t_4;
  Py_ssize_t *__pyx_t_5;
  Py_ssize_t *__pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 577, 0, __PYX_ERR(4, 577, __pyx_L1_error));

  /* "View.MemoryView":578
 *     @property
 *     def suboffsets(self):
 *         if self.view.suboffsets == NULL:             # <<<<<<<<<<<<<<
 *             return (-1,) * self.view.ndim
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->view.suboffsets == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":579
 *     def suboffsets(self):
 *         if self.view.suboffsets == NULL:
 *             return (-1,) * self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *         return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]])
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 579, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyNumber_Multiply(__pyx_tuple__39, __pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 579, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":578
 *     @property
 *     def suboffsets(self):
 *         if self.view.suboffsets == NULL:             # <<<<<<<<<<<<<<
 *             return (-1,) * self.view.ndim
 * 
 */
  }

  /* "View.MemoryView":581
 *             return (-1,) * self.view.ndim
 * 
 *         return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]])             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 581, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = (__pyx_v_self->view.suboffsets + __pyx_v_self->view.ndim);
  for (__pyx_t_6 = __pyx_v_self->view.suboffsets; __pyx_t_6 < __pyx_t_5; __pyx_t_6++) {
    __pyx_t_4 = __pyx_t_6;
    __pyx_v_suboffset = (__pyx_t_4[0]);
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_suboffset); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 581, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_3, (PyObject*)__pyx_t_2))) __PYX_ERR(4, 581, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __pyx_t_2 = PyList_AsTuple(((PyObject*)__pyx_t_3)); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 581, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":577
 * 
 *     @property
 *     def suboffsets(self):             # <<<<<<<<<<<<<<
 *         if self.view.suboffsets == NULL:
 *             return (-1,) * self.view.ndim
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.suboffsets.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":584
 * 
 *     @property
 *     def ndim(self):             # <<<<<<<<<<<<<<
 *         return self.view.ndim
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 584, 0, __PYX_ERR(4, 584, __pyx_L1_error));

  /* "View.MemoryView":585
 *     @property
 *     def ndim(self):
 *         return self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 585, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":584
 * 
 *     @property
 *     def ndim(self):             # <<<<<<<<<<<<<<
 *         return self.view.ndim
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.ndim.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":588
 * 
 *     @property
 *     def itemsize(self):             # <<<<<<<<<<<<<<
 *         return self.view.itemsize
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 588, 0, __PYX_ERR(4, 588, __pyx_L1_error));

  /* "View.MemoryView":589
 *     @property
 *     def itemsize(self):
 *         return self.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 589, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":588
 * 
 *     @property
 *     def itemsize(self):             # <<<<<<<<<<<<<<
 *         return self.view.itemsize
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.itemsize.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":592
 * 
 *     @property
 *     def nbytes(self):             # <<<<<<<<<<<<<<
 *         return self.size * self.view.itemsize
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 592, 0, __PYX_ERR(4, 592, __pyx_L1_error));

  /* "View.MemoryView":593
 *     @property
 *     def nbytes(self):
 *         return self.size * self.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 593, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 593, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 593, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":592
 * 
 *     @property
 *     def nbytes(self):             # <<<<<<<<<<<<<<
 *         return self.size * self.view.itemsize
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.nbytes.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":596
 * 
 *     @property
 *     def size(self):             # <<<<<<<<<<<<<<
 *         if self._size is None:
 *             result = 1
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_length = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;
  Py_ssize_t *__pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 596, 0, __PYX_ERR(4, 596, __pyx_L1_error));

  /* "View.MemoryView":597
 *     @property
 *     def size(self):
 *         if self._size is None:             # <<<<<<<<<<<<<<
 *             result = 1
 * 
 */
  __pyx_t_1 = (__pyx_v_self->_size == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":598
 *     def size(self):
 *         if self._size is None:
 *             result = 1             # <<<<<<<<<<<<<<
 * 
 *             for length in self.view.shape[:self.view.ndim]:
 */
    __Pyx_INCREF(__pyx_int_1);
    __pyx_v_result = __pyx_int_1;

    /* "View.MemoryView":600
 *             result = 1
 * 
 *             for length in self.view.shape[:self.view.ndim]:             # <<<<<<<<<<<<<<
 *                 result *= length
 * 
 */
    __pyx_t_4 = (__pyx_v_self->view.shape + __pyx_v_self->view.ndim);
    for (__pyx_t_5 = __pyx_v_self->view.shape; __pyx_t_5 < __pyx_t_4; __pyx_t_5++) {
      __pyx_t_3 = __pyx_t_5;
      __pyx_t_6 = PyInt_FromSsize_t((__pyx_t_3[0])); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 600, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "View.MemoryView":601
 * 
 *             for length in self.view.shape[:self.view.ndim]:
 *                 result *= length             # <<<<<<<<<<<<<<
 * 
 *             self._size = result
 */
      __pyx_t_6 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 601, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF_SET(__pyx_v_result, __pyx_t_6);
      __pyx_t_6 = 0;
    }

    /* "View.MemoryView":603
 *                 result *= length
 * 
 *             self._size = result             # <<<<<<<<<<<<<<
 * 
 *         return self._size
 */
    __Pyx_INCREF(__pyx_v_result);
    __Pyx_GIVEREF(__pyx_v_result);
    __Pyx_GOTREF(__pyx_v_self->_size);
    __Pyx_DECREF(__pyx_v_self->_size);
    __pyx_v_self->_size = __pyx_v_result;

    /* "View.MemoryView":597
 *     @property
 *     def size(self):
 *         if self._size is None:             # <<<<<<<<<<<<<<
 *             result = 1
 * 
 */
  }

  /* "View.MemoryView":605
 *             self._size = result
 * 
 *         return self._size             # <<<<<<<<<<<<<<
 * 
 *     def __len__(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_size);
  __pyx_r = __pyx_v_self->_size;
  goto __pyx_L0;

  /* "View.MemoryView":596
 * 
 *     @property
 *     def size(self):             # <<<<<<<<<<<<<<
 *         if self._size is None:
 *             result = 1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView.memoryview.size.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_length);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":607
 *         return self._size
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]
 */

/* Python wrapper */
static Py_ssize_t __pyx_memoryview___len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_memoryview___len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__len__", 0);
  __Pyx_TraceCall("__len__", __pyx_f[4], 607, 0, __PYX_ERR(4, 607, __pyx_L1_error));

  /* "View.MemoryView":608
 * 
 *     def __len__(self):
 *         if self.view.ndim >= 1:             # <<<<<<<<<<<<<<
 *             return self.view.shape[0]
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->view.ndim >= 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":609
 *     def __len__(self):
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]             # <<<<<<<<<<<<<<
 * 
 *         return 0
 */
    __pyx_r = (__pyx_v_self->view.shape[0]);
    goto __pyx_L0;

    /* "View.MemoryView":608
 * 
 *     def __len__(self):
 *         if self.view.ndim >= 1:             # <<<<<<<<<<<<<<
 *             return self.view.shape[0]
 * 
 */
  }

  /* "View.MemoryView":611
 *             return self.view.shape[0]
 * 
 *         return 0             # <<<<<<<<<<<<<<
 * 
 *     def __repr__(self):
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":607
 *         return self._size
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("View.MemoryView.memoryview.__len__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":613
 *         return 0
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___repr__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview___repr__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__repr__", 0);
  __Pyx_TraceCall("__repr__", __pyx_f[4], 613, 0, __PYX_ERR(4, 613, __pyx_L1_error));

  /* "View.MemoryView":614
 * 
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,             # <<<<<<<<<<<<<<
 *                                                id(self))
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 614, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 614, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 614, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":615
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))             # <<<<<<<<<<<<<<
 * 
 *     def __str__(self):
 */
  __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_builtin_id, ((PyObject *)__pyx_v_self)); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 615, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);

  /* "View.MemoryView":614
 * 
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,             # <<<<<<<<<<<<<<
 *                                                id(self))
 * 
 */
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 614, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_3); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 614, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":613
 *         return 0
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__repr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":617
 *                                                id(self))
 * 
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___str__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview___str__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);
  __Pyx_TraceCall("__str__", __pyx_f[4], 617, 0, __PYX_ERR(4, 617, __pyx_L1_error));

  /* "View.MemoryView":618
 * 
 *     def __str__(self):
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_object, __pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":617
 *                                                id(self))
 * 
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":621
 * 
 * 
 *     def is_c_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_is_c_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_15View_dot_MemoryView_10memoryview_17is_c_contig = {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0};
static PyObject *__pyx_memoryview_is_c_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_c_contig (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice *__pyx_v_mslice;
  __Pyx_memviewslice __pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice *__pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_c_contig", 0);
  __Pyx_TraceCall("is_c_contig", __pyx_f[4], 621, 0, __PYX_ERR(4, 621, __pyx_L1_error));

  /* "View.MemoryView":624
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)             # <<<<<<<<<<<<<<
 *         return slice_is_contig(mslice[0], 'C', self.view.ndim)
 * 
 */
  __pyx_t_1 = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_self, (&__pyx_v_tmp)); if (unlikely(__pyx_t_1 == ((__Pyx_memviewslice *)NULL))) __PYX_ERR(4, 624, __pyx_L1_error)
  __pyx_v_mslice = __pyx_t_1;

  /* "View.MemoryView":625
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)
 *         return slice_is_contig(mslice[0], 'C', self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *     def is_f_contig(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig((__pyx_v_mslice[0]), 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 625, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":621
 * 
 * 
 *     def is_c_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_c_contig", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":627
 *         return slice_is_contig(mslice[0], 'C', self.view.ndim)
 * 
 *     def is_f_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_is_f_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_15View_dot_MemoryView_10memoryview_19is_f_contig = {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0};
static PyObject *__pyx_memoryview_is_f_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_f_contig (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice *__pyx_v_mslice;
  __Pyx_memviewslice __pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice *__pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_f_contig", 0);
  __Pyx_TraceCall("is_f_contig", __pyx_f[4], 627, 0, __PYX_ERR(4, 627, __pyx_L1_error));

  /* "View.MemoryView":630
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)             # <<<<<<<<<<<<<<
 *         return slice_is_contig(mslice[0], 'F', self.view.ndim)
 * 
 */
  __pyx_t_1 = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_self, (&__pyx_v_tmp)); if (unlikely(__pyx_t_1 == ((__Pyx_memviewslice *)NULL))) __PYX_ERR(4, 630, __pyx_L1_error)
  __pyx_v_mslice = __pyx_t_1;

  /* "View.MemoryView":631
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)
 *         return slice_is_contig(mslice[0], 'F', self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *     def copy(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig((__pyx_v_mslice[0]), 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 631, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":627
 *         return slice_is_contig(mslice[0], 'C', self.view.ndim)
 * 
 *     def is_f_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_f_contig", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":633
 *         return slice_is_contig(mslice[0], 'F', self.view.ndim)
 * 
 *     def copy(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_copy(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_15View_dot_MemoryView_10memoryview_21copy = {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0};
static PyObject *__pyx_memoryview_copy(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copy (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice __pyx_v_mslice;
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy", 0);
  __Pyx_TraceCall("copy", __pyx_f[4], 633, 0, __PYX_ERR(4, 633, __pyx_L1_error));

  /* "View.MemoryView":635
 *     def copy(self):
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS             # <<<<<<<<<<<<<<
 * 
 *         slice_copy(self, &mslice)
 */
  __pyx_v_flags = (__pyx_v_self->flags & (~PyBUF_F_CONTIGUOUS));

  /* "View.MemoryView":637
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 * 
 *         slice_copy(self, &mslice)             # <<<<<<<<<<<<<<
 *         mslice = slice_copy_contig(&mslice, "c", self.view.ndim,
 *                                    self.view.itemsize,
 */
  __pyx_memoryview_slice_copy(__pyx_v_self, (&__pyx_v_mslice));

  /* "View.MemoryView":638
 * 
 *         slice_copy(self, &mslice)
 *         mslice = slice_copy_contig(&mslice, "c", self.view.ndim,             # <<<<<<<<<<<<<<
 *                                    self.view.itemsize,
 *                                    flags|PyBUF_C_CONTIGUOUS,
 */
  __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), ((char *)"c"), __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) __PYX_ERR(4, 638, __pyx_L1_error)
  __pyx_v_mslice = __pyx_t_1;

  /* "View.MemoryView":643
 *                                    self.dtype_is_object)
 * 
 *         return memoryview_copy_from_slice(self, &mslice)             # <<<<<<<<<<<<<<
 * 
 *     def copy_fortran(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_mslice)); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 643, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":633
 *         return slice_is_contig(mslice[0], 'F', self.view.ndim)
 * 
 *     def copy(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":645
 *         return memoryview_copy_from_slice(self, &mslice)
 * 
 *     def copy_fortran(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_copy_fortran(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef_15View_dot_MemoryView_10memoryview_23copy_fortran = {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0};
static PyObject *__pyx_memoryview_copy_fortran(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copy_fortran (wrapper)", 0);
  __pyx_r = __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice __pyx_v_src;
  __Pyx_memviewslice __pyx_v_dst;
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy_fortran", 0);
  __Pyx_TraceCall("copy_fortran", __pyx_f[4], 645, 0, __PYX_ERR(4, 645, __pyx_L1_error));

  /* "View.MemoryView":647
 *     def copy_fortran(self):
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS             # <<<<<<<<<<<<<<
 * 
 *         slice_copy(self, &src)
 */
  __pyx_v_flags = (__pyx_v_self->flags & (~PyBUF_C_CONTIGUOUS));

  /* "View.MemoryView":649
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 * 
 *         slice_copy(self, &src)             # <<<<<<<<<<<<<<
 *         dst = slice_copy_contig(&src, "fortran", self.view.ndim,
 *                                 self.view.itemsize,
 */
  __pyx_memoryview_slice_copy(__pyx_v_self, (&__pyx_v_src));

  /* "View.MemoryView":650
 * 
 *         slice_copy(self, &src)
 *         dst = slice_copy_contig(&src, "fortran", self.view.ndim,             # <<<<<<<<<<<<<<
 *                                 self.view.itemsize,
 *                                 flags|PyBUF_F_CONTIGUOUS,
 */
  __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_src), ((char *)"fortran"), __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_F_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) __PYX_ERR(4, 650, __pyx_L1_error)
  __pyx_v_dst = __pyx_t_1;

  /* "View.MemoryView":655
 *                                 self.dtype_is_object)
 * 
 *         return memoryview_copy_from_slice(self, &dst)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 655, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":645
 *         return memoryview_copy_from_slice(self, &mslice)
 * 
 *     def copy_fortran(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.copy_fortran", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_memoryview_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef___pyx_memoryview_1__reduce_cython__ = {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_1__reduce_cython__, METH_NOARGS, 0};
static PyObject *__pyx_pw___pyx_memoryview_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__reduce_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_memoryview___reduce_cython__(((struct __pyx_memoryview_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__reduce_cython__", 0);
  __Pyx_TraceCall("__reduce_cython__", __pyx_f[4], 1, 0, __PYX_ERR(4, 1, __pyx_L1_error));

  /* "(tree fragment)":2
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__40, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 2, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __PYX_ERR(4, 2, __pyx_L1_error)

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__reduce_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_memoryview_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state); /*proto*/
static PyMethodDef __pyx_mdef___pyx_memoryview_3__setstate_cython__ = {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_3__setstate_cython__, METH_O, 0};
static PyObject *__pyx_pw___pyx_memoryview_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setstate_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_memoryview_2__setstate_cython__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((PyObject *)__pyx_v___pyx_state));

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

static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setstate_cython__", 0);
  __Pyx_TraceCall("__setstate_cython__", __pyx_f[4], 3, 0, __PYX_ERR(4, 3, __pyx_L1_error));

  /* "(tree fragment)":4
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__41, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __PYX_ERR(4, 4, __pyx_L1_error)

  /* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":659
 * 
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):             # <<<<<<<<<<<<<<
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 */

static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, int __pyx_v_dtype_is_object, __Pyx_TypeInfo *__pyx_v_typeinfo) {
  struct __pyx_memoryview_obj *__pyx_v_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_cwrapper", 0);
  __Pyx_TraceCall("memoryview_cwrapper", __pyx_f[4], 659, 0, __PYX_ERR(4, 659, __pyx_L1_error));

  /* "View.MemoryView":660
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)             # <<<<<<<<<<<<<<
 *     result.typeinfo = typeinfo
 *     return result
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 660, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 660, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 660, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_o);
  __Pyx_GIVEREF(__pyx_v_o);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_o);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryview_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 660, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_result = ((struct __pyx_memoryview_obj *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":661
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo             # <<<<<<<<<<<<<<
 *     return result
 * 
 */
  __pyx_v_result->typeinfo = __pyx_v_typeinfo;

  /* "View.MemoryView":662
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 *     return result             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_check')
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":659
 * 
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):             # <<<<<<<<<<<<<<
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview_cwrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":665
 * 
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):             # <<<<<<<<<<<<<<
 *     return isinstance(o, memoryview)
 * 
 */

static CYTHON_INLINE int __pyx_memoryview_check(PyObject *__pyx_v_o) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_check", 0);
  __Pyx_TraceCall("memoryview_check", __pyx_f[4], 665, 0, __PYX_ERR(4, 665, __pyx_L1_error));

  /* "View.MemoryView":666
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):
 *     return isinstance(o, memoryview)             # <<<<<<<<<<<<<<
 * 
 * cdef tuple _unellipsify(object index, int ndim):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_o, __pyx_memoryview_type); 
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "View.MemoryView":665
 * 
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):             # <<<<<<<<<<<<<<
 *     return isinstance(o, memoryview)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.memoryview_check", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":668
 *     return isinstance(o, memoryview)
 * 
 * cdef tuple _unellipsify(object index, int ndim):             # <<<<<<<<<<<<<<
 *     """
 *     Replace all ellipses with full slices and fill incomplete indices with
 */

static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) {
  PyObject *__pyx_v_tup = NULL;
  PyObject *__pyx_v_result = NULL;
  int __pyx_v_have_slices;
  int __pyx_v_seen_ellipsis;
  CYTHON_UNUSED PyObject *__pyx_v_idx = NULL;
  PyObject *__pyx_v_item = NULL;
  Py_ssize_t __pyx_v_nslices;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  int __pyx_t_9;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_unellipsify", 0);
  __Pyx_TraceCall("_unellipsify", __pyx_f[4], 668, 0, __PYX_ERR(4, 668, __pyx_L1_error));

  /* "View.MemoryView":673
 *     full slices.
 *     """
 *     if not isinstance(index, tuple):             # <<<<<<<<<<<<<<
 *         tup = (index,)
 *     else:
 */
  __pyx_t_1 = PyTuple_Check(__pyx_v_index); 
  __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":674
 *     """
 *     if not isinstance(index, tuple):
 *         tup = (index,)             # <<<<<<<<<<<<<<
 *     else:
 *         tup = index
 */
    __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 674, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_index);
    __Pyx_GIVEREF(__pyx_v_index);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_index);
    __pyx_v_tup = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "View.MemoryView":673
 *     full slices.
 *     """
 *     if not isinstance(index, tuple):             # <<<<<<<<<<<<<<
 *         tup = (index,)
 *     else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":676
 *         tup = (index,)
 *     else:
 *         tup = index             # <<<<<<<<<<<<<<
 * 
 *     result = []
 */
  /*else*/ {
    __Pyx_INCREF(__pyx_v_index);
    __pyx_v_tup = __pyx_v_index;
  }
  __pyx_L3:;

  /* "View.MemoryView":678
 *         tup = index
 * 
 *     result = []             # <<<<<<<<<<<<<<
 *     have_slices = False
 *     seen_ellipsis = False
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 678, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "View.MemoryView":679
 * 
 *     result = []
 *     have_slices = False             # <<<<<<<<<<<<<<
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 */
  __pyx_v_have_slices = 0;

  /* "View.MemoryView":680
 *     result = []
 *     have_slices = False
 *     seen_ellipsis = False             # <<<<<<<<<<<<<<
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 */
  __pyx_v_seen_ellipsis = 0;

  /* "View.MemoryView":681
 *     have_slices = False
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):             # <<<<<<<<<<<<<<
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_3 = __pyx_int_0;
  if (likely(PyList_CheckExact(__pyx_v_tup)) || PyTuple_CheckExact(__pyx_v_tup)) {
    __pyx_t_4 = __pyx_v_tup; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 681, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 681, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_6)) {
      if (likely(PyList_CheckExact(__pyx_t_4))) {
        if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) __PYX_ERR(4, 681, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 681, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      } else {
        if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) __PYX_ERR(4, 681, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 681, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      }
    } else {
      __pyx_t_7 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_7)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(4, 681, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_7);
    }
    __Pyx_XDECREF_SET(__pyx_v_item, __pyx_t_7);
    __pyx_t_7 = 0;
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_idx, __pyx_t_3);
    __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_3, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 681, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_3);
    __pyx_t_3 = __pyx_t_7;
    __pyx_t_7 = 0;

    /* "View.MemoryView":682
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:             # <<<<<<<<<<<<<<
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 */
    __pyx_t_2 = (__pyx_v_item == __pyx_builtin_Ellipsis);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":683
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 *             if not seen_ellipsis:             # <<<<<<<<<<<<<<
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True
 */
      __pyx_t_1 = ((!(__pyx_v_seen_ellipsis != 0)) != 0);
      if (__pyx_t_1) {

        /* "View.MemoryView":684
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))             # <<<<<<<<<<<<<<
 *                 seen_ellipsis = True
 *             else:
 */
        __pyx_t_8 = PyObject_Length(__pyx_v_tup); if (unlikely(__pyx_t_8 == ((Py_ssize_t)-1))) __PYX_ERR(4, 684, __pyx_L1_error)
        __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 684, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        { Py_ssize_t __pyx_temp;
          for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) {
            __Pyx_INCREF(__pyx_slice__42);
            __Pyx_GIVEREF(__pyx_slice__42);
            PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__42);
          }
        }
        __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(4, 684, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

        /* "View.MemoryView":685
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True             # <<<<<<<<<<<<<<
 *             else:
 *                 result.append(slice(None))
 */
        __pyx_v_seen_ellipsis = 1;

        /* "View.MemoryView":683
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 *             if not seen_ellipsis:             # <<<<<<<<<<<<<<
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True
 */
        goto __pyx_L7;
      }

      /* "View.MemoryView":687
 *                 seen_ellipsis = True
 *             else:
 *                 result.append(slice(None))             # <<<<<<<<<<<<<<
 *             have_slices = True
 *         else:
 */
      /*else*/ {
        __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__42); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(4, 687, __pyx_L1_error)
      }
      __pyx_L7:;

      /* "View.MemoryView":688
 *             else:
 *                 result.append(slice(None))
 *             have_slices = True             # <<<<<<<<<<<<<<
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):
 */
      __pyx_v_have_slices = 1;

      /* "View.MemoryView":682
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:             # <<<<<<<<<<<<<<
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 */
      goto __pyx_L6;
    }

    /* "View.MemoryView":690
 *             have_slices = True
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):             # <<<<<<<<<<<<<<
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 */
    /*else*/ {
      __pyx_t_2 = PySlice_Check(__pyx_v_item); 
      __pyx_t_10 = ((!(__pyx_t_2 != 0)) != 0);
      if (__pyx_t_10) {
      } else {
        __pyx_t_1 = __pyx_t_10;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_t_10 = ((!(PyIndex_Check(__pyx_v_item) != 0)) != 0);
      __pyx_t_1 = __pyx_t_10;
      __pyx_L9_bool_binop_done:;
      if (unlikely(__pyx_t_1)) {

        /* "View.MemoryView":691
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):
 *                 raise TypeError("Cannot index with type '%s'" % type(item))             # <<<<<<<<<<<<<<
 * 
 *             have_slices = have_slices or isinstance(item, slice)
 */
        __pyx_t_7 = __Pyx_PyString_FormatSafe(__pyx_kp_s_Cannot_index_with_type_s, ((PyObject *)Py_TYPE(__pyx_v_item))); if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 691, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __pyx_t_11 = __Pyx_PyObject_CallOneArg(__pyx_builtin_TypeError, __pyx_t_7); if (unlikely(!__pyx_t_11)) __PYX_ERR(4, 691, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_11);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_Raise(__pyx_t_11, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        __PYX_ERR(4, 691, __pyx_L1_error)

        /* "View.MemoryView":690
 *             have_slices = True
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):             # <<<<<<<<<<<<<<
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 */
      }

      /* "View.MemoryView":693
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 *             have_slices = have_slices or isinstance(item, slice)             # <<<<<<<<<<<<<<
 *             result.append(item)
 * 
 */
      __pyx_t_10 = (__pyx_v_have_slices != 0);
      if (!__pyx_t_10) {
      } else {
        __pyx_t_1 = __pyx_t_10;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_10 = PySlice_Check(__pyx_v_item); 
      __pyx_t_2 = (__pyx_t_10 != 0);
      __pyx_t_1 = __pyx_t_2;
      __pyx_L11_bool_binop_done:;
      __pyx_v_have_slices = __pyx_t_1;

      /* "View.MemoryView":694
 * 
 *             have_slices = have_slices or isinstance(item, slice)
 *             result.append(item)             # <<<<<<<<<<<<<<
 * 
 *     nslices = ndim - len(result)
 */
      __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(4, 694, __pyx_L1_error)
    }
    __pyx_L6:;

    /* "View.MemoryView":681
 *     have_slices = False
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):             # <<<<<<<<<<<<<<
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 */
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":696
 *             result.append(item)
 * 
 *     nslices = ndim - len(result)             # <<<<<<<<<<<<<<
 *     if nslices:
 *         result.extend([slice(None)] * nslices)
 */
  __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == ((Py_ssize_t)-1))) __PYX_ERR(4, 696, __pyx_L1_error)
  __pyx_v_nslices = (__pyx_v_ndim - __pyx_t_5);

  /* "View.MemoryView":697
 * 
 *     nslices = ndim - len(result)
 *     if nslices:             # <<<<<<<<<<<<<<
 *         result.extend([slice(None)] * nslices)
 * 
 */
  __pyx_t_1 = (__pyx_v_nslices != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":698
 *     nslices = ndim - len(result)
 *     if nslices:
 *         result.extend([slice(None)] * nslices)             # <<<<<<<<<<<<<<
 * 
 *     return have_slices or nslices, tuple(result)
 */
    __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 698, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    { Py_ssize_t __pyx_temp;
      for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) {
        __Pyx_INCREF(__pyx_slice__42);
        __Pyx_GIVEREF(__pyx_slice__42);
        PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__42);
      }
    }
    __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(4, 698, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "View.MemoryView":697
 * 
 *     nslices = ndim - len(result)
 *     if nslices:             # <<<<<<<<<<<<<<
 *         result.extend([slice(None)] * nslices)
 * 
 */
  }

  /* "View.MemoryView":700
 *         result.extend([slice(None)] * nslices)
 * 
 *     return have_slices or nslices, tuple(result)             # <<<<<<<<<<<<<<
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 */
  __Pyx_XDECREF(__pyx_r);
  if (!__pyx_v_have_slices) {
  } else {
    __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 700, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L14_bool_binop_done;
  }
  __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 700, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __pyx_t_4;
  __pyx_t_4 = 0;
  __pyx_L14_bool_binop_done:;
  __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 700, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_11 = PyTuple_New(2); if (unlikely(!__pyx_t_11)) __PYX_ERR(4, 700, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_11, 1, __pyx_t_4);
  __pyx_t_3 = 0;
  __pyx_t_4 = 0;
  __pyx_r = ((PyObject*)__pyx_t_11);
  __pyx_t_11 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":668
 *     return isinstance(o, memoryview)
 * 
 * cdef tuple _unellipsify(object index, int ndim):             # <<<<<<<<<<<<<<
 *     """
 *     Replace all ellipses with full slices and fill incomplete indices with
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_AddTraceback("View.MemoryView._unellipsify", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_tup);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_idx);
  __Pyx_XDECREF(__pyx_v_item);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":702
 *     return have_slices or nslices, tuple(result)
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):             # <<<<<<<<<<<<<<
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 */

static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __pyx_v_ndim) {
  Py_ssize_t __pyx_v_suboffset;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  Py_ssize_t *__pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assert_direct_dimensions", 0);
  __Pyx_TraceCall("assert_direct_dimensions", __pyx_f[4], 702, 0, __PYX_ERR(4, 702, __pyx_L1_error));

  /* "View.MemoryView":703
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 *     for suboffset in suboffsets[:ndim]:             # <<<<<<<<<<<<<<
 *         if suboffset >= 0:
 *             raise ValueError("Indirect dimensions not supported")
 */
  __pyx_t_2 = (__pyx_v_suboffsets + __pyx_v_ndim);
  for (__pyx_t_3 = __pyx_v_suboffsets; __pyx_t_3 < __pyx_t_2; __pyx_t_3++) {
    __pyx_t_1 = __pyx_t_3;
    __pyx_v_suboffset = (__pyx_t_1[0]);

    /* "View.MemoryView":704
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("Indirect dimensions not supported")
 * 
 */
    __pyx_t_4 = ((__pyx_v_suboffset >= 0) != 0);
    if (unlikely(__pyx_t_4)) {

      /* "View.MemoryView":705
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 *             raise ValueError("Indirect dimensions not supported")             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__43, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 705, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __PYX_ERR(4, 705, __pyx_L1_error)

      /* "View.MemoryView":704
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("Indirect dimensions not supported")
 * 
 */
    }
  }

  /* "View.MemoryView":702
 *     return have_slices or nslices, tuple(result)
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):             # <<<<<<<<<<<<<<
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.assert_direct_dimensions", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":712
 * 
 * @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
 */

static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *__pyx_v_memview, PyObject *__pyx_v_indices) {
  int __pyx_v_new_ndim;
  int __pyx_v_suboffset_dim;
  int __pyx_v_dim;
  __Pyx_memviewslice __pyx_v_src;
  __Pyx_memviewslice __pyx_v_dst;
  __Pyx_memviewslice *__pyx_v_p_src;
  struct __pyx_memoryviewslice_obj *__pyx_v_memviewsliceobj = 0;
  __Pyx_memviewslice *__pyx_v_p_dst;
  int *__pyx_v_p_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;
  PyObject *__pyx_v_index = NULL;
  struct __pyx_memoryview_obj *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  struct __pyx_memoryview_obj *__pyx_t_4;
  char *__pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *(*__pyx_t_8)(PyObject *);
  PyObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  int __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memview_slice", 0);
  __Pyx_TraceCall("memview_slice", __pyx_f[4], 712, 0, __PYX_ERR(4, 712, __pyx_L1_error));

  /* "View.MemoryView":713
 * @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
 *     cdef __Pyx_memviewslice src, dst
 */
  __pyx_v_new_ndim = 0;
  __pyx_v_suboffset_dim = -1;

  /* "View.MemoryView":720
 * 
 * 
 *     memset(&dst, 0, sizeof(dst))             # <<<<<<<<<<<<<<
 * 
 *     cdef _memoryviewslice memviewsliceobj
 */
  (void)(memset((&__pyx_v_dst), 0, (sizeof(__pyx_v_dst))));

  /* "View.MemoryView":724
 *     cdef _memoryviewslice memviewsliceobj
 * 
 *     assert memview.view.ndim > 0             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(memview, _memoryviewslice):
 */
  #ifndef CYTHON_WITHOUT_ASSERTIONS
  if (unlikely(!Py_OptimizeFlag)) {
    if (unlikely(!((__pyx_v_memview->view.ndim > 0) != 0))) {
      PyErr_SetNone(PyExc_AssertionError);
      __PYX_ERR(4, 724, __pyx_L1_error)
    }
  }
  #endif

  /* "View.MemoryView":726
 *     assert memview.view.ndim > 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":727
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         memviewsliceobj = memview             # <<<<<<<<<<<<<<
 *         p_src = &memviewsliceobj.from_slice
 *     else:
 */
    if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) __PYX_ERR(4, 727, __pyx_L1_error)
    __pyx_t_3 = ((PyObject *)__pyx_v_memview);
    __Pyx_INCREF(__pyx_t_3);
    __pyx_v_memviewsliceobj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "View.MemoryView":728
 *     if isinstance(memview, _memoryviewslice):
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice             # <<<<<<<<<<<<<<
 *     else:
 *         slice_copy(memview, &src)
 */
    __pyx_v_p_src = (&__pyx_v_memviewsliceobj->from_slice);

    /* "View.MemoryView":726
 *     assert memview.view.ndim > 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":730
 *         p_src = &memviewsliceobj.from_slice
 *     else:
 *         slice_copy(memview, &src)             # <<<<<<<<<<<<<<
 *         p_src = &src
 * 
 */
  /*else*/ {
    __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_src));

    /* "View.MemoryView":731
 *     else:
 *         slice_copy(memview, &src)
 *         p_src = &src             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_v_p_src = (&__pyx_v_src);
  }
  __pyx_L3:;

  /* "View.MemoryView":737
 * 
 * 
 *     dst.memview = p_src.memview             # <<<<<<<<<<<<<<
 *     dst.data = p_src.data
 * 
 */
  __pyx_t_4 = __pyx_v_p_src->memview;
  __pyx_v_dst.memview = __pyx_t_4;

  /* "View.MemoryView":738
 * 
 *     dst.memview = p_src.memview
 *     dst.data = p_src.data             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __pyx_v_p_src->data;
  __pyx_v_dst.data = __pyx_t_5;

  /* "View.MemoryView":743
 * 
 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst             # <<<<<<<<<<<<<<
 *     cdef int *p_suboffset_dim = &suboffset_dim
 *     cdef Py_ssize_t start, stop, step
 */
  __pyx_v_p_dst = (&__pyx_v_dst);

  /* "View.MemoryView":744
 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst
 *     cdef int *p_suboffset_dim = &suboffset_dim             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t start, stop, step
 *     cdef bint have_start, have_stop, have_step
 */
  __pyx_v_p_suboffset_dim = (&__pyx_v_suboffset_dim);

  /* "View.MemoryView":748
 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
 *             slice_memviewslice(
 */
  __pyx_t_6 = 0;
  if (likely(PyList_CheckExact(__pyx_v_indices)) || PyTuple_CheckExact(__pyx_v_indices)) {
    __pyx_t_3 = __pyx_v_indices; __Pyx_INCREF(__pyx_t_3); __pyx_t_7 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 748, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) __PYX_ERR(4, 748, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_3))) {
        if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) __PYX_ERR(4, 748, __pyx_L1_error)
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 748, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_9);
        #endif
      } else {
        if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) __PYX_ERR(4, 748, __pyx_L1_error)
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 748, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_9);
        #endif
      }
    } else {
      __pyx_t_9 = __pyx_t_8(__pyx_t_3);
      if (unlikely(!__pyx_t_9)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(4, 748, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_9);
    }
    __Pyx_XDECREF_SET(__pyx_v_index, __pyx_t_9);
    __pyx_t_9 = 0;
    __pyx_v_dim = __pyx_t_6;
    __pyx_t_6 = (__pyx_t_6 + 1);

    /* "View.MemoryView":749
 * 
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):             # <<<<<<<<<<<<<<
 *             slice_memviewslice(
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 */
    __pyx_t_2 = (PyIndex_Check(__pyx_v_index) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":753
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 *                 index, 0, 0, # start, stop, step             # <<<<<<<<<<<<<<
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 */
      __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 753, __pyx_L1_error)

      /* "View.MemoryView":750
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):
 *             slice_memviewslice(             # <<<<<<<<<<<<<<
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 */
      __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == ((int)-1))) __PYX_ERR(4, 750, __pyx_L1_error)

      /* "View.MemoryView":749
 * 
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):             # <<<<<<<<<<<<<<
 *             slice_memviewslice(
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 */
      goto __pyx_L6;
    }

    /* "View.MemoryView":756
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 *         elif index is None:             # <<<<<<<<<<<<<<
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 */
    __pyx_t_2 = (__pyx_v_index == Py_None);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":757
 *                 False)
 *         elif index is None:
 *             p_dst.shape[new_ndim] = 1             # <<<<<<<<<<<<<<
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1
 */
      (__pyx_v_p_dst->shape[__pyx_v_new_ndim]) = 1;

      /* "View.MemoryView":758
 *         elif index is None:
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0             # <<<<<<<<<<<<<<
 *             p_dst.suboffsets[new_ndim] = -1
 *             new_ndim += 1
 */
      (__pyx_v_p_dst->strides[__pyx_v_new_ndim]) = 0;

      /* "View.MemoryView":759
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1             # <<<<<<<<<<<<<<
 *             new_ndim += 1
 *         else:
 */
      (__pyx_v_p_dst->suboffsets[__pyx_v_new_ndim]) = -1L;

      /* "View.MemoryView":760
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1
 *             new_ndim += 1             # <<<<<<<<<<<<<<
 *         else:
 *             start = index.start or 0
 */
      __pyx_v_new_ndim = (__pyx_v_new_ndim + 1);

      /* "View.MemoryView":756
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 *         elif index is None:             # <<<<<<<<<<<<<<
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 */
      goto __pyx_L6;
    }

    /* "View.MemoryView":762
 *             new_ndim += 1
 *         else:
 *             start = index.start or 0             # <<<<<<<<<<<<<<
 *             stop = index.stop or 0
 *             step = index.step or 0
 */
    /*else*/ {
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 762, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(4, 762, __pyx_L1_error)
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 762, __pyx_L1_error)
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L7_bool_binop_done;
      }
      __pyx_t_10 = 0;
      __pyx_L7_bool_binop_done:;
      __pyx_v_start = __pyx_t_10;

      /* "View.MemoryView":763
 *         else:
 *             start = index.start or 0
 *             stop = index.stop or 0             # <<<<<<<<<<<<<<
 *             step = index.step or 0
 * 
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 763, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(4, 763, __pyx_L1_error)
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 763, __pyx_L1_error)
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_t_10 = 0;
      __pyx_L9_bool_binop_done:;
      __pyx_v_stop = __pyx_t_10;

      /* "View.MemoryView":764
 *             start = index.start or 0
 *             stop = index.stop or 0
 *             step = index.step or 0             # <<<<<<<<<<<<<<
 * 
 *             have_start = index.start is not None
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 764, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(4, 764, __pyx_L1_error)
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 764, __pyx_L1_error)
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_10 = 0;
      __pyx_L11_bool_binop_done:;
      __pyx_v_step = __pyx_t_10;

      /* "View.MemoryView":766
 *             step = index.step or 0
 * 
 *             have_start = index.start is not None             # <<<<<<<<<<<<<<
 *             have_stop = index.stop is not None
 *             have_step = index.step is not None
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 766, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_start = __pyx_t_1;

      /* "View.MemoryView":767
 * 
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None             # <<<<<<<<<<<<<<
 *             have_step = index.step is not None
 * 
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 767, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_stop = __pyx_t_1;

      /* "View.MemoryView":768
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None
 *             have_step = index.step is not None             # <<<<<<<<<<<<<<
 * 
 *             slice_memviewslice(
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) __PYX_ERR(4, 768, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_step = __pyx_t_1;

      /* "View.MemoryView":770
 *             have_step = index.step is not None
 * 
 *             slice_memviewslice(             # <<<<<<<<<<<<<<
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 */
      __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == ((int)-1))) __PYX_ERR(4, 770, __pyx_L1_error)

      /* "View.MemoryView":776
 *                 have_start, have_stop, have_step,
 *                 True)
 *             new_ndim += 1             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(memview, _memoryviewslice):
 */
      __pyx_v_new_ndim = (__pyx_v_new_ndim + 1);
    }
    __pyx_L6:;

    /* "View.MemoryView":748
 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
 *             slice_memviewslice(
 */
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":778
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":779
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
    __Pyx_XDECREF(((PyObject *)__pyx_r));

    /* "View.MemoryView":780
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_dtype_func,
 *                                     memview.dtype_is_object)
 */
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(4, 780, __pyx_L1_error) }

    /* "View.MemoryView":781
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 *     else:
 */
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(4, 781, __pyx_L1_error) }

    /* "View.MemoryView":779
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
    __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 779, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(4, 779, __pyx_L1_error)
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":778
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */
  }

  /* "View.MemoryView":784
 *                                     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":785
 *     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, 784, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);

    /* "View.MemoryView":784
 *                                     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, 784, __pyx_L1_error)
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":712
 * 
 * @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_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":809
 * 
 * @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;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("slice_memviewslice", __pyx_f[4], 809, 1, __PYX_ERR(4, 809, __pyx_L1_error));

  /* "View.MemoryView":829
 *     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":831
 *     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":832
 * 
 *         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":831
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    }

    /* "View.MemoryView":833
 *         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":834
 *             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 == ((int)-1))) __PYX_ERR(4, 834, __pyx_L1_error)

      /* "View.MemoryView":833
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
    }

    /* "View.MemoryView":829
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":837
 *     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":839
 *         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":840
 * 
 *         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 == ((int)-1))) __PYX_ERR(4, 840, __pyx_L1_error)

      /* "View.MemoryView":839
 *         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":843
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
    __pyx_t_2 = (__pyx_v_have_start != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":844
 * 
 *         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":845
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
 */
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

        /* "View.MemoryView":846
 *             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":847
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
 */
          __pyx_v_start = 0;

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

        /* "View.MemoryView":844
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
        goto __pyx_L12;
      }

      /* "View.MemoryView":848
 *                 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":849
 *                     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":850
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
 */
          __pyx_v_start = (__pyx_v_shape - 1);

          /* "View.MemoryView":849
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
          goto __pyx_L14;
        }

        /* "View.MemoryView":852
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        /*else*/ {
          __pyx_v_start = __pyx_v_shape;
        }
        __pyx_L14:;

        /* "View.MemoryView":848
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      }
      __pyx_L12:;

      /* "View.MemoryView":843
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
      goto __pyx_L11;
    }

    /* "View.MemoryView":854
 *                     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":855
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
 */
        __pyx_v_start = (__pyx_v_shape - 1);

        /* "View.MemoryView":854
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
        goto __pyx_L15;
      }

      /* "View.MemoryView":857
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
 */
      /*else*/ {
        __pyx_v_start = 0;
      }
      __pyx_L15:;
    }
    __pyx_L11:;

    /* "View.MemoryView":859
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
    __pyx_t_2 = (__pyx_v_have_stop != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":860
 * 
 *         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":861
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
 */
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":862
 *             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":863
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
 */
          __pyx_v_stop = 0;

          /* "View.MemoryView":862
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        }

        /* "View.MemoryView":860
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
        goto __pyx_L17;
      }

      /* "View.MemoryView":864
 *                 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":865
 *                     stop = 0
 *             elif stop > shape:
 *                 stop = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        __pyx_v_stop = __pyx_v_shape;

        /* "View.MemoryView":864
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
      }
      __pyx_L17:;

      /* "View.MemoryView":859
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
      goto __pyx_L16;
    }

    /* "View.MemoryView":867
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
    /*else*/ {
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":868
 *         else:
 *             if negative_step:
 *                 stop = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 stop = shape
 */
        __pyx_v_stop = -1L;

        /* "View.MemoryView":867
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
        goto __pyx_L19;
      }

      /* "View.MemoryView":870
 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 *         if not have_step:
 */
      /*else*/ {
        __pyx_v_stop = __pyx_v_shape;
      }
      __pyx_L19:;
    }
    __pyx_L16:;

    /* "View.MemoryView":872
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
    __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":873
 * 
 *         if not have_step:
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_step = 1;

      /* "View.MemoryView":872
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
    }

    /* "View.MemoryView":877
 * 
 *         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":879
 *             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":880
 * 
 *             if (stop - start) - step * new_shape:
 *                 new_shape += 1             # <<<<<<<<<<<<<<
 * 
 *         if new_shape < 0:
 */
      __pyx_v_new_shape = (__pyx_v_new_shape + 1);

      /* "View.MemoryView":879
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */
    }

    /* "View.MemoryView":882
 *                 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":883
 * 
 *         if new_shape < 0:
 *             new_shape = 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_new_shape = 0;

      /* "View.MemoryView":882
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */
    }

    /* "View.MemoryView":886
 * 
 * 
 *         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":887
 * 
 *         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":888
 *         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":891
 * 
 * 
 *     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":892
 * 
 *     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":891
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */
    goto __pyx_L23;
  }

  /* "View.MemoryView":894
 *         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":896
 *         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":897
 * 
 *     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":898
 *     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":899
 *         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":898
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */
        goto __pyx_L26;
      }

      /* "View.MemoryView":901
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "             # <<<<<<<<<<<<<<
 *                                      "must be indexed and not sliced", dim)
 *         else:
 */
      /*else*/ {

        /* "View.MemoryView":902
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "
 *                                      "must be indexed and not sliced", dim)             # <<<<<<<<<<<<<<
 *         else:
 *             suboffset_dim[0] = new_ndim
 */
        __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"All dimensions preceding dimension %d must be indexed and not sliced"), __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(4, 901, __pyx_L1_error)
      }
      __pyx_L26:;

      /* "View.MemoryView":897
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 */
      goto __pyx_L25;
    }

    /* "View.MemoryView":904
 *                                      "must be indexed and not sliced", dim)
 *         else:
 *             suboffset_dim[0] = new_ndim             # <<<<<<<<<<<<<<
 * 
 *     return 0
 */
    /*else*/ {
      (__pyx_v_suboffset_dim[0]) = __pyx_v_new_ndim;
    }
    __pyx_L25:;

    /* "View.MemoryView":896
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
 */
  }

  /* "View.MemoryView":906
 *             suboffset_dim[0] = new_ndim
 * 
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":809
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.slice_memviewslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":912
 * 
 * @cname('__pyx_pybuffer_index')
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,             # <<<<<<<<<<<<<<
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 */

static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, Py_ssize_t __pyx_v_index, Py_ssize_t __pyx_v_dim) {
  Py_ssize_t __pyx_v_shape;
  Py_ssize_t __pyx_v_stride;
  Py_ssize_t __pyx_v_suboffset;
  Py_ssize_t __pyx_v_itemsize;
  char *__pyx_v_resultp;
  char *__pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("pybuffer_index", 0);
  __Pyx_TraceCall("pybuffer_index", __pyx_f[4], 912, 0, __PYX_ERR(4, 912, __pyx_L1_error));

  /* "View.MemoryView":914
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t itemsize = view.itemsize
 *     cdef char *resultp
 */
  __pyx_v_suboffset = -1L;

  /* "View.MemoryView":915
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 *     cdef Py_ssize_t itemsize = view.itemsize             # <<<<<<<<<<<<<<
 *     cdef char *resultp
 * 
 */
  __pyx_t_1 = __pyx_v_view->itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":918
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len / itemsize
 *         stride = itemsize
 */
  __pyx_t_2 = ((__pyx_v_view->ndim == 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":919
 * 
 *     if view.ndim == 0:
 *         shape = view.len / itemsize             # <<<<<<<<<<<<<<
 *         stride = itemsize
 *     else:
 */
    if (unlikely(__pyx_v_itemsize == 0)) {
      PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
      __PYX_ERR(4, 919, __pyx_L1_error)
    }
    else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1)  && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) {
      PyErr_SetString(PyExc_OverflowError, "value too large to perform division");
      __PYX_ERR(4, 919, __pyx_L1_error)
    }
    __pyx_v_shape = __Pyx_div_Py_ssize_t(__pyx_v_view->len, __pyx_v_itemsize);

    /* "View.MemoryView":920
 *     if view.ndim == 0:
 *         shape = view.len / itemsize
 *         stride = itemsize             # <<<<<<<<<<<<<<
 *     else:
 *         shape = view.shape[dim]
 */
    __pyx_v_stride = __pyx_v_itemsize;

    /* "View.MemoryView":918
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len / itemsize
 *         stride = itemsize
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":922
 *         stride = itemsize
 *     else:
 *         shape = view.shape[dim]             # <<<<<<<<<<<<<<
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 */
  /*else*/ {
    __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]);

    /* "View.MemoryView":923
 *     else:
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]             # <<<<<<<<<<<<<<
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]
 */
    __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]);

    /* "View.MemoryView":924
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
 */
    __pyx_t_2 = ((__pyx_v_view->suboffsets != NULL) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":925
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]             # <<<<<<<<<<<<<<
 * 
 *     if index < 0:
 */
      __pyx_v_suboffset = (__pyx_v_view->suboffsets[__pyx_v_dim]);

      /* "View.MemoryView":924
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
 */
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":927
 *             suboffset = view.suboffsets[dim]
 * 
 *     if index < 0:             # <<<<<<<<<<<<<<
 *         index += view.shape[dim]
 *         if index < 0:
 */
  __pyx_t_2 = ((__pyx_v_index < 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":928
 * 
 *     if index < 0:
 *         index += view.shape[dim]             # <<<<<<<<<<<<<<
 *         if index < 0:
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 */
    __pyx_v_index = (__pyx_v_index + (__pyx_v_view->shape[__pyx_v_dim]));

    /* "View.MemoryView":929
 *     if index < 0:
 *         index += view.shape[dim]
 *         if index < 0:             # <<<<<<<<<<<<<<
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
    __pyx_t_2 = ((__pyx_v_index < 0) != 0);
    if (unlikely(__pyx_t_2)) {

      /* "View.MemoryView":930
 *         index += view.shape[dim]
 *         if index < 0:
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)             # <<<<<<<<<<<<<<
 * 
 *     if index >= shape:
 */
      __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 930, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 930, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_builtin_IndexError, __pyx_t_4); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 930, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __PYX_ERR(4, 930, __pyx_L1_error)

      /* "View.MemoryView":929
 *     if index < 0:
 *         index += view.shape[dim]
 *         if index < 0:             # <<<<<<<<<<<<<<
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
    }

    /* "View.MemoryView":927
 *             suboffset = view.suboffsets[dim]
 * 
 *     if index < 0:             # <<<<<<<<<<<<<<
 *         index += view.shape[dim]
 *         if index < 0:
 */
  }

  /* "View.MemoryView":932
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     if index >= shape:             # <<<<<<<<<<<<<<
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
  __pyx_t_2 = ((__pyx_v_index >= __pyx_v_shape) != 0);
  if (unlikely(__pyx_t_2)) {

    /* "View.MemoryView":933
 * 
 *     if index >= shape:
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)             # <<<<<<<<<<<<<<
 * 
 *     resultp = bufp + index * stride
 */
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 933, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 933, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_builtin_IndexError, __pyx_t_4); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 933, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(4, 933, __pyx_L1_error)

    /* "View.MemoryView":932
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     if index >= shape:             # <<<<<<<<<<<<<<
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
  }

  /* "View.MemoryView":935
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     resultp = bufp + index * stride             # <<<<<<<<<<<<<<
 *     if suboffset >= 0:
 *         resultp = (<char **> resultp)[0] + suboffset
 */
  __pyx_v_resultp = (__pyx_v_bufp + (__pyx_v_index * __pyx_v_stride));

  /* "View.MemoryView":936
 * 
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 */
  __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":937
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:
 *         resultp = (<char **> resultp)[0] + suboffset             # <<<<<<<<<<<<<<
 * 
 *     return resultp
 */
    __pyx_v_resultp = ((((char **)__pyx_v_resultp)[0]) + __pyx_v_suboffset);

    /* "View.MemoryView":936
 * 
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 */
  }

  /* "View.MemoryView":939
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 *     return resultp             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_resultp;
  goto __pyx_L0;

  /* "View.MemoryView":912
 * 
 * @cname('__pyx_pybuffer_index')
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,             # <<<<<<<<<<<<<<
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView.pybuffer_index", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":945
 * 
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:             # <<<<<<<<<<<<<<
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 */

static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) {
  int __pyx_v_ndim;
  Py_ssize_t *__pyx_v_shape;
  Py_ssize_t *__pyx_v_strides;
  int __pyx_v_i;
  int __pyx_v_j;
  int __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  long __pyx_t_3;
  long __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("transpose_memslice", __pyx_f[4], 945, 1, __PYX_ERR(4, 945, __pyx_L1_error));

  /* "View.MemoryView":946
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:
 *     cdef int ndim = memslice.memview.view.ndim             # <<<<<<<<<<<<<<
 * 
 *     cdef Py_ssize_t *shape = memslice.shape
 */
  __pyx_t_1 = __pyx_v_memslice->memview->view.ndim;
  __pyx_v_ndim = __pyx_t_1;

  /* "View.MemoryView":948
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 *     cdef Py_ssize_t *shape = memslice.shape             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t *strides = memslice.strides
 * 
 */
  __pyx_t_2 = __pyx_v_memslice->shape;
  __pyx_v_shape = __pyx_t_2;

  /* "View.MemoryView":949
 * 
 *     cdef Py_ssize_t *shape = memslice.shape
 *     cdef Py_ssize_t *strides = memslice.strides             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __pyx_v_memslice->strides;
  __pyx_v_strides = __pyx_t_2;

  /* "View.MemoryView":953
 * 
 *     cdef int i, j
 *     for i in range(ndim / 2):             # <<<<<<<<<<<<<<
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]
 */
  __pyx_t_3 = __Pyx_div_long(__pyx_v_ndim, 2);
  __pyx_t_4 = __pyx_t_3;
  for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_4; __pyx_t_1+=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":954
 *     cdef int i, j
 *     for i in range(ndim / 2):
 *         j = ndim - 1 - i             # <<<<<<<<<<<<<<
 *         strides[i], strides[j] = strides[j], strides[i]
 *         shape[i], shape[j] = shape[j], shape[i]
 */
    __pyx_v_j = ((__pyx_v_ndim - 1) - __pyx_v_i);

    /* "View.MemoryView":955
 *     for i in range(ndim / 2):
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]             # <<<<<<<<<<<<<<
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 */
    __pyx_t_5 = (__pyx_v_strides[__pyx_v_j]);
    __pyx_t_6 = (__pyx_v_strides[__pyx_v_i]);
    (__pyx_v_strides[__pyx_v_i]) = __pyx_t_5;
    (__pyx_v_strides[__pyx_v_j]) = __pyx_t_6;

    /* "View.MemoryView":956
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]
 *         shape[i], shape[j] = shape[j], shape[i]             # <<<<<<<<<<<<<<
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:
 */
    __pyx_t_6 = (__pyx_v_shape[__pyx_v_j]);
    __pyx_t_5 = (__pyx_v_shape[__pyx_v_i]);
    (__pyx_v_shape[__pyx_v_i]) = __pyx_t_6;
    (__pyx_v_shape[__pyx_v_j]) = __pyx_t_5;

    /* "View.MemoryView":958
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:             # <<<<<<<<<<<<<<
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 */
    __pyx_t_8 = (((__pyx_v_memslice->suboffsets[__pyx_v_i]) >= 0) != 0);
    if (!__pyx_t_8) {
    } else {
      __pyx_t_7 = __pyx_t_8;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_t_8 = (((__pyx_v_memslice->suboffsets[__pyx_v_j]) >= 0) != 0);
    __pyx_t_7 = __pyx_t_8;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_7) {

      /* "View.MemoryView":959
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")             # <<<<<<<<<<<<<<
 * 
 *     return 1
 */
      __pyx_t_9 = __pyx_memoryview_err(__pyx_builtin_ValueError, ((char *)"Cannot transpose memoryview with indirect dimensions")); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(4, 959, __pyx_L1_error)

      /* "View.MemoryView":958
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:             # <<<<<<<<<<<<<<
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 */
    }
  }

  /* "View.MemoryView":961
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 *     return 1             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 1;
  goto __pyx_L0;

  /* "View.MemoryView":945
 * 
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:             # <<<<<<<<<<<<<<
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.transpose_memslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":978
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 */

/* Python wrapper */
static void __pyx_memoryviewslice___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_memoryviewslice___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self));

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

static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self) {
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__dealloc__", 0);
  __Pyx_TraceCall("__dealloc__", __pyx_f[4], 978, 0, __PYX_ERR(4, 978, __pyx_L1_error));

  /* "View.MemoryView":979
 * 
 *     def __dealloc__(self):
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)             # <<<<<<<<<<<<<<
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 */
  __PYX_XDEC_MEMVIEW((&__pyx_v_self->from_slice), 1);

  /* "View.MemoryView":978
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView._memoryviewslice.__dealloc__", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":981
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)
 */

static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_item_to_object", 0);
  __Pyx_TraceCall("convert_item_to_object", __pyx_f[4], 981, 0, __PYX_ERR(4, 981, __pyx_L1_error));

  /* "View.MemoryView":982
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:             # <<<<<<<<<<<<<<
 *             return self.to_object_func(itemp)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_self->to_object_func != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":983
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)             # <<<<<<<<<<<<<<
 *         else:
 *             return memoryview.convert_item_to_object(self, itemp)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 983, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":982
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:             # <<<<<<<<<<<<<<
 *             return self.to_object_func(itemp)
 *         else:
 */
  }

  /* "View.MemoryView":985
 *             return self.to_object_func(itemp)
 *         else:
 *             return memoryview.convert_item_to_object(self, itemp)             # <<<<<<<<<<<<<<
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 985, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":981
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":987
 *             return memoryview.convert_item_to_object(self, itemp)
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)
 */

static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assign_item_from_object", 0);
  __Pyx_TraceCall("assign_item_from_object", __pyx_f[4], 987, 0, __PYX_ERR(4, 987, __pyx_L1_error));

  /* "View.MemoryView":988
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:             # <<<<<<<<<<<<<<
 *             self.to_dtype_func(itemp, value)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_self->to_dtype_func != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":989
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)             # <<<<<<<<<<<<<<
 *         else:
 *             memoryview.assign_item_from_object(self, itemp, value)
 */
    __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == ((int)0))) __PYX_ERR(4, 989, __pyx_L1_error)

    /* "View.MemoryView":988
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:             # <<<<<<<<<<<<<<
 *             self.to_dtype_func(itemp, value)
 *         else:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":991
 *             self.to_dtype_func(itemp, value)
 *         else:
 *             memoryview.assign_item_from_object(self, itemp, value)             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  /*else*/ {
    __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 991, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":987
 *             return memoryview.convert_item_to_object(self, itemp)
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.assign_item_from_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":994
 * 
 *     @property
 *     def base(self):             # <<<<<<<<<<<<<<
 *         return self.from_object
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_TraceCall("__get__", __pyx_f[4], 994, 0, __PYX_ERR(4, 994, __pyx_L1_error));

  /* "View.MemoryView":995
 *     @property
 *     def base(self):
 *         return self.from_object             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->from_object);
  __pyx_r = __pyx_v_self->from_object;
  goto __pyx_L0;

  /* "View.MemoryView":994
 * 
 *     @property
 *     def base(self):             # <<<<<<<<<<<<<<
 *         return self.from_object
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.base.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_memoryviewslice_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyMethodDef __pyx_mdef___pyx_memoryviewslice_1__reduce_cython__ = {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, METH_NOARGS, 0};
static PyObject *__pyx_pw___pyx_memoryviewslice_1__reduce_cython__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__reduce_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_memoryviewslice___reduce_cython__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self));

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

static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__reduce_cython__", 0);
  __Pyx_TraceCall("__reduce_cython__", __pyx_f[4], 1, 0, __PYX_ERR(4, 1, __pyx_L1_error));

  /* "(tree fragment)":2
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__44, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 2, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __PYX_ERR(4, 2, __pyx_L1_error)

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.__reduce_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */

/* Python wrapper */
static PyObject *__pyx_pw___pyx_memoryviewslice_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state); /*proto*/
static PyMethodDef __pyx_mdef___pyx_memoryviewslice_3__setstate_cython__ = {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, METH_O, 0};
static PyObject *__pyx_pw___pyx_memoryviewslice_3__setstate_cython__(PyObject *__pyx_v_self, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setstate_cython__ (wrapper)", 0);
  __pyx_r = __pyx_pf___pyx_memoryviewslice_2__setstate_cython__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self), ((PyObject *)__pyx_v___pyx_state));

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

static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setstate_cython__", 0);
  __Pyx_TraceCall("__setstate_cython__", __pyx_f[4], 3, 0, __PYX_ERR(4, 3, __pyx_L1_error));

  /* "(tree fragment)":4
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__45, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __PYX_ERR(4, 4, __pyx_L1_error)

  /* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1001
 * 
 * @cname('__pyx_memoryview_fromslice')
 * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice,             # <<<<<<<<<<<<<<
 *                           int ndim,
 *                           object (*to_object_func)(char *),
 */

static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewslice, int __pyx_v_ndim, PyObject *(*__pyx_v_to_object_func)(char *), int (*__pyx_v_to_dtype_func)(char *, PyObject *), int __pyx_v_dtype_is_object) {
  struct __pyx_memoryviewslice_obj *__pyx_v_result = 0;
  Py_ssize_t __pyx_v_suboffset;
  PyObject *__pyx_v_length = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __Pyx_TypeInfo *__pyx_t_4;
  Py_buffer __pyx_t_5;
  Py_ssize_t *__pyx_t_6;
  Py_ssize_t *__pyx_t_7;
  Py_ssize_t *__pyx_t_8;
  Py_ssize_t __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_fromslice", 0);
  __Pyx_TraceCall("memoryview_fromslice", __pyx_f[4], 1001, 0, __PYX_ERR(4, 1001, __pyx_L1_error));

  /* "View.MemoryView":1009
 *     cdef _memoryviewslice result
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  __pyx_t_1 = ((((PyObject *)__pyx_v_memviewslice.memview) == Py_None) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1010
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:
 *         return None             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_r = Py_None; __Pyx_INCREF(Py_None);
    goto __pyx_L0;

    /* "View.MemoryView":1009
 *     cdef _memoryviewslice result
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  }

  /* "View.MemoryView":1015
 * 
 * 
 *     result = _memoryviewslice(None, 0, dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 *     result.from_slice = memviewslice
 */
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1015, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 1015, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  PyTuple_SET_ITEM(__pyx_t_3, 0, Py_None);
  __Pyx_INCREF(__pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_0);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)__pyx_memoryviewslice_type), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1015, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":1017
 *     result = _memoryviewslice(None, 0, dtype_is_object)
 * 
 *     result.from_slice = memviewslice             # <<<<<<<<<<<<<<
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)
 * 
 */
  __pyx_v_result->from_slice = __pyx_v_memviewslice;

  /* "View.MemoryView":1018
 * 
 *     result.from_slice = memviewslice
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)             # <<<<<<<<<<<<<<
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base
 */
  __PYX_INC_MEMVIEW((&__pyx_v_memviewslice), 1);

  /* "View.MemoryView":1020
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base             # <<<<<<<<<<<<<<
 *     result.typeinfo = memviewslice.memview.typeinfo
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1020, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __Pyx_GOTREF(__pyx_v_result->from_object);
  __Pyx_DECREF(__pyx_v_result->from_object);
  __pyx_v_result->from_object = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "View.MemoryView":1021
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base
 *     result.typeinfo = memviewslice.memview.typeinfo             # <<<<<<<<<<<<<<
 * 
 *     result.view = memviewslice.memview.view
 */
  __pyx_t_4 = __pyx_v_memviewslice.memview->typeinfo;
  __pyx_v_result->__pyx_base.typeinfo = __pyx_t_4;

  /* "View.MemoryView":1023
 *     result.typeinfo = memviewslice.memview.typeinfo
 * 
 *     result.view = memviewslice.memview.view             # <<<<<<<<<<<<<<
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim
 */
  __pyx_t_5 = __pyx_v_memviewslice.memview->view;
  __pyx_v_result->__pyx_base.view = __pyx_t_5;

  /* "View.MemoryView":1024
 * 
 *     result.view = memviewslice.memview.view
 *     result.view.buf = <void *> memviewslice.data             # <<<<<<<<<<<<<<
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 */
  __pyx_v_result->__pyx_base.view.buf = ((void *)__pyx_v_memviewslice.data);

  /* "View.MemoryView":1025
 *     result.view = memviewslice.memview.view
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim             # <<<<<<<<<<<<<<
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 *     Py_INCREF(Py_None)
 */
  __pyx_v_result->__pyx_base.view.ndim = __pyx_v_ndim;

  /* "View.MemoryView":1026
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None             # <<<<<<<<<<<<<<
 *     Py_INCREF(Py_None)
 * 
 */
  ((Py_buffer *)(&__pyx_v_result->__pyx_base.view))->obj = Py_None;

  /* "View.MemoryView":1027
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 *     Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *     if (<memoryview>memviewslice.memview).flags & PyBUF_WRITABLE:
 */
  Py_INCREF(Py_None);

  /* "View.MemoryView":1029
 *     Py_INCREF(Py_None)
 * 
 *     if (<memoryview>memviewslice.memview).flags & PyBUF_WRITABLE:             # <<<<<<<<<<<<<<
 *         result.flags = PyBUF_RECORDS
 *     else:
 */
  __pyx_t_1 = ((((struct __pyx_memoryview_obj *)__pyx_v_memviewslice.memview)->flags & PyBUF_WRITABLE) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1030
 * 
 *     if (<memoryview>memviewslice.memview).flags & PyBUF_WRITABLE:
 *         result.flags = PyBUF_RECORDS             # <<<<<<<<<<<<<<
 *     else:
 *         result.flags = PyBUF_RECORDS_RO
 */
    __pyx_v_result->__pyx_base.flags = PyBUF_RECORDS;

    /* "View.MemoryView":1029
 *     Py_INCREF(Py_None)
 * 
 *     if (<memoryview>memviewslice.memview).flags & PyBUF_WRITABLE:             # <<<<<<<<<<<<<<
 *         result.flags = PyBUF_RECORDS
 *     else:
 */
    goto __pyx_L4;
  }

  /* "View.MemoryView":1032
 *         result.flags = PyBUF_RECORDS
 *     else:
 *         result.flags = PyBUF_RECORDS_RO             # <<<<<<<<<<<<<<
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 */
  /*else*/ {
    __pyx_v_result->__pyx_base.flags = PyBUF_RECORDS_RO;
  }
  __pyx_L4:;

  /* "View.MemoryView":1034
 *         result.flags = PyBUF_RECORDS_RO
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape             # <<<<<<<<<<<<<<
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides
 * 
 */
  __pyx_v_result->__pyx_base.view.shape = ((Py_ssize_t *)__pyx_v_result->from_slice.shape);

  /* "View.MemoryView":1035
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_v_result->__pyx_base.view.strides = ((Py_ssize_t *)__pyx_v_result->from_slice.strides);

  /* "View.MemoryView":1038
 * 
 * 
 *     result.view.suboffsets = NULL             # <<<<<<<<<<<<<<
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:
 */
  __pyx_v_result->__pyx_base.view.suboffsets = NULL;

  /* "View.MemoryView":1039
 * 
 *     result.view.suboffsets = NULL
 *     for suboffset in result.from_slice.suboffsets[:ndim]:             # <<<<<<<<<<<<<<
 *         if suboffset >= 0:
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 */
  __pyx_t_7 = (__pyx_v_result->from_slice.suboffsets + __pyx_v_ndim);
  for (__pyx_t_8 = __pyx_v_result->from_slice.suboffsets; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) {
    __pyx_t_6 = __pyx_t_8;
    __pyx_v_suboffset = (__pyx_t_6[0]);

    /* "View.MemoryView":1040
 *     result.view.suboffsets = NULL
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 *             break
 */
    __pyx_t_1 = ((__pyx_v_suboffset >= 0) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":1041
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_result->__pyx_base.view.suboffsets = ((Py_ssize_t *)__pyx_v_result->from_slice.suboffsets);

      /* "View.MemoryView":1042
 *         if suboffset >= 0:
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 *             break             # <<<<<<<<<<<<<<
 * 
 *     result.view.len = result.view.itemsize
 */
      goto __pyx_L6_break;

      /* "View.MemoryView":1040
 *     result.view.suboffsets = NULL
 *     for suboffset in result.from_slice.suboffsets[:ndim]:
 *         if suboffset >= 0:             # <<<<<<<<<<<<<<
 *             result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 *             break
 */
    }
  }
  __pyx_L6_break:;

  /* "View.MemoryView":1044
 *             break
 * 
 *     result.view.len = result.view.itemsize             # <<<<<<<<<<<<<<
 *     for length in result.view.shape[:ndim]:
 *         result.view.len *= length
 */
  __pyx_t_9 = __pyx_v_result->__pyx_base.view.itemsize;
  __pyx_v_result->__pyx_base.view.len = __pyx_t_9;

  /* "View.MemoryView":1045
 * 
 *     result.view.len = result.view.itemsize
 *     for length in result.view.shape[:ndim]:             # <<<<<<<<<<<<<<
 *         result.view.len *= length
 * 
 */
  __pyx_t_7 = (__pyx_v_result->__pyx_base.view.shape + __pyx_v_ndim);
  for (__pyx_t_8 = __pyx_v_result->__pyx_base.view.shape; __pyx_t_8 < __pyx_t_7; __pyx_t_8++) {
    __pyx_t_6 = __pyx_t_8;
    __pyx_t_2 = PyInt_FromSsize_t((__pyx_t_6[0])); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1045, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "View.MemoryView":1046
 *     result.view.len = result.view.itemsize
 *     for length in result.view.shape[:ndim]:
 *         result.view.len *= length             # <<<<<<<<<<<<<<
 * 
 *     result.to_object_func = to_object_func
 */
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_result->__pyx_base.view.len); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1046, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_t_2, __pyx_v_length); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 1046, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(4, 1046, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_result->__pyx_base.view.len = __pyx_t_9;
  }

  /* "View.MemoryView":1048
 *         result.view.len *= length
 * 
 *     result.to_object_func = to_object_func             # <<<<<<<<<<<<<<
 *     result.to_dtype_func = to_dtype_func
 * 
 */
  __pyx_v_result->to_object_func = __pyx_v_to_object_func;

  /* "View.MemoryView":1049
 * 
 *     result.to_object_func = to_object_func
 *     result.to_dtype_func = to_dtype_func             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  __pyx_v_result->to_dtype_func = __pyx_v_to_dtype_func;

  /* "View.MemoryView":1051
 *     result.to_dtype_func = to_dtype_func
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":1001
 * 
 * @cname('__pyx_memoryview_fromslice')
 * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice,             # <<<<<<<<<<<<<<
 *                           int ndim,
 *                           object (*to_object_func)(char *),
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview_fromslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_length);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1054
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview,             # <<<<<<<<<<<<<<
 *                                                    __Pyx_memviewslice *mslice) except NULL:
 *     cdef _memoryviewslice obj
 */

static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_mslice) {
  struct __pyx_memoryviewslice_obj *__pyx_v_obj = 0;
  __Pyx_memviewslice *__pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_slice_from_memview", 0);
  __Pyx_TraceCall("get_slice_from_memview", __pyx_f[4], 1054, 0, __PYX_ERR(4, 1054, __pyx_L1_error));

  /* "View.MemoryView":1057
 *                                                    __Pyx_memviewslice *mslice) except NULL:
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         obj = memview
 *         return &obj.from_slice
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1058
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):
 *         obj = memview             # <<<<<<<<<<<<<<
 *         return &obj.from_slice
 *     else:
 */
    if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) __PYX_ERR(4, 1058, __pyx_L1_error)
    __pyx_t_3 = ((PyObject *)__pyx_v_memview);
    __Pyx_INCREF(__pyx_t_3);
    __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "View.MemoryView":1059
 *     if isinstance(memview, _memoryviewslice):
 *         obj = memview
 *         return &obj.from_slice             # <<<<<<<<<<<<<<
 *     else:
 *         slice_copy(memview, mslice)
 */
    __pyx_r = (&__pyx_v_obj->from_slice);
    goto __pyx_L0;

    /* "View.MemoryView":1057
 *                                                    __Pyx_memviewslice *mslice) except NULL:
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         obj = memview
 *         return &obj.from_slice
 */
  }

  /* "View.MemoryView":1061
 *         return &obj.from_slice
 *     else:
 *         slice_copy(memview, mslice)             # <<<<<<<<<<<<<<
 *         return mslice
 * 
 */
  /*else*/ {
    __pyx_memoryview_slice_copy(__pyx_v_memview, __pyx_v_mslice);

    /* "View.MemoryView":1062
 *     else:
 *         slice_copy(memview, mslice)
 *         return mslice             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_slice_copy')
 */
    __pyx_r = __pyx_v_mslice;
    goto __pyx_L0;
  }

  /* "View.MemoryView":1054
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview,             # <<<<<<<<<<<<<<
 *                                                    __Pyx_memviewslice *mslice) except NULL:
 *     cdef _memoryviewslice obj
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.get_slice_from_memview", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_obj);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1065
 * 
 * @cname('__pyx_memoryview_slice_copy')
 * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst):             # <<<<<<<<<<<<<<
 *     cdef int dim
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 */

static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_dst) {
  int __pyx_v_dim;
  Py_ssize_t *__pyx_v_shape;
  Py_ssize_t *__pyx_v_strides;
  Py_ssize_t *__pyx_v_suboffsets;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  Py_ssize_t *__pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_copy", 0);
  __Pyx_TraceCall("slice_copy", __pyx_f[4], 1065, 0, __PYX_ERR(4, 1065, __pyx_L1_error));

  /* "View.MemoryView":1069
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 * 
 *     shape = memview.view.shape             # <<<<<<<<<<<<<<
 *     strides = memview.view.strides
 *     suboffsets = memview.view.suboffsets
 */
  __pyx_t_1 = __pyx_v_memview->view.shape;
  __pyx_v_shape = __pyx_t_1;

  /* "View.MemoryView":1070
 * 
 *     shape = memview.view.shape
 *     strides = memview.view.strides             # <<<<<<<<<<<<<<
 *     suboffsets = memview.view.suboffsets
 * 
 */
  __pyx_t_1 = __pyx_v_memview->view.strides;
  __pyx_v_strides = __pyx_t_1;

  /* "View.MemoryView":1071
 *     shape = memview.view.shape
 *     strides = memview.view.strides
 *     suboffsets = memview.view.suboffsets             # <<<<<<<<<<<<<<
 * 
 *     dst.memview = <__pyx_memoryview *> memview
 */
  __pyx_t_1 = __pyx_v_memview->view.suboffsets;
  __pyx_v_suboffsets = __pyx_t_1;

  /* "View.MemoryView":1073
 *     suboffsets = memview.view.suboffsets
 * 
 *     dst.memview = <__pyx_memoryview *> memview             # <<<<<<<<<<<<<<
 *     dst.data = <char *> memview.view.buf
 * 
 */
  __pyx_v_dst->memview = ((struct __pyx_memoryview_obj *)__pyx_v_memview);

  /* "View.MemoryView":1074
 * 
 *     dst.memview = <__pyx_memoryview *> memview
 *     dst.data = <char *> memview.view.buf             # <<<<<<<<<<<<<<
 * 
 *     for dim in range(memview.view.ndim):
 */
  __pyx_v_dst->data = ((char *)__pyx_v_memview->view.buf);

  /* "View.MemoryView":1076
 *     dst.data = <char *> memview.view.buf
 * 
 *     for dim in range(memview.view.ndim):             # <<<<<<<<<<<<<<
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]
 */
  __pyx_t_2 = __pyx_v_memview->view.ndim;
  __pyx_t_3 = __pyx_t_2;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_dim = __pyx_t_4;

    /* "View.MemoryView":1077
 * 
 *     for dim in range(memview.view.ndim):
 *         dst.shape[dim] = shape[dim]             # <<<<<<<<<<<<<<
 *         dst.strides[dim] = strides[dim]
 *         dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1
 */
    (__pyx_v_dst->shape[__pyx_v_dim]) = (__pyx_v_shape[__pyx_v_dim]);

    /* "View.MemoryView":1078
 *     for dim in range(memview.view.ndim):
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]             # <<<<<<<<<<<<<<
 *         dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1
 * 
 */
    (__pyx_v_dst->strides[__pyx_v_dim]) = (__pyx_v_strides[__pyx_v_dim]);

    /* "View.MemoryView":1079
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]
 *         dst.suboffsets[dim] = suboffsets[dim] if suboffsets else -1             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_object')
 */
    if ((__pyx_v_suboffsets != 0)) {
      __pyx_t_5 = (__pyx_v_suboffsets[__pyx_v_dim]);
    } else {
      __pyx_t_5 = -1L;
    }
    (__pyx_v_dst->suboffsets[__pyx_v_dim]) = __pyx_t_5;
  }

  /* "View.MemoryView":1065
 * 
 * @cname('__pyx_memoryview_slice_copy')
 * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst):             # <<<<<<<<<<<<<<
 *     cdef int dim
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.slice_copy", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":1082
 * 
 * @cname('__pyx_memoryview_copy_object')
 * cdef memoryview_copy(memoryview memview):             # <<<<<<<<<<<<<<
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 */

static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx_v_memview) {
  __Pyx_memviewslice __pyx_v_memviewslice;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_copy", 0);
  __Pyx_TraceCall("memoryview_copy", __pyx_f[4], 1082, 0, __PYX_ERR(4, 1082, __pyx_L1_error));

  /* "View.MemoryView":1085
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 *     slice_copy(memview, &memviewslice)             # <<<<<<<<<<<<<<
 *     return memoryview_copy_from_slice(memview, &memviewslice)
 * 
 */
  __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_memviewslice));

  /* "View.MemoryView":1086
 *     cdef __Pyx_memviewslice memviewslice
 *     slice_copy(memview, &memviewslice)
 *     return memoryview_copy_from_slice(memview, &memviewslice)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 1086, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1082
 * 
 * @cname('__pyx_memoryview_copy_object')
 * cdef memoryview_copy(memoryview memview):             # <<<<<<<<<<<<<<
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1089
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):             # <<<<<<<<<<<<<<
 *     """
 *     Create a new memoryview object from a given memoryview object and slice.
 */

static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_memviewslice) {
  PyObject *(*__pyx_v_to_object_func)(char *);
  int (*__pyx_v_to_dtype_func)(char *, PyObject *);
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *(*__pyx_t_3)(char *);
  int (*__pyx_t_4)(char *, PyObject *);
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_copy_from_slice", 0);
  __Pyx_TraceCall("memoryview_copy_from_slice", __pyx_f[4], 1089, 0, __PYX_ERR(4, 1089, __pyx_L1_error));

  /* "View.MemoryView":1096
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1097
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         to_object_func = (<_memoryviewslice> memview).to_object_func             # <<<<<<<<<<<<<<
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
 */
    __pyx_t_3 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_object_func;
    __pyx_v_to_object_func = __pyx_t_3;

    /* "View.MemoryView":1098
 *     if isinstance(memview, _memoryviewslice):
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func             # <<<<<<<<<<<<<<
 *     else:
 *         to_object_func = NULL
 */
    __pyx_t_4 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_dtype_func;
    __pyx_v_to_dtype_func = __pyx_t_4;

    /* "View.MemoryView":1096
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1100
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
 *         to_object_func = NULL             # <<<<<<<<<<<<<<
 *         to_dtype_func = NULL
 * 
 */
  /*else*/ {
    __pyx_v_to_object_func = NULL;

    /* "View.MemoryView":1101
 *     else:
 *         to_object_func = NULL
 *         to_dtype_func = NULL             # <<<<<<<<<<<<<<
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
 */
    __pyx_v_to_dtype_func = NULL;
  }
  __pyx_L3:;

  /* "View.MemoryView":1103
 *         to_dtype_func = NULL
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,             # <<<<<<<<<<<<<<
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)
 */
  __Pyx_XDECREF(__pyx_r);

  /* "View.MemoryView":1105
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 1103, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1089
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):             # <<<<<<<<<<<<<<
 *     """
 *     Create a new memoryview object from a given memoryview object and slice.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy_from_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1111
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) {
  Py_ssize_t __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("abs_py_ssize_t", __pyx_f[4], 1111, 1, __PYX_ERR(4, 1111, __pyx_L1_error));

  /* "View.MemoryView":1112
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:             # <<<<<<<<<<<<<<
 *         return -arg
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_arg < 0) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1113
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:
 *         return -arg             # <<<<<<<<<<<<<<
 *     else:
 *         return arg
 */
    __pyx_r = (-__pyx_v_arg);
    goto __pyx_L0;

    /* "View.MemoryView":1112
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:             # <<<<<<<<<<<<<<
 *         return -arg
 *     else:
 */
  }

  /* "View.MemoryView":1115
 *         return -arg
 *     else:
 *         return arg             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_get_best_slice_order')
 */
  /*else*/ {
    __pyx_r = __pyx_v_arg;
    goto __pyx_L0;
  }

  /* "View.MemoryView":1111
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.abs_py_ssize_t", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":1118
 * 
 * @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.
 */

static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_c_stride;
  Py_ssize_t __pyx_v_f_stride;
  char __pyx_r;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("get_best_order", __pyx_f[4], 1118, 1, __PYX_ERR(4, 1118, __pyx_L1_error));

  /* "View.MemoryView":1123
 *     """
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t f_stride = 0
 * 
 */
  __pyx_v_c_stride = 0;

  /* "View.MemoryView":1124
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0
 *     cdef Py_ssize_t f_stride = 0             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */
  __pyx_v_f_stride = 0;

  /* "View.MemoryView":1126
 *     cdef Py_ssize_t f_stride = 0
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
 */
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1127
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1128
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1129
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
      goto __pyx_L4_break;

      /* "View.MemoryView":1127
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
 */
    }
  }
  __pyx_L4_break:;

  /* "View.MemoryView":1131
 *             break
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 */
  __pyx_t_1 = __pyx_v_ndim;
  __pyx_t_3 = __pyx_t_1;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "View.MemoryView":1132
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1133
 *     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":1134
 *         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":1132
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    }
  }
  __pyx_L7_break:;

  /* "View.MemoryView":1136
 *             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":1137
 * 
 *     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":1136
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
 */
  }

  /* "View.MemoryView":1139
 *         return 'C'
 *     else:
 *         return 'F'             # <<<<<<<<<<<<<<
 * 
 * @cython.cdivision(True)
 */
  /*else*/ {
    __pyx_r = 'F';
    goto __pyx_L0;
  }

  /* "View.MemoryView":1118
 * 
 * @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_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.get_best_order", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":1142
 * 
 * @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;
  Py_ssize_t __pyx_t_6;

  /* "View.MemoryView":1149
 * 
 *     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":1150
 *     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":1151
 *     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":1152
 *     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":1154
 *     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":1155
 * 
 *     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":1156
 *     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":1155
 * 
 *     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":1157
 *        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):
 */
      (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)));

      /* "View.MemoryView":1155
 * 
 *     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":1159
 *            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;
      __pyx_t_5 = __pyx_t_4;
      for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
        __pyx_v_i = __pyx_t_6;

        /* "View.MemoryView":1160
 *        else:
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                src_data += src_stride
 *                dst_data += dst_stride
 */
        (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize));

        /* "View.MemoryView":1161
 *            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":1162
 *                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":1154
 *     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":1164
 *                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;
    __pyx_t_5 = __pyx_t_4;
    for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
      __pyx_v_i = __pyx_t_6;

      /* "View.MemoryView":1165
 *     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":1169
 *                                      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":1170
 *                                      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":1142
 * 
 * @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":1172
 *             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) {
  __Pyx_TraceDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("copy_strided_to_strided", __pyx_f[4], 1172, 1, __PYX_ERR(4, 1172, __pyx_L1_error));

  /* "View.MemoryView":1175
 *                                   __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":1172
 *             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 */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.copy_strided_to_strided", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
}

/* "View.MemoryView":1179
 * 
 * @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 Py_ssize_t shape, size = src.memview.view.itemsize
 */

static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
  Py_ssize_t __pyx_v_shape;
  Py_ssize_t __pyx_v_size;
  Py_ssize_t __pyx_r;
  __Pyx_TraceDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("slice_get_size", __pyx_f[4], 1179, 1, __PYX_ERR(4, 1179, __pyx_L1_error));

  /* "View.MemoryView":1181
 * 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 Py_ssize_t shape, size = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     for shape in src.shape[:ndim]:
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_size = __pyx_t_1;

  /* "View.MemoryView":1183
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 * 
 *     for shape in src.shape[:ndim]:             # <<<<<<<<<<<<<<
 *         size *= shape
 * 
 */
  __pyx_t_3 = (__pyx_v_src->shape + __pyx_v_ndim);
  for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {
    __pyx_t_2 = __pyx_t_4;
    __pyx_v_shape = (__pyx_t_2[0]);

    /* "View.MemoryView":1184
 * 
 *     for shape in src.shape[:ndim]:
 *         size *= shape             # <<<<<<<<<<<<<<
 * 
 *     return size
 */
    __pyx_v_size = (__pyx_v_size * __pyx_v_shape);
  }

  /* "View.MemoryView":1186
 *         size *= shape
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
 */
  __pyx_r = __pyx_v_size;
  goto __pyx_L0;

  /* "View.MemoryView":1179
 * 
 * @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 Py_ssize_t shape, size = src.memview.view.itemsize
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.slice_get_size", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":1189
 * 
 * @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;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("fill_contig_strides_array", __pyx_f[4], 1189, 1, __PYX_ERR(4, 1189, __pyx_L1_error));

  /* "View.MemoryView":1198
 *     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":1199
 * 
 *     if order == 'F':
 *         for idx in range(ndim):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
 */
    __pyx_t_2 = __pyx_v_ndim;
    __pyx_t_3 = __pyx_t_2;
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
      __pyx_v_idx = __pyx_t_4;

      /* "View.MemoryView":1200
 *     if order == 'F':
 *         for idx in range(ndim):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 *     else:
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1201
 *         for idx in range(ndim):
 *             strides[idx] = 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":1198
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1203
 *             stride *= shape[idx]
 *     else:
 *         for idx in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
 */
  /*else*/ {
    for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) {
      __pyx_v_idx = __pyx_t_2;

      /* "View.MemoryView":1204
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 * 
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1205
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride
 *             stride *= shape[idx]             # <<<<<<<<<<<<<<
 * 
 *     return stride
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1207
 *             stride *= shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 */
  __pyx_r = __pyx_v_stride;
  goto __pyx_L0;

  /* "View.MemoryView":1189
 * 
 * @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_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.fill_contig_strides_array", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":1210
 * 
 * @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;
  __Pyx_TraceDeclarations
  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;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("copy_data_to_temp", __pyx_f[4], 1210, 1, __PYX_ERR(4, 1210, __pyx_L1_error));

  /* "View.MemoryView":1221
 *     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":1222
 * 
 *     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":1224
 *     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":1225
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1226
 *     result = malloc(size)
 *     if not result:
 *         _err(MemoryError, NULL)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(4, 1226, __pyx_L1_error)

    /* "View.MemoryView":1225
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  }

  /* "View.MemoryView":1229
 * 
 * 
 *     tmpslice.data = <char *> result             # <<<<<<<<<<<<<<
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 */
  __pyx_v_tmpslice->data = ((char *)__pyx_v_result);

  /* "View.MemoryView":1230
 * 
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview             # <<<<<<<<<<<<<<
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 */
  __pyx_t_4 = __pyx_v_src->memview;
  __pyx_v_tmpslice->memview = __pyx_t_4;

  /* "View.MemoryView":1231
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1
 */
  __pyx_t_3 = __pyx_v_ndim;
  __pyx_t_5 = __pyx_t_3;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "View.MemoryView":1232
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]             # <<<<<<<<<<<<<<
 *         tmpslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]);

    /* "View.MemoryView":1233
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,
 */
    (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L;
  }

  /* "View.MemoryView":1235
 *         tmpslice.suboffsets[i] = -1
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,             # <<<<<<<<<<<<<<
 *                               ndim, order)
 * 
 */
  (void)(__pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order));

  /* "View.MemoryView":1239
 * 
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0
 */
  __pyx_t_3 = __pyx_v_ndim;
  __pyx_t_5 = __pyx_t_3;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "View.MemoryView":1240
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */
    __pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1241
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0             # <<<<<<<<<<<<<<
 * 
 *     if slice_is_contig(src[0], order, ndim):
 */
      (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0;

      /* "View.MemoryView":1240
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */
    }
  }

  /* "View.MemoryView":1243
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src[0], order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */
  __pyx_t_2 = (__pyx_memviewslice_is_contig((__pyx_v_src[0]), __pyx_v_order, __pyx_v_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1244
 * 
 *     if slice_is_contig(src[0], order, ndim):
 *         memcpy(result, src.data, size)             # <<<<<<<<<<<<<<
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 */
    (void)(memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size));

    /* "View.MemoryView":1243
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src[0], order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */
    goto __pyx_L9;
  }

  /* "View.MemoryView":1246
 *         memcpy(result, src.data, size)
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  /*else*/ {
    copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize);
  }
  __pyx_L9:;

  /* "View.MemoryView":1248
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":1210
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":1253
 * 
 * @cname('__pyx_memoryview_err_extents')
 * cdef int _err_extents(int i, Py_ssize_t extent1,             # <<<<<<<<<<<<<<
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 */

static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent1, Py_ssize_t __pyx_v_extent2) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err_extents", 0);
  __Pyx_TraceCall("_err_extents", __pyx_f[4], 1253, 0, __PYX_ERR(4, 1253, __pyx_L1_error));

  /* "View.MemoryView":1256
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 *                                                         (i, extent1, extent2))             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err_dim')
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 1256, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1256, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 1256, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 1256, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_3);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_3 = 0;

  /* "View.MemoryView":1255
 * cdef int _err_extents(int i, Py_ssize_t extent1,
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %             # <<<<<<<<<<<<<<
 *                                                         (i, extent1, extent2))
 * 
 */
  __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 1255, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_builtin_ValueError, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 1255, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_Raise(__pyx_t_4, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __PYX_ERR(4, 1255, __pyx_L1_error)

  /* "View.MemoryView":1253
 * 
 * @cname('__pyx_memoryview_err_extents')
 * cdef int _err_extents(int i, Py_ssize_t extent1,             # <<<<<<<<<<<<<<
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView._err_extents", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  __Pyx_PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1259
 * 
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:             # <<<<<<<<<<<<<<
 *     raise error(msg.decode('ascii') % dim)
 * 
 */

static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, int __pyx_v_dim) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err_dim", 0);
  __Pyx_TraceCall("_err_dim", __pyx_f[4], 1259, 0, __PYX_ERR(4, 1259, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_error);

  /* "View.MemoryView":1260
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:
 *     raise error(msg.decode('ascii') % dim)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err')
 */
  __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1260, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 1260, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 1260, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_INCREF(__pyx_v_error);
  __pyx_t_3 = __pyx_v_error; __pyx_t_2 = NULL;
  if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  __pyx_t_1 = (__pyx_t_2) ? __Pyx_PyObject_Call2Args(__pyx_t_3, __pyx_t_2, __pyx_t_4) : __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4);
  __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 1260, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __PYX_ERR(4, 1260, __pyx_L1_error)

  /* "View.MemoryView":1259
 * 
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:             # <<<<<<<<<<<<<<
 *     raise error(msg.decode('ascii') % dim)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView._err_dim", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_XDECREF(__pyx_v_error);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  __Pyx_PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1263
 * 
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:             # <<<<<<<<<<<<<<
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))
 */

static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) {
  int __pyx_r;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err", 0);
  __Pyx_TraceCall("_err", __pyx_f[4], 1263, 0, __PYX_ERR(4, 1263, __pyx_L1_error));
  __Pyx_INCREF(__pyx_v_error);

  /* "View.MemoryView":1264
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:             # <<<<<<<<<<<<<<
 *         raise error(msg.decode('ascii'))
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_msg != NULL) != 0);
  if (unlikely(__pyx_t_1)) {

    /* "View.MemoryView":1265
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))             # <<<<<<<<<<<<<<
 *     else:
 *         raise error
 */
    __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 1265, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_error);
    __pyx_t_4 = __pyx_v_error; __pyx_t_5 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    __pyx_t_2 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_t_3) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3);
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_2)) __PYX_ERR(4, 1265, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __PYX_ERR(4, 1265, __pyx_L1_error)

    /* "View.MemoryView":1264
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:             # <<<<<<<<<<<<<<
 *         raise error(msg.decode('ascii'))
 *     else:
 */
  }

  /* "View.MemoryView":1267
 *         raise error(msg.decode('ascii'))
 *     else:
 *         raise error             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_contents')
 */
  /*else*/ {
    __Pyx_Raise(__pyx_v_error, 0, 0, 0);
    __PYX_ERR(4, 1267, __pyx_L1_error)
  }

  /* "View.MemoryView":1263
 * 
 * @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);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView._err", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_XDECREF(__pyx_v_error);
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  __Pyx_PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1270
 * 
 * @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;
  __Pyx_TraceDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  void *__pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("memoryview_copy_contents", __pyx_f[4], 1270, 1, __PYX_ERR(4, 1270, __pyx_L1_error));

  /* "View.MemoryView":1278
 *     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":1279
 *     """
 *     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":1281
 *     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":1282
 *     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":1283
 *     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":1286
 *     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":1287
 * 
 *     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":1286
 *     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":1288
 *     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":1289
 *         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":1288
 *     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":1291
 *         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":1293
 *     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;
  __pyx_t_3 = __pyx_t_5;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "View.MemoryView":1294
 * 
 *     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":1295
 *     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":1296
 *         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":1297
 *             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":1295
 *     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":1299
 *                 src.strides[i] = 0
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])             # <<<<<<<<<<<<<<
 * 
 *         if src.suboffsets[i] >= 0:
 */
      /*else*/ {
        __pyx_t_6 = __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_6 == ((int)-1))) __PYX_ERR(4, 1299, __pyx_L1_error)
      }
      __pyx_L7:;

      /* "View.MemoryView":1294
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 */
    }

    /* "View.MemoryView":1301
 *                 _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":1302
 * 
 *         if src.suboffsets[i] >= 0:
 *             _err_dim(ValueError, "Dimension %d is not direct", i)             # <<<<<<<<<<<<<<
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 */
      __pyx_t_6 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Dimension %d is not direct"), __pyx_v_i); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(4, 1302, __pyx_L1_error)

      /* "View.MemoryView":1301
 *                 _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":1304
 *             _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":1306
 *     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":1307
 * 
 *         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":1306
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    }

    /* "View.MemoryView":1309
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */
    __pyx_t_7 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(4, 1309, __pyx_L1_error)
    __pyx_v_tmpdata = __pyx_t_7;

    /* "View.MemoryView":1310
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1304
 *             _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":1312
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1315
 * 
 * 
 *         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":1316
 * 
 *         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":1315
 * 
 * 
 *         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":1317
 *         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":1318
 *             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":1317
 *         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":1320
 *             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":1322
 *         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":1323
 * 
 *             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)
 */
      (void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)));

      /* "View.MemoryView":1324
 *             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":1325
 *             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":1326
 *             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":1320
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    }

    /* "View.MemoryView":1312
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1328
 *             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_8 = (__pyx_t_2 != 0);
  if (__pyx_t_8) {

    /* "View.MemoryView":1331
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)0))) __PYX_ERR(4, 1331, __pyx_L1_error)

    /* "View.MemoryView":1332
 * 
 *         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 == ((int)0))) __PYX_ERR(4, 1332, __pyx_L1_error)

    /* "View.MemoryView":1328
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1334
 *         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":1335
 * 
 *     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":1336
 *     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":1338
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1339
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1270
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
  return __pyx_r;
}

/* "View.MemoryView":1342
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
  int __pyx_v_i;
  int __pyx_v_offset;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("broadcast_leading", __pyx_f[4], 1342, 1, __PYX_ERR(4, 1342, __pyx_L1_error));

  /* "View.MemoryView":1346
 *                             int ndim_other) nogil:
 *     cdef int i
 *     cdef int offset = ndim_other - ndim             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */
  __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim);

  /* "View.MemoryView":1348
 *     cdef int offset = ndim_other - ndim
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 */
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1349
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]             # <<<<<<<<<<<<<<
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 */
    (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]);

    /* "View.MemoryView":1350
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 */
    (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]);

    /* "View.MemoryView":1351
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(offset):
 */
    (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);
  }

  /* "View.MemoryView":1353
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 */
  __pyx_t_1 = __pyx_v_offset;
  __pyx_t_2 = __pyx_t_1;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1354
 * 
 *     for i in range(offset):
 *         mslice.shape[i] = 1             # <<<<<<<<<<<<<<
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1
 */
    (__pyx_v_mslice->shape[__pyx_v_i]) = 1;

    /* "View.MemoryView":1355
 *     for i in range(offset):
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]);

    /* "View.MemoryView":1356
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
 */
    (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L;
  }

  /* "View.MemoryView":1342
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.broadcast_leading", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
}

/* "View.MemoryView":1364
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) {
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("refcount_copying", __pyx_f[4], 1364, 1, __PYX_ERR(4, 1364, __pyx_L1_error));

  /* "View.MemoryView":1368
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */
  __pyx_t_1 = (__pyx_v_dtype_is_object != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1369
 * 
 *     if dtype_is_object:
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,             # <<<<<<<<<<<<<<
 *                                            dst.strides, ndim, inc)
 * 
 */
    __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc);

    /* "View.MemoryView":1368
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */
  }

  /* "View.MemoryView":1364
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.refcount_copying", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
}

/* "View.MemoryView":1373
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 */

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) {
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("refcount_objects_in_slice_with_gil", 0);
  __Pyx_TraceCall("refcount_objects_in_slice_with_gil", __pyx_f[4], 1373, 0, __PYX_ERR(4, 1373, __pyx_L1_error));

  /* "View.MemoryView":1376
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 */
  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

  /* "View.MemoryView":1373
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.refcount_objects_in_slice_with_gil", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  __Pyx_PyGILState_Release(__pyx_gilstate_save);
  #endif
}

/* "View.MemoryView":1379
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                     Py_ssize_t *strides, int ndim, bint inc):
 *     cdef Py_ssize_t i
 */

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) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("refcount_objects_in_slice", 0);
  __Pyx_TraceCall("refcount_objects_in_slice", __pyx_f[4], 1379, 0, __PYX_ERR(4, 1379, __pyx_L1_error));

  /* "View.MemoryView":1383
 *     cdef Py_ssize_t i
 * 
 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
 *             if inc:
 */
  __pyx_t_1 = (__pyx_v_shape[0]);
  __pyx_t_2 = __pyx_t_1;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1384
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
 */
    __pyx_t_4 = ((__pyx_v_ndim == 1) != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":1385
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 */
      __pyx_t_4 = (__pyx_v_inc != 0);
      if (__pyx_t_4) {

        /* "View.MemoryView":1386
 *         if ndim == 1:
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])
 */
        Py_INCREF((((PyObject **)__pyx_v_data)[0]));

        /* "View.MemoryView":1385
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 */
        goto __pyx_L6;
      }

      /* "View.MemoryView":1388
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,
 */
      /*else*/ {
        Py_DECREF((((PyObject **)__pyx_v_data)[0]));
      }
      __pyx_L6:;

      /* "View.MemoryView":1384
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
 */
      goto __pyx_L5;
    }

    /* "View.MemoryView":1390
 *                 Py_DECREF((<PyObject **> data)[0])
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,             # <<<<<<<<<<<<<<
 *                                       ndim - 1, inc)
 * 
 */
    /*else*/ {

      /* "View.MemoryView":1391
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,
 *                                       ndim - 1, inc)             # <<<<<<<<<<<<<<
 * 
 *         data += strides[0]
 */
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc);
    }
    __pyx_L5:;

    /* "View.MemoryView":1393
 *                                       ndim - 1, inc)
 * 
 *         data += strides[0]             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_v_data = (__pyx_v_data + (__pyx_v_strides[0]));
  }

  /* "View.MemoryView":1379
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                     Py_ssize_t *strides, int ndim, bint inc):
 *     cdef Py_ssize_t i
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.refcount_objects_in_slice", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 0);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 0);
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":1399
 * 
 * @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:
 */

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) {
  __Pyx_TraceDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("slice_assign_scalar", __pyx_f[4], 1399, 1, __PYX_ERR(4, 1399, __pyx_L1_error));

  /* "View.MemoryView":1402
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
 *                          itemsize, item)
 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1403
 *                               bint dtype_is_object) nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,             # <<<<<<<<<<<<<<
 *                          itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, True)
 */
  __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item);

  /* "View.MemoryView":1405
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
 *                          itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1399
 * 
 * @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:
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView.slice_assign_scalar", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
}

/* "View.MemoryView":1409
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) nogil:
 */

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) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_stride;
  Py_ssize_t __pyx_v_extent;
  __Pyx_TraceDeclarations
  int __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceCall("_slice_assign_scalar", __pyx_f[4], 1409, 1, __PYX_ERR(4, 1409, __pyx_L1_error));

  /* "View.MemoryView":1413
 *                               size_t itemsize, void *item) nogil:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t extent = shape[0]
 * 
 */
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1414
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]
 *     cdef Py_ssize_t extent = shape[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */
  __pyx_v_extent = (__pyx_v_shape[0]);

  /* "View.MemoryView":1416
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 */
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1417
 * 
 *     if ndim == 1:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             memcpy(data, item, itemsize)
 *             data += stride
 */
    __pyx_t_2 = __pyx_v_extent;
    __pyx_t_3 = __pyx_t_2;
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
      __pyx_v_i = __pyx_t_4;

      /* "View.MemoryView":1418
 *     if ndim == 1:
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)             # <<<<<<<<<<<<<<
 *             data += stride
 *     else:
 */
      (void)(memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize));

      /* "View.MemoryView":1419
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 *             data += stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(extent):
 */
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);
    }

    /* "View.MemoryView":1416
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1421
 *             data += stride
 *     else:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             _slice_assign_scalar(data, shape + 1, strides + 1,
 *                                 ndim - 1, itemsize, item)
 */
  /*else*/ {
    __pyx_t_2 = __pyx_v_extent;
    __pyx_t_3 = __pyx_t_2;
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
      __pyx_v_i = __pyx_t_4;

      /* "View.MemoryView":1422
 *     else:
 *         for i in range(extent):
 *             _slice_assign_scalar(data, shape + 1, strides + 1,             # <<<<<<<<<<<<<<
 *                                 ndim - 1, itemsize, item)
 *             data += stride
 */
      __pyx_memoryview__slice_assign_scalar(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize, __pyx_v_item);

      /* "View.MemoryView":1424
 *             _slice_assign_scalar(data, shape + 1, strides + 1,
 *                                 ndim - 1, itemsize, item)
 *             data += stride             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1409
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) nogil:
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("View.MemoryView._slice_assign_scalar", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  __Pyx_TraceReturn(Py_None, 1);
}

/* "(tree fragment)":1
 * def __pyx_unpickle_Enum(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */

/* Python wrapper */
static PyObject *__pyx_pw_15View_dot_MemoryView_1__pyx_unpickle_Enum(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_15View_dot_MemoryView_1__pyx_unpickle_Enum = {"__pyx_unpickle_Enum", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_15View_dot_MemoryView_1__pyx_unpickle_Enum, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_15View_dot_MemoryView_1__pyx_unpickle_Enum(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v___pyx_type = 0;
  long __pyx_v___pyx_checksum;
  PyObject *__pyx_v___pyx_state = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__pyx_unpickle_Enum (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_pyx_type,&__pyx_n_s_pyx_checksum,&__pyx_n_s_pyx_state,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        CYTHON_FALLTHROUGH;
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        CYTHON_FALLTHROUGH;
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_pyx_type)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        CYTHON_FALLTHROUGH;
        case  1:
        if (likely((values[1] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_pyx_checksum)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__pyx_unpickle_Enum", 1, 3, 3, 1); __PYX_ERR(4, 1, __pyx_L3_error)
        }
        CYTHON_FALLTHROUGH;
        case  2:
        if (likely((values[2] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_pyx_state)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__pyx_unpickle_Enum", 1, 3, 3, 2); __PYX_ERR(4, 1, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__pyx_unpickle_Enum") < 0)) __PYX_ERR(4, 1, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v___pyx_type = values[0];
    __pyx_v___pyx_checksum = __Pyx_PyInt_As_long(values[1]); if (unlikely((__pyx_v___pyx_checksum == (long)-1) && PyErr_Occurred())) __PYX_ERR(4, 1, __pyx_L3_error)
    __pyx_v___pyx_state = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__pyx_unpickle_Enum", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(4, 1, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.__pyx_unpickle_Enum", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(__pyx_self, __pyx_v___pyx_type, __pyx_v___pyx_checksum, __pyx_v___pyx_state);

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

static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_v___pyx_PickleError = 0;
  PyObject *__pyx_v___pyx_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_TraceFrameInit(__pyx_codeobj__46)
  __Pyx_RefNannySetupContext("__pyx_unpickle_Enum", 0);
  __Pyx_TraceCall("__pyx_unpickle_Enum", __pyx_f[4], 1, 0, __PYX_ERR(4, 1, __pyx_L1_error));

  /* "(tree fragment)":4
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 *     if __pyx_checksum not in (0xb068931, 0x82a3537, 0x6ae9995):             # <<<<<<<<<<<<<<
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError("Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))" % __pyx_checksum)
 */
  __pyx_t_1 = __Pyx_PyInt_From_long(__pyx_v___pyx_checksum); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = (__Pyx_PySequence_ContainsTF(__pyx_t_1, __pyx_tuple__47, Py_NE)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "(tree fragment)":5
 *     cdef object __pyx_result
 *     if __pyx_checksum not in (0xb068931, 0x82a3537, 0x6ae9995):
 *         from pickle import PickleError as __pyx_PickleError             # <<<<<<<<<<<<<<
 *         raise __pyx_PickleError("Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))" % __pyx_checksum)
 *     __pyx_result = Enum.__new__(__pyx_type)
 */
    __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 5, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_n_s_PickleError);
    __Pyx_GIVEREF(__pyx_n_s_PickleError);
    PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_PickleError);
    __pyx_t_4 = __Pyx_Import(__pyx_n_s_pickle, __pyx_t_1, 0); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 5, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_4, __pyx_n_s_PickleError); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 5, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_t_1);
    __pyx_v___pyx_PickleError = __pyx_t_1;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "(tree fragment)":6
 *     if __pyx_checksum not in (0xb068931, 0x82a3537, 0x6ae9995):
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError("Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))" % __pyx_checksum)             # <<<<<<<<<<<<<<
 *     __pyx_result = Enum.__new__(__pyx_type)
 *     if __pyx_state is not None:
 */
    __pyx_t_1 = __Pyx_PyInt_From_long(__pyx_v___pyx_checksum); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 6, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_5 = __Pyx_PyString_Format(__pyx_kp_s_Incompatible_checksums_0x_x_vs_0, __pyx_t_1); if (unlikely(!__pyx_t_5)) __PYX_ERR(4, 6, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_INCREF(__pyx_v___pyx_PickleError);
    __pyx_t_1 = __pyx_v___pyx_PickleError; __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
      }
    }
    __pyx_t_4 = (__pyx_t_6) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_6, __pyx_t_5) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_5);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 6, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __PYX_ERR(4, 6, __pyx_L1_error)

    /* "(tree fragment)":4
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 *     if __pyx_checksum not in (0xb068931, 0x82a3537, 0x6ae9995):             # <<<<<<<<<<<<<<
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError("Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))" % __pyx_checksum)
 */
  }

  /* "(tree fragment)":7
 *         from pickle import PickleError as __pyx_PickleError
 *         raise __pyx_PickleError("Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))" % __pyx_checksum)
 *     __pyx_result = Enum.__new__(__pyx_type)             # <<<<<<<<<<<<<<
 *     if __pyx_state is not None:
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_MemviewEnum_type), __pyx_n_s_new); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 7, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  __pyx_t_4 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_5, __pyx_v___pyx_type) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v___pyx_type);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 7, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v___pyx_result = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "(tree fragment)":8
 *         raise __pyx_PickleError("Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))" % __pyx_checksum)
 *     __pyx_result = Enum.__new__(__pyx_type)
 *     if __pyx_state is not None:             # <<<<<<<<<<<<<<
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)
 *     return __pyx_result
 */
  __pyx_t_3 = (__pyx_v___pyx_state != Py_None);
  __pyx_t_2 = (__pyx_t_3 != 0);
  if (__pyx_t_2) {

    /* "(tree fragment)":9
 *     __pyx_result = Enum.__new__(__pyx_type)
 *     if __pyx_state is not None:
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)             # <<<<<<<<<<<<<<
 *     return __pyx_result
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):
 */
    if (!(likely(PyTuple_CheckExact(__pyx_v___pyx_state))||((__pyx_v___pyx_state) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "tuple", Py_TYPE(__pyx_v___pyx_state)->tp_name), 0))) __PYX_ERR(4, 9, __pyx_L1_error)
    __pyx_t_4 = __pyx_unpickle_Enum__set_state(((struct __pyx_MemviewEnum_obj *)__pyx_v___pyx_result), ((PyObject*)__pyx_v___pyx_state)); if (unlikely(!__pyx_t_4)) __PYX_ERR(4, 9, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "(tree fragment)":8
 *         raise __pyx_PickleError("Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))" % __pyx_checksum)
 *     __pyx_result = Enum.__new__(__pyx_type)
 *     if __pyx_state is not None:             # <<<<<<<<<<<<<<
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)
 *     return __pyx_result
 */
  }

  /* "(tree fragment)":10
 *     if __pyx_state is not None:
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)
 *     return __pyx_result             # <<<<<<<<<<<<<<
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):
 *     __pyx_result.name = __pyx_state[0]
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v___pyx_result);
  __pyx_r = __pyx_v___pyx_result;
  goto __pyx_L0;

  /* "(tree fragment)":1
 * def __pyx_unpickle_Enum(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView.__pyx_unpickle_Enum", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v___pyx_PickleError);
  __Pyx_XDECREF(__pyx_v___pyx_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":11
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)
 *     return __pyx_result
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_result.name = __pyx_state[0]
 *     if len(__pyx_state) > 1 and hasattr(__pyx_result, '__dict__'):
 */

static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *__pyx_v___pyx_result, PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = NULL;
  __Pyx_TraceDeclarations
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__pyx_unpickle_Enum__set_state", 0);
  __Pyx_TraceCall("__pyx_unpickle_Enum__set_state", __pyx_f[4], 11, 0, __PYX_ERR(4, 11, __pyx_L1_error));

  /* "(tree fragment)":12
 *     return __pyx_result
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):
 *     __pyx_result.name = __pyx_state[0]             # <<<<<<<<<<<<<<
 *     if len(__pyx_state) > 1 and hasattr(__pyx_result, '__dict__'):
 *         __pyx_result.__dict__.update(__pyx_state[1])
 */
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    __PYX_ERR(4, 12, __pyx_L1_error)
  }
  __pyx_t_1 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 12, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v___pyx_result->name);
  __Pyx_DECREF(__pyx_v___pyx_result->name);
  __pyx_v___pyx_result->name = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "(tree fragment)":13
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):
 *     __pyx_result.name = __pyx_state[0]
 *     if len(__pyx_state) > 1 and hasattr(__pyx_result, '__dict__'):             # <<<<<<<<<<<<<<
 *         __pyx_result.__dict__.update(__pyx_state[1])
 */
  if (unlikely(__pyx_v___pyx_state == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    __PYX_ERR(4, 13, __pyx_L1_error)
  }
  __pyx_t_3 = PyTuple_GET_SIZE(__pyx_v___pyx_state); if (unlikely(__pyx_t_3 == ((Py_ssize_t)-1))) __PYX_ERR(4, 13, __pyx_L1_error)
  __pyx_t_4 = ((__pyx_t_3 > 1) != 0);
  if (__pyx_t_4) {
  } else {
    __pyx_t_2 = __pyx_t_4;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_4 = __Pyx_HasAttr(((PyObject *)__pyx_v___pyx_result), __pyx_n_s_dict); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(4, 13, __pyx_L1_error)
  __pyx_t_5 = (__pyx_t_4 != 0);
  __pyx_t_2 = __pyx_t_5;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_2) {

    /* "(tree fragment)":14
 *     __pyx_result.name = __pyx_state[0]
 *     if len(__pyx_state) > 1 and hasattr(__pyx_result, '__dict__'):
 *         __pyx_result.__dict__.update(__pyx_state[1])             # <<<<<<<<<<<<<<
 */
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v___pyx_result), __pyx_n_s_dict); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 14, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_update); if (unlikely(!__pyx_t_7)) __PYX_ERR(4, 14, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(__pyx_v___pyx_state == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      __PYX_ERR(4, 14, __pyx_L1_error)
    }
    __pyx_t_6 = __Pyx_GetItemInt_Tuple(__pyx_v___pyx_state, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(!__pyx_t_6)) __PYX_ERR(4, 14, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_8 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_7))) {
      __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_7);
      if (likely(__pyx_t_8)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_8);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_7, function);
      }
    }
    __pyx_t_1 = (__pyx_t_8) ? __Pyx_PyObject_Call2Args(__pyx_t_7, __pyx_t_8, __pyx_t_6) : __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_6);
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 14, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "(tree fragment)":13
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):
 *     __pyx_result.name = __pyx_state[0]
 *     if len(__pyx_state) > 1 and hasattr(__pyx_result, '__dict__'):             # <<<<<<<<<<<<<<
 *         __pyx_result.__dict__.update(__pyx_state[1])
 */
  }

  /* "(tree fragment)":11
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)
 *     return __pyx_result
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_result.name = __pyx_state[0]
 *     if len(__pyx_state) > 1 and hasattr(__pyx_result, '__dict__'):
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("View.MemoryView.__pyx_unpickle_Enum__set_state", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_TraceReturn(__pyx_r, 0);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static struct __pyx_vtabstruct_5spacy_9tokenizer_Tokenizer __pyx_vtable_5spacy_9tokenizer_Tokenizer;

static PyObject *__pyx_tp_new_5spacy_9tokenizer_Tokenizer(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *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_5spacy_9tokenizer_Tokenizer *)o);
  p->__pyx_vtab = __pyx_vtabptr_5spacy_9tokenizer_Tokenizer;
  p->mem = ((struct __pyx_obj_5cymem_5cymem_Pool *)Py_None); Py_INCREF(Py_None);
  p->_cache = ((struct __pyx_obj_7preshed_4maps_PreshMap *)Py_None); Py_INCREF(Py_None);
  p->_specials = ((struct __pyx_obj_7preshed_4maps_PreshMap *)Py_None); Py_INCREF(Py_None);
  p->vocab = ((struct __pyx_obj_5spacy_5vocab_Vocab *)Py_None); Py_INCREF(Py_None);
  p->_token_match = Py_None; Py_INCREF(Py_None);
  p->_url_match = Py_None; Py_INCREF(Py_None);
  p->_prefix_search = Py_None; Py_INCREF(Py_None);
  p->_suffix_search = Py_None; Py_INCREF(Py_None);
  p->_infix_finditer = Py_None; Py_INCREF(Py_None);
  p->_rules = Py_None; Py_INCREF(Py_None);
  p->_special_matcher = ((struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer_Tokenizer(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *p = (struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->mem);
  Py_CLEAR(p->_cache);
  Py_CLEAR(p->_specials);
  Py_CLEAR(p->vocab);
  Py_CLEAR(p->_token_match);
  Py_CLEAR(p->_url_match);
  Py_CLEAR(p->_prefix_search);
  Py_CLEAR(p->_suffix_search);
  Py_CLEAR(p->_infix_finditer);
  Py_CLEAR(p->_rules);
  Py_CLEAR(p->_special_matcher);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_5spacy_9tokenizer_Tokenizer(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *p = (struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)o;
  if (p->mem) {
    e = (*v)(((PyObject *)p->mem), a); if (e) return e;
  }
  if (p->_cache) {
    e = (*v)(((PyObject *)p->_cache), a); if (e) return e;
  }
  if (p->_specials) {
    e = (*v)(((PyObject *)p->_specials), a); if (e) return e;
  }
  if (p->vocab) {
    e = (*v)(((PyObject *)p->vocab), a); if (e) return e;
  }
  if (p->_token_match) {
    e = (*v)(p->_token_match, a); if (e) return e;
  }
  if (p->_url_match) {
    e = (*v)(p->_url_match, a); if (e) return e;
  }
  if (p->_prefix_search) {
    e = (*v)(p->_prefix_search, a); if (e) return e;
  }
  if (p->_suffix_search) {
    e = (*v)(p->_suffix_search, a); if (e) return e;
  }
  if (p->_infix_finditer) {
    e = (*v)(p->_infix_finditer, a); if (e) return e;
  }
  if (p->_rules) {
    e = (*v)(p->_rules, a); if (e) return e;
  }
  if (p->_special_matcher) {
    e = (*v)(((PyObject *)p->_special_matcher), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_9tokenizer_Tokenizer(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_9tokenizer_Tokenizer *p = (struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)o;
  tmp = ((PyObject*)p->mem);
  p->mem = ((struct __pyx_obj_5cymem_5cymem_Pool *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_cache);
  p->_cache = ((struct __pyx_obj_7preshed_4maps_PreshMap *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_specials);
  p->_specials = ((struct __pyx_obj_7preshed_4maps_PreshMap *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->vocab);
  p->vocab = ((struct __pyx_obj_5spacy_5vocab_Vocab *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_token_match);
  p->_token_match = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_url_match);
  p->_url_match = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_prefix_search);
  p->_prefix_search = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_suffix_search);
  p->_suffix_search = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_infix_finditer);
  p->_infix_finditer = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_rules);
  p->_rules = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_special_matcher);
  p->_special_matcher = ((struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_token_match(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_11token_match_1__get__(o);
}

static int __pyx_setprop_5spacy_9tokenizer_9Tokenizer_token_match(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_9tokenizer_9Tokenizer_11token_match_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_url_match(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_9url_match_1__get__(o);
}

static int __pyx_setprop_5spacy_9tokenizer_9Tokenizer_url_match(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_9tokenizer_9Tokenizer_9url_match_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_prefix_search(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_13prefix_search_1__get__(o);
}

static int __pyx_setprop_5spacy_9tokenizer_9Tokenizer_prefix_search(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_9tokenizer_9Tokenizer_13prefix_search_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_suffix_search(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_13suffix_search_1__get__(o);
}

static int __pyx_setprop_5spacy_9tokenizer_9Tokenizer_suffix_search(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_9tokenizer_9Tokenizer_13suffix_search_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_infix_finditer(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_14infix_finditer_1__get__(o);
}

static int __pyx_setprop_5spacy_9tokenizer_9Tokenizer_infix_finditer(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_9tokenizer_9Tokenizer_14infix_finditer_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_rules(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_5rules_1__get__(o);
}

static int __pyx_setprop_5spacy_9tokenizer_9Tokenizer_rules(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_9tokenizer_9Tokenizer_5rules_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_faster_heuristics(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_1__get__(o);
}

static int __pyx_setprop_5spacy_9tokenizer_9Tokenizer_faster_heuristics(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_9tokenizer_9Tokenizer_17faster_heuristics_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_9tokenizer_9Tokenizer_vocab(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_9tokenizer_9Tokenizer_5vocab_1__get__(o);
}

static PyMethodDef __pyx_methods_5spacy_9tokenizer_Tokenizer[] = {
  {"__reduce__", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_3__reduce__, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_2__reduce__},
  {"pipe", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_7pipe, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_6pipe},
  {"_flush_cache", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_10_flush_cache, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_9_flush_cache},
  {"_reset_cache", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_12_reset_cache, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_11_reset_cache},
  {"_flush_specials", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_14_flush_specials, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_13_flush_specials},
  {"find_infix", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_16find_infix, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_15find_infix},
  {"find_prefix", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_18find_prefix, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_17find_prefix},
  {"find_suffix", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_20find_suffix, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_19find_suffix},
  {"_load_special_cases", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_22_load_special_cases, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_21_load_special_cases},
  {"_validate_special_case", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_24_validate_special_case, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_23_validate_special_case},
  {"add_special_case", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_26add_special_case, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_25add_special_case},
  {"_reload_special_cases", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_28_reload_special_cases, METH_NOARGS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_27_reload_special_cases},
  {"explain", (PyCFunction)__pyx_pw_5spacy_9tokenizer_9Tokenizer_30explain, METH_O, __pyx_doc_5spacy_9tokenizer_9Tokenizer_29explain},
  {"score", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_32score, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_31score},
  {"to_disk", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_34to_disk, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_33to_disk},
  {"from_disk", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_36from_disk, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_35from_disk},
  {"to_bytes", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_38to_bytes, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_37to_bytes},
  {"from_bytes", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_9tokenizer_9Tokenizer_40from_bytes, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_9tokenizer_9Tokenizer_39from_bytes},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5spacy_9tokenizer_Tokenizer[] = {
  {(char *)"token_match", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_token_match, __pyx_setprop_5spacy_9tokenizer_9Tokenizer_token_match, (char *)0, 0},
  {(char *)"url_match", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_url_match, __pyx_setprop_5spacy_9tokenizer_9Tokenizer_url_match, (char *)0, 0},
  {(char *)"prefix_search", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_prefix_search, __pyx_setprop_5spacy_9tokenizer_9Tokenizer_prefix_search, (char *)0, 0},
  {(char *)"suffix_search", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_suffix_search, __pyx_setprop_5spacy_9tokenizer_9Tokenizer_suffix_search, (char *)0, 0},
  {(char *)"infix_finditer", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_infix_finditer, __pyx_setprop_5spacy_9tokenizer_9Tokenizer_infix_finditer, (char *)0, 0},
  {(char *)"rules", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_rules, __pyx_setprop_5spacy_9tokenizer_9Tokenizer_rules, (char *)0, 0},
  {(char *)"faster_heuristics", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_faster_heuristics, __pyx_setprop_5spacy_9tokenizer_9Tokenizer_faster_heuristics, (char *)0, 0},
  {(char *)"vocab", __pyx_getprop_5spacy_9tokenizer_9Tokenizer_vocab, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5spacy_9tokenizer_Tokenizer = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.Tokenizer", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer_Tokenizer), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer_Tokenizer, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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*/
  __pyx_pw_5spacy_9tokenizer_9Tokenizer_5__call__, /*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*/
  "Tokenizer(Vocab vocab, rules=None, prefix_search=None, suffix_search=None, infix_finditer=None, token_match=None, url_match=None, faster_heuristics=True)\nSegment text, and create Doc objects with the discovered segment\n    boundaries.\n\n    DOCS: https://spacy.io/api/tokenizer\n    ", /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer_Tokenizer, /*tp_traverse*/
  __pyx_tp_clear_5spacy_9tokenizer_Tokenizer, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5spacy_9tokenizer_Tokenizer, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5spacy_9tokenizer_Tokenizer, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5spacy_9tokenizer_9Tokenizer_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer_Tokenizer, /*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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct__pipe[8];
static int __pyx_freecount_5spacy_9tokenizer___pyx_scope_struct__pipe = 0;

static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct__pipe(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct__pipe > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe)))) {
    o = (PyObject*)__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct__pipe[--__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct__pipe];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct__pipe(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_batch_size);
  Py_CLEAR(p->__pyx_v_self);
  Py_CLEAR(p->__pyx_v_text);
  Py_CLEAR(p->__pyx_v_texts);
  Py_CLEAR(p->__pyx_t_0);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct__pipe < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe)))) {
    __pyx_freelist_5spacy_9tokenizer___pyx_scope_struct__pipe[__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct__pipe++] = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct__pipe(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe *)o;
  if (p->__pyx_v_batch_size) {
    e = (*v)(p->__pyx_v_batch_size, a); if (e) return e;
  }
  if (p->__pyx_v_self) {
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;
  }
  if (p->__pyx_v_text) {
    e = (*v)(p->__pyx_v_text, a); if (e) return e;
  }
  if (p->__pyx_v_texts) {
    e = (*v)(p->__pyx_v_texts, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  return 0;
}

static PyTypeObject __pyx_type_5spacy_9tokenizer___pyx_scope_struct__pipe = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.__pyx_scope_struct__pipe", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct__pipe), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct__pipe, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct__pipe, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct__pipe, /*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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_1_explain[8];
static int __pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_1_explain = 0;

static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_1_explain(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_1_explain > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain)))) {
    o = (PyObject*)__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_1_explain[--__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_1_explain];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_1_explain(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_self);
  Py_CLEAR(p->__pyx_v_special_cases);
  Py_CLEAR(p->__pyx_v_substring);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_1_explain < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain)))) {
    __pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_1_explain[__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_1_explain++] = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_1_explain(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *)o;
  if (p->__pyx_v_self) {
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;
  }
  if (p->__pyx_v_special_cases) {
    e = (*v)(p->__pyx_v_special_cases, a); if (e) return e;
  }
  if (p->__pyx_v_substring) {
    e = (*v)(p->__pyx_v_substring, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_9tokenizer___pyx_scope_struct_1_explain(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain *)o;
  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = ((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_special_cases);
  p->__pyx_v_special_cases = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_substring);
  p->__pyx_v_substring = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_9tokenizer___pyx_scope_struct_1_explain = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.__pyx_scope_struct_1_explain", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_1_explain), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_1_explain, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_1_explain, /*tp_traverse*/
  __pyx_tp_clear_5spacy_9tokenizer___pyx_scope_struct_1_explain, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_1_explain, /*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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_2_genexpr[8];
static int __pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_2_genexpr = 0;

static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_2_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_2_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr)))) {
    o = (PyObject*)__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_2_genexpr[--__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_2_genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_2_genexpr(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_outer_scope);
  Py_CLEAR(p->__pyx_v_e);
  Py_CLEAR(p->__pyx_v_i);
  Py_CLEAR(p->__pyx_t_0);
  Py_CLEAR(p->__pyx_t_1);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_2_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr)))) {
    __pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_2_genexpr[__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_2_genexpr++] = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_2_genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr *)o;
  if (p->__pyx_outer_scope) {
    e = (*v)(((PyObject *)p->__pyx_outer_scope), a); if (e) return e;
  }
  if (p->__pyx_v_e) {
    e = (*v)(p->__pyx_v_e, a); if (e) return e;
  }
  if (p->__pyx_v_i) {
    e = (*v)(p->__pyx_v_i, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  if (p->__pyx_t_1) {
    e = (*v)(p->__pyx_t_1, a); if (e) return e;
  }
  return 0;
}

static PyTypeObject __pyx_type_5spacy_9tokenizer___pyx_scope_struct_2_genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.__pyx_scope_struct_2_genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_2_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_2_genexpr, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_2_genexpr, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_2_genexpr, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_3_genexpr[8];
static int __pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_3_genexpr = 0;

static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_3_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_3_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr)))) {
    o = (PyObject*)__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_3_genexpr[--__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_3_genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_3_genexpr(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_outer_scope);
  Py_CLEAR(p->__pyx_v_e);
  Py_CLEAR(p->__pyx_v_i);
  Py_CLEAR(p->__pyx_t_0);
  Py_CLEAR(p->__pyx_t_1);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_3_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr)))) {
    __pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_3_genexpr[__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_3_genexpr++] = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_3_genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr *)o;
  if (p->__pyx_outer_scope) {
    e = (*v)(((PyObject *)p->__pyx_outer_scope), a); if (e) return e;
  }
  if (p->__pyx_v_e) {
    e = (*v)(p->__pyx_v_e, a); if (e) return e;
  }
  if (p->__pyx_v_i) {
    e = (*v)(p->__pyx_v_i, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  if (p->__pyx_t_1) {
    e = (*v)(p->__pyx_t_1, a); if (e) return e;
  }
  return 0;
}

static PyTypeObject __pyx_type_5spacy_9tokenizer___pyx_scope_struct_3_genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.__pyx_scope_struct_3_genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_3_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_3_genexpr, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_3_genexpr, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_3_genexpr, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_4_genexpr[8];
static int __pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_4_genexpr = 0;

static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_4_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_4_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr)))) {
    o = (PyObject*)__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_4_genexpr[--__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_4_genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_4_genexpr(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_outer_scope);
  Py_CLEAR(p->__pyx_v_e);
  Py_CLEAR(p->__pyx_v_i);
  Py_CLEAR(p->__pyx_t_0);
  Py_CLEAR(p->__pyx_t_1);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_4_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr)))) {
    __pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_4_genexpr[__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_4_genexpr++] = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_4_genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr *)o;
  if (p->__pyx_outer_scope) {
    e = (*v)(((PyObject *)p->__pyx_outer_scope), a); if (e) return e;
  }
  if (p->__pyx_v_e) {
    e = (*v)(p->__pyx_v_e, a); if (e) return e;
  }
  if (p->__pyx_v_i) {
    e = (*v)(p->__pyx_v_i, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  if (p->__pyx_t_1) {
    e = (*v)(p->__pyx_t_1, a); if (e) return e;
  }
  return 0;
}

static PyTypeObject __pyx_type_5spacy_9tokenizer___pyx_scope_struct_4_genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.__pyx_scope_struct_4_genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_4_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_4_genexpr, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_4_genexpr, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_4_genexpr, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes[8];
static int __pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes = 0;

static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes)))) {
    o = (PyObject*)__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes[--__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_exclude);
  Py_CLEAR(p->__pyx_v_self);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes)))) {
    __pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes[__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes++] = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *)o;
  if (p->__pyx_v_exclude) {
    e = (*v)(p->__pyx_v_exclude, a); if (e) return e;
  }
  if (p->__pyx_v_self) {
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes *)o;
  tmp = ((PyObject*)p->__pyx_v_exclude);
  p->__pyx_v_exclude = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = ((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.__pyx_scope_struct_5_to_bytes", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes, /*tp_traverse*/
  __pyx_tp_clear_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes, /*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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes[8];
static int __pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes = 0;

static PyObject *__pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes)))) {
    o = (PyObject*)__pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes[--__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes(PyObject *o) {
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_data);
  Py_CLEAR(p->__pyx_v_exclude);
  Py_CLEAR(p->__pyx_v_self);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes)))) {
    __pyx_freelist_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes[__pyx_freecount_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes++] = ((struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *)o;
  if (p->__pyx_v_data) {
    e = (*v)(p->__pyx_v_data, a); if (e) return e;
  }
  if (p->__pyx_v_exclude) {
    e = (*v)(p->__pyx_v_exclude, a); if (e) return e;
  }
  if (p->__pyx_v_self) {
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *p = (struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes *)o;
  tmp = ((PyObject*)p->__pyx_v_data);
  p->__pyx_v_data = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_exclude);
  p->__pyx_v_exclude = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = ((struct __pyx_obj_5spacy_9tokenizer_Tokenizer *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.__pyx_scope_struct_6_from_bytes", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes, /*tp_traverse*/
  __pyx_tp_clear_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes, /*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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #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 CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && 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);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_array___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    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 = __Pyx_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},
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_array_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_array_3__setstate_cython__, METH_O, 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 = {
  __pyx_array___len__, /*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 = {
  __pyx_array___len__, /*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)
  "spacy.tokenizer.array", /*tp_name*/
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_array, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #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 CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && 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[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokenizer.Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #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 CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && 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);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_memoryview___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    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},
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_3__setstate_cython__, METH_O, 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)
  "spacy.tokenizer.memoryview", /*tp_name*/
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #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 CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && 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);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_memoryviewslice___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    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[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, METH_O, 0},
  {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)
  "spacy.tokenizer._memoryviewslice", /*tp_name*/
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  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*/
  #else
  0, /*tp_str*/
  #endif
  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*/
  "Internal class for passing memoryview slices to Python", /*tp_doc*/
  __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/
  __pyx_tp_clear__memoryviewslice, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods__memoryviewslice, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets__memoryviewslice, /*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__memoryviewslice, /*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
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

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

#if PY_MAJOR_VERSION >= 3
#if CYTHON_PEP489_MULTI_PHASE_INIT
static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/
static int __pyx_pymod_exec_tokenizer(PyObject* module); /*proto*/
static PyModuleDef_Slot __pyx_moduledef_slots[] = {
  {Py_mod_create, (void*)__pyx_pymod_create},
  {Py_mod_exec, (void*)__pyx_pymod_exec_tokenizer},
  {0, NULL}
};
#endif

static struct PyModuleDef __pyx_moduledef = {
    PyModuleDef_HEAD_INIT,
    "tokenizer",
    0, /* m_doc */
  #if CYTHON_PEP489_MULTI_PHASE_INIT
    0, /* m_size */
  #else
    -1, /* m_size */
  #endif
    __pyx_methods /* m_methods */,
  #if CYTHON_PEP489_MULTI_PHASE_INIT
    __pyx_moduledef_slots, /* m_slots */
  #else
    NULL, /* m_reload */
  #endif
    NULL, /* m_traverse */
    NULL, /* m_clear */
    NULL /* m_free */
};
#endif
#ifndef CYTHON_SMALL_CODE
#if defined(__clang__)
    #define CYTHON_SMALL_CODE
#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
    #define CYTHON_SMALL_CODE __attribute__((cold))
#else
    #define CYTHON_SMALL_CODE
#endif
#endif

static __Pyx_StringTabEntry __pyx_string_tab[] = {
  {&__pyx_n_s_ASCII, __pyx_k_ASCII, sizeof(__pyx_k_ASCII), 0, 0, 1, 1},
  {&__pyx_kp_s_Buffer_view_does_not_expose_stri, __pyx_k_Buffer_view_does_not_expose_stri, sizeof(__pyx_k_Buffer_view_does_not_expose_stri), 0, 0, 1, 0},
  {&__pyx_kp_s_Can_only_create_a_buffer_that_is, __pyx_k_Can_only_create_a_buffer_that_is, sizeof(__pyx_k_Can_only_create_a_buffer_that_is), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_assign_to_read_only_memor, __pyx_k_Cannot_assign_to_read_only_memor, sizeof(__pyx_k_Cannot_assign_to_read_only_memor), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_create_writable_memory_vi, __pyx_k_Cannot_create_writable_memory_vi, sizeof(__pyx_k_Cannot_create_writable_memory_vi), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_index_with_type_s, __pyx_k_Cannot_index_with_type_s, sizeof(__pyx_k_Cannot_index_with_type_s), 0, 0, 1, 0},
  {&__pyx_kp_u_Create_a_Tokenizer_to_create_Doc, __pyx_k_Create_a_Tokenizer_to_create_Doc, sizeof(__pyx_k_Create_a_Tokenizer_to_create_Doc), 0, 1, 0, 0},
  {&__pyx_n_s_E025, __pyx_k_E025, sizeof(__pyx_k_E025), 0, 0, 1, 1},
  {&__pyx_n_s_E1005, __pyx_k_E1005, sizeof(__pyx_k_E1005), 0, 0, 1, 1},
  {&__pyx_n_s_E997, __pyx_k_E997, sizeof(__pyx_k_E997), 0, 0, 1, 1},
  {&__pyx_n_s_Ellipsis, __pyx_k_Ellipsis, sizeof(__pyx_k_Ellipsis), 0, 0, 1, 1},
  {&__pyx_kp_s_Empty_shape_tuple_for_cython_arr, __pyx_k_Empty_shape_tuple_for_cython_arr, sizeof(__pyx_k_Empty_shape_tuple_for_cython_arr), 0, 0, 1, 0},
  {&__pyx_n_s_Errors, __pyx_k_Errors, sizeof(__pyx_k_Errors), 0, 0, 1, 1},
  {&__pyx_n_s_INFIX, __pyx_k_INFIX, sizeof(__pyx_k_INFIX), 0, 0, 1, 1},
  {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
  {&__pyx_kp_s_Incompatible_checksums_0x_x_vs_0, __pyx_k_Incompatible_checksums_0x_x_vs_0, sizeof(__pyx_k_Incompatible_checksums_0x_x_vs_0), 0, 0, 1, 0},
  {&__pyx_n_s_IndexError, __pyx_k_IndexError, sizeof(__pyx_k_IndexError), 0, 0, 1, 1},
  {&__pyx_kp_s_Indirect_dimensions_not_supporte, __pyx_k_Indirect_dimensions_not_supporte, sizeof(__pyx_k_Indirect_dimensions_not_supporte), 0, 0, 1, 0},
  {&__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_k_Invalid_mode_expected_c_or_fortr, sizeof(__pyx_k_Invalid_mode_expected_c_or_fortr), 0, 0, 1, 0},
  {&__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_k_Invalid_shape_in_axis_d_d, sizeof(__pyx_k_Invalid_shape_in_axis_d_d), 0, 0, 1, 0},
  {&__pyx_n_s_MemoryError, __pyx_k_MemoryError, sizeof(__pyx_k_MemoryError), 0, 0, 1, 1},
  {&__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_k_MemoryView_of_r_at_0x_x, sizeof(__pyx_k_MemoryView_of_r_at_0x_x), 0, 0, 1, 0},
  {&__pyx_kp_s_MemoryView_of_r_object, __pyx_k_MemoryView_of_r_object, sizeof(__pyx_k_MemoryView_of_r_object), 0, 0, 1, 0},
  {&__pyx_n_s_NORM, __pyx_k_NORM, sizeof(__pyx_k_NORM), 0, 0, 1, 1},
  {&__pyx_n_b_O, __pyx_k_O, sizeof(__pyx_k_O), 0, 0, 0, 1},
  {&__pyx_n_s_ORTH, __pyx_k_ORTH, sizeof(__pyx_k_ORTH), 0, 0, 1, 1},
  {&__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_k_Out_of_bounds_on_buffer_access_a, sizeof(__pyx_k_Out_of_bounds_on_buffer_access_a), 0, 0, 1, 0},
  {&__pyx_n_s_PREFIX, __pyx_k_PREFIX, sizeof(__pyx_k_PREFIX), 0, 0, 1, 1},
  {&__pyx_n_s_PickleError, __pyx_k_PickleError, sizeof(__pyx_k_PickleError), 0, 0, 1, 1},
  {&__pyx_kp_s_SPECIAL, __pyx_k_SPECIAL, sizeof(__pyx_k_SPECIAL), 0, 0, 1, 0},
  {&__pyx_kp_u_SPECIAL, __pyx_k_SPECIAL, sizeof(__pyx_k_SPECIAL), 0, 1, 0, 0},
  {&__pyx_n_s_SUFFIX, __pyx_k_SUFFIX, sizeof(__pyx_k_SUFFIX), 0, 0, 1, 1},
  {&__pyx_n_s_Scorer, __pyx_k_Scorer, sizeof(__pyx_k_Scorer), 0, 0, 1, 1},
  {&__pyx_n_s_Span, __pyx_k_Span, sizeof(__pyx_k_Span), 0, 0, 1, 1},
  {&__pyx_n_s_TOKEN, __pyx_k_TOKEN, sizeof(__pyx_k_TOKEN), 0, 0, 1, 1},
  {&__pyx_n_s_TOKEN_MATCH, __pyx_k_TOKEN_MATCH, sizeof(__pyx_k_TOKEN_MATCH), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer, __pyx_k_Tokenizer, sizeof(__pyx_k_Tokenizer), 0, 0, 1, 1},
  {&__pyx_kp_u_Tokenizer___init___line_35, __pyx_k_Tokenizer___init___line_35, sizeof(__pyx_k_Tokenizer___init___line_35), 0, 1, 0, 0},
  {&__pyx_n_s_Tokenizer___reduce, __pyx_k_Tokenizer___reduce, sizeof(__pyx_k_Tokenizer___reduce), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer__flush_cache, __pyx_k_Tokenizer__flush_cache, sizeof(__pyx_k_Tokenizer__flush_cache), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer__flush_specials, __pyx_k_Tokenizer__flush_specials, sizeof(__pyx_k_Tokenizer__flush_specials), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer__load_special_cases, __pyx_k_Tokenizer__load_special_cases, sizeof(__pyx_k_Tokenizer__load_special_cases), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer__reload_special_cases, __pyx_k_Tokenizer__reload_special_cases, sizeof(__pyx_k_Tokenizer__reload_special_cases), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer__reset_cache, __pyx_k_Tokenizer__reset_cache, sizeof(__pyx_k_Tokenizer__reset_cache), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer__validate_special_case, __pyx_k_Tokenizer__validate_special_case, sizeof(__pyx_k_Tokenizer__validate_special_case), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_add_special_case, __pyx_k_Tokenizer_add_special_case, sizeof(__pyx_k_Tokenizer_add_special_case), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_explain, __pyx_k_Tokenizer_explain, sizeof(__pyx_k_Tokenizer_explain), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_find_infix, __pyx_k_Tokenizer_find_infix, sizeof(__pyx_k_Tokenizer_find_infix), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_find_prefix, __pyx_k_Tokenizer_find_prefix, sizeof(__pyx_k_Tokenizer_find_prefix), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_find_suffix, __pyx_k_Tokenizer_find_suffix, sizeof(__pyx_k_Tokenizer_find_suffix), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_from_bytes, __pyx_k_Tokenizer_from_bytes, sizeof(__pyx_k_Tokenizer_from_bytes), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_from_disk, __pyx_k_Tokenizer_from_disk, sizeof(__pyx_k_Tokenizer_from_disk), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_pipe, __pyx_k_Tokenizer_pipe, sizeof(__pyx_k_Tokenizer_pipe), 0, 0, 1, 1},
  {&__pyx_kp_s_Tokenizer_score, __pyx_k_Tokenizer_score, sizeof(__pyx_k_Tokenizer_score), 0, 0, 1, 0},
  {&__pyx_n_s_Tokenizer_to_bytes, __pyx_k_Tokenizer_to_bytes, sizeof(__pyx_k_Tokenizer_to_bytes), 0, 0, 1, 1},
  {&__pyx_n_s_Tokenizer_to_disk, __pyx_k_Tokenizer_to_disk, sizeof(__pyx_k_Tokenizer_to_disk), 0, 0, 1, 1},
  {&__pyx_n_s_TypeError, __pyx_k_TypeError, sizeof(__pyx_k_TypeError), 0, 0, 1, 1},
  {&__pyx_n_s_URL_MATCH, __pyx_k_URL_MATCH, sizeof(__pyx_k_URL_MATCH), 0, 0, 1, 1},
  {&__pyx_kp_s_Unable_to_convert_item_to_object, __pyx_k_Unable_to_convert_item_to_object, sizeof(__pyx_k_Unable_to_convert_item_to_object), 0, 0, 1, 0},
  {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1},
  {&__pyx_n_s_View_MemoryView, __pyx_k_View_MemoryView, sizeof(__pyx_k_View_MemoryView), 0, 0, 1, 1},
  {&__pyx_n_s_Warnings, __pyx_k_Warnings, sizeof(__pyx_k_Warnings), 0, 0, 1, 1},
  {&__pyx_kp_s__12, __pyx_k__12, sizeof(__pyx_k__12), 0, 0, 1, 0},
  {&__pyx_kp_s__2, __pyx_k__2, sizeof(__pyx_k__2), 0, 0, 1, 0},
  {&__pyx_kp_s_a, __pyx_k_a, sizeof(__pyx_k_a), 0, 0, 1, 0},
  {&__pyx_n_s_add, __pyx_k_add, sizeof(__pyx_k_add), 0, 0, 1, 1},
  {&__pyx_n_s_add_special_case, __pyx_k_add_special_case, sizeof(__pyx_k_add_special_case), 0, 0, 1, 1},
  {&__pyx_n_s_allocate_buffer, __pyx_k_allocate_buffer, sizeof(__pyx_k_allocate_buffer), 0, 0, 1, 1},
  {&__pyx_n_s_args, __pyx_k_args, sizeof(__pyx_k_args), 0, 0, 1, 1},
  {&__pyx_n_s_attr, __pyx_k_attr, sizeof(__pyx_k_attr), 0, 0, 1, 1},
  {&__pyx_n_s_attrs, __pyx_k_attrs, sizeof(__pyx_k_attrs), 0, 0, 1, 1},
  {&__pyx_n_s_base, __pyx_k_base, sizeof(__pyx_k_base), 0, 0, 1, 1},
  {&__pyx_n_s_batch_size, __pyx_k_batch_size, sizeof(__pyx_k_batch_size), 0, 0, 1, 1},
  {&__pyx_n_s_bytes_data, __pyx_k_bytes_data, sizeof(__pyx_k_bytes_data), 0, 0, 1, 1},
  {&__pyx_n_s_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 0, 1, 1},
  {&__pyx_n_u_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 1, 0, 1},
  {&__pyx_n_s_cached, __pyx_k_cached, sizeof(__pyx_k_cached), 0, 0, 1, 1},
  {&__pyx_n_s_chunk, __pyx_k_chunk, sizeof(__pyx_k_chunk), 0, 0, 1, 1},
  {&__pyx_n_s_class, __pyx_k_class, sizeof(__pyx_k_class), 0, 0, 1, 1},
  {&__pyx_n_s_cline_in_traceback, __pyx_k_cline_in_traceback, sizeof(__pyx_k_cline_in_traceback), 0, 0, 1, 1},
  {&__pyx_n_s_close, __pyx_k_close, sizeof(__pyx_k_close), 0, 0, 1, 1},
  {&__pyx_n_s_compile, __pyx_k_compile, sizeof(__pyx_k_compile), 0, 0, 1, 1},
  {&__pyx_kp_s_contiguous_and_direct, __pyx_k_contiguous_and_direct, sizeof(__pyx_k_contiguous_and_direct), 0, 0, 1, 0},
  {&__pyx_kp_s_contiguous_and_indirect, __pyx_k_contiguous_and_indirect, sizeof(__pyx_k_contiguous_and_indirect), 0, 0, 1, 0},
  {&__pyx_n_s_d, __pyx_k_d, sizeof(__pyx_k_d), 0, 0, 1, 1},
  {&__pyx_n_s_data, __pyx_k_data, sizeof(__pyx_k_data), 0, 0, 1, 1},
  {&__pyx_n_s_deserializers, __pyx_k_deserializers, sizeof(__pyx_k_deserializers), 0, 0, 1, 1},
  {&__pyx_n_s_dict, __pyx_k_dict, sizeof(__pyx_k_dict), 0, 0, 1, 1},
  {&__pyx_n_s_do_deprecated, __pyx_k_do_deprecated, sizeof(__pyx_k_do_deprecated), 0, 0, 1, 1},
  {&__pyx_n_s_doc, __pyx_k_doc, sizeof(__pyx_k_doc), 0, 0, 1, 1},
  {&__pyx_n_s_dtype_is_object, __pyx_k_dtype_is_object, sizeof(__pyx_k_dtype_is_object), 0, 0, 1, 1},
  {&__pyx_n_s_e, __pyx_k_e, sizeof(__pyx_k_e), 0, 0, 1, 1},
  {&__pyx_n_s_encode, __pyx_k_encode, sizeof(__pyx_k_encode), 0, 0, 1, 1},
  {&__pyx_n_s_end, __pyx_k_end, sizeof(__pyx_k_end), 0, 0, 1, 1},
  {&__pyx_n_s_ensure_path, __pyx_k_ensure_path, sizeof(__pyx_k_ensure_path), 0, 0, 1, 1},
  {&__pyx_n_s_enter, __pyx_k_enter, sizeof(__pyx_k_enter), 0, 0, 1, 1},
  {&__pyx_n_s_enumerate, __pyx_k_enumerate, sizeof(__pyx_k_enumerate), 0, 0, 1, 1},
  {&__pyx_n_s_error, __pyx_k_error, sizeof(__pyx_k_error), 0, 0, 1, 1},
  {&__pyx_n_s_errors, __pyx_k_errors, sizeof(__pyx_k_errors), 0, 0, 1, 1},
  {&__pyx_n_s_examples, __pyx_k_examples, sizeof(__pyx_k_examples), 0, 0, 1, 1},
  {&__pyx_n_s_exc, __pyx_k_exc, sizeof(__pyx_k_exc), 0, 0, 1, 1},
  {&__pyx_n_s_exceptions, __pyx_k_exceptions, sizeof(__pyx_k_exceptions), 0, 0, 1, 1},
  {&__pyx_n_s_exclude, __pyx_k_exclude, sizeof(__pyx_k_exclude), 0, 0, 1, 1},
  {&__pyx_n_s_exit, __pyx_k_exit, sizeof(__pyx_k_exit), 0, 0, 1, 1},
  {&__pyx_n_s_explain, __pyx_k_explain, sizeof(__pyx_k_explain), 0, 0, 1, 1},
  {&__pyx_n_s_explain_locals_genexpr, __pyx_k_explain_locals_genexpr, sizeof(__pyx_k_explain_locals_genexpr), 0, 0, 1, 1},
  {&__pyx_n_s_faster_heuristics, __pyx_k_faster_heuristics, sizeof(__pyx_k_faster_heuristics), 0, 0, 1, 1},
  {&__pyx_n_s_file, __pyx_k_file, sizeof(__pyx_k_file), 0, 0, 1, 1},
  {&__pyx_n_s_filter_spans, __pyx_k_filter_spans, sizeof(__pyx_k_filter_spans), 0, 0, 1, 1},
  {&__pyx_n_s_final_tokens, __pyx_k_final_tokens, sizeof(__pyx_k_final_tokens), 0, 0, 1, 1},
  {&__pyx_n_s_find_infix, __pyx_k_find_infix, sizeof(__pyx_k_find_infix), 0, 0, 1, 1},
  {&__pyx_n_s_find_prefix, __pyx_k_find_prefix, sizeof(__pyx_k_find_prefix), 0, 0, 1, 1},
  {&__pyx_n_s_find_suffix, __pyx_k_find_suffix, sizeof(__pyx_k_find_suffix), 0, 0, 1, 1},
  {&__pyx_n_s_finditer, __pyx_k_finditer, sizeof(__pyx_k_finditer), 0, 0, 1, 1},
  {&__pyx_n_s_flags, __pyx_k_flags, sizeof(__pyx_k_flags), 0, 0, 1, 1},
  {&__pyx_n_s_flush_cache, __pyx_k_flush_cache, sizeof(__pyx_k_flush_cache), 0, 0, 1, 1},
  {&__pyx_n_s_flush_specials, __pyx_k_flush_specials, sizeof(__pyx_k_flush_specials), 0, 0, 1, 1},
  {&__pyx_n_s_format, __pyx_k_format, sizeof(__pyx_k_format), 0, 0, 1, 1},
  {&__pyx_n_s_fortran, __pyx_k_fortran, sizeof(__pyx_k_fortran), 0, 0, 1, 1},
  {&__pyx_n_u_fortran, __pyx_k_fortran, sizeof(__pyx_k_fortran), 0, 1, 0, 1},
  {&__pyx_n_s_from_bytes, __pyx_k_from_bytes, sizeof(__pyx_k_from_bytes), 0, 0, 1, 1},
  {&__pyx_n_s_from_bytes_locals_lambda, __pyx_k_from_bytes_locals_lambda, sizeof(__pyx_k_from_bytes_locals_lambda), 0, 0, 1, 1},
  {&__pyx_n_s_from_disk, __pyx_k_from_disk, sizeof(__pyx_k_from_disk), 0, 0, 1, 1},
  {&__pyx_n_s_genexpr, __pyx_k_genexpr, sizeof(__pyx_k_genexpr), 0, 0, 1, 1},
  {&__pyx_n_s_get, __pyx_k_get, sizeof(__pyx_k_get), 0, 0, 1, 1},
  {&__pyx_n_s_get_regex_pattern, __pyx_k_get_regex_pattern, sizeof(__pyx_k_get_regex_pattern), 0, 0, 1, 1},
  {&__pyx_n_s_get_words_and_spaces, __pyx_k_get_words_and_spaces, sizeof(__pyx_k_get_words_and_spaces), 0, 0, 1, 1},
  {&__pyx_n_s_getstate, __pyx_k_getstate, sizeof(__pyx_k_getstate), 0, 0, 1, 1},
  {&__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_k_got_differing_extents_in_dimensi, sizeof(__pyx_k_got_differing_extents_in_dimensi), 0, 0, 1, 0},
  {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1},
  {&__pyx_n_s_id, __pyx_k_id, sizeof(__pyx_k_id), 0, 0, 1, 1},
  {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
  {&__pyx_n_s_infix_finditer, __pyx_k_infix_finditer, sizeof(__pyx_k_infix_finditer), 0, 0, 1, 1},
  {&__pyx_n_s_infixes, __pyx_k_infixes, sizeof(__pyx_k_infixes), 0, 0, 1, 1},
  {&__pyx_n_s_intify_attrs, __pyx_k_intify_attrs, sizeof(__pyx_k_intify_attrs), 0, 0, 1, 1},
  {&__pyx_n_s_isspace, __pyx_k_isspace, sizeof(__pyx_k_isspace), 0, 0, 1, 1},
  {&__pyx_n_s_items, __pyx_k_items, sizeof(__pyx_k_items), 0, 0, 1, 1},
  {&__pyx_n_s_itemsize, __pyx_k_itemsize, sizeof(__pyx_k_itemsize), 0, 0, 1, 1},
  {&__pyx_kp_s_itemsize_0_for_cython_array, __pyx_k_itemsize_0_for_cython_array, sizeof(__pyx_k_itemsize_0_for_cython_array), 0, 0, 1, 0},
  {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1},
  {&__pyx_n_s_join, __pyx_k_join, sizeof(__pyx_k_join), 0, 0, 1, 1},
  {&__pyx_n_s_k, __pyx_k_k, sizeof(__pyx_k_k), 0, 0, 1, 1},
  {&__pyx_n_s_key, __pyx_k_key, sizeof(__pyx_k_key), 0, 0, 1, 1},
  {&__pyx_n_s_keys, __pyx_k_keys, sizeof(__pyx_k_keys), 0, 0, 1, 1},
  {&__pyx_n_s_kwargs, __pyx_k_kwargs, sizeof(__pyx_k_kwargs), 0, 0, 1, 1},
  {&__pyx_n_s_label, __pyx_k_label, sizeof(__pyx_k_label), 0, 0, 1, 1},
  {&__pyx_n_s_label_2, __pyx_k_label_2, sizeof(__pyx_k_label_2), 0, 0, 1, 1},
  {&__pyx_n_s_length, __pyx_k_length, sizeof(__pyx_k_length), 0, 0, 1, 1},
  {&__pyx_n_s_load_special_cases, __pyx_k_load_special_cases, sizeof(__pyx_k_load_special_cases), 0, 0, 1, 1},
  {&__pyx_n_s_m_id, __pyx_k_m_id, sizeof(__pyx_k_m_id), 0, 0, 1, 1},
  {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
  {&__pyx_n_s_match, __pyx_k_match, sizeof(__pyx_k_match), 0, 0, 1, 1},
  {&__pyx_n_s_matches, __pyx_k_matches, sizeof(__pyx_k_matches), 0, 0, 1, 1},
  {&__pyx_n_s_memview, __pyx_k_memview, sizeof(__pyx_k_memview), 0, 0, 1, 1},
  {&__pyx_n_s_mode, __pyx_k_mode, sizeof(__pyx_k_mode), 0, 0, 1, 1},
  {&__pyx_n_s_msg, __pyx_k_msg, sizeof(__pyx_k_msg), 0, 0, 1, 1},
  {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
  {&__pyx_n_s_name_2, __pyx_k_name_2, sizeof(__pyx_k_name_2), 0, 0, 1, 1},
  {&__pyx_n_s_ndim, __pyx_k_ndim, sizeof(__pyx_k_ndim), 0, 0, 1, 1},
  {&__pyx_n_s_new, __pyx_k_new, sizeof(__pyx_k_new), 0, 0, 1, 1},
  {&__pyx_kp_s_no_default___reduce___due_to_non, __pyx_k_no_default___reduce___due_to_non, sizeof(__pyx_k_no_default___reduce___due_to_non), 0, 0, 1, 0},
  {&__pyx_kp_s_numpy_core_multiarray_failed_to, __pyx_k_numpy_core_multiarray_failed_to, sizeof(__pyx_k_numpy_core_multiarray_failed_to), 0, 0, 1, 0},
  {&__pyx_kp_s_numpy_core_umath_failed_to_impor, __pyx_k_numpy_core_umath_failed_to_impor, sizeof(__pyx_k_numpy_core_umath_failed_to_impor), 0, 0, 1, 0},
  {&__pyx_n_s_obj, __pyx_k_obj, sizeof(__pyx_k_obj), 0, 0, 1, 1},
  {&__pyx_n_s_offset, __pyx_k_offset, sizeof(__pyx_k_offset), 0, 0, 1, 1},
  {&__pyx_n_s_open, __pyx_k_open, sizeof(__pyx_k_open), 0, 0, 1, 1},
  {&__pyx_n_s_orth, __pyx_k_orth, sizeof(__pyx_k_orth), 0, 0, 1, 1},
  {&__pyx_n_s_pack, __pyx_k_pack, sizeof(__pyx_k_pack), 0, 0, 1, 1},
  {&__pyx_n_s_path, __pyx_k_path, sizeof(__pyx_k_path), 0, 0, 1, 1},
  {&__pyx_n_s_pattern, __pyx_k_pattern, sizeof(__pyx_k_pattern), 0, 0, 1, 1},
  {&__pyx_n_s_pickle, __pyx_k_pickle, sizeof(__pyx_k_pickle), 0, 0, 1, 1},
  {&__pyx_n_s_pipe, __pyx_k_pipe, sizeof(__pyx_k_pipe), 0, 0, 1, 1},
  {&__pyx_n_s_prefix_search, __pyx_k_prefix_search, sizeof(__pyx_k_prefix_search), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_PickleError, __pyx_k_pyx_PickleError, sizeof(__pyx_k_pyx_PickleError), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_checksum, __pyx_k_pyx_checksum, sizeof(__pyx_k_pyx_checksum), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_getbuffer, __pyx_k_pyx_getbuffer, sizeof(__pyx_k_pyx_getbuffer), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_result, __pyx_k_pyx_result, sizeof(__pyx_k_pyx_result), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_state, __pyx_k_pyx_state, sizeof(__pyx_k_pyx_state), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_type, __pyx_k_pyx_type, sizeof(__pyx_k_pyx_type), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_unpickle_Enum, __pyx_k_pyx_unpickle_Enum, sizeof(__pyx_k_pyx_unpickle_Enum), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_vtable, __pyx_k_pyx_vtable, sizeof(__pyx_k_pyx_vtable), 0, 0, 1, 1},
  {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
  {&__pyx_n_s_rb, __pyx_k_rb, sizeof(__pyx_k_rb), 0, 0, 1, 1},
  {&__pyx_n_s_re, __pyx_k_re, sizeof(__pyx_k_re), 0, 0, 1, 1},
  {&__pyx_n_s_read, __pyx_k_read, sizeof(__pyx_k_read), 0, 0, 1, 1},
  {&__pyx_n_s_realloc, __pyx_k_realloc, sizeof(__pyx_k_realloc), 0, 0, 1, 1},
  {&__pyx_n_s_reduce, __pyx_k_reduce, sizeof(__pyx_k_reduce), 0, 0, 1, 1},
  {&__pyx_n_s_reduce_cython, __pyx_k_reduce_cython, sizeof(__pyx_k_reduce_cython), 0, 0, 1, 1},
  {&__pyx_n_s_reduce_ex, __pyx_k_reduce_ex, sizeof(__pyx_k_reduce_ex), 0, 0, 1, 1},
  {&__pyx_n_s_regex, __pyx_k_regex, sizeof(__pyx_k_regex), 0, 0, 1, 1},
  {&__pyx_n_s_registry, __pyx_k_registry, sizeof(__pyx_k_registry), 0, 0, 1, 1},
  {&__pyx_n_s_reload_special_cases, __pyx_k_reload_special_cases, sizeof(__pyx_k_reload_special_cases), 0, 0, 1, 1},
  {&__pyx_n_s_reset_cache, __pyx_k_reset_cache, sizeof(__pyx_k_reset_cache), 0, 0, 1, 1},
  {&__pyx_n_s_reversed, __pyx_k_reversed, sizeof(__pyx_k_reversed), 0, 0, 1, 1},
  {&__pyx_n_s_rules, __pyx_k_rules, sizeof(__pyx_k_rules), 0, 0, 1, 1},
  {&__pyx_n_s_s, __pyx_k_s, sizeof(__pyx_k_s), 0, 0, 1, 1},
  {&__pyx_n_s_score, __pyx_k_score, sizeof(__pyx_k_score), 0, 0, 1, 1},
  {&__pyx_n_s_score_tokenization, __pyx_k_score_tokenization, sizeof(__pyx_k_score_tokenization), 0, 0, 1, 1},
  {&__pyx_n_s_scorer, __pyx_k_scorer, sizeof(__pyx_k_scorer), 0, 0, 1, 1},
  {&__pyx_n_s_search, __pyx_k_search, sizeof(__pyx_k_search), 0, 0, 1, 1},
  {&__pyx_n_s_self, __pyx_k_self, sizeof(__pyx_k_self), 0, 0, 1, 1},
  {&__pyx_n_s_self_2, __pyx_k_self_2, sizeof(__pyx_k_self_2), 0, 0, 1, 1},
  {&__pyx_n_s_send, __pyx_k_send, sizeof(__pyx_k_send), 0, 0, 1, 1},
  {&__pyx_n_s_serializers, __pyx_k_serializers, sizeof(__pyx_k_serializers), 0, 0, 1, 1},
  {&__pyx_n_s_setdefault, __pyx_k_setdefault, sizeof(__pyx_k_setdefault), 0, 0, 1, 1},
  {&__pyx_n_s_setstate, __pyx_k_setstate, sizeof(__pyx_k_setstate), 0, 0, 1, 1},
  {&__pyx_n_s_setstate_cython, __pyx_k_setstate_cython, sizeof(__pyx_k_setstate_cython), 0, 0, 1, 1},
  {&__pyx_n_s_shape, __pyx_k_shape, sizeof(__pyx_k_shape), 0, 0, 1, 1},
  {&__pyx_n_s_size, __pyx_k_size, sizeof(__pyx_k_size), 0, 0, 1, 1},
  {&__pyx_n_s_space, __pyx_k_space, sizeof(__pyx_k_space), 0, 0, 1, 1},
  {&__pyx_n_s_spaces, __pyx_k_spaces, sizeof(__pyx_k_spaces), 0, 0, 1, 1},
  {&__pyx_n_s_spacy_tokenizer, __pyx_k_spacy_tokenizer, sizeof(__pyx_k_spacy_tokenizer), 0, 0, 1, 1},
  {&__pyx_kp_s_spacy_tokenizer_pyx, __pyx_k_spacy_tokenizer_pyx, sizeof(__pyx_k_spacy_tokenizer_pyx), 0, 0, 1, 0},
  {&__pyx_n_s_span, __pyx_k_span, sizeof(__pyx_k_span), 0, 0, 1, 1},
  {&__pyx_n_s_spans, __pyx_k_spans, sizeof(__pyx_k_spans), 0, 0, 1, 1},
  {&__pyx_n_s_spans_by_start, __pyx_k_spans_by_start, sizeof(__pyx_k_spans_by_start), 0, 0, 1, 1},
  {&__pyx_n_s_spec, __pyx_k_spec, sizeof(__pyx_k_spec), 0, 0, 1, 1},
  {&__pyx_n_s_special_cases, __pyx_k_special_cases, sizeof(__pyx_k_special_cases), 0, 0, 1, 1},
  {&__pyx_n_s_special_token, __pyx_k_special_token, sizeof(__pyx_k_special_token), 0, 0, 1, 1},
  {&__pyx_n_s_special_tokens, __pyx_k_special_tokens, sizeof(__pyx_k_special_tokens), 0, 0, 1, 1},
  {&__pyx_n_s_split, __pyx_k_split, sizeof(__pyx_k_split), 0, 0, 1, 1},
  {&__pyx_n_s_stale_special, __pyx_k_stale_special, sizeof(__pyx_k_stale_special), 0, 0, 1, 1},
  {&__pyx_n_s_start, __pyx_k_start, sizeof(__pyx_k_start), 0, 0, 1, 1},
  {&__pyx_n_s_step, __pyx_k_step, sizeof(__pyx_k_step), 0, 0, 1, 1},
  {&__pyx_n_s_stop, __pyx_k_stop, sizeof(__pyx_k_stop), 0, 0, 1, 1},
  {&__pyx_kp_s_strided_and_direct, __pyx_k_strided_and_direct, sizeof(__pyx_k_strided_and_direct), 0, 0, 1, 0},
  {&__pyx_kp_s_strided_and_direct_or_indirect, __pyx_k_strided_and_direct_or_indirect, sizeof(__pyx_k_strided_and_direct_or_indirect), 0, 0, 1, 0},
  {&__pyx_kp_s_strided_and_indirect, __pyx_k_strided_and_indirect, sizeof(__pyx_k_strided_and_indirect), 0, 0, 1, 0},
  {&__pyx_n_s_string, __pyx_k_string, sizeof(__pyx_k_string), 0, 0, 1, 1},
  {&__pyx_n_s_strings_map, __pyx_k_strings_map, sizeof(__pyx_k_strings_map), 0, 0, 1, 1},
  {&__pyx_kp_s_stringsource, __pyx_k_stringsource, sizeof(__pyx_k_stringsource), 0, 0, 1, 0},
  {&__pyx_n_s_struct, __pyx_k_struct, sizeof(__pyx_k_struct), 0, 0, 1, 1},
  {&__pyx_n_s_substring, __pyx_k_substring, sizeof(__pyx_k_substring), 0, 0, 1, 1},
  {&__pyx_n_s_substrings, __pyx_k_substrings, sizeof(__pyx_k_substrings), 0, 0, 1, 1},
  {&__pyx_n_s_suffix_search, __pyx_k_suffix_search, sizeof(__pyx_k_suffix_search), 0, 0, 1, 1},
  {&__pyx_n_s_suffixes, __pyx_k_suffixes, sizeof(__pyx_k_suffixes), 0, 0, 1, 1},
  {&__pyx_n_s_symbols, __pyx_k_symbols, sizeof(__pyx_k_symbols), 0, 0, 1, 1},
  {&__pyx_n_s_t, __pyx_k_t, sizeof(__pyx_k_t), 0, 0, 1, 1},
  {&__pyx_n_s_t_spaces, __pyx_k_t_spaces, sizeof(__pyx_k_t_spaces), 0, 0, 1, 1},
  {&__pyx_n_s_t_words, __pyx_k_t_words, sizeof(__pyx_k_t_words), 0, 0, 1, 1},
  {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
  {&__pyx_n_s_text, __pyx_k_text, sizeof(__pyx_k_text), 0, 0, 1, 1},
  {&__pyx_n_s_texts, __pyx_k_texts, sizeof(__pyx_k_texts), 0, 0, 1, 1},
  {&__pyx_n_s_throw, __pyx_k_throw, sizeof(__pyx_k_throw), 0, 0, 1, 1},
  {&__pyx_n_s_to_bytes, __pyx_k_to_bytes, sizeof(__pyx_k_to_bytes), 0, 0, 1, 1},
  {&__pyx_n_s_to_bytes_locals_lambda, __pyx_k_to_bytes_locals_lambda, sizeof(__pyx_k_to_bytes_locals_lambda), 0, 0, 1, 1},
  {&__pyx_n_s_to_disk, __pyx_k_to_disk, sizeof(__pyx_k_to_disk), 0, 0, 1, 1},
  {&__pyx_n_s_token_attrs, __pyx_k_token_attrs, sizeof(__pyx_k_token_attrs), 0, 0, 1, 1},
  {&__pyx_n_s_token_match, __pyx_k_token_match, sizeof(__pyx_k_token_match), 0, 0, 1, 1},
  {&__pyx_n_s_tokens, __pyx_k_tokens, sizeof(__pyx_k_tokens), 0, 0, 1, 1},
  {&__pyx_n_s_training, __pyx_k_training, sizeof(__pyx_k_training), 0, 0, 1, 1},
  {&__pyx_kp_s_unable_to_allocate_array_data, __pyx_k_unable_to_allocate_array_data, sizeof(__pyx_k_unable_to_allocate_array_data), 0, 0, 1, 0},
  {&__pyx_kp_s_unable_to_allocate_shape_and_str, __pyx_k_unable_to_allocate_shape_and_str, sizeof(__pyx_k_unable_to_allocate_shape_and_str), 0, 0, 1, 0},
  {&__pyx_n_s_unpack, __pyx_k_unpack, sizeof(__pyx_k_unpack), 0, 0, 1, 1},
  {&__pyx_n_s_update, __pyx_k_update, sizeof(__pyx_k_update), 0, 0, 1, 1},
  {&__pyx_n_s_url_match, __pyx_k_url_match, sizeof(__pyx_k_url_match), 0, 0, 1, 1},
  {&__pyx_n_s_util, __pyx_k_util, sizeof(__pyx_k_util), 0, 0, 1, 1},
  {&__pyx_n_s_validate_examples, __pyx_k_validate_examples, sizeof(__pyx_k_validate_examples), 0, 0, 1, 1},
  {&__pyx_n_s_validate_special_case, __pyx_k_validate_special_case, sizeof(__pyx_k_validate_special_case), 0, 0, 1, 1},
  {&__pyx_n_s_vocab, __pyx_k_vocab, sizeof(__pyx_k_vocab), 0, 0, 1, 1},
  {&__pyx_n_s_warnings, __pyx_k_warnings, sizeof(__pyx_k_warnings), 0, 0, 1, 1},
  {&__pyx_n_s_wb, __pyx_k_wb, sizeof(__pyx_k_wb), 0, 0, 1, 1},
  {&__pyx_n_s_word, __pyx_k_word, sizeof(__pyx_k_word), 0, 0, 1, 1},
  {&__pyx_n_s_words, __pyx_k_words, sizeof(__pyx_k_words), 0, 0, 1, 1},
  {&__pyx_n_s_write, __pyx_k_write, sizeof(__pyx_k_write), 0, 0, 1, 1},
  {&__pyx_n_s_zip, __pyx_k_zip, sizeof(__pyx_k_zip), 0, 0, 1, 1},
  {0, 0, 0, 0, 0, 0, 0}
};
static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) {
  __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) __PYX_ERR(0, 167, __pyx_L1_error)
  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) __PYX_ERR(0, 276, __pyx_L1_error)
  __pyx_builtin_reversed = __Pyx_GetBuiltinName(__pyx_n_s_reversed); if (!__pyx_builtin_reversed) __PYX_ERR(0, 715, __pyx_L1_error)
  __pyx_builtin_zip = __Pyx_GetBuiltinName(__pyx_n_s_zip); if (!__pyx_builtin_zip) __PYX_ERR(0, 720, __pyx_L1_error)
  __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) __PYX_ERR(0, 736, __pyx_L1_error)
  __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) __PYX_ERR(2, 945, __pyx_L1_error)
  __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) __PYX_ERR(4, 149, __pyx_L1_error)
  __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) __PYX_ERR(4, 2, __pyx_L1_error)
  __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) __PYX_ERR(4, 406, __pyx_L1_error)
  __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) __PYX_ERR(4, 615, __pyx_L1_error)
  __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) __PYX_ERR(4, 834, __pyx_L1_error)
  return 0;
  __pyx_L1_error:;
  return -1;
}

static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);

  /* "spacy/tokenizer.pyx":758
 *         """
 *         path = util.ensure_path(path)
 *         with path.open("wb") as file_:             # <<<<<<<<<<<<<<
 *             file_.write(self.to_bytes(**kwargs))
 * 
 */
  __pyx_tuple__18 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_tuple__18)) __PYX_ERR(0, 758, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__18);
  __Pyx_GIVEREF(__pyx_tuple__18);

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":945
 *         __pyx_import_array()
 *     except Exception:
 *         raise ImportError("numpy.core.multiarray failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_umath() except -1:
 */
  __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); if (unlikely(!__pyx_tuple__26)) __PYX_ERR(2, 945, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__26);
  __Pyx_GIVEREF(__pyx_tuple__26);

  /* "../_h_env/lib/site-packages/numpy/__init__.pxd":951
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_ufunc() except -1:
 */
  __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); if (unlikely(!__pyx_tuple__27)) __PYX_ERR(2, 951, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__27);
  __Pyx_GIVEREF(__pyx_tuple__27);

  /* "View.MemoryView":134
 * 
 *         if not self.ndim:
 *             raise ValueError("Empty shape tuple for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if itemsize <= 0:
 */
  __pyx_tuple__28 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__28)) __PYX_ERR(4, 134, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__28);
  __Pyx_GIVEREF(__pyx_tuple__28);

  /* "View.MemoryView":137
 * 
 *         if itemsize <= 0:
 *             raise ValueError("itemsize <= 0 for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if not isinstance(format, bytes):
 */
  __pyx_tuple__29 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__29)) __PYX_ERR(4, 137, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__29);
  __Pyx_GIVEREF(__pyx_tuple__29);

  /* "View.MemoryView":149
 * 
 *         if not self._shape:
 *             raise MemoryError("unable to allocate shape and strides.")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__30 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__30)) __PYX_ERR(4, 149, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__30);
  __Pyx_GIVEREF(__pyx_tuple__30);

  /* "View.MemoryView":177
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")             # <<<<<<<<<<<<<<
 * 
 *             if self.dtype_is_object:
 */
  __pyx_tuple__31 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__31)) __PYX_ERR(4, 177, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__31);
  __Pyx_GIVEREF(__pyx_tuple__31);

  /* "View.MemoryView":193
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")             # <<<<<<<<<<<<<<
 *         info.buf = self.data
 *         info.len = self.len
 */
  __pyx_tuple__32 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__32)) __PYX_ERR(4, 193, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__32);
  __Pyx_GIVEREF(__pyx_tuple__32);

  /* "(tree fragment)":2
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */
  __pyx_tuple__33 = PyTuple_Pack(1, __pyx_kp_s_no_default___reduce___due_to_non); if (unlikely(!__pyx_tuple__33)) __PYX_ERR(4, 2, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__33);
  __Pyx_GIVEREF(__pyx_tuple__33);

  /* "(tree fragment)":4
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 */
  __pyx_tuple__34 = PyTuple_Pack(1, __pyx_kp_s_no_default___reduce___due_to_non); if (unlikely(!__pyx_tuple__34)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__34);
  __Pyx_GIVEREF(__pyx_tuple__34);

  /* "View.MemoryView":420
 *     def __setitem__(memoryview self, object index, object value):
 *         if self.view.readonly:
 *             raise TypeError("Cannot assign to read-only memoryview")             # <<<<<<<<<<<<<<
 * 
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 */
  __pyx_tuple__35 = PyTuple_Pack(1, __pyx_kp_s_Cannot_assign_to_read_only_memor); if (unlikely(!__pyx_tuple__35)) __PYX_ERR(4, 420, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__35);
  __Pyx_GIVEREF(__pyx_tuple__35);

  /* "View.MemoryView":497
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")             # <<<<<<<<<<<<<<
 *         else:
 *             if len(self.view.format) == 1:
 */
  __pyx_tuple__36 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__36)) __PYX_ERR(4, 497, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__36);
  __Pyx_GIVEREF(__pyx_tuple__36);

  /* "View.MemoryView":522
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_WRITABLE and self.view.readonly:
 *             raise ValueError("Cannot create writable memory view from read-only memoryview")             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_ND:
 */
  __pyx_tuple__37 = PyTuple_Pack(1, __pyx_kp_s_Cannot_create_writable_memory_vi); if (unlikely(!__pyx_tuple__37)) __PYX_ERR(4, 522, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__37);
  __Pyx_GIVEREF(__pyx_tuple__37);

  /* "View.MemoryView":572
 *         if self.view.strides == NULL:
 * 
 *             raise ValueError("Buffer view does not expose strides")             # <<<<<<<<<<<<<<
 * 
 *         return tuple([stride for stride in self.view.strides[:self.view.ndim]])
 */
  __pyx_tuple__38 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__38)) __PYX_ERR(4, 572, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__38);
  __Pyx_GIVEREF(__pyx_tuple__38);

  /* "View.MemoryView":579
 *     def suboffsets(self):
 *         if self.view.suboffsets == NULL:
 *             return (-1,) * self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *         return tuple([suboffset for suboffset in self.view.suboffsets[:self.view.ndim]])
 */
  __pyx_tuple__39 = PyTuple_New(1); if (unlikely(!__pyx_tuple__39)) __PYX_ERR(4, 579, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__39);
  __Pyx_INCREF(__pyx_int_neg_1);
  __Pyx_GIVEREF(__pyx_int_neg_1);
  PyTuple_SET_ITEM(__pyx_tuple__39, 0, __pyx_int_neg_1);
  __Pyx_GIVEREF(__pyx_tuple__39);

  /* "(tree fragment)":2
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */
  __pyx_tuple__40 = PyTuple_Pack(1, __pyx_kp_s_no_default___reduce___due_to_non); if (unlikely(!__pyx_tuple__40)) __PYX_ERR(4, 2, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__40);
  __Pyx_GIVEREF(__pyx_tuple__40);

  /* "(tree fragment)":4
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 */
  __pyx_tuple__41 = PyTuple_Pack(1, __pyx_kp_s_no_default___reduce___due_to_non); if (unlikely(!__pyx_tuple__41)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__41);
  __Pyx_GIVEREF(__pyx_tuple__41);

  /* "View.MemoryView":684
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))             # <<<<<<<<<<<<<<
 *                 seen_ellipsis = True
 *             else:
 */
  __pyx_slice__42 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__42)) __PYX_ERR(4, 684, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_slice__42);
  __Pyx_GIVEREF(__pyx_slice__42);

  /* "View.MemoryView":705
 *     for suboffset in suboffsets[:ndim]:
 *         if suboffset >= 0:
 *             raise ValueError("Indirect dimensions not supported")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__43 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__43)) __PYX_ERR(4, 705, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__43);
  __Pyx_GIVEREF(__pyx_tuple__43);

  /* "(tree fragment)":2
 * def __reduce_cython__(self):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 */
  __pyx_tuple__44 = PyTuple_Pack(1, __pyx_kp_s_no_default___reduce___due_to_non); if (unlikely(!__pyx_tuple__44)) __PYX_ERR(4, 2, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__44);
  __Pyx_GIVEREF(__pyx_tuple__44);

  /* "(tree fragment)":4
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError("no default __reduce__ due to non-trivial __cinit__")             # <<<<<<<<<<<<<<
 */
  __pyx_tuple__45 = PyTuple_Pack(1, __pyx_kp_s_no_default___reduce___due_to_non); if (unlikely(!__pyx_tuple__45)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__45);
  __Pyx_GIVEREF(__pyx_tuple__45);
  __pyx_tuple__47 = PyTuple_Pack(3, __pyx_int_184977713, __pyx_int_136983863, __pyx_int_112105877); if (unlikely(!__pyx_tuple__47)) __PYX_ERR(4, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__47);
  __Pyx_GIVEREF(__pyx_tuple__47);

  /* "spacy/tokenizer.pyx":137
 *             self._reload_special_cases()
 * 
 *     def __reduce__(self):             # <<<<<<<<<<<<<<
 *         args = (self.vocab,
 *                 self.rules,
 */
  __pyx_tuple__48 = PyTuple_Pack(2, __pyx_n_s_self_2, __pyx_n_s_args); if (unlikely(!__pyx_tuple__48)) __PYX_ERR(0, 137, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__48);
  __Pyx_GIVEREF(__pyx_tuple__48);
  __pyx_codeobj_ = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__48, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_reduce, 137, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj_)) __PYX_ERR(0, 137, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":207
 *         return doc
 * 
 *     def pipe(self, texts, batch_size=1000):             # <<<<<<<<<<<<<<
 *         """Tokenize a stream of texts.
 * 
 */
  __pyx_tuple__49 = PyTuple_Pack(4, __pyx_n_s_self_2, __pyx_n_s_texts, __pyx_n_s_batch_size, __pyx_n_s_text); if (unlikely(!__pyx_tuple__49)) __PYX_ERR(0, 207, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__49);
  __Pyx_GIVEREF(__pyx_tuple__49);
  __pyx_codeobj__3 = (PyObject*)__Pyx_PyCode_New(3, 0, 4, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__49, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_pipe, 207, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__3)) __PYX_ERR(0, 207, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":220
 *             yield self(text)
 * 
 *     def _flush_cache(self):             # <<<<<<<<<<<<<<
 *         self._reset_cache([key for key in self._cache])
 * 
 */
  __pyx_tuple__50 = PyTuple_Pack(2, __pyx_n_s_self_2, __pyx_n_s_key); if (unlikely(!__pyx_tuple__50)) __PYX_ERR(0, 220, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__50);
  __Pyx_GIVEREF(__pyx_tuple__50);
  __pyx_codeobj__4 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__50, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_flush_cache, 220, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__4)) __PYX_ERR(0, 220, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":223
 *         self._reset_cache([key for key in self._cache])
 * 
 *     def _reset_cache(self, keys):             # <<<<<<<<<<<<<<
 *         for k in keys:
 *             cached = <_Cached*>self._cache.get(k)
 */
  __pyx_tuple__51 = PyTuple_Pack(4, __pyx_n_s_self_2, __pyx_n_s_keys, __pyx_n_s_k, __pyx_n_s_cached); if (unlikely(!__pyx_tuple__51)) __PYX_ERR(0, 223, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__51);
  __Pyx_GIVEREF(__pyx_tuple__51);
  __pyx_codeobj__5 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__51, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_reset_cache, 223, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__5)) __PYX_ERR(0, 223, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":230
 *                 self.mem.free(cached)
 * 
 *     def _flush_specials(self):             # <<<<<<<<<<<<<<
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         for k in self._specials:
 */
  __pyx_tuple__52 = PyTuple_Pack(3, __pyx_n_s_self_2, __pyx_n_s_k, __pyx_n_s_cached); if (unlikely(!__pyx_tuple__52)) __PYX_ERR(0, 230, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__52);
  __Pyx_GIVEREF(__pyx_tuple__52);
  __pyx_codeobj__6 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__52, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_flush_specials, 230, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__6)) __PYX_ERR(0, 230, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":528
 *         self._cache.set(key, cached)
 * 
 *     def find_infix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find internal split points of the string, such as hyphens.
 * 
 */
  __pyx_tuple__53 = PyTuple_Pack(2, __pyx_n_s_self_2, __pyx_n_s_string); if (unlikely(!__pyx_tuple__53)) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__53);
  __Pyx_GIVEREF(__pyx_tuple__53);
  __pyx_codeobj__7 = (PyObject*)__Pyx_PyCode_New(2, 0, 2, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__53, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_find_infix, 528, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__7)) __PYX_ERR(0, 528, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":542
 *         return list(self.infix_finditer(string))
 * 
 *     def find_prefix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a prefix that should be segmented from the
 *         string, or None if no prefix rules match.
 */
  __pyx_tuple__54 = PyTuple_Pack(3, __pyx_n_s_self_2, __pyx_n_s_string, __pyx_n_s_match); if (unlikely(!__pyx_tuple__54)) __PYX_ERR(0, 542, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__54);
  __Pyx_GIVEREF(__pyx_tuple__54);
  __pyx_codeobj__8 = (PyObject*)__Pyx_PyCode_New(2, 0, 3, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__54, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_find_prefix, 542, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__8)) __PYX_ERR(0, 542, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":556
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def find_suffix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a suffix that should be segmented from the
 *         string, or None if no suffix rules match.
 */
  __pyx_tuple__55 = PyTuple_Pack(3, __pyx_n_s_self_2, __pyx_n_s_string, __pyx_n_s_match); if (unlikely(!__pyx_tuple__55)) __PYX_ERR(0, 556, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__55);
  __Pyx_GIVEREF(__pyx_tuple__55);
  __pyx_codeobj__9 = (PyObject*)__Pyx_PyCode_New(2, 0, 3, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__55, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_find_suffix, 556, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__9)) __PYX_ERR(0, 556, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":570
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def _load_special_cases(self, special_cases):             # <<<<<<<<<<<<<<
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:
 */
  __pyx_tuple__56 = PyTuple_Pack(4, __pyx_n_s_self_2, __pyx_n_s_special_cases, __pyx_n_s_chunk, __pyx_n_s_substrings); if (unlikely(!__pyx_tuple__56)) __PYX_ERR(0, 570, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__56);
  __Pyx_GIVEREF(__pyx_tuple__56);
  __pyx_codeobj__10 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__56, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_load_special_cases, 570, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__10)) __PYX_ERR(0, 570, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":576
 *                 self.add_special_case(chunk, substrings)
 * 
 *     def _validate_special_case(self, chunk, substrings):             # <<<<<<<<<<<<<<
 *         """Check whether the `ORTH` fields match the string. Check that
 *         additional features beyond `ORTH` and `NORM` are not set by the
 */
  __pyx_tuple__57 = PyTuple_Pack(8, __pyx_n_s_self_2, __pyx_n_s_chunk, __pyx_n_s_substrings, __pyx_n_s_attrs, __pyx_n_s_orth, __pyx_n_s_substring, __pyx_n_s_attr, __pyx_n_s_spec); if (unlikely(!__pyx_tuple__57)) __PYX_ERR(0, 576, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__57);
  __Pyx_GIVEREF(__pyx_tuple__57);
  __pyx_codeobj__11 = (PyObject*)__Pyx_PyCode_New(3, 0, 8, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__57, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_validate_special_case, 576, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__11)) __PYX_ERR(0, 576, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":594
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 * 
 *     def add_special_case(self, str string, substrings):             # <<<<<<<<<<<<<<
 *         """Add a special-case tokenization rule.
 * 
 */
  __pyx_tuple__58 = PyTuple_Pack(6, __pyx_n_s_self_2, __pyx_n_s_string, __pyx_n_s_substrings, __pyx_n_s_cached, __pyx_n_s_key, __pyx_n_s_stale_special); if (unlikely(!__pyx_tuple__58)) __PYX_ERR(0, 594, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__58);
  __Pyx_GIVEREF(__pyx_tuple__58);
  __pyx_codeobj__13 = (PyObject*)__Pyx_PyCode_New(3, 0, 6, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__58, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_add_special_case, 594, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__13)) __PYX_ERR(0, 594, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":620
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))
 * 
 *     def _reload_special_cases(self):             # <<<<<<<<<<<<<<
 *         self._flush_cache()
 *         self._flush_specials()
 */
  __pyx_tuple__59 = PyTuple_Pack(1, __pyx_n_s_self_2); if (unlikely(!__pyx_tuple__59)) __PYX_ERR(0, 620, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__59);
  __Pyx_GIVEREF(__pyx_tuple__59);
  __pyx_codeobj__14 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__59, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_reload_special_cases, 620, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__14)) __PYX_ERR(0, 620, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":625
 *         self._load_special_cases(self._rules)
 * 
 *     def explain(self, text):             # <<<<<<<<<<<<<<
 *         """A debugging tokenizer that provides information about which
 *         tokenizer rule or pattern was matched for each token. The tokens
 */
  __pyx_tuple__60 = PyTuple_Pack(43, __pyx_n_s_self_2, __pyx_n_s_text, __pyx_n_s_prefix_search, __pyx_n_s_suffix_search, __pyx_n_s_infix_finditer, __pyx_n_s_token_match, __pyx_n_s_url_match, __pyx_n_s_special_cases, __pyx_n_s_orth, __pyx_n_s_special_tokens, __pyx_n_s_tokens, __pyx_n_s_substring, __pyx_n_s_suffixes, __pyx_n_s_split, __pyx_n_s_infixes, __pyx_n_s_offset, __pyx_n_s_match, __pyx_n_s_words, __pyx_n_s_spaces, __pyx_n_s_t_words, __pyx_n_s_t_spaces, __pyx_n_s_word, __pyx_n_s_space, __pyx_n_s_doc, __pyx_n_s_matches, __pyx_n_s_spans, __pyx_n_s_i, __pyx_n_s_final_tokens, __pyx_n_s_spans_by_start, __pyx_n_s_span, __pyx_n_s_exc, __pyx_n_s_j, __pyx_n_s_special_token, __pyx_n_s_genexpr, __pyx_n_s_genexpr, __pyx_n_s_genexpr, __pyx_n_s_genexpr, __pyx_n_s_t, __pyx_n_s_m_id, __pyx_n_s_s, __pyx_n_s_e, __pyx_n_s_s, __pyx_n_s_d); if (unlikely(!__pyx_tuple__60)) __PYX_ERR(0, 625, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__60);
  __Pyx_GIVEREF(__pyx_tuple__60);
  __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(2, 0, 43, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__60, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_explain, 625, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) __PYX_ERR(0, 625, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":744
 *         return final_tokens
 * 
 *     def score(self, examples, **kwargs):             # <<<<<<<<<<<<<<
 *         validate_examples(examples, "Tokenizer.score")
 *         return Scorer.score_tokenization(examples)
 */
  __pyx_tuple__61 = PyTuple_Pack(3, __pyx_n_s_self_2, __pyx_n_s_examples, __pyx_n_s_kwargs); if (unlikely(!__pyx_tuple__61)) __PYX_ERR(0, 744, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__61);
  __Pyx_GIVEREF(__pyx_tuple__61);
  __pyx_codeobj__16 = (PyObject*)__Pyx_PyCode_New(2, 0, 3, 0, CO_OPTIMIZED|CO_NEWLOCALS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__61, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_score, 744, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__16)) __PYX_ERR(0, 744, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":748
 *         return Scorer.score_tokenization(examples)
 * 
 *     def to_disk(self, path, **kwargs):             # <<<<<<<<<<<<<<
 *         """Save the current state to a directory.
 * 
 */
  __pyx_tuple__62 = PyTuple_Pack(4, __pyx_n_s_self_2, __pyx_n_s_path, __pyx_n_s_kwargs, __pyx_n_s_file); if (unlikely(!__pyx_tuple__62)) __PYX_ERR(0, 748, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__62);
  __Pyx_GIVEREF(__pyx_tuple__62);
  __pyx_codeobj__17 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, CO_OPTIMIZED|CO_NEWLOCALS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__62, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_to_disk, 748, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__17)) __PYX_ERR(0, 748, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":761
 *             file_.write(self.to_bytes(**kwargs))
 * 
 *     def from_disk(self, path, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Loads state from a directory. Modifies the object in place and
 *         returns it.
 */
  __pyx_tuple__63 = PyTuple_Pack(5, __pyx_n_s_self_2, __pyx_n_s_path, __pyx_n_s_exclude, __pyx_n_s_file, __pyx_n_s_bytes_data); if (unlikely(!__pyx_tuple__63)) __PYX_ERR(0, 761, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__63);
  __Pyx_GIVEREF(__pyx_tuple__63);
  __pyx_codeobj__20 = (PyObject*)__Pyx_PyCode_New(2, 1, 5, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__63, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_from_disk, 761, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__20)) __PYX_ERR(0, 761, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":777
 *         return self
 * 
 *     def to_bytes(self, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Serialize the current state to a binary string.
 * 
 */
  __pyx_tuple__64 = PyTuple_Pack(3, __pyx_n_s_self_2, __pyx_n_s_exclude, __pyx_n_s_serializers); if (unlikely(!__pyx_tuple__64)) __PYX_ERR(0, 777, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__64);
  __Pyx_GIVEREF(__pyx_tuple__64);
  __pyx_codeobj__22 = (PyObject*)__Pyx_PyCode_New(1, 1, 3, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__64, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_to_bytes, 777, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__22)) __PYX_ERR(0, 777, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":797
 *         return util.to_bytes(serializers, exclude)
 * 
 *     def from_bytes(self, bytes_data, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Load state from a binary string.
 * 
 */
  __pyx_tuple__65 = PyTuple_Pack(6, __pyx_n_s_self_2, __pyx_n_s_bytes_data, __pyx_n_s_exclude, __pyx_n_s_data, __pyx_n_s_deserializers, __pyx_n_s_msg); if (unlikely(!__pyx_tuple__65)) __PYX_ERR(0, 797, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__65);
  __Pyx_GIVEREF(__pyx_tuple__65);
  __pyx_codeobj__24 = (PyObject*)__Pyx_PyCode_New(2, 1, 6, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__65, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_from_bytes, 797, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__24)) __PYX_ERR(0, 797, __pyx_L1_error)

  /* "spacy/tokenizer.pyx":844
 * 
 * 
 * def _get_regex_pattern(regex):             # <<<<<<<<<<<<<<
 *     """Get a pattern string for a regex, or None if the pattern is None."""
 *     return None if regex is None else regex.__self__.pattern
 */
  __pyx_tuple__66 = PyTuple_Pack(1, __pyx_n_s_regex); if (unlikely(!__pyx_tuple__66)) __PYX_ERR(0, 844, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__66);
  __Pyx_GIVEREF(__pyx_tuple__66);
  __pyx_codeobj__25 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__66, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_tokenizer_pyx, __pyx_n_s_get_regex_pattern, 844, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__25)) __PYX_ERR(0, 844, __pyx_L1_error)

  /* "View.MemoryView":287
 *         return self.name
 * 
 * cdef generic = Enum("<strided and direct or indirect>")             # <<<<<<<<<<<<<<
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")
 */
  __pyx_tuple__67 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__67)) __PYX_ERR(4, 287, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__67);
  __Pyx_GIVEREF(__pyx_tuple__67);

  /* "View.MemoryView":288
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default             # <<<<<<<<<<<<<<
 * cdef indirect = Enum("<strided and indirect>")
 * 
 */
  __pyx_tuple__68 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__68)) __PYX_ERR(4, 288, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__68);
  __Pyx_GIVEREF(__pyx_tuple__68);

  /* "View.MemoryView":289
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__69 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__69)) __PYX_ERR(4, 289, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__69);
  __Pyx_GIVEREF(__pyx_tuple__69);

  /* "View.MemoryView":292
 * 
 * 
 * cdef contiguous = Enum("<contiguous and direct>")             # <<<<<<<<<<<<<<
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")
 * 
 */
  __pyx_tuple__70 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__70)) __PYX_ERR(4, 292, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__70);
  __Pyx_GIVEREF(__pyx_tuple__70);

  /* "View.MemoryView":293
 * 
 * cdef contiguous = Enum("<contiguous and direct>")
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__71 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__71)) __PYX_ERR(4, 293, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__71);
  __Pyx_GIVEREF(__pyx_tuple__71);

  /* "(tree fragment)":1
 * def __pyx_unpickle_Enum(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */
  __pyx_tuple__72 = PyTuple_Pack(5, __pyx_n_s_pyx_type, __pyx_n_s_pyx_checksum, __pyx_n_s_pyx_state, __pyx_n_s_pyx_PickleError, __pyx_n_s_pyx_result); if (unlikely(!__pyx_tuple__72)) __PYX_ERR(4, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__72);
  __Pyx_GIVEREF(__pyx_tuple__72);
  __pyx_codeobj__46 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__72, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_stringsource, __pyx_n_s_pyx_unpickle_Enum, 1, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__46)) __PYX_ERR(4, 1, __pyx_L1_error)
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) {
  __pyx_umethod_PyDict_Type_setdefault.type = (PyObject*)&PyDict_Type;
  if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
  __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_1000 = PyInt_FromLong(1000); if (unlikely(!__pyx_int_1000)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_112105877 = PyInt_FromLong(112105877L); if (unlikely(!__pyx_int_112105877)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_136983863 = PyInt_FromLong(136983863L); if (unlikely(!__pyx_int_136983863)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_184977713 = PyInt_FromLong(184977713L); if (unlikely(!__pyx_int_184977713)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) __PYX_ERR(0, 1, __pyx_L1_error)
  return 0;
  __pyx_L1_error:;
  return -1;
}

static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(void); /*proto*/

static int __Pyx_modinit_global_init_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_global_init_code", 0);
  /*--- Global init code ---*/
  generic = Py_None; Py_INCREF(Py_None);
  strided = Py_None; Py_INCREF(Py_None);
  indirect = Py_None; Py_INCREF(Py_None);
  contiguous = Py_None; Py_INCREF(Py_None);
  indirect_contiguous = Py_None; Py_INCREF(Py_None);
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_variable_export_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_export_code", 0);
  /*--- Variable export code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_function_export_code(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_modinit_function_export_code", 0);
  /*--- Function export code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_type_init_code(void) {
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_type_init_code", 0);
  /*--- Type init code ---*/
  __pyx_vtabptr_5spacy_9tokenizer_Tokenizer = &__pyx_vtable_5spacy_9tokenizer_Tokenizer;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._tokenize_affixes = (struct __pyx_obj_5spacy_6tokens_3doc_Doc *(*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, PyObject *, int))__pyx_f_5spacy_9tokenizer_9Tokenizer__tokenize_affixes;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._apply_special_cases = (int (*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *))__pyx_f_5spacy_9tokenizer_9Tokenizer__apply_special_cases;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._filter_special_spans = (void (*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &, int))__pyx_f_5spacy_9tokenizer_9Tokenizer__filter_special_spans;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._prepare_special_spans = (PyObject *(*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, std::vector<struct __pyx_t_5spacy_7structs_SpanC>  &))__pyx_f_5spacy_9tokenizer_9Tokenizer__prepare_special_spans;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._retokenize_special_spans = (int (*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, struct __pyx_t_5spacy_7structs_TokenC *, PyObject *))__pyx_f_5spacy_9tokenizer_9Tokenizer__retokenize_special_spans;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._try_specials_and_cache = (int (*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, __pyx_t_5spacy_8typedefs_hash_t, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, int *, int))__pyx_f_5spacy_9tokenizer_9Tokenizer__try_specials_and_cache;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._tokenize = (int (*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, PyObject *, __pyx_t_5spacy_8typedefs_hash_t, int *, int))__pyx_f_5spacy_9tokenizer_9Tokenizer__tokenize;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._split_affixes = (PyObject *(*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5cymem_5cymem_Pool *, PyObject *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, int *, int))__pyx_f_5spacy_9tokenizer_9Tokenizer__split_affixes;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._attach_tokens = (int (*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *, PyObject *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, std::vector<struct __pyx_t_5spacy_7structs_LexemeC *>  *, int *, int))__pyx_f_5spacy_9tokenizer_9Tokenizer__attach_tokens;
  __pyx_vtable_5spacy_9tokenizer_Tokenizer._save_cached = (int (*)(struct __pyx_obj_5spacy_9tokenizer_Tokenizer *, struct __pyx_t_5spacy_7structs_TokenC const *, __pyx_t_5spacy_8typedefs_hash_t, int *, int))__pyx_f_5spacy_9tokenizer_9Tokenizer__save_cached;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer_Tokenizer) < 0) __PYX_ERR(0, 29, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer_Tokenizer.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer_Tokenizer.tp_dictoffset && __pyx_type_5spacy_9tokenizer_Tokenizer.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer_Tokenizer.tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  #if CYTHON_UPDATE_DESCRIPTOR_DOC
  {
    PyObject *wrapper = PyObject_GetAttrString((PyObject *)&__pyx_type_5spacy_9tokenizer_Tokenizer, "__init__"); if (unlikely(!wrapper)) __PYX_ERR(0, 29, __pyx_L1_error)
    if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) {
      __pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer___init__ = *((PyWrapperDescrObject *)wrapper)->d_base;
      __pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer___init__.doc = __pyx_doc_5spacy_9tokenizer_9Tokenizer___init__;
      ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer___init__;
    }
  }
  #endif
  #if CYTHON_UPDATE_DESCRIPTOR_DOC
  {
    PyObject *wrapper = PyObject_GetAttrString((PyObject *)&__pyx_type_5spacy_9tokenizer_Tokenizer, "__call__"); if (unlikely(!wrapper)) __PYX_ERR(0, 29, __pyx_L1_error)
    if (Py_TYPE(wrapper) == &PyWrapperDescr_Type) {
      __pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer_4__call__ = *((PyWrapperDescrObject *)wrapper)->d_base;
      __pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer_4__call__.doc = __pyx_doc_5spacy_9tokenizer_9Tokenizer_4__call__;
      ((PyWrapperDescrObject *)wrapper)->d_base = &__pyx_wrapperbase_5spacy_9tokenizer_9Tokenizer_4__call__;
    }
  }
  #endif
  if (__Pyx_SetVtable(__pyx_type_5spacy_9tokenizer_Tokenizer.tp_dict, __pyx_vtabptr_5spacy_9tokenizer_Tokenizer) < 0) __PYX_ERR(0, 29, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_Tokenizer, (PyObject *)&__pyx_type_5spacy_9tokenizer_Tokenizer) < 0) __PYX_ERR(0, 29, __pyx_L1_error)
  __pyx_ptype_5spacy_9tokenizer_Tokenizer = &__pyx_type_5spacy_9tokenizer_Tokenizer;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer___pyx_scope_struct__pipe) < 0) __PYX_ERR(0, 207, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer___pyx_scope_struct__pipe.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer___pyx_scope_struct__pipe.tp_dictoffset && __pyx_type_5spacy_9tokenizer___pyx_scope_struct__pipe.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer___pyx_scope_struct__pipe.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  __pyx_ptype_5spacy_9tokenizer___pyx_scope_struct__pipe = &__pyx_type_5spacy_9tokenizer___pyx_scope_struct__pipe;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer___pyx_scope_struct_1_explain) < 0) __PYX_ERR(0, 625, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer___pyx_scope_struct_1_explain.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer___pyx_scope_struct_1_explain.tp_dictoffset && __pyx_type_5spacy_9tokenizer___pyx_scope_struct_1_explain.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer___pyx_scope_struct_1_explain.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  __pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_1_explain = &__pyx_type_5spacy_9tokenizer___pyx_scope_struct_1_explain;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer___pyx_scope_struct_2_genexpr) < 0) __PYX_ERR(0, 659, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer___pyx_scope_struct_2_genexpr.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer___pyx_scope_struct_2_genexpr.tp_dictoffset && __pyx_type_5spacy_9tokenizer___pyx_scope_struct_2_genexpr.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer___pyx_scope_struct_2_genexpr.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  __pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_2_genexpr = &__pyx_type_5spacy_9tokenizer___pyx_scope_struct_2_genexpr;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer___pyx_scope_struct_3_genexpr) < 0) __PYX_ERR(0, 668, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer___pyx_scope_struct_3_genexpr.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer___pyx_scope_struct_3_genexpr.tp_dictoffset && __pyx_type_5spacy_9tokenizer___pyx_scope_struct_3_genexpr.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer___pyx_scope_struct_3_genexpr.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  __pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_3_genexpr = &__pyx_type_5spacy_9tokenizer___pyx_scope_struct_3_genexpr;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer___pyx_scope_struct_4_genexpr) < 0) __PYX_ERR(0, 696, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer___pyx_scope_struct_4_genexpr.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer___pyx_scope_struct_4_genexpr.tp_dictoffset && __pyx_type_5spacy_9tokenizer___pyx_scope_struct_4_genexpr.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer___pyx_scope_struct_4_genexpr.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  __pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_4_genexpr = &__pyx_type_5spacy_9tokenizer___pyx_scope_struct_4_genexpr;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes) < 0) __PYX_ERR(0, 777, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes.tp_dictoffset && __pyx_type_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  __pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes = &__pyx_type_5spacy_9tokenizer___pyx_scope_struct_5_to_bytes;
  if (PyType_Ready(&__pyx_type_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes) < 0) __PYX_ERR(0, 797, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes.tp_dictoffset && __pyx_type_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
  }
  __pyx_ptype_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes = &__pyx_type_5spacy_9tokenizer___pyx_scope_struct_6_from_bytes;
  __pyx_vtabptr_array = &__pyx_vtable_array;
  __pyx_vtable_array.get_memview = (PyObject *(*)(struct __pyx_array_obj *))__pyx_array_get_memview;
  if (PyType_Ready(&__pyx_type___pyx_array) < 0) __PYX_ERR(4, 106, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type___pyx_array.tp_print = 0;
  #endif
  if (__Pyx_SetVtable(__pyx_type___pyx_array.tp_dict, __pyx_vtabptr_array) < 0) __PYX_ERR(4, 106, __pyx_L1_error)
  if (__Pyx_setup_reduce((PyObject*)&__pyx_type___pyx_array) < 0) __PYX_ERR(4, 106, __pyx_L1_error)
  __pyx_array_type = &__pyx_type___pyx_array;
  if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) __PYX_ERR(4, 280, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type___pyx_MemviewEnum.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type___pyx_MemviewEnum.tp_dictoffset && __pyx_type___pyx_MemviewEnum.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type___pyx_MemviewEnum.tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  if (__Pyx_setup_reduce((PyObject*)&__pyx_type___pyx_MemviewEnum) < 0) __PYX_ERR(4, 280, __pyx_L1_error)
  __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum;
  __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview;
  __pyx_vtable_memoryview.get_item_pointer = (char *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_get_item_pointer;
  __pyx_vtable_memoryview.is_slice = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_is_slice;
  __pyx_vtable_memoryview.setitem_slice_assignment = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_slice_assignment;
  __pyx_vtable_memoryview.setitem_slice_assign_scalar = (PyObject *(*)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_setitem_slice_assign_scalar;
  __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed;
  __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object;
  __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object;
  if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) __PYX_ERR(4, 331, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type___pyx_memoryview.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type___pyx_memoryview.tp_dictoffset && __pyx_type___pyx_memoryview.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type___pyx_memoryview.tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) __PYX_ERR(4, 331, __pyx_L1_error)
  if (__Pyx_setup_reduce((PyObject*)&__pyx_type___pyx_memoryview) < 0) __PYX_ERR(4, 331, __pyx_L1_error)
  __pyx_memoryview_type = &__pyx_type___pyx_memoryview;
  __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice;
  __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview;
  __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object;
  __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object;
  __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type;
  if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) __PYX_ERR(4, 967, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type___pyx_memoryviewslice.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type___pyx_memoryviewslice.tp_dictoffset && __pyx_type___pyx_memoryviewslice.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type___pyx_memoryviewslice.tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) __PYX_ERR(4, 967, __pyx_L1_error)
  if (__Pyx_setup_reduce((PyObject*)&__pyx_type___pyx_memoryviewslice) < 0) __PYX_ERR(4, 967, __pyx_L1_error)
  __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice;
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_type_import_code(void) {
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0);
  /*--- Type import code ---*/
  __pyx_t_1 = PyImport_ImportModule("cymem.cymem"); if (unlikely(!__pyx_t_1)) __PYX_ERR(5, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5cymem_5cymem_PyMalloc = __Pyx_ImportType(__pyx_t_1, "cymem.cymem", "PyMalloc", sizeof(struct __pyx_obj_5cymem_5cymem_PyMalloc), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5cymem_5cymem_PyMalloc) __PYX_ERR(5, 4, __pyx_L1_error)
  __pyx_vtabptr_5cymem_5cymem_PyMalloc = (struct __pyx_vtabstruct_5cymem_5cymem_PyMalloc*)__Pyx_GetVtable(__pyx_ptype_5cymem_5cymem_PyMalloc->tp_dict); if (unlikely(!__pyx_vtabptr_5cymem_5cymem_PyMalloc)) __PYX_ERR(5, 4, __pyx_L1_error)
  __pyx_ptype_5cymem_5cymem_PyFree = __Pyx_ImportType(__pyx_t_1, "cymem.cymem", "PyFree", sizeof(struct __pyx_obj_5cymem_5cymem_PyFree), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5cymem_5cymem_PyFree) __PYX_ERR(5, 10, __pyx_L1_error)
  __pyx_vtabptr_5cymem_5cymem_PyFree = (struct __pyx_vtabstruct_5cymem_5cymem_PyFree*)__Pyx_GetVtable(__pyx_ptype_5cymem_5cymem_PyFree->tp_dict); if (unlikely(!__pyx_vtabptr_5cymem_5cymem_PyFree)) __PYX_ERR(5, 10, __pyx_L1_error)
  __pyx_ptype_5cymem_5cymem_Pool = __Pyx_ImportType(__pyx_t_1, "cymem.cymem", "Pool", sizeof(struct __pyx_obj_5cymem_5cymem_Pool), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5cymem_5cymem_Pool) __PYX_ERR(5, 16, __pyx_L1_error)
  __pyx_vtabptr_5cymem_5cymem_Pool = (struct __pyx_vtabstruct_5cymem_5cymem_Pool*)__Pyx_GetVtable(__pyx_ptype_5cymem_5cymem_Pool->tp_dict); if (unlikely(!__pyx_vtabptr_5cymem_5cymem_Pool)) __PYX_ERR(5, 16, __pyx_L1_error)
  __pyx_ptype_5cymem_5cymem_Address = __Pyx_ImportType(__pyx_t_1, "cymem.cymem", "Address", sizeof(struct __pyx_obj_5cymem_5cymem_Address), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5cymem_5cymem_Address) __PYX_ERR(5, 28, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("preshed.maps"); if (unlikely(!__pyx_t_1)) __PYX_ERR(6, 45, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_7preshed_4maps_PreshMap = __Pyx_ImportType(__pyx_t_1, "preshed.maps", "PreshMap", sizeof(struct __pyx_obj_7preshed_4maps_PreshMap), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_7preshed_4maps_PreshMap) __PYX_ERR(6, 45, __pyx_L1_error)
  __pyx_vtabptr_7preshed_4maps_PreshMap = (struct __pyx_vtabstruct_7preshed_4maps_PreshMap*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMap->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMap)) __PYX_ERR(6, 45, __pyx_L1_error)
  __pyx_ptype_7preshed_4maps_PreshMapArray = __Pyx_ImportType(__pyx_t_1, "preshed.maps", "PreshMapArray", sizeof(struct __pyx_obj_7preshed_4maps_PreshMapArray), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_7preshed_4maps_PreshMapArray) __PYX_ERR(6, 53, __pyx_L1_error)
  __pyx_vtabptr_7preshed_4maps_PreshMapArray = (struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMapArray->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMapArray)) __PYX_ERR(6, 53, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.strings"); if (unlikely(!__pyx_t_1)) __PYX_ERR(7, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5spacy_7strings_StringStore = __Pyx_ImportType(__pyx_t_1, "spacy.strings", "StringStore", sizeof(struct __pyx_obj_5spacy_7strings_StringStore), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5spacy_7strings_StringStore) __PYX_ERR(7, 22, __pyx_L1_error)
  __pyx_vtabptr_5spacy_7strings_StringStore = (struct __pyx_vtabstruct_5spacy_7strings_StringStore*)__Pyx_GetVtable(__pyx_ptype_5spacy_7strings_StringStore->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_7strings_StringStore)) __PYX_ERR(7, 22, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_t_1)) __PYX_ERR(8, 9, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__pyx_t_1, __Pyx_BUILTIN_MODULE_NAME, "type", 
  #if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000
  sizeof(PyTypeObject),
  #else
  sizeof(PyHeapTypeObject),
  #endif
  __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_7cpython_4type_type) __PYX_ERR(8, 9, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("numpy"); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 200, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5numpy_dtype = __Pyx_ImportType(__pyx_t_1, "numpy", "dtype", sizeof(PyArray_Descr), __Pyx_ImportType_CheckSize_Ignore);
   if (!__pyx_ptype_5numpy_dtype) __PYX_ERR(2, 200, __pyx_L1_error)
  __pyx_ptype_5numpy_flatiter = __Pyx_ImportType(__pyx_t_1, "numpy", "flatiter", sizeof(PyArrayIterObject), __Pyx_ImportType_CheckSize_Ignore);
   if (!__pyx_ptype_5numpy_flatiter) __PYX_ERR(2, 223, __pyx_L1_error)
  __pyx_ptype_5numpy_broadcast = __Pyx_ImportType(__pyx_t_1, "numpy", "broadcast", sizeof(PyArrayMultiIterObject), __Pyx_ImportType_CheckSize_Ignore);
   if (!__pyx_ptype_5numpy_broadcast) __PYX_ERR(2, 227, __pyx_L1_error)
  __pyx_ptype_5numpy_ndarray = __Pyx_ImportType(__pyx_t_1, "numpy", "ndarray", sizeof(PyArrayObject), __Pyx_ImportType_CheckSize_Ignore);
   if (!__pyx_ptype_5numpy_ndarray) __PYX_ERR(2, 239, __pyx_L1_error)
  __pyx_ptype_5numpy_generic = __Pyx_ImportType(__pyx_t_1, "numpy", "generic", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_generic) __PYX_ERR(2, 771, __pyx_L1_error)
  __pyx_ptype_5numpy_number = __Pyx_ImportType(__pyx_t_1, "numpy", "number", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_number) __PYX_ERR(2, 773, __pyx_L1_error)
  __pyx_ptype_5numpy_integer = __Pyx_ImportType(__pyx_t_1, "numpy", "integer", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_integer) __PYX_ERR(2, 775, __pyx_L1_error)
  __pyx_ptype_5numpy_signedinteger = __Pyx_ImportType(__pyx_t_1, "numpy", "signedinteger", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_signedinteger) __PYX_ERR(2, 777, __pyx_L1_error)
  __pyx_ptype_5numpy_unsignedinteger = __Pyx_ImportType(__pyx_t_1, "numpy", "unsignedinteger", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_unsignedinteger) __PYX_ERR(2, 779, __pyx_L1_error)
  __pyx_ptype_5numpy_inexact = __Pyx_ImportType(__pyx_t_1, "numpy", "inexact", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_inexact) __PYX_ERR(2, 781, __pyx_L1_error)
  __pyx_ptype_5numpy_floating = __Pyx_ImportType(__pyx_t_1, "numpy", "floating", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_floating) __PYX_ERR(2, 783, __pyx_L1_error)
  __pyx_ptype_5numpy_complexfloating = __Pyx_ImportType(__pyx_t_1, "numpy", "complexfloating", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_complexfloating) __PYX_ERR(2, 785, __pyx_L1_error)
  __pyx_ptype_5numpy_flexible = __Pyx_ImportType(__pyx_t_1, "numpy", "flexible", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_flexible) __PYX_ERR(2, 787, __pyx_L1_error)
  __pyx_ptype_5numpy_character = __Pyx_ImportType(__pyx_t_1, "numpy", "character", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5numpy_character) __PYX_ERR(2, 789, __pyx_L1_error)
  __pyx_ptype_5numpy_ufunc = __Pyx_ImportType(__pyx_t_1, "numpy", "ufunc", sizeof(PyUFuncObject), __Pyx_ImportType_CheckSize_Ignore);
   if (!__pyx_ptype_5numpy_ufunc) __PYX_ERR(2, 827, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.morphology"); if (unlikely(!__pyx_t_1)) __PYX_ERR(9, 11, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5spacy_10morphology_Morphology = __Pyx_ImportType(__pyx_t_1, "spacy.morphology", "Morphology", sizeof(struct __pyx_obj_5spacy_10morphology_Morphology), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5spacy_10morphology_Morphology) __PYX_ERR(9, 11, __pyx_L1_error)
  __pyx_vtabptr_5spacy_10morphology_Morphology = (struct __pyx_vtabstruct_5spacy_10morphology_Morphology*)__Pyx_GetVtable(__pyx_ptype_5spacy_10morphology_Morphology->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10morphology_Morphology)) __PYX_ERR(9, 11, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.vocab"); if (unlikely(!__pyx_t_1)) __PYX_ERR(10, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5spacy_5vocab_Vocab = __Pyx_ImportType(__pyx_t_1, "spacy.vocab", "Vocab", sizeof(struct __pyx_obj_5spacy_5vocab_Vocab), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5spacy_5vocab_Vocab) __PYX_ERR(10, 26, __pyx_L1_error)
  __pyx_vtabptr_5spacy_5vocab_Vocab = (struct __pyx_vtabstruct_5spacy_5vocab_Vocab*)__Pyx_GetVtable(__pyx_ptype_5spacy_5vocab_Vocab->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_5vocab_Vocab)) __PYX_ERR(10, 26, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.tokens.doc"); if (unlikely(!__pyx_t_1)) __PYX_ERR(11, 37, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5spacy_6tokens_3doc_Doc = __Pyx_ImportType(__pyx_t_1, "spacy.tokens.doc", "Doc", sizeof(struct __pyx_obj_5spacy_6tokens_3doc_Doc), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5spacy_6tokens_3doc_Doc) __PYX_ERR(11, 37, __pyx_L1_error)
  __pyx_vtabptr_5spacy_6tokens_3doc_Doc = (struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc*)__Pyx_GetVtable(__pyx_ptype_5spacy_6tokens_3doc_Doc->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6tokens_3doc_Doc)) __PYX_ERR(11, 37, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.matcher.phrasematcher"); if (unlikely(!__pyx_t_1)) __PYX_ERR(12, 11, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5spacy_7matcher_13phrasematcher_PhraseMatcher = __Pyx_ImportType(__pyx_t_1, "spacy.matcher.phrasematcher", "PhraseMatcher", sizeof(struct __pyx_obj_5spacy_7matcher_13phrasematcher_PhraseMatcher), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5spacy_7matcher_13phrasematcher_PhraseMatcher) __PYX_ERR(12, 11, __pyx_L1_error)
  __pyx_vtabptr_5spacy_7matcher_13phrasematcher_PhraseMatcher = (struct __pyx_vtabstruct_5spacy_7matcher_13phrasematcher_PhraseMatcher*)__Pyx_GetVtable(__pyx_ptype_5spacy_7matcher_13phrasematcher_PhraseMatcher->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_7matcher_13phrasematcher_PhraseMatcher)) __PYX_ERR(12, 11, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.lexeme"); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 15, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5spacy_6lexeme_Lexeme = __Pyx_ImportType(__pyx_t_1, "spacy.lexeme", "Lexeme", sizeof(struct __pyx_obj_5spacy_6lexeme_Lexeme), __Pyx_ImportType_CheckSize_Warn);
   if (!__pyx_ptype_5spacy_6lexeme_Lexeme) __PYX_ERR(3, 15, __pyx_L1_error)
  __pyx_vtabptr_5spacy_6lexeme_Lexeme = (struct __pyx_vtabstruct_5spacy_6lexeme_Lexeme*)__Pyx_GetVtable(__pyx_ptype_5spacy_6lexeme_Lexeme->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6lexeme_Lexeme)) __PYX_ERR(3, 15, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_variable_import_code(void) {
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_import_code", 0);
  /*--- Variable import code ---*/
  __pyx_t_1 = PyImport_ImportModule("spacy.vocab"); if (!__pyx_t_1) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_ImportVoidPtr(__pyx_t_1, "EMPTY_LEXEME", (void **)&__pyx_vp_5spacy_5vocab_EMPTY_LEXEME, "struct __pyx_t_5spacy_7structs_LexemeC") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.lexeme"); if (!__pyx_t_1) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_ImportVoidPtr(__pyx_t_1, "EMPTY_LEXEME", (void **)&__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME, "struct __pyx_t_5spacy_7structs_LexemeC") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  if (__Pyx_ImportVoidPtr(__pyx_t_1, "OOV_RANK", (void **)&__pyx_vp_5spacy_6lexeme_OOV_RANK, "__pyx_t_5spacy_8typedefs_attr_t") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_function_import_code(void) {
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_function_import_code", 0);
  /*--- Function import code ---*/
  __pyx_t_1 = PyImport_ImportModule("murmurhash.mrmr"); if (!__pyx_t_1) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_ImportFunction(__pyx_t_1, "hash64", (void (**)(void))&__pyx_f_10murmurhash_4mrmr_hash64, "uint64_t (void *, int, uint64_t)") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("spacy.strings"); if (!__pyx_t_1) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (__Pyx_ImportFunction(__pyx_t_1, "hash_string", (void (**)(void))&__pyx_f_5spacy_7strings_hash_string, "__pyx_t_5spacy_8typedefs_hash_t (PyObject *, int __pyx_skip_dispatch)") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_RefNannyFinishContext();
  return -1;
}


#ifndef CYTHON_NO_PYINIT_EXPORT
#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC
#elif PY_MAJOR_VERSION < 3
#ifdef __cplusplus
#define __Pyx_PyMODINIT_FUNC extern "C" void
#else
#define __Pyx_PyMODINIT_FUNC void
#endif
#else
#ifdef __cplusplus
#define __Pyx_PyMODINIT_FUNC extern "C" PyObject *
#else
#define __Pyx_PyMODINIT_FUNC PyObject *
#endif
#endif


#if PY_MAJOR_VERSION < 3
__Pyx_PyMODINIT_FUNC inittokenizer(void) CYTHON_SMALL_CODE; /*proto*/
__Pyx_PyMODINIT_FUNC inittokenizer(void)
#else
__Pyx_PyMODINIT_FUNC PyInit_tokenizer(void) CYTHON_SMALL_CODE; /*proto*/
__Pyx_PyMODINIT_FUNC PyInit_tokenizer(void)
#if CYTHON_PEP489_MULTI_PHASE_INIT
{
  return PyModuleDef_Init(&__pyx_moduledef);
}
static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) {
    #if PY_VERSION_HEX >= 0x030700A1
    static PY_INT64_T main_interpreter_id = -1;
    PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp);
    if (main_interpreter_id == -1) {
        main_interpreter_id = current_id;
        return (unlikely(current_id == -1)) ? -1 : 0;
    } else if (unlikely(main_interpreter_id != current_id))
    #else
    static PyInterpreterState *main_interpreter = NULL;
    PyInterpreterState *current_interpreter = PyThreadState_Get()->interp;
    if (!main_interpreter) {
        main_interpreter = current_interpreter;
    } else if (unlikely(main_interpreter != current_interpreter))
    #endif
    {
        PyErr_SetString(
            PyExc_ImportError,
            "Interpreter change detected - this module can only be loaded into one interpreter per process.");
        return -1;
    }
    return 0;
}
static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, PyObject *moddict, const char* from_name, const char* to_name, int allow_none) {
    PyObject *value = PyObject_GetAttrString(spec, from_name);
    int result = 0;
    if (likely(value)) {
        if (allow_none || value != Py_None) {
            result = PyDict_SetItemString(moddict, to_name, value);
        }
        Py_DECREF(value);
    } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Clear();
    } else {
        result = -1;
    }
    return result;
}
static CYTHON_SMALL_CODE PyObject* __pyx_pymod_create(PyObject *spec, CYTHON_UNUSED PyModuleDef *def) {
    PyObject *module = NULL, *moddict, *modname;
    if (__Pyx_check_single_interpreter())
        return NULL;
    if (__pyx_m)
        return __Pyx_NewRef(__pyx_m);
    modname = PyObject_GetAttrString(spec, "name");
    if (unlikely(!modname)) goto bad;
    module = PyModule_NewObject(modname);
    Py_DECREF(modname);
    if (unlikely(!module)) goto bad;
    moddict = PyModule_GetDict(module);
    if (unlikely(!moddict)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "loader", "__loader__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "origin", "__file__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "parent", "__package__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "submodule_search_locations", "__path__", 0) < 0)) goto bad;
    return module;
bad:
    Py_XDECREF(module);
    return NULL;
}


static CYTHON_SMALL_CODE int __pyx_pymod_exec_tokenizer(PyObject *__pyx_pyinit_module)
#endif
#endif
{
  __Pyx_TraceDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  static PyThread_type_lock __pyx_t_3[8];
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  if (__pyx_m) {
    if (__pyx_m == __pyx_pyinit_module) return 0;
    PyErr_SetString(PyExc_RuntimeError, "Module 'tokenizer' has already been imported. Re-initialisation is not supported.");
    return -1;
  }
  #elif PY_MAJOR_VERSION >= 3
  if (__pyx_m) return __Pyx_NewRef(__pyx_m);
  #endif
  #if CYTHON_REFNANNY
__Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
if (!__Pyx_RefNanny) {
  PyErr_Clear();
  __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
  if (!__Pyx_RefNanny)
      Py_FatalError("failed to import 'refnanny' module");
}
#endif
  __Pyx_RefNannySetupContext("__Pyx_PyMODINIT_FUNC PyInit_tokenizer(void)", 0);
  if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #ifdef __Pxy_PyFrame_Initialize_Offsets
  __Pxy_PyFrame_Initialize_Offsets();
  #endif
  __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error)
  #ifdef __Pyx_CyFunction_USED
  if (__pyx_CyFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_FusedFunction_USED
  if (__pyx_FusedFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_Coroutine_USED
  if (__pyx_Coroutine_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_Generator_USED
  if (__pyx_Generator_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_AsyncGen_USED
  if (__pyx_AsyncGen_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_StopAsyncIteration_USED
  if (__pyx_StopAsyncIteration_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  /*--- Library function declarations ---*/
  /*--- Threads initialization code ---*/
  #if defined(WITH_THREAD) && PY_VERSION_HEX < 0x030700F0 && defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
  PyEval_InitThreads();
  #endif
  /*--- Module creation code ---*/
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  __pyx_m = __pyx_pyinit_module;
  Py_INCREF(__pyx_m);
  #else
  #if PY_MAJOR_VERSION < 3
  __pyx_m = Py_InitModule4("tokenizer", __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
  #else
  __pyx_m = PyModule_Create(&__pyx_moduledef);
  #endif
  if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error)
  Py_INCREF(__pyx_d);
  __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error)
  Py_INCREF(__pyx_b);
  __pyx_cython_runtime = PyImport_AddModule((char *) "cython_runtime"); if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error)
  Py_INCREF(__pyx_cython_runtime);
  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
  /*--- Initialize various global constants etc. ---*/
  if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
  if (__Pyx_init_sys_getdefaultencoding_params() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  if (__pyx_module_is_main_spacy__tokenizer) {
    if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name_2, __pyx_n_s_main) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  }
  #if PY_MAJOR_VERSION >= 3
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error)
    if (!PyDict_GetItemString(modules, "spacy.tokenizer")) {
      if (unlikely(PyDict_SetItemString(modules, "spacy.tokenizer", __pyx_m) < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
    }
  }
  #endif
  /*--- Builtin init code ---*/
  if (__Pyx_InitCachedBuiltins() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Constants init code ---*/
  if (__Pyx_InitCachedConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Global type/function init code ---*/
  (void)__Pyx_modinit_global_init_code();
  (void)__Pyx_modinit_variable_export_code();
  (void)__Pyx_modinit_function_export_code();
  if (unlikely(__Pyx_modinit_type_init_code() < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (unlikely(__Pyx_modinit_type_import_code() < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (unlikely(__Pyx_modinit_variable_import_code() < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (unlikely(__Pyx_modinit_function_import_code() < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Execution code ---*/
  #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
  if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  __Pyx_TraceCall("__Pyx_PyMODINIT_FUNC PyInit_tokenizer(void)", __pyx_f[0], 1, 0, __PYX_ERR(0, 1, __pyx_L1_error));

  /* "spacy/tokenizer.pyx":10
 * cimport cython
 * 
 * import re             # <<<<<<<<<<<<<<
 * import warnings
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_re, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 10, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_re, __pyx_t_1) < 0) __PYX_ERR(0, 10, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":11
 * 
 * import re
 * import warnings             # <<<<<<<<<<<<<<
 * 
 * from .tokens.doc cimport Doc
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_warnings, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 11, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_warnings, __pyx_t_1) < 0) __PYX_ERR(0, 11, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":17
 * from .lexeme cimport EMPTY_LEXEME
 * 
 * from .attrs import intify_attrs             # <<<<<<<<<<<<<<
 * from .symbols import ORTH, NORM
 * from .errors import Errors, Warnings
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 17, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_intify_attrs);
  __Pyx_GIVEREF(__pyx_n_s_intify_attrs);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_intify_attrs);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_attrs, __pyx_t_1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 17, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_intify_attrs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 17, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_intify_attrs, __pyx_t_1) < 0) __PYX_ERR(0, 17, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":18
 * 
 * from .attrs import intify_attrs
 * from .symbols import ORTH, NORM             # <<<<<<<<<<<<<<
 * from .errors import Errors, Warnings
 * from . import util
 */
  __pyx_t_2 = PyList_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_ORTH);
  __Pyx_GIVEREF(__pyx_n_s_ORTH);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_ORTH);
  __Pyx_INCREF(__pyx_n_s_NORM);
  __Pyx_GIVEREF(__pyx_n_s_NORM);
  PyList_SET_ITEM(__pyx_t_2, 1, __pyx_n_s_NORM);
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_symbols, __pyx_t_2, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_1, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ORTH, __pyx_t_2) < 0) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_1, __pyx_n_s_NORM); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_NORM, __pyx_t_2) < 0) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":19
 * from .attrs import intify_attrs
 * from .symbols import ORTH, NORM
 * from .errors import Errors, Warnings             # <<<<<<<<<<<<<<
 * from . import util
 * from .util import registry, get_words_and_spaces
 */
  __pyx_t_1 = PyList_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_Errors);
  __Pyx_GIVEREF(__pyx_n_s_Errors);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_Errors);
  __Pyx_INCREF(__pyx_n_s_Warnings);
  __Pyx_GIVEREF(__pyx_n_s_Warnings);
  PyList_SET_ITEM(__pyx_t_1, 1, __pyx_n_s_Warnings);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_errors, __pyx_t_1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Errors); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Errors, __pyx_t_1) < 0) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Warnings); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Warnings, __pyx_t_1) < 0) __PYX_ERR(0, 19, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":20
 * from .symbols import ORTH, NORM
 * from .errors import Errors, Warnings
 * from . import util             # <<<<<<<<<<<<<<
 * from .util import registry, get_words_and_spaces
 * from .attrs import intify_attrs
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_util);
  __Pyx_GIVEREF(__pyx_n_s_util);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_util);
  __pyx_t_1 = __Pyx_Import(__pyx_kp_s__12, __pyx_t_2, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_1, __pyx_n_s_util); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_util, __pyx_t_2) < 0) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":21
 * from .errors import Errors, Warnings
 * from . import util
 * from .util import registry, get_words_and_spaces             # <<<<<<<<<<<<<<
 * from .attrs import intify_attrs
 * from .symbols import ORTH
 */
  __pyx_t_1 = PyList_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_registry);
  __Pyx_GIVEREF(__pyx_n_s_registry);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_registry);
  __Pyx_INCREF(__pyx_n_s_get_words_and_spaces);
  __Pyx_GIVEREF(__pyx_n_s_get_words_and_spaces);
  PyList_SET_ITEM(__pyx_t_1, 1, __pyx_n_s_get_words_and_spaces);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_util, __pyx_t_1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_registry); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_registry, __pyx_t_1) < 0) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_get_words_and_spaces); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_get_words_and_spaces, __pyx_t_1) < 0) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":22
 * from . import util
 * from .util import registry, get_words_and_spaces
 * from .attrs import intify_attrs             # <<<<<<<<<<<<<<
 * from .symbols import ORTH
 * from .scorer import Scorer
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_intify_attrs);
  __Pyx_GIVEREF(__pyx_n_s_intify_attrs);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_intify_attrs);
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_attrs, __pyx_t_2, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_1, __pyx_n_s_intify_attrs); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_intify_attrs, __pyx_t_2) < 0) __PYX_ERR(0, 22, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":23
 * from .util import registry, get_words_and_spaces
 * from .attrs import intify_attrs
 * from .symbols import ORTH             # <<<<<<<<<<<<<<
 * from .scorer import Scorer
 * from .training import validate_examples
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 23, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_ORTH);
  __Pyx_GIVEREF(__pyx_n_s_ORTH);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_ORTH);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_symbols, __pyx_t_1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 23, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_ORTH); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 23, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ORTH, __pyx_t_1) < 0) __PYX_ERR(0, 23, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":24
 * from .attrs import intify_attrs
 * from .symbols import ORTH
 * from .scorer import Scorer             # <<<<<<<<<<<<<<
 * from .training import validate_examples
 * from .tokens import Span
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 24, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_Scorer);
  __Pyx_GIVEREF(__pyx_n_s_Scorer);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_Scorer);
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_scorer, __pyx_t_2, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_1, __pyx_n_s_Scorer); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 24, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Scorer, __pyx_t_2) < 0) __PYX_ERR(0, 24, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":25
 * from .symbols import ORTH
 * from .scorer import Scorer
 * from .training import validate_examples             # <<<<<<<<<<<<<<
 * from .tokens import Span
 * 
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_validate_examples);
  __Pyx_GIVEREF(__pyx_n_s_validate_examples);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_validate_examples);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_training, __pyx_t_1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 25, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_validate_examples); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_validate_examples, __pyx_t_1) < 0) __PYX_ERR(0, 25, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/tokenizer.pyx":26
 * from .scorer import Scorer
 * from .training import validate_examples
 * from .tokens import Span             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_Span);
  __Pyx_GIVEREF(__pyx_n_s_Span);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_Span);
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_tokens, __pyx_t_2, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_1, __pyx_n_s_Span); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Span, __pyx_t_2) < 0) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":137
 *             self._reload_special_cases()
 * 
 *     def __reduce__(self):             # <<<<<<<<<<<<<<
 *         args = (self.vocab,
 *                 self.rules,
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_3__reduce__, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer___reduce, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj_)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 137, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_reduce, __pyx_t_1) < 0) __PYX_ERR(0, 137, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":207
 *         return doc
 * 
 *     def pipe(self, texts, batch_size=1000):             # <<<<<<<<<<<<<<
 *         """Tokenize a stream of texts.
 * 
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_7pipe, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_pipe, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__3)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 207, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_pipe, __pyx_t_1) < 0) __PYX_ERR(0, 207, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":220
 *             yield self(text)
 * 
 *     def _flush_cache(self):             # <<<<<<<<<<<<<<
 *         self._reset_cache([key for key in self._cache])
 * 
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_10_flush_cache, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer__flush_cache, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__4)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 220, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_flush_cache, __pyx_t_1) < 0) __PYX_ERR(0, 220, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":223
 *         self._reset_cache([key for key in self._cache])
 * 
 *     def _reset_cache(self, keys):             # <<<<<<<<<<<<<<
 *         for k in keys:
 *             cached = <_Cached*>self._cache.get(k)
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_12_reset_cache, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer__reset_cache, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__5)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 223, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_reset_cache, __pyx_t_1) < 0) __PYX_ERR(0, 223, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":230
 *                 self.mem.free(cached)
 * 
 *     def _flush_specials(self):             # <<<<<<<<<<<<<<
 *         self._special_matcher = PhraseMatcher(self.vocab)
 *         for k in self._specials:
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_14_flush_specials, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer__flush_specials, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__6)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 230, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_flush_specials, __pyx_t_1) < 0) __PYX_ERR(0, 230, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":528
 *         self._cache.set(key, cached)
 * 
 *     def find_infix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find internal split points of the string, such as hyphens.
 * 
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_16find_infix, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_find_infix, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__7)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_find_infix, __pyx_t_1) < 0) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":542
 *         return list(self.infix_finditer(string))
 * 
 *     def find_prefix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a prefix that should be segmented from the
 *         string, or None if no prefix rules match.
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_18find_prefix, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_find_prefix, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__8)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 542, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_find_prefix, __pyx_t_1) < 0) __PYX_ERR(0, 542, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":556
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def find_suffix(self, str string):             # <<<<<<<<<<<<<<
 *         """Find the length of a suffix that should be segmented from the
 *         string, or None if no suffix rules match.
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_20find_suffix, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_find_suffix, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__9)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 556, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_find_suffix, __pyx_t_1) < 0) __PYX_ERR(0, 556, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":570
 *         return (match.end() - match.start()) if match is not None else 0
 * 
 *     def _load_special_cases(self, special_cases):             # <<<<<<<<<<<<<<
 *         """Add special-case tokenization rules."""
 *         if special_cases is not None:
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_22_load_special_cases, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer__load_special_cases, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__10)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 570, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_load_special_cases, __pyx_t_1) < 0) __PYX_ERR(0, 570, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":576
 *                 self.add_special_case(chunk, substrings)
 * 
 *     def _validate_special_case(self, chunk, substrings):             # <<<<<<<<<<<<<<
 *         """Check whether the `ORTH` fields match the string. Check that
 *         additional features beyond `ORTH` and `NORM` are not set by the
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_24_validate_special_case, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer__validate_special_case, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__11)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 576, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_validate_special_case, __pyx_t_1) < 0) __PYX_ERR(0, 576, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":594
 *                     raise ValueError(Errors.E1005.format(attr=self.vocab.strings[attr], chunk=chunk))
 * 
 *     def add_special_case(self, str string, substrings):             # <<<<<<<<<<<<<<
 *         """Add a special-case tokenization rule.
 * 
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_26add_special_case, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_add_special_case, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__13)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 594, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_add_special_case, __pyx_t_1) < 0) __PYX_ERR(0, 594, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":620
 *             self._special_matcher.add(string, None, self._tokenize_affixes(string, False))
 * 
 *     def _reload_special_cases(self):             # <<<<<<<<<<<<<<
 *         self._flush_cache()
 *         self._flush_specials()
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_28_reload_special_cases, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer__reload_special_cases, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__14)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 620, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_reload_special_cases, __pyx_t_1) < 0) __PYX_ERR(0, 620, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":625
 *         self._load_special_cases(self._rules)
 * 
 *     def explain(self, text):             # <<<<<<<<<<<<<<
 *         """A debugging tokenizer that provides information about which
 *         tokenizer rule or pattern was matched for each token. The tokens
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_30explain, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_explain, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__15)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 625, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_explain, __pyx_t_1) < 0) __PYX_ERR(0, 625, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":744
 *         return final_tokens
 * 
 *     def score(self, examples, **kwargs):             # <<<<<<<<<<<<<<
 *         validate_examples(examples, "Tokenizer.score")
 *         return Scorer.score_tokenization(examples)
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_32score, __Pyx_CYFUNCTION_CCLASS, __pyx_kp_s_Tokenizer_score, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__16)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 744, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_score, __pyx_t_1) < 0) __PYX_ERR(0, 744, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":748
 *         return Scorer.score_tokenization(examples)
 * 
 *     def to_disk(self, path, **kwargs):             # <<<<<<<<<<<<<<
 *         """Save the current state to a directory.
 * 
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_34to_disk, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_to_disk, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__17)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 748, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_to_disk, __pyx_t_1) < 0) __PYX_ERR(0, 748, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":761
 *             file_.write(self.to_bytes(**kwargs))
 * 
 *     def from_disk(self, path, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Loads state from a directory. Modifies the object in place and
 *         returns it.
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)(&PyTuple_Type))); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 761, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_k__19 = __pyx_t_1;
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_36from_disk, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_from_disk, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__20)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 761, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_from_disk, __pyx_t_1) < 0) __PYX_ERR(0, 761, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":777
 *         return self
 * 
 *     def to_bytes(self, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Serialize the current state to a binary string.
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)(&PyTuple_Type))); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 777, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_k__21 = __pyx_t_1;
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_38to_bytes, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_to_bytes, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__22)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 777, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_to_bytes, __pyx_t_1) < 0) __PYX_ERR(0, 777, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":797
 *         return util.to_bytes(serializers, exclude)
 * 
 *     def from_bytes(self, bytes_data, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Load state from a binary string.
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)(&PyTuple_Type))); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 797, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_k__23 = __pyx_t_1;
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_9Tokenizer_40from_bytes, __Pyx_CYFUNCTION_CCLASS, __pyx_n_s_Tokenizer_from_bytes, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__24)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 797, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_9tokenizer_Tokenizer->tp_dict, __pyx_n_s_from_bytes, __pyx_t_1) < 0) __PYX_ERR(0, 797, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_ptype_5spacy_9tokenizer_Tokenizer);

  /* "spacy/tokenizer.pyx":844
 * 
 * 
 * def _get_regex_pattern(regex):             # <<<<<<<<<<<<<<
 *     """Get a pattern string for a regex, or None if the pattern is None."""
 *     return None if regex is None else regex.__self__.pattern
 */
  __pyx_t_1 = __Pyx_CyFunction_New(&__pyx_mdef_5spacy_9tokenizer_1_get_regex_pattern, 0, __pyx_n_s_get_regex_pattern, NULL, __pyx_n_s_spacy_tokenizer, __pyx_d, ((PyObject *)__pyx_codeobj__25)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 844, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_get_regex_pattern, __pyx_t_1) < 0) __PYX_ERR(0, 844, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/tokenizer.pyx":1
 * # cython: embedsignature=True, profile=True, binding=True             # <<<<<<<<<<<<<<
 * from cython.operator cimport dereference as deref
 * from cython.operator cimport preincrement as preinc
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_kp_u_Tokenizer___init___line_35, __pyx_kp_u_Create_a_Tokenizer_to_create_Doc) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "View.MemoryView":210
 *         info.obj = self
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(array self):
 */
  __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), ((char *)"getbuffer(obj, view, flags)")); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 210, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) __PYX_ERR(4, 210, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_array_type);

  /* "View.MemoryView":287
 *         return self.name
 * 
 * cdef generic = Enum("<strided and direct or indirect>")             # <<<<<<<<<<<<<<
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__67, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 287, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(generic);
  __Pyx_DECREF_SET(generic, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":288
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default             # <<<<<<<<<<<<<<
 * cdef indirect = Enum("<strided and indirect>")
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__68, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 288, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(strided);
  __Pyx_DECREF_SET(strided, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":289
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__69, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 289, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(indirect);
  __Pyx_DECREF_SET(indirect, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":292
 * 
 * 
 * cdef contiguous = Enum("<contiguous and direct>")             # <<<<<<<<<<<<<<
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__70, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 292, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(contiguous);
  __Pyx_DECREF_SET(contiguous, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":293
 * 
 * cdef contiguous = Enum("<contiguous and direct>")
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)__pyx_MemviewEnum_type), __pyx_tuple__71, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 293, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_XGOTREF(indirect_contiguous);
  __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":317
 * 
 * DEF THREAD_LOCKS_PREALLOCATED = 8
 * cdef int __pyx_memoryview_thread_locks_used = 0             # <<<<<<<<<<<<<<
 * cdef PyThread_type_lock[THREAD_LOCKS_PREALLOCATED] __pyx_memoryview_thread_locks = [
 *     PyThread_allocate_lock(),
 */
  __pyx_memoryview_thread_locks_used = 0;

  /* "View.MemoryView":318
 * DEF THREAD_LOCKS_PREALLOCATED = 8
 * cdef int __pyx_memoryview_thread_locks_used = 0
 * cdef PyThread_type_lock[THREAD_LOCKS_PREALLOCATED] __pyx_memoryview_thread_locks = [             # <<<<<<<<<<<<<<
 *     PyThread_allocate_lock(),
 *     PyThread_allocate_lock(),
 */
  __pyx_t_3[0] = PyThread_allocate_lock();
  __pyx_t_3[1] = PyThread_allocate_lock();
  __pyx_t_3[2] = PyThread_allocate_lock();
  __pyx_t_3[3] = PyThread_allocate_lock();
  __pyx_t_3[4] = PyThread_allocate_lock();
  __pyx_t_3[5] = PyThread_allocate_lock();
  __pyx_t_3[6] = PyThread_allocate_lock();
  __pyx_t_3[7] = PyThread_allocate_lock();
  memcpy(&(__pyx_memoryview_thread_locks[0]), __pyx_t_3, sizeof(__pyx_memoryview_thread_locks[0]) * (8));

  /* "View.MemoryView":551
 *         info.obj = self
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), ((char *)"getbuffer(obj, view, flags)")); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 551, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) __PYX_ERR(4, 551, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_memoryview_type);

  /* "View.MemoryView":997
 *         return self.from_object
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), ((char *)"getbuffer(obj, view, flags)")); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 997, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem((PyObject *)__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_1) < 0) __PYX_ERR(4, 997, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  PyType_Modified(__pyx_memoryviewslice_type);

  /* "(tree fragment)":1
 * def __pyx_unpickle_Enum(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */
  __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_15View_dot_MemoryView_1__pyx_unpickle_Enum, NULL, __pyx_n_s_View_MemoryView); if (unlikely(!__pyx_t_1)) __PYX_ERR(4, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pyx_unpickle_Enum, __pyx_t_1) < 0) __PYX_ERR(4, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "(tree fragment)":11
 *         __pyx_unpickle_Enum__set_state(<Enum> __pyx_result, __pyx_state)
 *     return __pyx_result
 * cdef __pyx_unpickle_Enum__set_state(Enum __pyx_result, tuple __pyx_state):             # <<<<<<<<<<<<<<
 *     __pyx_result.name = __pyx_state[0]
 *     if len(__pyx_state) > 1 and hasattr(__pyx_result, '__dict__'):
 */
  __Pyx_TraceReturn(Py_None, 0);

  /*--- Wrapped vars code ---*/

  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  if (__pyx_m) {
    if (__pyx_d) {
      __Pyx_AddTraceback("init spacy.tokenizer", __pyx_clineno, __pyx_lineno, __pyx_filename);
    }
    Py_CLEAR(__pyx_m);
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init spacy.tokenizer");
  }
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  return (__pyx_m != NULL) ? 0 : -1;
  #elif PY_MAJOR_VERSION >= 3
  return __pyx_m;
  #else
  return;
  #endif
}

/* --- Runtime support code --- */
/* Refnanny */
#if CYTHON_REFNANNY
static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
    PyObject *m = NULL, *p = NULL;
    void *r = NULL;
    m = PyImport_ImportModule(modname);
    if (!m) goto end;
    p = PyObject_GetAttrString(m, "RefNannyAPI");
    if (!p) goto end;
    r = PyLong_AsVoidPtr(p);
end:
    Py_XDECREF(p);
    Py_XDECREF(m);
    return (__Pyx_RefNannyAPIStruct *)r;
}
#endif

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

/* GetBuiltinName */
static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
    PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
    if (unlikely(!result)) {
        PyErr_Format(PyExc_NameError,
#if PY_MAJOR_VERSION >= 3
            "name '%U' is not defined", name);
#else
            "name '%.200s' is not defined", PyString_AS_STRING(name));
#endif
    }
    return result;
}

/* RaiseDoubleKeywords */
static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        #if PY_MAJOR_VERSION >= 3
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
        #else
        "%s() got multiple values for keyword argument '%s'", func_name,
        PyString_AsString(kw_name));
        #endif
}

/* ParseKeywords */
static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject **argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject *key = 0, *value = 0;
    Py_ssize_t pos = 0;
    PyObject*** name;
    PyObject*** first_kw_arg = argnames + num_pos_args;
    while (PyDict_Next(kwds, &pos, &key, &value)) {
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
            continue;
        }
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
                        && _PyString_Eq(**name, key)) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    if ((**argname == key) || (
                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
                             && _PyString_Eq(**argname, key))) {
                        goto arg_passed_twice;
                    }
                    argname++;
                }
            }
        } else
        #endif
        if (likely(PyUnicode_Check(key))) {
            while (*name) {
                int cmp = (**name == key) ? 0 :
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key);
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

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

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

/* PyErrFetchRestore */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
}
#endif

/* Profile */
#if CYTHON_PROFILE
static int __Pyx_TraceSetupAndCall(PyCodeObject** code,
                                   PyFrameObject** frame,
                                   PyThreadState* tstate,
                                   const char *funcname,
                                   const char *srcfile,
                                   int firstlineno) {
    PyObject *type, *value, *traceback;
    int retval;
    if (*frame == NULL || !CYTHON_PROFILE_REUSE_FRAME) {
        if (*code == NULL) {
            *code = __Pyx_createFrameCodeObject(funcname, srcfile, firstlineno);
            if (*code == NULL) return 0;
        }
        *frame = PyFrame_New(
            tstate,                          /*PyThreadState *tstate*/
            *code,                           /*PyCodeObject *code*/
            __pyx_d,                  /*PyObject *globals*/
            0                                /*PyObject *locals*/
        );
        if (*frame == NULL) return 0;
        if (CYTHON_TRACE && (*frame)->f_trace == NULL) {
            Py_INCREF(Py_None);
            (*frame)->f_trace = Py_None;
        }
#if PY_VERSION_HEX < 0x030400B1
    } else {
        (*frame)->f_tstate = tstate;
#endif
    }
    __Pyx_PyFrame_SetLineNumber(*frame, firstlineno);
    retval = 1;
    __Pyx_EnterTracing(tstate);
    __Pyx_ErrFetchInState(tstate, &type, &value, &traceback);
    #if CYTHON_TRACE
    if (tstate->c_tracefunc)
        retval = tstate->c_tracefunc(tstate->c_traceobj, *frame, PyTrace_CALL, NULL) == 0;
    if (retval && tstate->c_profilefunc)
    #endif
        retval = tstate->c_profilefunc(tstate->c_profileobj, *frame, PyTrace_CALL, NULL) == 0;
    __Pyx_LeaveTracing(tstate);
    if (retval) {
        __Pyx_ErrRestoreInState(tstate, type, value, traceback);
        return __Pyx_IsTracing(tstate, 0, 0) && retval;
    } else {
        Py_XDECREF(type);
        Py_XDECREF(value);
        Py_XDECREF(traceback);
        return -1;
    }
}
static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno) {
    PyCodeObject *py_code = 0;
#if PY_MAJOR_VERSION >= 3
    py_code = PyCode_NewEmpty(srcfile, funcname, firstlineno);
    if (likely(py_code)) {
        py_code->co_flags |= CO_OPTIMIZED | CO_NEWLOCALS;
    }
#else
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    py_funcname = PyString_FromString(funcname);
    if (unlikely(!py_funcname)) goto bad;
    py_srcfile = PyString_FromString(srcfile);
    if (unlikely(!py_srcfile)) goto bad;
    py_code = PyCode_New(
        0,
        0,
        0,
        CO_OPTIMIZED | CO_NEWLOCALS,
        __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,*/
        firstlineno,
        __pyx_empty_bytes      /*PyObject *lnotab*/
    );
bad:
    Py_XDECREF(py_srcfile);
    Py_XDECREF(py_funcname);
#endif
    return py_code;
}
#endif

/* PyFunctionFastCall */
#if CYTHON_FAST_PYCALL
static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
                                               PyObject *globals) {
    PyFrameObject *f;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    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 = __Pyx_PyFrame_GetLocalsplus(f);
    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, Py_ssize_t 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, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, kwdefs, closure);
#else
    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, closure);
#endif
    Py_XDECREF(kwtuple);
done:
    Py_LeaveRecursiveCall();
    return result;
}
#endif
#endif

/* PyObjectCall */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = Py_TYPE(func)->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

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

/* 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) || __Pyx_CyFunction_Check(func)))
#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

/* PyObjectSetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_setattro))
        return tp->tp_setattro(obj, attr_name, value);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_setattr))
        return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
#endif
    return PyObject_SetAttr(obj, attr_name, value);
}
#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);
    int flags = PyCFunction_GET_FLAGS(func);
    assert(PyCFunction_Check(func));
    assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)));
    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());
    if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
        return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL);
    } else {
        return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs);
    }
}
#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
    if (likely(PyCFunction_Check(func))) {
        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
            return __Pyx_PyObject_CallMethO(func, arg);
#if CYTHON_FAST_PYCCALL
        } else if (__Pyx_PyFastCFunction_Check(func)) {
            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

/* PyObjectCall2Args */
static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
    PyObject *args, *result = NULL;
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(function)) {
        PyObject *args[2] = {arg1, arg2};
        return __Pyx_PyFunction_FastCall(function, args, 2);
    }
    #endif
    #if CYTHON_FAST_PYCCALL
    if (__Pyx_PyFastCFunction_Check(function)) {
        PyObject *args[2] = {arg1, arg2};
        return __Pyx_PyCFunction_FastCall(function, args, 2);
    }
    #endif
    args = PyTuple_New(2);
    if (unlikely(!args)) goto done;
    Py_INCREF(arg1);
    PyTuple_SET_ITEM(args, 0, arg1);
    Py_INCREF(arg2);
    PyTuple_SET_ITEM(args, 1, arg2);
    Py_INCREF(function);
    result = __Pyx_PyObject_Call(function, args, NULL);
    Py_DECREF(args);
    Py_DECREF(function);
done:
    return result;
}

/* PyDictVersioning */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
    PyObject **dictptr = NULL;
    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
    if (offset) {
#if CYTHON_COMPILING_IN_CPYTHON
        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
        dictptr = _PyObject_GetDictPtr(obj);
#endif
    }
    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
        return 0;
    return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif

/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
    result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    } else if (unlikely(PyErr_Occurred())) {
        return NULL;
    }
#else
    result = PyDict_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
#endif
#else
    result = PyObject_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
    PyErr_Clear();
#endif
    return __Pyx_GetBuiltinName(name);
}

/* RaiseException */
#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
                        CYTHON_UNUSED PyObject *cause) {
    __Pyx_PyThreadState_declare
    Py_XINCREF(type);
    if (!value || value == Py_None)
        value = NULL;
    else
        Py_INCREF(value);
    if (!tb || tb == Py_None)
        tb = NULL;
    else {
        Py_INCREF(tb);
        if (!PyTraceBack_Check(tb)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: arg 3 must be a traceback or None");
            goto raise_error;
        }
    }
    if (PyType_Check(type)) {
#if CYTHON_COMPILING_IN_PYPY
        if (!value) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#endif
        PyErr_NormalizeException(&type, &value, &tb);
    } else {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto raise_error;
        }
        value = type;
        type = (PyObject*) Py_TYPE(type);
        Py_INCREF(type);
        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: exception class must be a subclass of BaseException");
            goto raise_error;
        }
    }
    __Pyx_PyThreadState_assign
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                int is_subclass = PyObject_IsSubclass(instance_class, type);
                if (!is_subclass) {
                    instance_class = NULL;
                } else if (unlikely(is_subclass == -1)) {
                    goto bad;
                } else {
                    type = instance_class;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
    if (cause) {
        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 = __Pyx_PyThreadState_Current;
        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

/* GetItemInt */
static 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
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, wrapped_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
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyTuple_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, wrapped_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(__Pyx_is_valid_index(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(__Pyx_is_valid_index(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));
}

/* 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;
#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
            Py_hash_t hash1, hash2;
            hash1 = ((PyBytesObject*)s1)->ob_shash;
            hash2 = ((PyBytesObject*)s2)->ob_shash;
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                return (equals == Py_NE);
            }
#endif
            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;
        }
#if CYTHON_USE_UNICODE_INTERNALS
        {
            Py_hash_t hash1, hash2;
        #if CYTHON_PEP393_ENABLED
            hash1 = ((PyASCIIObject*)s1)->hash;
            hash2 = ((PyASCIIObject*)s2)->hash;
        #else
            hash1 = ((PyUnicodeObject*)s1)->hash;
            hash2 = ((PyUnicodeObject*)s2)->hash;
        #endif
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                goto return_ne;
            }
        }
#endif
        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_MAJOR_VERSION < 3
        Py_XDECREF(owned_ref);
        #endif
        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
}

/* 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 = __Pyx_PyThreadState_Current;
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(__Pyx_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;
}

/* 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
}

/* 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;
}

/* PyIntCompare */
static CYTHON_INLINE PyObject* __Pyx_PyInt_NeObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
    if (op1 == op2) {
        Py_RETURN_FALSE;
    }
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
        if (a != b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        int unequal;
        unsigned long uintval;
        Py_ssize_t size = Py_SIZE(op1);
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        if (intval == 0) {
            if (size != 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
        } else if (intval < 0) {
            if (size >= 0)
                Py_RETURN_TRUE;
            intval = -intval;
            size = -size;
        } else {
            if (size <= 0)
                Py_RETURN_TRUE;
        }
        uintval = (unsigned long) intval;
#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 4)) {
            unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 3)) {
            unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 2)) {
            unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 1)) {
            unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
            unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
        if (unequal != 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
        if ((double)a != (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    return (
        PyObject_RichCompare(op1, op2, Py_NE));
}

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

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

/* ObjectGetItem */
#if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
    PyObject *runerr;
    Py_ssize_t key_value;
    PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
    if (unlikely(!(m && m->sq_item))) {
        PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name);
        return NULL;
    }
    key_value = __Pyx_PyIndex_AsSsize_t(index);
    if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
        return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1);
    }
    if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
        PyErr_Clear();
        PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name);
    }
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) {
    PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping;
    if (likely(m && m->mp_subscript)) {
        return m->mp_subscript(obj, key);
    }
    return __Pyx_PyObject_GetIndex(obj, key);
}
#endif

/* None */
static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

/* DictGetItem */
#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()) {
            if (unlikely(PyTuple_Check(key))) {
                PyObject* args = PyTuple_Pack(1, key);
                if (likely(args)) {
                    PyErr_SetObject(PyExc_KeyError, args);
                    Py_DECREF(args);
                }
            } else {
                PyErr_SetObject(PyExc_KeyError, key);
            }
        }
        return NULL;
    }
    Py_INCREF(value);
    return value;
}
#endif

/* PyIntBinop */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
    (void)inplace;
    (void)zerodivision_check;
    #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
                    }
                    CYTHON_FALLTHROUGH;
                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
                    }
                    CYTHON_FALLTHROUGH;
                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
                    }
                    CYTHON_FALLTHROUGH;
                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
                    }
                    CYTHON_FALLTHROUGH;
                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
                    }
                    CYTHON_FALLTHROUGH;
                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
                    }
                    CYTHON_FALLTHROUGH;
                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

/* PyIntCompare */
static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
    if (op1 == op2) {
        Py_RETURN_TRUE;
    }
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
        if (a == b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        int unequal;
        unsigned long uintval;
        Py_ssize_t size = Py_SIZE(op1);
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        if (intval == 0) {
            if (size == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
        } else if (intval < 0) {
            if (size >= 0)
                Py_RETURN_FALSE;
            intval = -intval;
            size = -size;
        } else {
            if (size <= 0)
                Py_RETURN_FALSE;
        }
        uintval = (unsigned long) intval;
#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 4)) {
            unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 3)) {
            unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 2)) {
            unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 1)) {
            unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
            unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
        if (unequal == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
        if ((double)a == (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    return (
        PyObject_RichCompare(op1, op2, Py_EQ));
}

/* GetTopmostException */
#if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) &&
           exc_info->previous_item != NULL)
    {
        exc_info = exc_info->previous_item;
    }
    return exc_info;
}
#endif

/* SaveResetException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    *type = exc_info->exc_type;
    *value = exc_info->exc_value;
    *tb = exc_info->exc_traceback;
    #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    #endif
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = type;
    exc_info->exc_value = value;
    exc_info->exc_traceback = tb;
    #else
    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;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
#endif

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

/* 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;
}

/* CythonFunctionShared */
#include <structmember.h>
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, CYTHON_UNUSED void *context)
{
    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, CYTHON_UNUSED void *context)
{
    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, CYTHON_UNUSED void *context)
{
    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, CYTHON_UNUSED void *context)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    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, CYTHON_UNUSED void *context)
{
    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, CYTHON_UNUSED void *context)
{
    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, CYTHON_UNUSED void *context)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    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, CYTHON_UNUSED void *context) {
    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, CYTHON_UNUSED void *context) {
    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, CYTHON_UNUSED void *context) {
    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, CYTHON_UNUSED void *context) {
    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, CYTHON_UNUSED void *context) {
    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, CYTHON_UNUSED void *context) {
    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(PyCFunctionObject, 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
    Py_INCREF(m->func_qualname);
    return m->func_qualname;
#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_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
                                       PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    if (unlikely(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_size = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    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)
{
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    __Pyx__CyFunction_dealloc(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)
{
#if PY_MAJOR_VERSION < 3
    __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;
#endif
    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)(void*)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;
                #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                arg0 = PyTuple_GET_ITEM(arg, 0);
                #else
                arg0 = PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
                #endif
                result = (*meth)(self, arg0);
                #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
                Py_DECREF(arg0);
                #endif
                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);
            PyErr_Format(PyExc_TypeError,
                         "unbound method %.200S() needs an argument",
                         cyfunc->func_qualname);
            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
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
    0,
#endif
};
static int __pyx_CyFunction_init(void) {
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (unlikely(__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 (unlikely(!m->defaults))
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    m->defaults_size = size;
    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);
}

/* CythonFunction */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    PyObject *op = __Pyx_CyFunction_Init(
        PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
        ml, flags, qualname, closure, module, globals, code
    );
    if (likely(op)) {
        PyObject_GC_Track(op);
    }
    return op;
}

/* UnpackUnboundCMethod */
static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) {
    PyObject *method;
    method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name);
    if (unlikely(!method))
        return -1;
    target->method = method;
#if CYTHON_COMPILING_IN_CPYTHON
    #if PY_MAJOR_VERSION >= 3
    if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type)))
    #endif
    {
        PyMethodDescrObject *descr = (PyMethodDescrObject*) method;
        target->func = descr->d_method->ml_meth;
        target->flag = descr->d_method->ml_flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_STACKLESS);
    }
#endif
    return 0;
}

/* CallUnboundCMethod2 */
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030600B1
static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2) {
    if (likely(cfunc->func)) {
        PyObject *args[2] = {arg1, arg2};
        if (cfunc->flag == METH_FASTCALL) {
            #if PY_VERSION_HEX >= 0x030700A0
            return (*(__Pyx_PyCFunctionFast)(void*)(PyCFunction)cfunc->func)(self, args, 2);
            #else
            return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, 2, NULL);
            #endif
        }
        #if PY_VERSION_HEX >= 0x030700A0
        if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS))
            return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, 2, NULL);
        #endif
    }
    return __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2);
}
#endif
static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2){
    PyObject *args, *result = NULL;
    if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
#if CYTHON_COMPILING_IN_CPYTHON
    if (cfunc->func && (cfunc->flag & METH_VARARGS)) {
        args = PyTuple_New(2);
        if (unlikely(!args)) goto bad;
        Py_INCREF(arg1);
        PyTuple_SET_ITEM(args, 0, arg1);
        Py_INCREF(arg2);
        PyTuple_SET_ITEM(args, 1, arg2);
        if (cfunc->flag & METH_KEYWORDS)
            result = (*(PyCFunctionWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, NULL);
        else
            result = (*cfunc->func)(self, args);
    } else {
        args = PyTuple_New(3);
        if (unlikely(!args)) goto bad;
        Py_INCREF(self);
        PyTuple_SET_ITEM(args, 0, self);
        Py_INCREF(arg1);
        PyTuple_SET_ITEM(args, 1, arg1);
        Py_INCREF(arg2);
        PyTuple_SET_ITEM(args, 2, arg2);
        result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
    }
#else
    args = PyTuple_Pack(3, self, arg1, arg2);
    if (unlikely(!args)) goto bad;
    result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
#endif
bad:
    Py_XDECREF(args);
    return result;
}

/* dict_setdefault */
static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value,
                                                       CYTHON_UNUSED int is_safe_type) {
    PyObject* value;
#if PY_VERSION_HEX >= 0x030400A0
    if ((1)) {
        value = PyDict_SetDefault(d, key, default_value);
        if (unlikely(!value)) return NULL;
        Py_INCREF(value);
#else
    if (is_safe_type == 1 || (is_safe_type == -1 &&
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
            (PyUnicode_CheckExact(key) || PyString_CheckExact(key) || PyLong_CheckExact(key)))) {
        value = PyDict_GetItemWithError(d, key);
        if (unlikely(!value)) {
            if (unlikely(PyErr_Occurred()))
                return NULL;
            if (unlikely(PyDict_SetItem(d, key, default_value) == -1))
                return NULL;
            value = default_value;
        }
        Py_INCREF(value);
#else
            (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key) || PyLong_CheckExact(key)))) {
        value = PyDict_GetItem(d, key);
        if (unlikely(!value)) {
            if (unlikely(PyDict_SetItem(d, key, default_value) == -1))
                return NULL;
            value = default_value;
        }
        Py_INCREF(value);
#endif
#endif
    } else {
        value = __Pyx_CallUnboundCMethod2(&__pyx_umethod_PyDict_Type_setdefault, d, key, default_value);
    }
    return value;
}

/* PyErrExceptionMatches */
    #if CYTHON_FAST_THREAD_STATE
static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
    PyObject *exc_type = tstate->curexc_type;
    if (exc_type == err) return 1;
    if (unlikely(!exc_type)) return 0;
    if (unlikely(PyTuple_Check(err)))
        return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
    return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
}
#endif

/* ExtTypeTest */
    static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(__Pyx_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

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

/* GetAttr */
    static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
#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);
}

/* 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;
    }
    if (unlikely(stop <= start))
        return __Pyx_NewRef(__pyx_empty_unicode);
    length = stop - start;
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

/* GetAttr3 */
    static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
}

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

/* 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;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = *type;
    exc_info->exc_value = *value;
    exc_info->exc_traceback = *tb;
    #else
    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;
    #endif
    *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

/* 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_MAJOR_VERSION < 3
    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 ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_MAJOR_VERSION < 3
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, (PyObject *)NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
bad:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

/* FastTypeChecks */
    #if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = a->tp_base;
        if (a == b)
            return 1;
    }
    return b == &PyBaseObject_Type;
}
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (a == b) return 1;
    mro = a->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(a, b);
}
#if PY_MAJOR_VERSION == 2
static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
    PyObject *exception, *value, *tb;
    int res;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&exception, &value, &tb);
    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
    if (unlikely(res == -1)) {
        PyErr_WriteUnraisable(err);
        res = 0;
    }
    if (!res) {
        res = PyObject_IsSubclass(err, exc_type2);
        if (unlikely(res == -1)) {
            PyErr_WriteUnraisable(err);
            res = 0;
        }
    }
    __Pyx_ErrRestore(exception, value, tb);
    return res;
}
#else
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
    if (!res) {
        res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
    return res;
}
#endif
static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    assert(PyExceptionClass_Check(exc_type));
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        PyObject *t = PyTuple_GET_ITEM(tuple, i);
        #if PY_MAJOR_VERSION < 3
        if (likely(exc_type == t)) return 1;
        #endif
        if (likely(PyExceptionClass_Check(t))) {
            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
        } else {
        }
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
    if (likely(err == exc_type)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        if (likely(PyExceptionClass_Check(exc_type))) {
            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
        } else if (likely(PyTuple_Check(exc_type))) {
            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
        } else {
        }
    }
    return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
    assert(PyExceptionClass_Check(exc_type1));
    assert(PyExceptionClass_Check(exc_type2));
    if (likely(err == exc_type1 || err == exc_type2)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
    }
    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
}
#endif

/* DivInt[long] */
    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;
}

/* 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;
}

/* HasAttr */
    static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        PyErr_Clear();
        return 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}

/* PyObject_GenericGetAttrNoDict */
    #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, attr_name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(attr_name));
#endif
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
    PyObject *descr;
    PyTypeObject *tp = Py_TYPE(obj);
    if (unlikely(!PyString_Check(attr_name))) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    assert(!tp->tp_dictoffset);
    descr = _PyType_Lookup(tp, attr_name);
    if (unlikely(!descr)) {
        return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
    }
    Py_INCREF(descr);
    #if PY_MAJOR_VERSION < 3
    if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
    #endif
    {
        descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
        if (unlikely(f)) {
            PyObject *res = f(descr, obj, (PyObject *)tp);
            Py_DECREF(descr);
            return res;
        }
    }
    return descr;
}
#endif

/* PyObject_GenericGetAttr */
    #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
    if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
}
#endif

/* 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;
}

/* PyObjectGetAttrStrNoError */
    static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        __Pyx_PyErr_Clear();
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
    }
#endif
    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
    if (unlikely(!result)) {
        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
    }
    return result;
}

/* SetupReduce */
    static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name_2);
  if (likely(name_attr)) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (unlikely(ret < 0)) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject *object_reduce = NULL;
    PyObject *object_getstate = NULL;
    PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
    PyObject *getstate = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate);
#else
    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate);
    if (!getstate && PyErr_Occurred()) {
        goto __PYX_BAD;
    }
#endif
    if (getstate) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate);
#else
        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate);
        if (!object_getstate && PyErr_Occurred()) {
            goto __PYX_BAD;
        }
#endif
        if (object_getstate != getstate) {
            goto __PYX_GOOD;
        }
    }
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
            if (likely(reduce_cython)) {
                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
            } else if (reduce == object_reduce || PyErr_Occurred()) {
                goto __PYX_BAD;
            }
            setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
                if (likely(setstate_cython)) {
                    ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                    ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                } else if (!setstate || PyErr_Occurred()) {
                    goto __PYX_BAD;
                }
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto __PYX_GOOD;
__PYX_BAD:
    if (!PyErr_Occurred())
        PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
    ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
    Py_XDECREF(object_getstate);
    Py_XDECREF(getstate);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* TypeImport */
    #ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name,
    size_t size, enum __Pyx_ImportType_CheckSize check_size)
{
    PyObject *result = 0;
    char warning[200];
    Py_ssize_t basicsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
#endif
    result = PyObject_GetAttrString(module, class_name);
    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 ((size_t)basicsize < size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        goto bad;
    }
    if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        goto bad;
    }
    else if (check_size == __Pyx_ImportType_CheckSize_Warn && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(result);
    return NULL;
}
#endif

/* 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;
}

/* CLineInTraceback */
    #ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
    PyObject *use_cline;
    PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject **cython_runtime_dict;
#endif
    if (unlikely(!__pyx_cython_runtime)) {
        return c_line;
    }
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
            use_cline, *cython_runtime_dict,
            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
    } else
#endif
    {
      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
      if (use_cline_obj) {
        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
        Py_DECREF(use_cline_obj);
      } else {
        PyErr_Clear();
        use_cline = NULL;
      }
    }
    if (!use_cline) {
        c_line = 0;
        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
    }
    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
        c_line = 0;
    }
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

/* 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"
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = NULL;
    PyObject *py_funcname = NULL;
    #if PY_MAJOR_VERSION < 3
    PyObject *py_srcfile = NULL;
    py_srcfile = PyString_FromString(filename);
    if (!py_srcfile) goto bad;
    #endif
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        funcname = PyUnicode_AsUTF8(py_funcname);
        if (!funcname) goto bad;
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        if (!py_funcname) goto bad;
        #endif
    }
    #if PY_MAJOR_VERSION < 3
    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);
    #else
    py_code = PyCode_NewEmpty(filename, funcname, py_line);
    #endif
    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
    return py_code;
bad:
    Py_XDECREF(py_funcname);
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_srcfile);
    #endif
    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;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject *ptype, *pvalue, *ptraceback;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(tstate, c_line);
    }
    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!py_code) {
        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) {
            /* If the code object creation fails, then we should clear the
               fetched exception references and propagate the new exception */
            Py_XDECREF(ptype);
            Py_XDECREF(pvalue);
            Py_XDECREF(ptraceback);
            goto bad;
        }
        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*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);
}

/* 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;\
    }

/* 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 = (float)(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 = (float)(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:
                        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(0.0, -1.0);
                }
            } 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 = (double)(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 = (double)(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:
                        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(0.0, -1.0);
                }
            } 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

#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 (__Pyx_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
        if (__Pyx_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 ((0)) {}
    view->obj = NULL;
    Py_DECREF(obj);
}
#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;
}

/* CIntToPy */
    static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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);
    }
}

/* CIntFromPy */
    static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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;
}

/* CIntToPy */
    static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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);
    }
}

/* CIntFromPy */
    static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const uint64_t neg_one = (uint64_t) -1, const_zero = (uint64_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(uint64_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(uint64_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (uint64_t) 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 (uint64_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(uint64_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) >= 2 * PyLong_SHIFT) {
                            return (uint64_t) (((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(uint64_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) >= 3 * PyLong_SHIFT) {
                            return (uint64_t) (((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(uint64_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, 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(uint64_t) >= 4 * PyLong_SHIFT) {
                            return (uint64_t) (((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)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 (uint64_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(uint64_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(uint64_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, 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 (uint64_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(uint64_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(uint64_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(uint64_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT) {
                            return (uint64_t) (((uint64_t)-1)*(((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(uint64_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT) {
                            return (uint64_t) ((((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT) {
                            return (uint64_t) (((uint64_t)-1)*(((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(uint64_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT) {
                            return (uint64_t) ((((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, 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(uint64_t) - 1 > 4 * PyLong_SHIFT) {
                            return (uint64_t) (((uint64_t)-1)*(((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(uint64_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, 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(uint64_t) - 1 > 4 * PyLong_SHIFT) {
                            return (uint64_t) ((((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(uint64_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(uint64_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, 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
            uint64_t 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 (uint64_t) -1;
        }
    } else {
        uint64_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (uint64_t) -1;
        val = __Pyx_PyInt_As_uint64_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to uint64_t");
    return (uint64_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to uint64_t");
    return (uint64_t) -1;
}

/* CIntFromPy */
    static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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;
}

/* 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 (unlikely(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;
}

/* CIntToPy */
    static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const uint64_t neg_one = (uint64_t) -1, const_zero = (uint64_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(uint64_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(uint64_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(uint64_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(uint64_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(uint64_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(uint64_t),
                                     little, !is_unsigned);
    }
}

/* 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 (unlikely(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;
}
#ifndef Py_NO_RETURN
#define Py_NO_RETURN
#endif
static void __pyx_fatalerror(const char *fmt, ...) Py_NO_RETURN {
    va_list vargs;
    char msg[200];
#if PY_VERSION_HEX >= 0x030A0000 || defined(HAVE_STDARG_PROTOTYPES)
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    va_end(vargs);
    Py_FatalError(msg);
}
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 (unlikely(!memview || (PyObject *) memview == Py_None))
        return;
    if (unlikely(__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 (unlikely(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 (unlikely(!memview || (PyObject *) memview == Py_None)) {
        memslice->memview = NULL;
        return;
    }
    if (unlikely(__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 (unlikely(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;
    }
}

/* CIntFromPy */
    static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const char neg_one = (char) -1, const_zero = (char) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    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;
}

/* PyObjectGetMethod */
    static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
    PyObject *attr;
#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
    PyTypeObject *tp = Py_TYPE(obj);
    PyObject *descr;
    descrgetfunc f = NULL;
    PyObject **dictptr, *dict;
    int meth_found = 0;
    assert (*method == NULL);
    if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
        attr = __Pyx_PyObject_GetAttrStr(obj, name);
        goto try_unpack;
    }
    if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
        return 0;
    }
    descr = _PyType_Lookup(tp, name);
    if (likely(descr != NULL)) {
        Py_INCREF(descr);
#if PY_MAJOR_VERSION >= 3
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type)))
        #endif
#else
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr)))
        #endif
#endif
        {
            meth_found = 1;
        } else {
            f = Py_TYPE(descr)->tp_descr_get;
            if (f != NULL && PyDescr_IsData(descr)) {
                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
                Py_DECREF(descr);
                goto try_unpack;
            }
        }
    }
    dictptr = _PyObject_GetDictPtr(obj);
    if (dictptr != NULL && (dict = *dictptr) != NULL) {
        Py_INCREF(dict);
        attr = __Pyx_PyDict_GetItemStr(dict, name);
        if (attr != NULL) {
            Py_INCREF(attr);
            Py_DECREF(dict);
            Py_XDECREF(descr);
            goto try_unpack;
        }
        Py_DECREF(dict);
    }
    if (meth_found) {
        *method = descr;
        return 1;
    }
    if (f != NULL) {
        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
        Py_DECREF(descr);
        goto try_unpack;
    }
    if (descr != NULL) {
        *method = descr;
        return 0;
    }
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(name));
#endif
    return 0;
#else
    attr = __Pyx_PyObject_GetAttrStr(obj, name);
    goto try_unpack;
#endif
try_unpack:
#if CYTHON_UNPACK_METHODS
    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
        PyObject *function = PyMethod_GET_FUNCTION(attr);
        Py_INCREF(function);
        Py_DECREF(attr);
        *method = function;
        return 1;
    }
#endif
    *method = attr;
    return 0;
}

/* PyObjectCallMethod1 */
    static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
    PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
    Py_DECREF(method);
    return result;
}
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
    PyObject *method = NULL, *result;
    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
    if (likely(is_method)) {
        result = __Pyx_PyObject_Call2Args(method, obj, arg);
        Py_DECREF(method);
        return result;
    }
    if (unlikely(!method)) return NULL;
    return __Pyx__PyObject_CallMethod1(method, arg);
}

/* CoroutineBase */
    #include <structmember.h>
#include <frameobject.h>
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
static int __Pyx_PyGen__FetchStopIterationValue(CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    __Pyx_ErrFetch(&et, &ev, &tb);
    if (!et) {
        Py_XDECREF(tb);
        Py_XDECREF(ev);
        Py_INCREF(Py_None);
        *pvalue = Py_None;
        return 0;
    }
    if (likely(et == PyExc_StopIteration)) {
        if (!ev) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#if PY_VERSION_HEX >= 0x030300A0
        else if (Py_TYPE(ev) == (PyTypeObject*)PyExc_StopIteration) {
            value = ((PyStopIterationObject *)ev)->value;
            Py_INCREF(value);
            Py_DECREF(ev);
        }
#endif
        else if (unlikely(PyTuple_Check(ev))) {
            if (PyTuple_GET_SIZE(ev) >= 1) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                value = PyTuple_GET_ITEM(ev, 0);
                Py_INCREF(value);
#else
                value = PySequence_ITEM(ev, 0);
#endif
            } else {
                Py_INCREF(Py_None);
                value = Py_None;
            }
            Py_DECREF(ev);
        }
        else if (!__Pyx_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration)) {
            value = ev;
        }
        if (likely(value)) {
            Py_XDECREF(tb);
            Py_DECREF(et);
            *pvalue = value;
            return 0;
        }
    } else if (!__Pyx_PyErr_GivenExceptionMatches(et, PyExc_StopIteration)) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    PyErr_NormalizeException(&et, &ev, &tb);
    if (unlikely(!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    Py_XDECREF(tb);
    Py_DECREF(et);
#if PY_VERSION_HEX >= 0x030300A0
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
    Py_DECREF(ev);
#else
    {
        PyObject* args = __Pyx_PyObject_GetAttrStr(ev, __pyx_n_s_args);
        Py_DECREF(ev);
        if (likely(args)) {
            value = PySequence_GetItem(args, 0);
            Py_DECREF(args);
        }
        if (unlikely(!value)) {
            __Pyx_ErrRestore(NULL, NULL, NULL);
            Py_INCREF(Py_None);
            value = Py_None;
        }
    }
#endif
    *pvalue = value;
    return 0;
}
static CYTHON_INLINE
void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *exc_state) {
    PyObject *t, *v, *tb;
    t = exc_state->exc_type;
    v = exc_state->exc_value;
    tb = exc_state->exc_traceback;
    exc_state->exc_type = NULL;
    exc_state->exc_value = NULL;
    exc_state->exc_traceback = NULL;
    Py_XDECREF(t);
    Py_XDECREF(v);
    Py_XDECREF(tb);
}
#define __Pyx_Coroutine_AlreadyRunningError(gen)  (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyRunningError(CYTHON_UNUSED __pyx_CoroutineObject *gen) {
    const char *msg;
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check((PyObject*)gen)) {
        msg = "coroutine already executing";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact((PyObject*)gen)) {
        msg = "async generator already executing";
    #endif
    } else {
        msg = "generator already executing";
    }
    PyErr_SetString(PyExc_ValueError, msg);
}
#define __Pyx_Coroutine_NotStartedError(gen)  (__Pyx__Coroutine_NotStartedError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_NotStartedError(CYTHON_UNUSED PyObject *gen) {
    const char *msg;
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check(gen)) {
        msg = "can't send non-None value to a just-started coroutine";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact(gen)) {
        msg = "can't send non-None value to a just-started async generator";
    #endif
    } else {
        msg = "can't send non-None value to a just-started generator";
    }
    PyErr_SetString(PyExc_TypeError, msg);
}
#define __Pyx_Coroutine_AlreadyTerminatedError(gen, value, closing)  (__Pyx__Coroutine_AlreadyTerminatedError(gen, value, closing), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyTerminatedError(CYTHON_UNUSED PyObject *gen, PyObject *value, CYTHON_UNUSED int closing) {
    #ifdef __Pyx_Coroutine_USED
    if (!closing && __Pyx_Coroutine_Check(gen)) {
        PyErr_SetString(PyExc_RuntimeError, "cannot reuse already awaited coroutine");
    } else
    #endif
    if (value) {
        #ifdef __Pyx_AsyncGen_USED
        if (__Pyx_AsyncGen_CheckExact(gen))
            PyErr_SetNone(__Pyx_PyExc_StopAsyncIteration);
        else
        #endif
        PyErr_SetNone(PyExc_StopIteration);
    }
}
static
PyObject *__Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value, int closing) {
    __Pyx_PyThreadState_declare
    PyThreadState *tstate;
    __Pyx_ExcInfoStruct *exc_state;
    PyObject *retval;
    assert(!self->is_running);
    if (unlikely(self->resume_label == 0)) {
        if (unlikely(value && value != Py_None)) {
            return __Pyx_Coroutine_NotStartedError((PyObject*)self);
        }
    }
    if (unlikely(self->resume_label == -1)) {
        return __Pyx_Coroutine_AlreadyTerminatedError((PyObject*)self, value, closing);
    }
#if CYTHON_FAST_THREAD_STATE
    __Pyx_PyThreadState_assign
    tstate = __pyx_tstate;
#else
    tstate = __Pyx_PyThreadState_Current;
#endif
    exc_state = &self->gi_exc_state;
    if (exc_state->exc_type) {
        #if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
        #else
        if (exc_state->exc_traceback) {
            PyTracebackObject *tb = (PyTracebackObject *) exc_state->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            assert(f->f_back == NULL);
            #if PY_VERSION_HEX >= 0x030B00A1
            f->f_back = PyThreadState_GetFrame(tstate);
            #else
            Py_XINCREF(tstate->frame);
            f->f_back = tstate->frame;
            #endif
        }
        #endif
    }
#if CYTHON_USE_EXC_INFO_STACK
    exc_state->previous_item = tstate->exc_info;
    tstate->exc_info = exc_state;
#else
    if (exc_state->exc_type) {
        __Pyx_ExceptionSwap(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    } else {
        __Pyx_Coroutine_ExceptionClear(exc_state);
        __Pyx_ExceptionSave(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    }
#endif
    self->is_running = 1;
    retval = self->body((PyObject *) self, tstate, value);
    self->is_running = 0;
#if CYTHON_USE_EXC_INFO_STACK
    exc_state = &self->gi_exc_state;
    tstate->exc_info = exc_state->previous_item;
    exc_state->previous_item = NULL;
    __Pyx_Coroutine_ResetFrameBackpointer(exc_state);
#endif
    return retval;
}
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state) {
    PyObject *exc_tb = exc_state->exc_traceback;
    if (likely(exc_tb)) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
#else
        PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
        PyFrameObject *f = tb->tb_frame;
        Py_CLEAR(f->f_back);
#endif
    }
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_MethodReturn(CYTHON_UNUSED PyObject* gen, PyObject *retval) {
    if (unlikely(!retval)) {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        if (!__Pyx_PyErr_Occurred()) {
            PyObject *exc = PyExc_StopIteration;
            #ifdef __Pyx_AsyncGen_USED
            if (__Pyx_AsyncGen_CheckExact(gen))
                exc = __Pyx_PyExc_StopAsyncIteration;
            #endif
            __Pyx_PyErr_SetNone(exc);
        }
    }
    return retval;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
static CYTHON_INLINE
PyObject *__Pyx_PyGen_Send(PyGenObject *gen, PyObject *arg) {
#if PY_VERSION_HEX <= 0x030A00A1
    return _PyGen_Send(gen, arg);
#else
    PyObject *result;
    if (PyIter_Send((PyObject*)gen, arg ? arg : Py_None, &result) == PYGEN_RETURN) {
        if (PyAsyncGen_CheckExact(gen)) {
            assert(result == Py_None);
            PyErr_SetNone(PyExc_StopAsyncIteration);
        }
        else if (result == Py_None) {
            PyErr_SetNone(PyExc_StopIteration);
        }
        else {
            _PyGen_SetStopIterationValue(result);
        }
        Py_CLEAR(result);
    }
    return result;
#endif
}
#endif
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen) {
    PyObject *ret;
    PyObject *val = NULL;
    __Pyx_Coroutine_Undelegate(gen);
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, &val);
    ret = __Pyx_Coroutine_SendEx(gen, val, 0);
    Py_XDECREF(val);
    return ret;
}
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) {
    PyObject *retval;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_AsyncGen_USED
        if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
            ret = __Pyx_async_gen_asend_send(yf, value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03050000 && defined(PyCoro_CheckExact) && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyCoro_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        {
            if (value == Py_None)
                ret = Py_TYPE(yf)->tp_iternext(yf);
            else
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value);
        }
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        retval = __Pyx_Coroutine_FinishDelegation(gen);
    } else {
        retval = __Pyx_Coroutine_SendEx(gen, value, 0);
    }
    return __Pyx_Coroutine_MethodReturn(self, retval);
}
static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) {
    PyObject *retval = NULL;
    int err = 0;
    #ifdef __Pyx_Generator_USED
    if (__Pyx_Generator_CheckExact(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_Check(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    if (__Pyx_CoroutineAwait_CheckExact(yf)) {
        retval = __Pyx_CoroutineAwait_Close((__pyx_CoroutineAwaitObject*)yf, NULL);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_AsyncGen_USED
    if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
        retval = __Pyx_async_gen_asend_close(yf, NULL);
    } else
    if (__pyx_PyAsyncGenAThrow_CheckExact(yf)) {
        retval = __Pyx_async_gen_athrow_close(yf, NULL);
    } else
    #endif
    {
        PyObject *meth;
        gen->is_running = 1;
        meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                PyErr_WriteUnraisable(yf);
            }
            PyErr_Clear();
        } else {
            retval = PyObject_CallFunction(meth, NULL);
            Py_DECREF(meth);
            if (!retval)
                err = -1;
        }
        gen->is_running = 0;
    }
    Py_XDECREF(retval);
    return err;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Next(yf);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, NULL);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, Py_None);
        } else
        #endif
            ret = Py_TYPE(yf)->tp_iternext(yf);
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Coroutine_FinishDelegation(gen);
    }
    return __Pyx_Coroutine_SendEx(gen, Py_None, 0);
}
static PyObject *__Pyx_Coroutine_Close_Method(PyObject *self, CYTHON_UNUSED PyObject *arg) {
    return __Pyx_Coroutine_Close(self);
}
static PyObject *__Pyx_Coroutine_Close(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *retval, *raised_exception;
    PyObject *yf = gen->yieldfrom;
    int err = 0;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        Py_INCREF(yf);
        err = __Pyx_Coroutine_CloseIter(gen, yf);
        __Pyx_Coroutine_Undelegate(gen);
        Py_DECREF(yf);
    }
    if (err == 0)
        PyErr_SetNone(PyExc_GeneratorExit);
    retval = __Pyx_Coroutine_SendEx(gen, NULL, 1);
    if (unlikely(retval)) {
        const char *msg;
        Py_DECREF(retval);
        if ((0)) {
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_Coroutine_Check(self)) {
            msg = "coroutine ignored GeneratorExit";
        #endif
        #ifdef __Pyx_AsyncGen_USED
        } else if (__Pyx_AsyncGen_CheckExact(self)) {
#if PY_VERSION_HEX < 0x03060000
            msg = "async generator ignored GeneratorExit - might require Python 3.6+ finalisation (PEP 525)";
#else
            msg = "async generator ignored GeneratorExit";
#endif
        #endif
        } else {
            msg = "generator ignored GeneratorExit";
        }
        PyErr_SetString(PyExc_RuntimeError, msg);
        return NULL;
    }
    raised_exception = PyErr_Occurred();
    if (likely(!raised_exception || __Pyx_PyErr_GivenExceptionMatches2(raised_exception, PyExc_GeneratorExit, PyExc_StopIteration))) {
        if (raised_exception) PyErr_Clear();
        Py_INCREF(Py_None);
        return Py_None;
    }
    return NULL;
}
static PyObject *__Pyx__Coroutine_Throw(PyObject *self, PyObject *typ, PyObject *val, PyObject *tb,
                                        PyObject *args, int close_on_genexit) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        Py_INCREF(yf);
        if (__Pyx_PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit) && close_on_genexit) {
            int err = __Pyx_Coroutine_CloseIter(gen, yf);
            Py_DECREF(yf);
            __Pyx_Coroutine_Undelegate(gen);
            if (err < 0)
                return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
            goto throw_here;
        }
        gen->is_running = 1;
        if (0
        #ifdef __Pyx_Generator_USED
            || __Pyx_Generator_CheckExact(yf)
        #endif
        #ifdef __Pyx_Coroutine_USED
            || __Pyx_Coroutine_Check(yf)
        #endif
            ) {
            ret = __Pyx__Coroutine_Throw(yf, typ, val, tb, args, close_on_genexit);
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_CoroutineAwait_CheckExact(yf)) {
            ret = __Pyx__Coroutine_Throw(((__pyx_CoroutineAwaitObject*)yf)->coroutine, typ, val, tb, args, close_on_genexit);
        #endif
        } else {
            PyObject *meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                    gen->is_running = 0;
                    return NULL;
                }
                PyErr_Clear();
                __Pyx_Coroutine_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            if (likely(args)) {
                ret = PyObject_CallObject(meth, args);
            } else {
                ret = PyObject_CallFunctionObjArgs(meth, typ, val, tb, NULL);
            }
            Py_DECREF(meth);
        }
        gen->is_running = 0;
        Py_DECREF(yf);
        if (!ret) {
            ret = __Pyx_Coroutine_FinishDelegation(gen);
        }
        return __Pyx_Coroutine_MethodReturn(self, ret);
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
    return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
}
static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) {
    PyObject *typ;
    PyObject *val = NULL;
    PyObject *tb = NULL;
    if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
        return NULL;
    return __Pyx__Coroutine_Throw(self, typ, val, tb, args, 1);
}
static CYTHON_INLINE int __Pyx_Coroutine_traverse_excstate(__Pyx_ExcInfoStruct *exc_state, visitproc visit, void *arg) {
    Py_VISIT(exc_state->exc_type);
    Py_VISIT(exc_state->exc_value);
    Py_VISIT(exc_state->exc_traceback);
    return 0;
}
static int __Pyx_Coroutine_traverse(__pyx_CoroutineObject *gen, visitproc visit, void *arg) {
    Py_VISIT(gen->closure);
    Py_VISIT(gen->classobj);
    Py_VISIT(gen->yieldfrom);
    return __Pyx_Coroutine_traverse_excstate(&gen->gi_exc_state, visit, arg);
}
static int __Pyx_Coroutine_clear(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    Py_CLEAR(gen->closure);
    Py_CLEAR(gen->classobj);
    Py_CLEAR(gen->yieldfrom);
    __Pyx_Coroutine_ExceptionClear(&gen->gi_exc_state);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        Py_CLEAR(((__pyx_PyAsyncGenObject*)gen)->ag_finalizer);
    }
#endif
    Py_CLEAR(gen->gi_code);
    Py_CLEAR(gen->gi_frame);
    Py_CLEAR(gen->gi_name);
    Py_CLEAR(gen->gi_qualname);
    Py_CLEAR(gen->gi_modulename);
    return 0;
}
static void __Pyx_Coroutine_dealloc(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject_GC_UnTrack(gen);
    if (gen->gi_weakreflist != NULL)
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label >= 0) {
        PyObject_GC_Track(self);
#if PY_VERSION_HEX >= 0x030400a1 && CYTHON_USE_TP_FINALIZE
        if (PyObject_CallFinalizerFromDealloc(self))
#else
        Py_TYPE(gen)->tp_del(self);
        if (Py_REFCNT(self) > 0)
#endif
        {
            return;
        }
        PyObject_GC_UnTrack(self);
    }
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        /* We have to handle this case for asynchronous generators
           right here, because this code has to be between UNTRACK
           and GC_Del. */
        Py_CLEAR(((__pyx_PyAsyncGenObject*)self)->ag_finalizer);
    }
#endif
    __Pyx_Coroutine_clear(self);
    PyObject_GC_Del(gen);
}
static void __Pyx_Coroutine_del(PyObject *self) {
    PyObject *error_type, *error_value, *error_traceback;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    __Pyx_PyThreadState_declare
    if (gen->resume_label < 0) {
        return;
    }
#if !CYTHON_USE_TP_FINALIZE
    assert(self->ob_refcnt == 0);
    __Pyx_SET_REFCNT(self, 1);
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        __pyx_PyAsyncGenObject *agen = (__pyx_PyAsyncGenObject*)self;
        PyObject *finalizer = agen->ag_finalizer;
        if (finalizer && !agen->ag_closed) {
            PyObject *res = __Pyx_PyObject_CallOneArg(finalizer, self);
            if (unlikely(!res)) {
                PyErr_WriteUnraisable(self);
            } else {
                Py_DECREF(res);
            }
            __Pyx_ErrRestore(error_type, error_value, error_traceback);
            return;
        }
    }
#endif
    if (unlikely(gen->resume_label == 0 && !error_value)) {
#ifdef __Pyx_Coroutine_USED
#ifdef __Pyx_Generator_USED
    if (!__Pyx_Generator_CheckExact(self))
#endif
        {
        PyObject_GC_UnTrack(self);
#if PY_MAJOR_VERSION >= 3  || defined(PyErr_WarnFormat)
        if (unlikely(PyErr_WarnFormat(PyExc_RuntimeWarning, 1, "coroutine '%.50S' was never awaited", gen->gi_qualname) < 0))
            PyErr_WriteUnraisable(self);
#else
        {PyObject *msg;
        char *cmsg;
        #if CYTHON_COMPILING_IN_PYPY
        msg = NULL;
        cmsg = (char*) "coroutine was never awaited";
        #else
        char *cname;
        PyObject *qualname;
        qualname = gen->gi_qualname;
        cname = PyString_AS_STRING(qualname);
        msg = PyString_FromFormat("coroutine '%.50s' was never awaited", cname);
        if (unlikely(!msg)) {
            PyErr_Clear();
            cmsg = (char*) "coroutine was never awaited";
        } else {
            cmsg = PyString_AS_STRING(msg);
        }
        #endif
        if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, cmsg, 1) < 0))
            PyErr_WriteUnraisable(self);
        Py_XDECREF(msg);}
#endif
        PyObject_GC_Track(self);
        }
#endif
    } else {
        PyObject *res = __Pyx_Coroutine_Close(self);
        if (unlikely(!res)) {
            if (PyErr_Occurred())
                PyErr_WriteUnraisable(self);
        } else {
            Py_DECREF(res);
        }
    }
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
#if !CYTHON_USE_TP_FINALIZE
    assert(Py_REFCNT(self) > 0);
    if (--self->ob_refcnt == 0) {
        return;
    }
    {
        Py_ssize_t refcnt = Py_REFCNT(self);
        _Py_NewReference(self);
        __Pyx_SET_REFCNT(self, refcnt);
    }
#if CYTHON_COMPILING_IN_CPYTHON
    assert(PyType_IS_GC(Py_TYPE(self)) &&
           _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
    _Py_DEC_REFTOTAL;
#endif
#ifdef COUNT_ALLOCS
    --Py_TYPE(self)->tp_frees;
    --Py_TYPE(self)->tp_allocs;
#endif
#endif
}
static PyObject *
__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *name = self->gi_name;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_name;
    Py_INCREF(value);
    self->gi_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *name = self->gi_qualname;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_qualname;
    Py_INCREF(value);
    self->gi_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *frame = self->gi_frame;
    if (!frame) {
        if (unlikely(!self->gi_code)) {
            Py_RETURN_NONE;
        }
        frame = (PyObject *) PyFrame_New(
            PyThreadState_Get(),            /*PyThreadState *tstate,*/
            (PyCodeObject*) self->gi_code,  /*PyCodeObject *code,*/
            __pyx_d,                 /*PyObject *globals,*/
            0                               /*PyObject *locals*/
        );
        if (unlikely(!frame))
            return NULL;
        self->gi_frame = frame;
    }
    Py_INCREF(frame);
    return frame;
}
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
            PyTypeObject* type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    __pyx_CoroutineObject *gen = PyObject_GC_New(__pyx_CoroutineObject, type);
    if (unlikely(!gen))
        return NULL;
    return __Pyx__Coroutine_NewInit(gen, body, code, closure, name, qualname, module_name);
}
static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit(
            __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    gen->body = body;
    gen->closure = closure;
    Py_XINCREF(closure);
    gen->is_running = 0;
    gen->resume_label = 0;
    gen->classobj = NULL;
    gen->yieldfrom = NULL;
    gen->gi_exc_state.exc_type = NULL;
    gen->gi_exc_state.exc_value = NULL;
    gen->gi_exc_state.exc_traceback = NULL;
#if CYTHON_USE_EXC_INFO_STACK
    gen->gi_exc_state.previous_item = NULL;
#endif
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    Py_XINCREF(module_name);
    gen->gi_modulename = module_name;
    Py_XINCREF(code);
    gen->gi_code = code;
    gen->gi_frame = NULL;
    PyObject_GC_Track(gen);
    return gen;
}

/* PatchModuleWithCoroutine */
    static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    int result;
    PyObject *globals, *result_obj;
    globals = PyDict_New();  if (unlikely(!globals)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_coroutine_type",
    #ifdef __Pyx_Coroutine_USED
        (PyObject*)__pyx_CoroutineType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_generator_type",
    #ifdef __Pyx_Generator_USED
        (PyObject*)__pyx_GeneratorType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "_module", module) < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "__builtins__", __pyx_b) < 0)) goto ignore;
    result_obj = PyRun_String(py_code, Py_file_input, globals, globals);
    if (unlikely(!result_obj)) goto ignore;
    Py_DECREF(result_obj);
    Py_DECREF(globals);
    return module;
ignore:
    Py_XDECREF(globals);
    PyErr_WriteUnraisable(module);
    if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, "Cython module failed to patch module with custom type", 1) < 0)) {
        Py_DECREF(module);
        module = NULL;
    }
#else
    py_code++;
#endif
    return module;
}

/* PatchGeneratorABC */
    #ifndef CYTHON_REGISTER_ABCS
#define CYTHON_REGISTER_ABCS 1
#endif
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
static PyObject* __Pyx_patch_abc_module(PyObject *module);
static PyObject* __Pyx_patch_abc_module(PyObject *module) {
    module = __Pyx_Coroutine_patch_module(
        module, ""
"if _cython_generator_type is not None:\n"
"    try: Generator = _module.Generator\n"
"    except AttributeError: pass\n"
"    else: Generator.register(_cython_generator_type)\n"
"if _cython_coroutine_type is not None:\n"
"    try: Coroutine = _module.Coroutine\n"
"    except AttributeError: pass\n"
"    else: Coroutine.register(_cython_coroutine_type)\n"
    );
    return module;
}
#endif
static int __Pyx_patch_abc(void) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    static int abc_patched = 0;
    if (CYTHON_REGISTER_ABCS && !abc_patched) {
        PyObject *module;
        module = PyImport_ImportModule((PY_MAJOR_VERSION >= 3) ? "collections.abc" : "collections");
        if (!module) {
            PyErr_WriteUnraisable(NULL);
            if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning,
                    ((PY_MAJOR_VERSION >= 3) ?
                        "Cython module failed to register with collections.abc module" :
                        "Cython module failed to register with collections module"), 1) < 0)) {
                return -1;
            }
        } else {
            module = __Pyx_patch_abc_module(module);
            abc_patched = 1;
            if (unlikely(!module))
                return -1;
            Py_DECREF(module);
        }
        module = PyImport_ImportModule("backports_abc");
        if (module) {
            module = __Pyx_patch_abc_module(module);
            Py_XDECREF(module);
        }
        if (!module) {
            PyErr_Clear();
        }
    }
#else
    if ((0)) __Pyx_Coroutine_patch_module(NULL, NULL);
#endif
    return 0;
}

/* Generator */
    static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O,
     (char*) PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")},
    {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS,
     (char*) PyDoc_STR("throw(typ[,val[,tb]]) -> raise exception in generator,\nreturn next yielded value or raise StopIteration.")},
    {"close", (PyCFunction) __Pyx_Coroutine_Close_Method, METH_NOARGS,
     (char*) PyDoc_STR("close() -> raise GeneratorExit inside generator.")},
    {0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {(char *) "gi_running", T_BOOL, offsetof(__pyx_CoroutineObject, is_running), READONLY, NULL},
    {(char*) "gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY,
     (char*) PyDoc_STR("object being iterated by 'yield from', or None")},
    {(char*) "gi_code", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_code), READONLY, NULL},
    {0, 0, 0, 0, 0}
};
static PyGetSetDef __pyx_Generator_getsets[] = {
    {(char *) "__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name,
     (char*) PyDoc_STR("name of the generator"), 0},
    {(char *) "__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname,
     (char*) PyDoc_STR("qualified name of the generator"), 0},
    {(char *) "gi_frame", (getter)__Pyx_Coroutine_get_frame, NULL,
     (char*) PyDoc_STR("Frame of the generator"), 0},
    {0, 0, 0, 0, 0}
};
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "generator",
    sizeof(__pyx_CoroutineObject),
    0,
    (destructor) __Pyx_Coroutine_dealloc,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    0,
    (traverseproc) __Pyx_Coroutine_traverse,
    0,
    0,
    offsetof(__pyx_CoroutineObject, gi_weakreflist),
    0,
    (iternextfunc) __Pyx_Generator_Next,
    __pyx_Generator_methods,
    __pyx_Generator_memberlist,
    __pyx_Generator_getsets,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if CYTHON_USE_TP_FINALIZE
    0,
#else
    __Pyx_Coroutine_del,
#endif
    0,
#if CYTHON_USE_TP_FINALIZE
    __Pyx_Coroutine_del,
#elif PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
    0,
#endif
};
static int __pyx_Generator_init(void) {
    __pyx_GeneratorType_type.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
    if (unlikely(!__pyx_GeneratorType)) {
        return -1;
    }
    return 0;
}

/* CheckBinaryVersion */
    static int __Pyx_check_binary_version(void) {
    char ctversion[5];
    int same=1, i, found_dot;
    const char* rt_from_call = Py_GetVersion();
    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    found_dot = 0;
    for (i = 0; i < 4; i++) {
        if (!ctversion[i]) {
            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
            break;
        }
        if (rt_from_call[i] != ctversion[i]) {
            same = 0;
            break;
        }
    }
    if (!same) {
        char rtversion[5] = {'\0'};
        char message[200];
        for (i=0; i<4; ++i) {
            if (rt_from_call[i] == '.') {
                if (found_dot) break;
                found_dot = 1;
            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
                break;
            }
            rtversion[i] = rt_from_call[i];
        }
        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;
}

/* VoidPtrImport */
    #ifndef __PYX_HAVE_RT_ImportVoidPtr
#define __PYX_HAVE_RT_ImportVoidPtr
static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, name);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C variable %.200s",
                PyModule_GetName(module), name);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    *p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, desc);
        goto bad;
    }
    *p = PyCObject_AsVoidPtr(cobj);}
#endif
    if (!(*p))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* FunctionImport */
    #ifndef __PYX_HAVE_RT_ImportFunction
#define __PYX_HAVE_RT_ImportFunction
static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, funcname);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C function %.200s",
                PyModule_GetName(module), funcname);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    tmp.p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, desc);
        goto bad;
    }
    tmp.p = PyCObject_AsVoidPtr(cobj);}
#endif
    *f = tmp.fp;
    if (!(*f))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* InitStrings */
    static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        if (PyObject_Hash(*t->p) == -1)
            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 const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    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
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(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
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } 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 int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
    int retval;
    if (unlikely(!x)) return -1;
    retval = __Pyx_PyObject_IsTrue(x);
    Py_DECREF(x);
    return retval;
}
static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
#if PY_MAJOR_VERSION >= 3
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type %.200s).  "
                "The ability to return an instance of a strict subclass of int "
                "is deprecated, and may be removed in a future version of Python.",
                Py_TYPE(result)->tp_name)) {
            Py_DECREF(result);
            return NULL;
        }
        return result;
    }
#endif
    PyErr_Format(PyExc_TypeError,
                 "__%.4s__ returned non-%.4s (type %.200s)",
                 type_name, type_name, Py_TYPE(result)->tp_name);
    Py_DECREF(result);
    return NULL;
}
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 (likely(PyInt_Check(x) || PyLong_Check(x)))
#else
  if (likely(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 = m->nb_int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = m->nb_long(x);
  }
  #else
  if (likely(m && m->nb_int)) {
    name = "int";
    res = m->nb_int(x);
  }
  #endif
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
    res = PyNumber_Int(x);
  }
#endif
  if (likely(res)) {
#if PY_MAJOR_VERSION < 3
    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
#else
    if (unlikely(!PyLong_CheckExact(res))) {
#endif
        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
    }
  }
  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(b);
  }
#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 Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
#if PY_MAJOR_VERSION < 3
  } else if (likely(PyInt_CheckExact(o))) {
    return PyInt_AS_LONG(o);
#endif
  } else {
    Py_ssize_t ival;
    PyObject *x;
    x = PyNumber_Index(o);
    if (!x) return -1;
    ival = PyInt_AsLong(x);
    Py_DECREF(x);
    return ival;
  }
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
