/* Generated by Cython 0.29.37 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "depends": [
            "C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\arrayobject.h",
            "C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\arrayscalars.h",
            "C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\ndarrayobject.h",
            "C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\ndarraytypes.h",
            "C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include\\numpy\\ufuncobject.h",
            "C:\\Users\\VssAdministrator\\AppData\\Local\\pypa\\cibuildwheel\\Cache\\nuget-cpython\\python.3.11.7\\tools\\Include\\Python.h"
        ],
        "extra_compile_args": [
            "-std=c++11"
        ],
        "include_dirs": [
            "C:\\Users\\VssAdministrator\\AppData\\Local\\Temp\\pip-build-env-j_5kk2xi\\overlay\\Lib\\site-packages\\numpy\\core\\include",
            "C:\\Users\\VssAdministrator\\AppData\\Local\\pypa\\cibuildwheel\\Cache\\nuget-cpython\\python.3.11.7\\tools\\Include"
        ],
        "language": "c++",
        "name": "spacy.morphology",
        "sources": [
            "spacy/morphology.pyx"
        ]
    },
    "module_name": "spacy.morphology"
}
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_37"
#define CYTHON_HEX_VERSION 0x001D25F0
#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
  #if PY_VERSION_HEX < 0x03090000
    #undef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1 && PYPY_VERSION_NUM >= 0x07030C00)
  #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(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 (PY_VERSION_HEX < 0x030C00A5)
  #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) && (PY_VERSION_HEX < 0x030C00A5))
  #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;
};

#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
#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
#else
  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
#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 PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_READY(op)       (0)
  #else
    #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                                0 : _PyUnicode_Ready((PyObject *)(op)))
  #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 PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #else
    #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
  #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__morphology
#define __PYX_HAVE_API__spacy__morphology
/* Early includes */
#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 <stdint.h>
#include "ios"
#include "new"
#include "stdexcept"
#include "typeinfo"
#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 <set>
#include <vector>
#include <unordered_map>
#include <unordered_set>
#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) && !defined(_MSC_VER))
    #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\\morphology.pyx",
  "__init__.pxd",
  "type.pxd",
  "cymem.pxd",
  "maps.pxd",
  "spacy\\strings.pxd",
};

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":688
 * # 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":689
 * 
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":690
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":691
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":695
 * #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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":696
 * 
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":697
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":698
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":702
 * #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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":703
 * 
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":712
 * # 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   longlong_t
 * 
 */
typedef npy_long __pyx_t_5numpy_int_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":713
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":715
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":716
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":718
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":719
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":721
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":722
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */
typedef npy_double __pyx_t_5numpy_double_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":723
 * 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;

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

/* "typedefs.pxd":3
 * from libc.stdint cimport int32_t, uint8_t, uint16_t, uint32_t, uint64_t, uintptr_t
 * 
 * ctypedef float weight_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t
 */
typedef float __pyx_t_5spacy_8typedefs_weight_t;

/* "typedefs.pxd":4
 * 
 * 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":5
 * 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":6
 * 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":7
 * 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":8
 * 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":9
 * ctypedef uint64_t flags_t
 * ctypedef uint16_t len_t
 * ctypedef uint16_t tag_t             # <<<<<<<<<<<<<<
 */
typedef uint16_t __pyx_t_5spacy_8typedefs_tag_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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":725
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":726
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":727
 * 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;

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":729
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;

/* "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;
};
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;
};

/* "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":4
 * 
 * 
 * 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":6
 * 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":10
 * 
 * 
 * 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":26
 * 
 * 
 * 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":36
 * 
 * 
 * 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":60
 * 
 * 
 * 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":69
 * 
 * # 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":88
 * # 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":97
 * 
 * 
 * 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":103
 * 
 * 
 * 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;
};

/* "attrs.pxd":5
 * 
 * 
 * cdef enum attr_id_t:             # <<<<<<<<<<<<<<
 *     NULL_ATTR
 *     IS_ALPHA
 */
enum __pyx_t_5spacy_5attrs_attr_id_t {

  /* "attrs.pxd":96
 *     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
};

/* "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;
};


/* "spacy/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;
};



/* "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, __pyx_t_5spacy_8typedefs_hash_t *);
};
static struct __pyx_vtabstruct_5spacy_7strings_StringStore *__pyx_vtabptr_5spacy_7strings_StringStore;


/* "spacy/morphology.pyx":14
 * 
 * 
 * cdef class Morphology:             # <<<<<<<<<<<<<<
 *     """Store the possible morphological analyses for a language, and index them
 *     by hash.
 */

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;

/* --- 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);

/* 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

/* 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

/* 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);

/* 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

/* 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

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

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

/* 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)  do {\
    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);\
} while(0)
#define __Pyx_GetModuleGlobalNameUncached(var, name)  do {\
    PY_UINT64_T __pyx_dict_version;\
    PyObject *__pyx_dict_cached_value;\
    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
} while(0)
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

/* 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

/* 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);

/* 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

/* 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

/* py_dict_items.proto */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d);

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

/* CallUnboundCMethod0.proto */
static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self);
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CallUnboundCMethod0(cfunc, self)\
    (likely((cfunc)->func) ?\
        (likely((cfunc)->flag == METH_NOARGS) ?  (*((cfunc)->func))(self, NULL) :\
         (PY_VERSION_HEX >= 0x030600B1 && likely((cfunc)->flag == METH_FASTCALL) ?\
            (PY_VERSION_HEX >= 0x030700A0 ?\
                (*(__Pyx_PyCFunctionFast)(void*)(PyCFunction)(cfunc)->func)(self, &__pyx_empty_tuple, 0) :\
                (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)(cfunc)->func)(self, &__pyx_empty_tuple, 0, NULL)) :\
          (PY_VERSION_HEX >= 0x030700A0 && (cfunc)->flag == (METH_FASTCALL | METH_KEYWORDS) ?\
            (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)(cfunc)->func)(self, &__pyx_empty_tuple, 0, NULL) :\
            (likely((cfunc)->flag == (METH_VARARGS | METH_KEYWORDS)) ?  ((*(PyCFunctionWithKeywords)(void*)(PyCFunction)(cfunc)->func)(self, __pyx_empty_tuple, NULL)) :\
               ((cfunc)->flag == METH_VARARGS ?  (*((cfunc)->func))(self, __pyx_empty_tuple) :\
               __Pyx__CallUnboundCMethod0(cfunc, self)))))) :\
        __Pyx__CallUnboundCMethod0(cfunc, self))
#else
#define __Pyx_CallUnboundCMethod0(cfunc, self)  __Pyx__CallUnboundCMethod0(cfunc, self)
#endif

/* 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));
}

/* 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

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

/* 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);

/* 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

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

/* 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

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

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

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

/* 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);

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto_0_29_37
#define __PYX_HAVE_RT_ImportType_proto_0_29_37
#if __STDC_VERSION__ >= 201112L
#include <stdalign.h>
#endif
#if __STDC_VERSION__ >= 201112L || __cplusplus >= 201103L
#define __PYX_GET_STRUCT_ALIGNMENT_0_29_37(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_0_29_37(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_0_29_37 {
   __Pyx_ImportType_CheckSize_Error_0_29_37 = 0,
   __Pyx_ImportType_CheckSize_Warn_0_29_37 = 1,
   __Pyx_ImportType_CheckSize_Ignore_0_29_37 = 2
};
static PyTypeObject *__Pyx_ImportType_0_29_37(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_0_29_37 check_size);
#endif

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

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

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

/* GetNameInClass.proto */
#define __Pyx_GetNameInClass(var, nmspace, name)  (var) = __Pyx__GetNameInClass(nmspace, name)
static PyObject *__Pyx__GetNameInClass(PyObject *nmspace, PyObject *name);

/* 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

/* 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

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

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

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

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum____pyx_t_5spacy_5attrs_attr_id_t(enum __pyx_t_5spacy_5attrs_attr_id_t value);

/* 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 long __Pyx_PyInt_As_long(PyObject *);

/* 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)

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

/* FunctionExport.proto */
static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig);

/* FunctionImport.proto */
static int __Pyx_ImportFunction_0_29_37(PyObject *module, const char *funcname, void (**f)(void), const char *sig);

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

static struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_f_5spacy_10morphology_10Morphology_create_morph_tag(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_field_feature_pairs); /* proto*/
static int __pyx_f_5spacy_10morphology_10Morphology_insert(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_v_tag); /* 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 '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 'libc.stdint' */

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

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

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

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

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

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

/* Module declarations from 'spacy.strings' */
static PyTypeObject *__pyx_ptype_5spacy_7strings_StringStore = 0;

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

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

/* Module declarations from 'spacy' */

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

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

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

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

/* Module declarations from 'spacy.morphology' */
static PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphology = 0;
static int __pyx_f_5spacy_10morphology_get_n_by_field(__pyx_t_5spacy_8typedefs_attr_t *, struct __pyx_t_5spacy_7structs_MorphAnalysisC const *, __pyx_t_5spacy_8typedefs_attr_t); /*proto*/
#define __Pyx_MODULE_NAME "spacy.morphology"
extern int __pyx_module_is_main_spacy__morphology;
int __pyx_module_is_main_spacy__morphology = 0;

/* Implementation of 'spacy.morphology' */
static PyObject *__pyx_builtin_staticmethod;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_ImportError;
static const char __pyx_k_[] = "";
static const char __pyx_k__4[] = "|";
static const char __pyx_k__5[] = "=";
static const char __pyx_k__6[] = ",";
static const char __pyx_k__7[] = "_";
static const char __pyx_k_IDS[] = "IDS";
static const char __pyx_k_POS[] = "POS";
static const char __pyx_k_add[] = "add";
static const char __pyx_k_get[] = "get";
static const char __pyx_k_tag[] = "tag";
static const char __pyx_k_W100[] = "W100";
static const char __pyx_k_feat[] = "feat";
static const char __pyx_k_join[] = "join";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_name[] = "__name__";
static const char __pyx_k_tags[] = "tags";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_warn[] = "warn";
static const char __pyx_k_NAMES[] = "NAMES";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_feats[] = "feats";
static const char __pyx_k_field[] = "field";
static const char __pyx_k_items[] = "items";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_split[] = "split";
static const char __pyx_k_upper[] = "upper";
static const char __pyx_k_zeros[] = "zeros";
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_uint64[] = "uint64";
static const char __pyx_k_values[] = "values";
static const char __pyx_k_POS_IDS[] = "POS_IDS";
static const char __pyx_k_feature[] = "feature";
static const char __pyx_k_strings[] = "strings";
static const char __pyx_k_symbols[] = "symbols";
static const char __pyx_k_Warnings[] = "Warnings";
static const char __pyx_k_warnings[] = "warnings";
static const char __pyx_k_FIELD_SEP[] = "FIELD_SEP";
static const char __pyx_k_VALUE_SEP[] = "VALUE_SEP";
static const char __pyx_k_as_string[] = "as_string";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_Morphology[] = "Morphology";
static const char __pyx_k_feats_dict[] = "feats_dict";
static const char __pyx_k_morphology[] = "morphology";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_EMPTY_MORPH[] = "EMPTY_MORPH";
static const char __pyx_k_FEATURE_SEP[] = "FEATURE_SEP";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_staticmethod[] = "staticmethod";
static const char __pyx_k_dict_to_feats[] = "dict_to_feats";
static const char __pyx_k_feats_to_dict[] = "feats_to_dict";
static const char __pyx_k_normalize_attrs[] = "normalize_attrs";
static const char __pyx_k_parts_of_speech[] = "parts_of_speech";
static const char __pyx_k_spacy_morphology[] = "spacy.morphology";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_normalize_features[] = "normalize_features";
static const char __pyx_k_unpickle_morphology[] = "unpickle_morphology";
static const char __pyx_k_spacy_morphology_pyx[] = "spacy\\morphology.pyx";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
static PyObject *__pyx_kp_s_;
static PyObject *__pyx_n_s_EMPTY_MORPH;
static PyObject *__pyx_n_s_FEATURE_SEP;
static PyObject *__pyx_n_s_FIELD_SEP;
static PyObject *__pyx_n_s_IDS;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_n_s_Morphology;
static PyObject *__pyx_n_s_NAMES;
static PyObject *__pyx_n_s_POS;
static PyObject *__pyx_n_s_POS_IDS;
static PyObject *__pyx_n_s_VALUE_SEP;
static PyObject *__pyx_n_s_W100;
static PyObject *__pyx_n_s_Warnings;
static PyObject *__pyx_kp_s__4;
static PyObject *__pyx_kp_s__5;
static PyObject *__pyx_kp_s__6;
static PyObject *__pyx_n_s__7;
static PyObject *__pyx_n_s_add;
static PyObject *__pyx_n_s_as_string;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_dict_to_feats;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_errors;
static PyObject *__pyx_n_s_feat;
static PyObject *__pyx_n_s_feats;
static PyObject *__pyx_n_s_feats_dict;
static PyObject *__pyx_n_s_feats_to_dict;
static PyObject *__pyx_n_s_feature;
static PyObject *__pyx_n_s_field;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_get;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_items;
static PyObject *__pyx_n_s_join;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_morphology;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_normalize_attrs;
static PyObject *__pyx_n_s_normalize_features;
static PyObject *__pyx_n_s_numpy;
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_parts_of_speech;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_spacy_morphology;
static PyObject *__pyx_kp_s_spacy_morphology_pyx;
static PyObject *__pyx_n_s_split;
static PyObject *__pyx_n_s_staticmethod;
static PyObject *__pyx_n_s_strings;
static PyObject *__pyx_n_s_symbols;
static PyObject *__pyx_n_s_tag;
static PyObject *__pyx_n_s_tags;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_uint64;
static PyObject *__pyx_n_s_unpickle_morphology;
static PyObject *__pyx_n_s_upper;
static PyObject *__pyx_n_s_values;
static PyObject *__pyx_n_s_warn;
static PyObject *__pyx_n_s_warnings;
static PyObject *__pyx_n_s_zeros;
static int __pyx_pf_5spacy_10morphology_10Morphology___init__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, struct __pyx_obj_5spacy_7strings_StringStore *__pyx_v_strings); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_2__reduce__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_4add(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_features); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_6normalize_features(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_features); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_8normalize_attrs(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_attrs); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_10get(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_morph); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_12feats_to_dict(PyObject *__pyx_v_feats); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_14dict_to_feats(PyObject *__pyx_v_feats_dict); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_3mem___get__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_7strings___get__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_10morphology_unpickle_morphology(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_strings, PyObject *__pyx_v_tags); /* proto */
static PyObject *__pyx_tp_new_5spacy_10morphology_Morphology(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_items = {0, &__pyx_n_s_items, 0, 0, 0};
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1;
static PyObject *__pyx_tuple__2;
static PyObject *__pyx_tuple__3;
static PyObject *__pyx_tuple__8;
static PyObject *__pyx_tuple__10;
static PyObject *__pyx_tuple__12;
static PyObject *__pyx_codeobj__9;
static PyObject *__pyx_codeobj__11;
static PyObject *__pyx_codeobj__13;
/* Late includes */

/* "spacy/morphology.pyx":28
 *     EMPTY_MORPH = symbols.NAMES[symbols._]
 * 
 *     def __init__(self, StringStore strings):             # <<<<<<<<<<<<<<
 *         self.mem = Pool()
 *         self.strings = strings
 */

/* Python wrapper */
static int __pyx_pw_5spacy_10morphology_10Morphology_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_5spacy_10morphology_10Morphology_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5spacy_7strings_StringStore *__pyx_v_strings = 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_strings,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_strings)) != 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(0, 28, __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_strings = ((struct __pyx_obj_5spacy_7strings_StringStore *)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(0, 28, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.morphology.Morphology.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_strings), __pyx_ptype_5spacy_7strings_StringStore, 1, "strings", 0))) __PYX_ERR(0, 28, __pyx_L1_error)
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology___init__(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self), __pyx_v_strings);

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

static int __pyx_pf_5spacy_10morphology_10Morphology___init__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, struct __pyx_obj_5spacy_7strings_StringStore *__pyx_v_strings) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "spacy/morphology.pyx":29
 * 
 *     def __init__(self, StringStore strings):
 *         self.mem = Pool()             # <<<<<<<<<<<<<<
 *         self.strings = strings
 *         self.tags = PreshMap()
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_5cymem_5cymem_Pool)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 29, __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/morphology.pyx":30
 *     def __init__(self, StringStore strings):
 *         self.mem = Pool()
 *         self.strings = strings             # <<<<<<<<<<<<<<
 *         self.tags = PreshMap()
 * 
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_strings));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_strings));
  __Pyx_GOTREF(__pyx_v_self->strings);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->strings));
  __pyx_v_self->strings = __pyx_v_strings;

  /* "spacy/morphology.pyx":31
 *         self.mem = Pool()
 *         self.strings = strings
 *         self.tags = PreshMap()             # <<<<<<<<<<<<<<
 * 
 *     def __reduce__(self):
 */
  __pyx_t_1 = __Pyx_PyObject_CallNoArg(((PyObject *)__pyx_ptype_7preshed_4maps_PreshMap)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 31, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->tags);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->tags));
  __pyx_v_self->tags = ((struct __pyx_obj_7preshed_4maps_PreshMap *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":28
 *     EMPTY_MORPH = symbols.NAMES[symbols._]
 * 
 *     def __init__(self, StringStore strings):             # <<<<<<<<<<<<<<
 *         self.mem = Pool()
 *         self.strings = strings
 */

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

/* "spacy/morphology.pyx":33
 *         self.tags = PreshMap()
 * 
 *     def __reduce__(self):             # <<<<<<<<<<<<<<
 *         tags = set([self.get(self.strings[s]) for s in self.strings])
 *         tags -= set([""])
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_3__reduce__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static char __pyx_doc_5spacy_10morphology_10Morphology_2__reduce__[] = "Morphology.__reduce__(self)";
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_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_10morphology_10Morphology_2__reduce__(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_2__reduce__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self) {
  PyObject *__pyx_v_tags = NULL;
  PyObject *__pyx_v_s = NULL;
  PyObject *__pyx_r = NULL;
  __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;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__reduce__", 0);

  /* "spacy/morphology.pyx":34
 * 
 *     def __reduce__(self):
 *         tags = set([self.get(self.strings[s]) for s in self.strings])             # <<<<<<<<<<<<<<
 *         tags -= set([""])
 *         return (unpickle_morphology, (self.strings, sorted(tags)), None, None)
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (likely(PyList_CheckExact(((PyObject *)__pyx_v_self->strings))) || PyTuple_CheckExact(((PyObject *)__pyx_v_self->strings))) {
    __pyx_t_2 = ((PyObject *)__pyx_v_self->strings); __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
    __pyx_t_4 = NULL;
  } else {
    __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(((PyObject *)__pyx_v_self->strings)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 34, __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, 34, __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, 34, __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, 34, __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, 34, __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, 34, __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, 34, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_5);
    }
    __Pyx_XDECREF_SET(__pyx_v_s, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_get); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 34, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_self->strings), __pyx_v_s); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 34, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_8)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_8);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
      }
    }
    __pyx_t_5 = (__pyx_t_8) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_8, __pyx_t_7) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_7);
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 34, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_5))) __PYX_ERR(0, 34, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PySet_New(__pyx_t_1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 34, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_tags = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "spacy/morphology.pyx":35
 *     def __reduce__(self):
 *         tags = set([self.get(self.strings[s]) for s in self.strings])
 *         tags -= set([""])             # <<<<<<<<<<<<<<
 *         return (unpickle_morphology, (self.strings, sorted(tags)), None, None)
 * 
 */
  __pyx_t_2 = PySet_New(0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 35, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PySet_Add(__pyx_t_2, __pyx_kp_s_) < 0) __PYX_ERR(0, 35, __pyx_L1_error)
  __pyx_t_1 = PyNumber_InPlaceSubtract(__pyx_v_tags, __pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 35, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF_SET(__pyx_v_tags, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":36
 *         tags = set([self.get(self.strings[s]) for s in self.strings])
 *         tags -= set([""])
 *         return (unpickle_morphology, (self.strings, sorted(tags)), None, None)             # <<<<<<<<<<<<<<
 * 
 *     def add(self, features):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_unpickle_morphology); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = PySequence_List(__pyx_v_tags); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = ((PyObject*)__pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_9 = PyList_Sort(__pyx_t_2); if (unlikely(__pyx_t_9 == ((int)-1))) __PYX_ERR(0, 36, __pyx_L1_error)
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->strings));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self->strings));
  PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_self->strings));
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 36, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_5);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  PyTuple_SET_ITEM(__pyx_t_2, 2, Py_None);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  PyTuple_SET_ITEM(__pyx_t_2, 3, Py_None);
  __pyx_t_1 = 0;
  __pyx_t_5 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":33
 *         self.tags = PreshMap()
 * 
 *     def __reduce__(self):             # <<<<<<<<<<<<<<
 *         tags = set([self.get(self.strings[s]) for s in self.strings])
 *         tags -= set([""])
 */

  /* function exit code */
  __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.morphology.Morphology.__reduce__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_tags);
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":38
 *         return (unpickle_morphology, (self.strings, sorted(tags)), None, None)
 * 
 *     def add(self, features):             # <<<<<<<<<<<<<<
 *         """Insert a morphological analysis in the morphology table, if not
 *         already present. The morphological analysis may be provided in the UD
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_5add(PyObject *__pyx_v_self, PyObject *__pyx_v_features); /*proto*/
static char __pyx_doc_5spacy_10morphology_10Morphology_4add[] = "Morphology.add(self, features)\nInsert a morphological analysis in the morphology table, if not\n        already present. The morphological analysis may be provided in the UD\n        FEATS format as a string or in the tag map dict format.\n        Returns the hash of the new analysis.\n        ";
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_5add(PyObject *__pyx_v_self, PyObject *__pyx_v_features) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("add (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_4add(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self), ((PyObject *)__pyx_v_features));

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_4add(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_features) {
  struct __pyx_t_5spacy_7structs_MorphAnalysisC *__pyx_v_tag_ptr;
  PyObject *__pyx_v_string_features = NULL;
  PyObject *__pyx_v_field_feature_pairs = NULL;
  PyObject *__pyx_v_field = NULL;
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_v_value = NULL;
  struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_v_tag;
  PyObject *__pyx_v_norm_feats_string = NULL;
  PyObject *__pyx_7genexpr__pyx_v_field = NULL;
  PyObject *__pyx_7genexpr__pyx_v_values = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  __pyx_t_5spacy_8typedefs_hash_t __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *(*__pyx_t_10)(PyObject *);
  PyObject *__pyx_t_11 = NULL;
  PyObject *(*__pyx_t_12)(PyObject *);
  int __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  PyObject *__pyx_t_15 = NULL;
  struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_t_16;
  int __pyx_t_17;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("add", 0);
  __Pyx_INCREF(__pyx_v_features);

  /* "spacy/morphology.pyx":45
 *         """
 *         cdef MorphAnalysisC* tag_ptr
 *         if isinstance(features, str):             # <<<<<<<<<<<<<<
 *             if features == "":
 *                 features = self.EMPTY_MORPH
 */
  __pyx_t_1 = PyString_Check(__pyx_v_features); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "spacy/morphology.pyx":46
 *         cdef MorphAnalysisC* tag_ptr
 *         if isinstance(features, str):
 *             if features == "":             # <<<<<<<<<<<<<<
 *                 features = self.EMPTY_MORPH
 *             tag_ptr = <MorphAnalysisC*>self.tags.get(<hash_t>self.strings[features])
 */
    __pyx_t_2 = (__Pyx_PyString_Equals(__pyx_v_features, __pyx_kp_s_, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 46, __pyx_L1_error)
    if (__pyx_t_2) {

      /* "spacy/morphology.pyx":47
 *         if isinstance(features, str):
 *             if features == "":
 *                 features = self.EMPTY_MORPH             # <<<<<<<<<<<<<<
 *             tag_ptr = <MorphAnalysisC*>self.tags.get(<hash_t>self.strings[features])
 *             if tag_ptr != NULL:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_EMPTY_MORPH); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 47, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF_SET(__pyx_v_features, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "spacy/morphology.pyx":46
 *         cdef MorphAnalysisC* tag_ptr
 *         if isinstance(features, str):
 *             if features == "":             # <<<<<<<<<<<<<<
 *                 features = self.EMPTY_MORPH
 *             tag_ptr = <MorphAnalysisC*>self.tags.get(<hash_t>self.strings[features])
 */
    }

    /* "spacy/morphology.pyx":48
 *             if features == "":
 *                 features = self.EMPTY_MORPH
 *             tag_ptr = <MorphAnalysisC*>self.tags.get(<hash_t>self.strings[features])             # <<<<<<<<<<<<<<
 *             if tag_ptr != NULL:
 *                 return tag_ptr.key
 */
    __pyx_t_3 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_self->strings), __pyx_v_features); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 48, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyInt_As_uint64_t(__pyx_t_3); if (unlikely((__pyx_t_4 == ((uint64_t)-1)) && PyErr_Occurred())) __PYX_ERR(0, 48, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_tag_ptr = ((struct __pyx_t_5spacy_7structs_MorphAnalysisC *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->tags->__pyx_vtab)->get(__pyx_v_self->tags, ((__pyx_t_5spacy_8typedefs_hash_t)__pyx_t_4)));

    /* "spacy/morphology.pyx":49
 *                 features = self.EMPTY_MORPH
 *             tag_ptr = <MorphAnalysisC*>self.tags.get(<hash_t>self.strings[features])
 *             if tag_ptr != NULL:             # <<<<<<<<<<<<<<
 *                 return tag_ptr.key
 *             features = self.feats_to_dict(features)
 */
    __pyx_t_2 = ((__pyx_v_tag_ptr != NULL) != 0);
    if (__pyx_t_2) {

      /* "spacy/morphology.pyx":50
 *             tag_ptr = <MorphAnalysisC*>self.tags.get(<hash_t>self.strings[features])
 *             if tag_ptr != NULL:
 *                 return tag_ptr.key             # <<<<<<<<<<<<<<
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_3 = __Pyx_PyInt_From_uint64_t(__pyx_v_tag_ptr->key); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 50, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_r = __pyx_t_3;
      __pyx_t_3 = 0;
      goto __pyx_L0;

      /* "spacy/morphology.pyx":49
 *                 features = self.EMPTY_MORPH
 *             tag_ptr = <MorphAnalysisC*>self.tags.get(<hash_t>self.strings[features])
 *             if tag_ptr != NULL:             # <<<<<<<<<<<<<<
 *                 return tag_ptr.key
 *             features = self.feats_to_dict(features)
 */
    }

    /* "spacy/morphology.pyx":51
 *             if tag_ptr != NULL:
 *                 return tag_ptr.key
 *             features = self.feats_to_dict(features)             # <<<<<<<<<<<<<<
 *         if not isinstance(features, dict):
 *             warnings.warn(Warnings.W100.format(feature=features))
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_feats_to_dict); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 51, __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_v_features) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_features);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 51, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF_SET(__pyx_v_features, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":45
 *         """
 *         cdef MorphAnalysisC* tag_ptr
 *         if isinstance(features, str):             # <<<<<<<<<<<<<<
 *             if features == "":
 *                 features = self.EMPTY_MORPH
 */
  }

  /* "spacy/morphology.pyx":52
 *                 return tag_ptr.key
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):             # <<<<<<<<<<<<<<
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}
 */
  __pyx_t_2 = PyDict_Check(__pyx_v_features); 
  __pyx_t_1 = ((!(__pyx_t_2 != 0)) != 0);
  if (__pyx_t_1) {

    /* "spacy/morphology.pyx":53
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):
 *             warnings.warn(Warnings.W100.format(feature=features))             # <<<<<<<<<<<<<<
 *             features = {}
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}
 */
    __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_warnings); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_warn); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_GetModuleGlobalName(__pyx_t_5, __pyx_n_s_Warnings); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_W100); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_format); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_feature, __pyx_v_features) < 0) __PYX_ERR(0, 53, __pyx_L1_error)
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_empty_tuple, __pyx_t_7); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = NULL;
    if (CYTHON_UNPACK_METHODS && unlikely(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_3 = (__pyx_t_7) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_7, __pyx_t_8) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_8);
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 53, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":54
 *         if not isinstance(features, dict):
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}             # <<<<<<<<<<<<<<
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}
 *         # intified ("Field", "Field=Value") pairs
 */
    __pyx_t_3 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 54, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF_SET(__pyx_v_features, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":52
 *                 return tag_ptr.key
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):             # <<<<<<<<<<<<<<
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}
 */
  }

  /* "spacy/morphology.pyx":55
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}             # <<<<<<<<<<<<<<
 *         # intified ("Field", "Field=Value") pairs
 *         field_feature_pairs = []
 */
  { /* enter inner scope */
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 55, __pyx_L9_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_features, __pyx_n_s_items); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 55, __pyx_L9_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_7 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_8);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_8, function);
      }
    }
    __pyx_t_6 = (__pyx_t_7) ? __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_7) : __Pyx_PyObject_CallNoArg(__pyx_t_8);
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 55, __pyx_L9_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (likely(PyList_CheckExact(__pyx_t_6)) || PyTuple_CheckExact(__pyx_t_6)) {
      __pyx_t_8 = __pyx_t_6; __Pyx_INCREF(__pyx_t_8); __pyx_t_9 = 0;
      __pyx_t_10 = NULL;
    } else {
      __pyx_t_9 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 55, __pyx_L9_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_10 = Py_TYPE(__pyx_t_8)->tp_iternext; if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 55, __pyx_L9_error)
    }
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    for (;;) {
      if (likely(!__pyx_t_10)) {
        if (likely(PyList_CheckExact(__pyx_t_8))) {
          if (__pyx_t_9 >= PyList_GET_SIZE(__pyx_t_8)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_6 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_9); __Pyx_INCREF(__pyx_t_6); __pyx_t_9++; if (unlikely(0 < 0)) __PYX_ERR(0, 55, __pyx_L9_error)
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_8, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 55, __pyx_L9_error)
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        } else {
          if (__pyx_t_9 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_9); __Pyx_INCREF(__pyx_t_6); __pyx_t_9++; if (unlikely(0 < 0)) __PYX_ERR(0, 55, __pyx_L9_error)
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_8, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 55, __pyx_L9_error)
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        }
      } else {
        __pyx_t_6 = __pyx_t_10(__pyx_t_8);
        if (unlikely(!__pyx_t_6)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 55, __pyx_L9_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_6);
      }
      if ((likely(PyTuple_CheckExact(__pyx_t_6))) || (PyList_CheckExact(__pyx_t_6))) {
        PyObject* sequence = __pyx_t_6;
        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, 55, __pyx_L9_error)
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        if (likely(PyTuple_CheckExact(sequence))) {
          __pyx_t_7 = PyTuple_GET_ITEM(sequence, 0); 
          __pyx_t_5 = PyTuple_GET_ITEM(sequence, 1); 
        } else {
          __pyx_t_7 = PyList_GET_ITEM(sequence, 0); 
          __pyx_t_5 = PyList_GET_ITEM(sequence, 1); 
        }
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_5);
        #else
        __pyx_t_7 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 55, __pyx_L9_error)
        __Pyx_GOTREF(__pyx_t_7);
        __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 55, __pyx_L9_error)
        __Pyx_GOTREF(__pyx_t_5);
        #endif
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      } else {
        Py_ssize_t index = -1;
        __pyx_t_11 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 55, __pyx_L9_error)
        __Pyx_GOTREF(__pyx_t_11);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __pyx_t_12 = Py_TYPE(__pyx_t_11)->tp_iternext;
        index = 0; __pyx_t_7 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_7)) goto __pyx_L12_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_7);
        index = 1; __pyx_t_5 = __pyx_t_12(__pyx_t_11); if (unlikely(!__pyx_t_5)) goto __pyx_L12_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_5);
        if (__Pyx_IternextUnpackEndCheck(__pyx_t_12(__pyx_t_11), 2) < 0) __PYX_ERR(0, 55, __pyx_L9_error)
        __pyx_t_12 = NULL;
        __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        goto __pyx_L13_unpacking_done;
        __pyx_L12_unpacking_failed:;
        __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        __pyx_t_12 = NULL;
        if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
        __PYX_ERR(0, 55, __pyx_L9_error)
        __pyx_L13_unpacking_done:;
      }
      __Pyx_XDECREF_SET(__pyx_7genexpr__pyx_v_field, __pyx_t_7);
      __pyx_t_7 = 0;
      __Pyx_XDECREF_SET(__pyx_7genexpr__pyx_v_values, __pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_as_string); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 55, __pyx_L9_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_6 = (__pyx_t_7) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_7, __pyx_7genexpr__pyx_v_field) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_7genexpr__pyx_v_field);
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
      if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 55, __pyx_L9_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_as_string); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 55, __pyx_L9_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_11 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_7))) {
        __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_7);
        if (likely(__pyx_t_11)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
          __Pyx_INCREF(__pyx_t_11);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_7, function);
        }
      }
      __pyx_t_5 = (__pyx_t_11) ? __Pyx_PyObject_Call2Args(__pyx_t_7, __pyx_t_11, __pyx_7genexpr__pyx_v_values) : __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_7genexpr__pyx_v_values);
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 55, __pyx_L9_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      if (unlikely(PyDict_SetItem(__pyx_t_3, (PyObject*)__pyx_t_6, (PyObject*)__pyx_t_5))) __PYX_ERR(0, 55, __pyx_L9_error)
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_7genexpr__pyx_v_field); __pyx_7genexpr__pyx_v_field = 0;
    __Pyx_XDECREF(__pyx_7genexpr__pyx_v_values); __pyx_7genexpr__pyx_v_values = 0;
    goto __pyx_L14_exit_scope;
    __pyx_L9_error:;
    __Pyx_XDECREF(__pyx_7genexpr__pyx_v_field); __pyx_7genexpr__pyx_v_field = 0;
    __Pyx_XDECREF(__pyx_7genexpr__pyx_v_values); __pyx_7genexpr__pyx_v_values = 0;
    goto __pyx_L1_error;
    __pyx_L14_exit_scope:;
  } /* exit inner scope */
  __pyx_v_string_features = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "spacy/morphology.pyx":57
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}
 *         # intified ("Field", "Field=Value") pairs
 *         field_feature_pairs = []             # <<<<<<<<<<<<<<
 *         for field in sorted(string_features):
 *             values = string_features[field]
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 57, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_field_feature_pairs = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "spacy/morphology.pyx":58
 *         # intified ("Field", "Field=Value") pairs
 *         field_feature_pairs = []
 *         for field in sorted(string_features):             # <<<<<<<<<<<<<<
 *             values = string_features[field]
 *             for value in values.split(self.VALUE_SEP):
 */
  __pyx_t_8 = PySequence_List(__pyx_v_string_features); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 58, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_3 = ((PyObject*)__pyx_t_8);
  __pyx_t_8 = 0;
  __pyx_t_13 = PyList_Sort(__pyx_t_3); if (unlikely(__pyx_t_13 == ((int)-1))) __PYX_ERR(0, 58, __pyx_L1_error)
  if (unlikely(__pyx_t_3 == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    __PYX_ERR(0, 58, __pyx_L1_error)
  }
  __pyx_t_8 = __pyx_t_3; __Pyx_INCREF(__pyx_t_8); __pyx_t_9 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  for (;;) {
    if (__pyx_t_9 >= PyList_GET_SIZE(__pyx_t_8)) break;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    __pyx_t_3 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_9); __Pyx_INCREF(__pyx_t_3); __pyx_t_9++; if (unlikely(0 < 0)) __PYX_ERR(0, 58, __pyx_L1_error)
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_8, __pyx_t_9); __pyx_t_9++; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 58, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_field, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":59
 *         field_feature_pairs = []
 *         for field in sorted(string_features):
 *             values = string_features[field]             # <<<<<<<<<<<<<<
 *             for value in values.split(self.VALUE_SEP):
 *                 field_feature_pairs.append((
 */
    __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_v_string_features, __pyx_v_field); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 59, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_values, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":60
 *         for field in sorted(string_features):
 *             values = string_features[field]
 *             for value in values.split(self.VALUE_SEP):             # <<<<<<<<<<<<<<
 *                 field_feature_pairs.append((
 *                     self.strings.add(field),
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_split); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 60, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 60, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __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_Call2Args(__pyx_t_5, __pyx_t_7, __pyx_t_6) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_6);
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 60, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (likely(PyList_CheckExact(__pyx_t_3)) || PyTuple_CheckExact(__pyx_t_3)) {
      __pyx_t_5 = __pyx_t_3; __Pyx_INCREF(__pyx_t_5); __pyx_t_14 = 0;
      __pyx_t_10 = NULL;
    } else {
      __pyx_t_14 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 60, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_10 = Py_TYPE(__pyx_t_5)->tp_iternext; if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 60, __pyx_L1_error)
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    for (;;) {
      if (likely(!__pyx_t_10)) {
        if (likely(PyList_CheckExact(__pyx_t_5))) {
          if (__pyx_t_14 >= 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_14); __Pyx_INCREF(__pyx_t_3); __pyx_t_14++; if (unlikely(0 < 0)) __PYX_ERR(0, 60, __pyx_L1_error)
          #else
          __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_14); __pyx_t_14++; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 60, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_3);
          #endif
        } else {
          if (__pyx_t_14 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_14); __Pyx_INCREF(__pyx_t_3); __pyx_t_14++; if (unlikely(0 < 0)) __PYX_ERR(0, 60, __pyx_L1_error)
          #else
          __pyx_t_3 = PySequence_ITEM(__pyx_t_5, __pyx_t_14); __pyx_t_14++; if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 60, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_3);
          #endif
        }
      } else {
        __pyx_t_3 = __pyx_t_10(__pyx_t_5);
        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, 60, __pyx_L1_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_3);
      }
      __Pyx_XDECREF_SET(__pyx_v_value, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "spacy/morphology.pyx":62
 *             for value in values.split(self.VALUE_SEP):
 *                 field_feature_pairs.append((
 *                     self.strings.add(field),             # <<<<<<<<<<<<<<
 *                     self.strings.add(field + self.FIELD_SEP + value),
 *                 ))
 */
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_add); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 62, __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_3 = (__pyx_t_7) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_7, __pyx_v_field) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_v_field);
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 62, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

      /* "spacy/morphology.pyx":63
 *                 field_feature_pairs.append((
 *                     self.strings.add(field),
 *                     self.strings.add(field + self.FIELD_SEP + value),             # <<<<<<<<<<<<<<
 *                 ))
 *         cdef MorphAnalysisC tag = self.create_morph_tag(field_feature_pairs)
 */
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_add); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 63, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_11 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_FIELD_SEP); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 63, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_11);
      __pyx_t_15 = PyNumber_Add(__pyx_v_field, __pyx_t_11); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 63, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_15);
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __pyx_t_11 = PyNumber_Add(__pyx_t_15, __pyx_v_value); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 63, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_11);
      __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
      __pyx_t_15 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_7))) {
        __pyx_t_15 = PyMethod_GET_SELF(__pyx_t_7);
        if (likely(__pyx_t_15)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
          __Pyx_INCREF(__pyx_t_15);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_7, function);
        }
      }
      __pyx_t_6 = (__pyx_t_15) ? __Pyx_PyObject_Call2Args(__pyx_t_7, __pyx_t_15, __pyx_t_11) : __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_11);
      __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 63, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

      /* "spacy/morphology.pyx":62
 *             for value in values.split(self.VALUE_SEP):
 *                 field_feature_pairs.append((
 *                     self.strings.add(field),             # <<<<<<<<<<<<<<
 *                     self.strings.add(field + self.FIELD_SEP + value),
 *                 ))
 */
      __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 62, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_6);
      PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6);
      __pyx_t_3 = 0;
      __pyx_t_6 = 0;

      /* "spacy/morphology.pyx":61
 *             values = string_features[field]
 *             for value in values.split(self.VALUE_SEP):
 *                 field_feature_pairs.append((             # <<<<<<<<<<<<<<
 *                     self.strings.add(field),
 *                     self.strings.add(field + self.FIELD_SEP + value),
 */
      __pyx_t_13 = __Pyx_PyList_Append(__pyx_v_field_feature_pairs, __pyx_t_7); if (unlikely(__pyx_t_13 == ((int)-1))) __PYX_ERR(0, 61, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

      /* "spacy/morphology.pyx":60
 *         for field in sorted(string_features):
 *             values = string_features[field]
 *             for value in values.split(self.VALUE_SEP):             # <<<<<<<<<<<<<<
 *                 field_feature_pairs.append((
 *                     self.strings.add(field),
 */
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "spacy/morphology.pyx":58
 *         # intified ("Field", "Field=Value") pairs
 *         field_feature_pairs = []
 *         for field in sorted(string_features):             # <<<<<<<<<<<<<<
 *             values = string_features[field]
 *             for value in values.split(self.VALUE_SEP):
 */
  }
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "spacy/morphology.pyx":65
 *                     self.strings.add(field + self.FIELD_SEP + value),
 *                 ))
 *         cdef MorphAnalysisC tag = self.create_morph_tag(field_feature_pairs)             # <<<<<<<<<<<<<<
 *         # the hash key for the tag is either the hash of the normalized UFEATS
 *         # string or the hash of an empty placeholder
 */
  __pyx_t_16 = ((struct __pyx_vtabstruct_5spacy_10morphology_Morphology *)__pyx_v_self->__pyx_vtab)->create_morph_tag(__pyx_v_self, __pyx_v_field_feature_pairs); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 65, __pyx_L1_error)
  __pyx_v_tag = __pyx_t_16;

  /* "spacy/morphology.pyx":68
 *         # the hash key for the tag is either the hash of the normalized UFEATS
 *         # string or the hash of an empty placeholder
 *         norm_feats_string = self.normalize_features(features)             # <<<<<<<<<<<<<<
 *         tag.key = self.strings.add(norm_feats_string)
 *         self.insert(tag)
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_normalize_features); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 68, __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_8 = (__pyx_t_7) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_7, __pyx_v_features) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_features);
  __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 68, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_norm_feats_string = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "spacy/morphology.pyx":69
 *         # string or the hash of an empty placeholder
 *         norm_feats_string = self.normalize_features(features)
 *         tag.key = self.strings.add(norm_feats_string)             # <<<<<<<<<<<<<<
 *         self.insert(tag)
 *         return tag.key
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_add); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 69, __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_8 = (__pyx_t_7) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_7, __pyx_v_norm_feats_string) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_norm_feats_string);
  __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 69, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_4 = __Pyx_PyInt_As_uint64_t(__pyx_t_8); if (unlikely((__pyx_t_4 == ((uint64_t)-1)) && PyErr_Occurred())) __PYX_ERR(0, 69, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_v_tag.key = __pyx_t_4;

  /* "spacy/morphology.pyx":70
 *         norm_feats_string = self.normalize_features(features)
 *         tag.key = self.strings.add(norm_feats_string)
 *         self.insert(tag)             # <<<<<<<<<<<<<<
 *         return tag.key
 * 
 */
  __pyx_t_17 = ((struct __pyx_vtabstruct_5spacy_10morphology_Morphology *)__pyx_v_self->__pyx_vtab)->insert(__pyx_v_self, __pyx_v_tag); if (unlikely(__pyx_t_17 == ((int)-1))) __PYX_ERR(0, 70, __pyx_L1_error)

  /* "spacy/morphology.pyx":71
 *         tag.key = self.strings.add(norm_feats_string)
 *         self.insert(tag)
 *         return tag.key             # <<<<<<<<<<<<<<
 * 
 *     def normalize_features(self, features):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_8 = __Pyx_PyInt_From_uint64_t(__pyx_v_tag.key); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 71, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_r = __pyx_t_8;
  __pyx_t_8 = 0;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":38
 *         return (unpickle_morphology, (self.strings, sorted(tags)), None, None)
 * 
 *     def add(self, features):             # <<<<<<<<<<<<<<
 *         """Insert a morphological analysis in the morphology table, if not
 *         already present. The morphological analysis may be provided in the UD
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_15);
  __Pyx_AddTraceback("spacy.morphology.Morphology.add", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_string_features);
  __Pyx_XDECREF(__pyx_v_field_feature_pairs);
  __Pyx_XDECREF(__pyx_v_field);
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_value);
  __Pyx_XDECREF(__pyx_v_norm_feats_string);
  __Pyx_XDECREF(__pyx_7genexpr__pyx_v_field);
  __Pyx_XDECREF(__pyx_7genexpr__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_features);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":73
 *         return tag.key
 * 
 *     def normalize_features(self, features):             # <<<<<<<<<<<<<<
 *         """Create a normalized FEATS string from a features string or dict.
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_7normalize_features(PyObject *__pyx_v_self, PyObject *__pyx_v_features); /*proto*/
static char __pyx_doc_5spacy_10morphology_10Morphology_6normalize_features[] = "Morphology.normalize_features(self, features)\nCreate a normalized FEATS string from a features string or dict.\n\n        features (Union[dict, str]): Features as dict or UFEATS string.\n        RETURNS (str): Features as normalized UFEATS string.\n        ";
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_7normalize_features(PyObject *__pyx_v_self, PyObject *__pyx_v_features) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("normalize_features (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_6normalize_features(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self), ((PyObject *)__pyx_v_features));

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_6normalize_features(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_features) {
  PyObject *__pyx_v_string_features = NULL;
  PyObject *__pyx_v_norm_feats_string = NULL;
  PyObject *__pyx_8genexpr1__pyx_v_field = NULL;
  PyObject *__pyx_8genexpr1__pyx_v_values = NULL;
  PyObject *__pyx_v_field = NULL;
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_r = NULL;
  __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;
  Py_ssize_t __pyx_t_8;
  PyObject *(*__pyx_t_9)(PyObject *);
  PyObject *__pyx_t_10 = NULL;
  PyObject *(*__pyx_t_11)(PyObject *);
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("normalize_features", 0);
  __Pyx_INCREF(__pyx_v_features);

  /* "spacy/morphology.pyx":79
 *         RETURNS (str): Features as normalized UFEATS string.
 *         """
 *         if isinstance(features, str):             # <<<<<<<<<<<<<<
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):
 */
  __pyx_t_1 = PyString_Check(__pyx_v_features); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "spacy/morphology.pyx":80
 *         """
 *         if isinstance(features, str):
 *             features = self.feats_to_dict(features)             # <<<<<<<<<<<<<<
 *         if not isinstance(features, dict):
 *             warnings.warn(Warnings.W100.format(feature=features))
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_feats_to_dict); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 80, __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_3 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_v_features) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_features);
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 80, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_features, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":79
 *         RETURNS (str): Features as normalized UFEATS string.
 *         """
 *         if isinstance(features, str):             # <<<<<<<<<<<<<<
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):
 */
  }

  /* "spacy/morphology.pyx":81
 *         if isinstance(features, str):
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):             # <<<<<<<<<<<<<<
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}
 */
  __pyx_t_2 = PyDict_Check(__pyx_v_features); 
  __pyx_t_1 = ((!(__pyx_t_2 != 0)) != 0);
  if (__pyx_t_1) {

    /* "spacy/morphology.pyx":82
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):
 *             warnings.warn(Warnings.W100.format(feature=features))             # <<<<<<<<<<<<<<
 *             features = {}
 *         features = self.normalize_attrs(features)
 */
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_warnings); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_warn); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GetModuleGlobalName(__pyx_t_4, __pyx_n_s_Warnings); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_W100); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_format); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    if (PyDict_SetItem(__pyx_t_6, __pyx_n_s_feature, __pyx_v_features) < 0) __PYX_ERR(0, 82, __pyx_L1_error)
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_empty_tuple, __pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __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_3 = (__pyx_t_6) ? __Pyx_PyObject_Call2Args(__pyx_t_5, __pyx_t_6, __pyx_t_7) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_7);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":83
 *         if not isinstance(features, dict):
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}             # <<<<<<<<<<<<<<
 *         features = self.normalize_attrs(features)
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}
 */
    __pyx_t_3 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 83, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF_SET(__pyx_v_features, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "spacy/morphology.pyx":81
 *         if isinstance(features, str):
 *             features = self.feats_to_dict(features)
 *         if not isinstance(features, dict):             # <<<<<<<<<<<<<<
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}
 */
  }

  /* "spacy/morphology.pyx":84
 *             warnings.warn(Warnings.W100.format(feature=features))
 *             features = {}
 *         features = self.normalize_attrs(features)             # <<<<<<<<<<<<<<
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}
 *         # normalized UFEATS string with sorted fields and values
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_normalize_attrs); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 84, __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_Call2Args(__pyx_t_5, __pyx_t_7, __pyx_v_features) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_features);
  __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 84, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF_SET(__pyx_v_features, __pyx_t_3);
  __pyx_t_3 = 0;

  /* "spacy/morphology.pyx":85
 *             features = {}
 *         features = self.normalize_attrs(features)
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}             # <<<<<<<<<<<<<<
 *         # normalized UFEATS string with sorted fields and values
 *         norm_feats_string = self.FEATURE_SEP.join(
 */
  { /* enter inner scope */
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 85, __pyx_L7_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_features, __pyx_n_s_items); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 85, __pyx_L7_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_6 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_7))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_7);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_7, function);
      }
    }
    __pyx_t_5 = (__pyx_t_6) ? __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_6) : __Pyx_PyObject_CallNoArg(__pyx_t_7);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 85, __pyx_L7_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (likely(PyList_CheckExact(__pyx_t_5)) || PyTuple_CheckExact(__pyx_t_5)) {
      __pyx_t_7 = __pyx_t_5; __Pyx_INCREF(__pyx_t_7); __pyx_t_8 = 0;
      __pyx_t_9 = NULL;
    } else {
      __pyx_t_8 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 85, __pyx_L7_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_9 = Py_TYPE(__pyx_t_7)->tp_iternext; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 85, __pyx_L7_error)
    }
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    for (;;) {
      if (likely(!__pyx_t_9)) {
        if (likely(PyList_CheckExact(__pyx_t_7))) {
          if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_7)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_5 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_8); __Pyx_INCREF(__pyx_t_5); __pyx_t_8++; if (unlikely(0 < 0)) __PYX_ERR(0, 85, __pyx_L7_error)
          #else
          __pyx_t_5 = PySequence_ITEM(__pyx_t_7, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 85, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_5);
          #endif
        } else {
          if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_8); __Pyx_INCREF(__pyx_t_5); __pyx_t_8++; if (unlikely(0 < 0)) __PYX_ERR(0, 85, __pyx_L7_error)
          #else
          __pyx_t_5 = PySequence_ITEM(__pyx_t_7, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 85, __pyx_L7_error)
          __Pyx_GOTREF(__pyx_t_5);
          #endif
        }
      } else {
        __pyx_t_5 = __pyx_t_9(__pyx_t_7);
        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, 85, __pyx_L7_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_5);
      }
      if ((likely(PyTuple_CheckExact(__pyx_t_5))) || (PyList_CheckExact(__pyx_t_5))) {
        PyObject* sequence = __pyx_t_5;
        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, 85, __pyx_L7_error)
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        if (likely(PyTuple_CheckExact(sequence))) {
          __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0); 
          __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); 
        } else {
          __pyx_t_6 = PyList_GET_ITEM(sequence, 0); 
          __pyx_t_4 = PyList_GET_ITEM(sequence, 1); 
        }
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_4);
        #else
        __pyx_t_6 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 85, __pyx_L7_error)
        __Pyx_GOTREF(__pyx_t_6);
        __pyx_t_4 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 85, __pyx_L7_error)
        __Pyx_GOTREF(__pyx_t_4);
        #endif
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      } else {
        Py_ssize_t index = -1;
        __pyx_t_10 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 85, __pyx_L7_error)
        __Pyx_GOTREF(__pyx_t_10);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __pyx_t_11 = Py_TYPE(__pyx_t_10)->tp_iternext;
        index = 0; __pyx_t_6 = __pyx_t_11(__pyx_t_10); if (unlikely(!__pyx_t_6)) goto __pyx_L10_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_6);
        index = 1; __pyx_t_4 = __pyx_t_11(__pyx_t_10); if (unlikely(!__pyx_t_4)) goto __pyx_L10_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_4);
        if (__Pyx_IternextUnpackEndCheck(__pyx_t_11(__pyx_t_10), 2) < 0) __PYX_ERR(0, 85, __pyx_L7_error)
        __pyx_t_11 = NULL;
        __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
        goto __pyx_L11_unpacking_done;
        __pyx_L10_unpacking_failed:;
        __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
        __pyx_t_11 = NULL;
        if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
        __PYX_ERR(0, 85, __pyx_L7_error)
        __pyx_L11_unpacking_done:;
      }
      __Pyx_XDECREF_SET(__pyx_8genexpr1__pyx_v_field, __pyx_t_6);
      __pyx_t_6 = 0;
      __Pyx_XDECREF_SET(__pyx_8genexpr1__pyx_v_values, __pyx_t_4);
      __pyx_t_4 = 0;
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_as_string); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 85, __pyx_L7_error)
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_6 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      __pyx_t_5 = (__pyx_t_6) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_6, __pyx_8genexpr1__pyx_v_field) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_8genexpr1__pyx_v_field);
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 85, __pyx_L7_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_as_string); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 85, __pyx_L7_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_10 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
        __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_6);
        if (likely(__pyx_t_10)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
          __Pyx_INCREF(__pyx_t_10);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_6, function);
        }
      }
      __pyx_t_4 = (__pyx_t_10) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_10, __pyx_8genexpr1__pyx_v_values) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_8genexpr1__pyx_v_values);
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 85, __pyx_L7_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (unlikely(PyDict_SetItem(__pyx_t_3, (PyObject*)__pyx_t_5, (PyObject*)__pyx_t_4))) __PYX_ERR(0, 85, __pyx_L7_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_8genexpr1__pyx_v_field); __pyx_8genexpr1__pyx_v_field = 0;
    __Pyx_XDECREF(__pyx_8genexpr1__pyx_v_values); __pyx_8genexpr1__pyx_v_values = 0;
    goto __pyx_L12_exit_scope;
    __pyx_L7_error:;
    __Pyx_XDECREF(__pyx_8genexpr1__pyx_v_field); __pyx_8genexpr1__pyx_v_field = 0;
    __Pyx_XDECREF(__pyx_8genexpr1__pyx_v_values); __pyx_8genexpr1__pyx_v_values = 0;
    goto __pyx_L1_error;
    __pyx_L12_exit_scope:;
  } /* exit inner scope */
  __pyx_v_string_features = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "spacy/morphology.pyx":87
 *         string_features = {self.strings.as_string(field): self.strings.as_string(values) for field, values in features.items()}
 *         # normalized UFEATS string with sorted fields and values
 *         norm_feats_string = self.FEATURE_SEP.join(             # <<<<<<<<<<<<<<
 *             sorted(
 *                 [self.FIELD_SEP.join([field, values]) for field, values in string_features.items()]
 */
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_FEATURE_SEP); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 87, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_join); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 87, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

  /* "spacy/morphology.pyx":89
 *         norm_feats_string = self.FEATURE_SEP.join(
 *             sorted(
 *                 [self.FIELD_SEP.join([field, values]) for field, values in string_features.items()]             # <<<<<<<<<<<<<<
 *             )
 *         )
 */
  __pyx_t_5 = PyList_New(0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 89, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyDict_Items(__pyx_v_string_features); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 89, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  if (likely(PyList_CheckExact(__pyx_t_6)) || PyTuple_CheckExact(__pyx_t_6)) {
    __pyx_t_10 = __pyx_t_6; __Pyx_INCREF(__pyx_t_10); __pyx_t_8 = 0;
    __pyx_t_9 = NULL;
  } else {
    __pyx_t_8 = -1; __pyx_t_10 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 89, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __pyx_t_9 = Py_TYPE(__pyx_t_10)->tp_iternext; if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 89, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  for (;;) {
    if (likely(!__pyx_t_9)) {
      if (likely(PyList_CheckExact(__pyx_t_10))) {
        if (__pyx_t_8 >= PyList_GET_SIZE(__pyx_t_10)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_6 = PyList_GET_ITEM(__pyx_t_10, __pyx_t_8); __Pyx_INCREF(__pyx_t_6); __pyx_t_8++; if (unlikely(0 < 0)) __PYX_ERR(0, 89, __pyx_L1_error)
        #else
        __pyx_t_6 = PySequence_ITEM(__pyx_t_10, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 89, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        #endif
      } else {
        if (__pyx_t_8 >= PyTuple_GET_SIZE(__pyx_t_10)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_10, __pyx_t_8); __Pyx_INCREF(__pyx_t_6); __pyx_t_8++; if (unlikely(0 < 0)) __PYX_ERR(0, 89, __pyx_L1_error)
        #else
        __pyx_t_6 = PySequence_ITEM(__pyx_t_10, __pyx_t_8); __pyx_t_8++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 89, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        #endif
      }
    } else {
      __pyx_t_6 = __pyx_t_9(__pyx_t_10);
      if (unlikely(!__pyx_t_6)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else __PYX_ERR(0, 89, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_6);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_6))) || (PyList_CheckExact(__pyx_t_6))) {
      PyObject* sequence = __pyx_t_6;
      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, 89, __pyx_L1_error)
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_12 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_13 = PyTuple_GET_ITEM(sequence, 1); 
      } else {
        __pyx_t_12 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_13 = PyList_GET_ITEM(sequence, 1); 
      }
      __Pyx_INCREF(__pyx_t_12);
      __Pyx_INCREF(__pyx_t_13);
      #else
      __pyx_t_12 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 89, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_12);
      __pyx_t_13 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 89, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_13);
      #endif
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_14 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 89, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_14);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_11 = Py_TYPE(__pyx_t_14)->tp_iternext;
      index = 0; __pyx_t_12 = __pyx_t_11(__pyx_t_14); if (unlikely(!__pyx_t_12)) goto __pyx_L15_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_12);
      index = 1; __pyx_t_13 = __pyx_t_11(__pyx_t_14); if (unlikely(!__pyx_t_13)) goto __pyx_L15_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_13);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_11(__pyx_t_14), 2) < 0) __PYX_ERR(0, 89, __pyx_L1_error)
      __pyx_t_11 = NULL;
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      goto __pyx_L16_unpacking_done;
      __pyx_L15_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      __pyx_t_11 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 89, __pyx_L1_error)
      __pyx_L16_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_field, __pyx_t_12);
    __pyx_t_12 = 0;
    __Pyx_XDECREF_SET(__pyx_v_values, __pyx_t_13);
    __pyx_t_13 = 0;
    __pyx_t_13 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_FIELD_SEP); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 89, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_13, __pyx_n_s_join); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 89, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_12);
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    __pyx_t_13 = PyList_New(2); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 89, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    __Pyx_INCREF(__pyx_v_field);
    __Pyx_GIVEREF(__pyx_v_field);
    PyList_SET_ITEM(__pyx_t_13, 0, __pyx_v_field);
    __Pyx_INCREF(__pyx_v_values);
    __Pyx_GIVEREF(__pyx_v_values);
    PyList_SET_ITEM(__pyx_t_13, 1, __pyx_v_values);
    __pyx_t_14 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_12))) {
      __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_12);
      if (likely(__pyx_t_14)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_12);
        __Pyx_INCREF(__pyx_t_14);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_12, function);
      }
    }
    __pyx_t_6 = (__pyx_t_14) ? __Pyx_PyObject_Call2Args(__pyx_t_12, __pyx_t_14, __pyx_t_13) : __Pyx_PyObject_CallOneArg(__pyx_t_12, __pyx_t_13);
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 89, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_5, (PyObject*)__pyx_t_6))) __PYX_ERR(0, 89, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __pyx_t_7 = ((PyObject*)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "spacy/morphology.pyx":88
 *         # normalized UFEATS string with sorted fields and values
 *         norm_feats_string = self.FEATURE_SEP.join(
 *             sorted(             # <<<<<<<<<<<<<<
 *                 [self.FIELD_SEP.join([field, values]) for field, values in string_features.items()]
 *             )
 */
  __pyx_t_15 = PyList_Sort(__pyx_t_7); if (unlikely(__pyx_t_15 == ((int)-1))) __PYX_ERR(0, 88, __pyx_L1_error)
  __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_3 = (__pyx_t_5) ? __Pyx_PyObject_Call2Args(__pyx_t_4, __pyx_t_5, __pyx_t_7) : __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_7);
  __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 87, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_norm_feats_string = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "spacy/morphology.pyx":92
 *             )
 *         )
 *         return norm_feats_string or self.EMPTY_MORPH             # <<<<<<<<<<<<<<
 * 
 *     def normalize_attrs(self, attrs):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_norm_feats_string); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 92, __pyx_L1_error)
  if (!__pyx_t_1) {
  } else {
    __Pyx_INCREF(__pyx_v_norm_feats_string);
    __pyx_t_3 = __pyx_v_norm_feats_string;
    goto __pyx_L17_bool_binop_done;
  }
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_EMPTY_MORPH); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 92, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_t_4);
  __pyx_t_3 = __pyx_t_4;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_L17_bool_binop_done:;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":73
 *         return tag.key
 * 
 *     def normalize_features(self, features):             # <<<<<<<<<<<<<<
 *         """Create a normalized FEATS string from a features string or dict.
 * 
 */

  /* 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_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_XDECREF(__pyx_t_13);
  __Pyx_XDECREF(__pyx_t_14);
  __Pyx_AddTraceback("spacy.morphology.Morphology.normalize_features", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_string_features);
  __Pyx_XDECREF(__pyx_v_norm_feats_string);
  __Pyx_XDECREF(__pyx_8genexpr1__pyx_v_field);
  __Pyx_XDECREF(__pyx_8genexpr1__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_field);
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_features);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":94
 *         return norm_feats_string or self.EMPTY_MORPH
 * 
 *     def normalize_attrs(self, attrs):             # <<<<<<<<<<<<<<
 *         """Convert attrs dict so that POS is always by ID, other features are
 *         by string. Values separated by VALUE_SEP are sorted.
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_9normalize_attrs(PyObject *__pyx_v_self, PyObject *__pyx_v_attrs); /*proto*/
static char __pyx_doc_5spacy_10morphology_10Morphology_8normalize_attrs[] = "Morphology.normalize_attrs(self, attrs)\nConvert attrs dict so that POS is always by ID, other features are\n        by string. Values separated by VALUE_SEP are sorted.\n        ";
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_9normalize_attrs(PyObject *__pyx_v_self, PyObject *__pyx_v_attrs) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("normalize_attrs (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_8normalize_attrs(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self), ((PyObject *)__pyx_v_attrs));

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_8normalize_attrs(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_attrs) {
  PyObject *__pyx_v_out = NULL;
  PyObject *__pyx_v_key = NULL;
  PyObject *__pyx_v_value = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  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;
  PyObject *(*__pyx_t_8)(PyObject *);
  int __pyx_t_9;
  int __pyx_t_10;
  int __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_t_13;
  PyObject *__pyx_t_14 = NULL;
  PyObject *__pyx_t_15 = NULL;
  int __pyx_t_16;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("normalize_attrs", 0);
  __Pyx_INCREF(__pyx_v_attrs);

  /* "spacy/morphology.pyx":98
 *         by string. Values separated by VALUE_SEP are sorted.
 *         """
 *         out = {}             # <<<<<<<<<<<<<<
 *         attrs = dict(attrs)
 *         for key, value in attrs.items():
 */
  __pyx_t_1 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 98, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_out = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":99
 *         """
 *         out = {}
 *         attrs = dict(attrs)             # <<<<<<<<<<<<<<
 *         for key, value in attrs.items():
 *             # convert POS value to ID
 */
  __pyx_t_1 = __Pyx_PyObject_CallOneArg(((PyObject *)(&PyDict_Type)), __pyx_v_attrs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 99, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_attrs, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":100
 *         out = {}
 *         attrs = dict(attrs)
 *         for key, value in attrs.items():             # <<<<<<<<<<<<<<
 *             # convert POS value to ID
 *             if key == POS or (isinstance(key, str) and key.upper() == "POS"):
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_attrs, __pyx_n_s_items); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 100, __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, 100, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (likely(PyList_CheckExact(__pyx_t_1)) || PyTuple_CheckExact(__pyx_t_1)) {
    __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 100, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 100, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  for (;;) {
    if (likely(!__pyx_t_5)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_1); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 100, __pyx_L1_error)
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 100, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        #endif
      } else {
        if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_1); __pyx_t_4++; if (unlikely(0 < 0)) __PYX_ERR(0, 100, __pyx_L1_error)
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 100, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        #endif
      }
    } else {
      __pyx_t_1 = __pyx_t_5(__pyx_t_2);
      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, 100, __pyx_L1_error)
        }
        break;
      }
      __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 != 2)) {
        if (size > 2) __Pyx_RaiseTooManyValuesError(2);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        __PYX_ERR(0, 100, __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_6 = PyTuple_GET_ITEM(sequence, 1); 
      } else {
        __pyx_t_3 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_6 = PyList_GET_ITEM(sequence, 1); 
      }
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_6);
      #else
      __pyx_t_3 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 100, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 100, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      #endif
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_7 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 100, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext;
      index = 0; __pyx_t_3 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_3)) goto __pyx_L5_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_3);
      index = 1; __pyx_t_6 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_6)) goto __pyx_L5_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_6);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 2) < 0) __PYX_ERR(0, 100, __pyx_L1_error)
      __pyx_t_8 = NULL;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L6_unpacking_done;
      __pyx_L5_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_8 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 100, __pyx_L1_error)
      __pyx_L6_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_key, __pyx_t_3);
    __pyx_t_3 = 0;
    __Pyx_XDECREF_SET(__pyx_v_value, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "spacy/morphology.pyx":102
 *         for key, value in attrs.items():
 *             # convert POS value to ID
 *             if key == POS or (isinstance(key, str) and key.upper() == "POS"):             # <<<<<<<<<<<<<<
 *                 if isinstance(value, str) and value.upper() in POS_IDS:
 *                     value = POS_IDS[value.upper()]
 */
    __pyx_t_1 = __Pyx_PyInt_From_enum____pyx_t_5spacy_5attrs_attr_id_t(__pyx_e_5spacy_5attrs_POS); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 102, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_6 = PyObject_RichCompare(__pyx_v_key, __pyx_t_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 102, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_10 < 0)) __PYX_ERR(0, 102, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!__pyx_t_10) {
    } else {
      __pyx_t_9 = __pyx_t_10;
      goto __pyx_L8_bool_binop_done;
    }
    __pyx_t_10 = PyString_Check(__pyx_v_key); 
    __pyx_t_11 = (__pyx_t_10 != 0);
    if (__pyx_t_11) {
    } else {
      __pyx_t_9 = __pyx_t_11;
      goto __pyx_L8_bool_binop_done;
    }
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_key, __pyx_n_s_upper); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 102, __pyx_L1_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_6 = (__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_6)) __PYX_ERR(0, 102, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_11 = (__Pyx_PyString_Equals(__pyx_t_6, __pyx_n_s_POS, Py_EQ)); if (unlikely(__pyx_t_11 < 0)) __PYX_ERR(0, 102, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_9 = __pyx_t_11;
    __pyx_L8_bool_binop_done:;
    if (__pyx_t_9) {

      /* "spacy/morphology.pyx":103
 *             # convert POS value to ID
 *             if key == POS or (isinstance(key, str) and key.upper() == "POS"):
 *                 if isinstance(value, str) and value.upper() in POS_IDS:             # <<<<<<<<<<<<<<
 *                     value = POS_IDS[value.upper()]
 *                 elif isinstance(value, int) and value not in POS_IDS.values():
 */
      __pyx_t_11 = PyString_Check(__pyx_v_value); 
      __pyx_t_10 = (__pyx_t_11 != 0);
      if (__pyx_t_10) {
      } else {
        __pyx_t_9 = __pyx_t_10;
        goto __pyx_L12_bool_binop_done;
      }
      __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_value, __pyx_n_s_upper); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 103, __pyx_L1_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_6 = (__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_6)) __PYX_ERR(0, 103, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_POS_IDS); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 103, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_10 = (__Pyx_PySequence_ContainsTF(__pyx_t_6, __pyx_t_1, Py_EQ)); if (unlikely(__pyx_t_10 < 0)) __PYX_ERR(0, 103, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_11 = (__pyx_t_10 != 0);
      __pyx_t_9 = __pyx_t_11;
      __pyx_L12_bool_binop_done:;
      if (__pyx_t_9) {

        /* "spacy/morphology.pyx":104
 *             if key == POS or (isinstance(key, str) and key.upper() == "POS"):
 *                 if isinstance(value, str) and value.upper() in POS_IDS:
 *                     value = POS_IDS[value.upper()]             # <<<<<<<<<<<<<<
 *                 elif isinstance(value, int) and value not in POS_IDS.values():
 *                     warnings.warn(Warnings.W100.format(feature={key: value}))
 */
        __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_POS_IDS); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 104, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_value, __pyx_n_s_upper); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 104, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __pyx_t_7 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_3))) {
          __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_3);
          if (likely(__pyx_t_7)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
            __Pyx_INCREF(__pyx_t_7);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_3, function);
          }
        }
        __pyx_t_6 = (__pyx_t_7) ? __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_7) : __Pyx_PyObject_CallNoArg(__pyx_t_3);
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 104, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_t_1, __pyx_t_6); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 104, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF_SET(__pyx_v_value, __pyx_t_3);
        __pyx_t_3 = 0;

        /* "spacy/morphology.pyx":103
 *             # convert POS value to ID
 *             if key == POS or (isinstance(key, str) and key.upper() == "POS"):
 *                 if isinstance(value, str) and value.upper() in POS_IDS:             # <<<<<<<<<<<<<<
 *                     value = POS_IDS[value.upper()]
 *                 elif isinstance(value, int) and value not in POS_IDS.values():
 */
        goto __pyx_L11;
      }

      /* "spacy/morphology.pyx":105
 *                 if isinstance(value, str) and value.upper() in POS_IDS:
 *                     value = POS_IDS[value.upper()]
 *                 elif isinstance(value, int) and value not in POS_IDS.values():             # <<<<<<<<<<<<<<
 *                     warnings.warn(Warnings.W100.format(feature={key: value}))
 *                     continue
 */
      __pyx_t_11 = PyInt_Check(__pyx_v_value); 
      __pyx_t_10 = (__pyx_t_11 != 0);
      if (__pyx_t_10) {
      } else {
        __pyx_t_9 = __pyx_t_10;
        goto __pyx_L14_bool_binop_done;
      }
      __Pyx_GetModuleGlobalName(__pyx_t_6, __pyx_n_s_POS_IDS); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 105, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_values); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 105, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __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_3 = (__pyx_t_6) ? __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_6) : __Pyx_PyObject_CallNoArg(__pyx_t_1);
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 105, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_10 = (__Pyx_PySequence_ContainsTF(__pyx_v_value, __pyx_t_3, Py_NE)); if (unlikely(__pyx_t_10 < 0)) __PYX_ERR(0, 105, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_11 = (__pyx_t_10 != 0);
      __pyx_t_9 = __pyx_t_11;
      __pyx_L14_bool_binop_done:;
      if (__pyx_t_9) {

        /* "spacy/morphology.pyx":106
 *                     value = POS_IDS[value.upper()]
 *                 elif isinstance(value, int) and value not in POS_IDS.values():
 *                     warnings.warn(Warnings.W100.format(feature={key: value}))             # <<<<<<<<<<<<<<
 *                     continue
 *                 out[POS] = value
 */
        __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_warnings); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_warn); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_Warnings); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_W100); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_format); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __pyx_t_7 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __pyx_t_12 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_12);
        if (PyDict_SetItem(__pyx_t_12, __pyx_v_key, __pyx_v_value) < 0) __PYX_ERR(0, 106, __pyx_L1_error)
        if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_feature, __pyx_t_12) < 0) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
        __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, __pyx_t_7); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_12);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __pyx_t_7 = NULL;
        if (CYTHON_UNPACK_METHODS && unlikely(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_3 = (__pyx_t_7) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_7, __pyx_t_12) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_12);
        __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 106, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

        /* "spacy/morphology.pyx":107
 *                 elif isinstance(value, int) and value not in POS_IDS.values():
 *                     warnings.warn(Warnings.W100.format(feature={key: value}))
 *                     continue             # <<<<<<<<<<<<<<
 *                 out[POS] = value
 *             # accept any string or ID fields and values and convert to strings
 */
        goto __pyx_L3_continue;

        /* "spacy/morphology.pyx":105
 *                 if isinstance(value, str) and value.upper() in POS_IDS:
 *                     value = POS_IDS[value.upper()]
 *                 elif isinstance(value, int) and value not in POS_IDS.values():             # <<<<<<<<<<<<<<
 *                     warnings.warn(Warnings.W100.format(feature={key: value}))
 *                     continue
 */
      }
      __pyx_L11:;

      /* "spacy/morphology.pyx":108
 *                     warnings.warn(Warnings.W100.format(feature={key: value}))
 *                     continue
 *                 out[POS] = value             # <<<<<<<<<<<<<<
 *             # accept any string or ID fields and values and convert to strings
 *             elif isinstance(key, (int, str)) and isinstance(value, (int, str)):
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum____pyx_t_5spacy_5attrs_attr_id_t(__pyx_e_5spacy_5attrs_POS); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 108, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      if (unlikely(PyDict_SetItem(__pyx_v_out, __pyx_t_3, __pyx_v_value) < 0)) __PYX_ERR(0, 108, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "spacy/morphology.pyx":102
 *         for key, value in attrs.items():
 *             # convert POS value to ID
 *             if key == POS or (isinstance(key, str) and key.upper() == "POS"):             # <<<<<<<<<<<<<<
 *                 if isinstance(value, str) and value.upper() in POS_IDS:
 *                     value = POS_IDS[value.upper()]
 */
      goto __pyx_L7;
    }

    /* "spacy/morphology.pyx":110
 *                 out[POS] = value
 *             # accept any string or ID fields and values and convert to strings
 *             elif isinstance(key, (int, str)) and isinstance(value, (int, str)):             # <<<<<<<<<<<<<<
 *                 key = self.strings.as_string(key)
 *                 value = self.strings.as_string(value)
 */
    __pyx_t_10 = PyInt_Check(__pyx_v_key); 
    __pyx_t_13 = (__pyx_t_10 != 0);
    if (!__pyx_t_13) {
    } else {
      __pyx_t_11 = __pyx_t_13;
      goto __pyx_L18_bool_binop_done;
    }
    __pyx_t_13 = PyString_Check(__pyx_v_key); 
    __pyx_t_10 = (__pyx_t_13 != 0);
    __pyx_t_11 = __pyx_t_10;
    __pyx_L18_bool_binop_done:;
    __pyx_t_10 = (__pyx_t_11 != 0);
    if (__pyx_t_10) {
    } else {
      __pyx_t_9 = __pyx_t_10;
      goto __pyx_L16_bool_binop_done;
    }
    __pyx_t_11 = PyInt_Check(__pyx_v_value); 
    __pyx_t_13 = (__pyx_t_11 != 0);
    if (!__pyx_t_13) {
    } else {
      __pyx_t_10 = __pyx_t_13;
      goto __pyx_L20_bool_binop_done;
    }
    __pyx_t_13 = PyString_Check(__pyx_v_value); 
    __pyx_t_11 = (__pyx_t_13 != 0);
    __pyx_t_10 = __pyx_t_11;
    __pyx_L20_bool_binop_done:;
    __pyx_t_11 = (__pyx_t_10 != 0);
    __pyx_t_9 = __pyx_t_11;
    __pyx_L16_bool_binop_done:;
    if (__pyx_t_9) {

      /* "spacy/morphology.pyx":111
 *             # accept any string or ID fields and values and convert to strings
 *             elif isinstance(key, (int, str)) and isinstance(value, (int, str)):
 *                 key = self.strings.as_string(key)             # <<<<<<<<<<<<<<
 *                 value = self.strings.as_string(value)
 *                 # sort values
 */
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_as_string); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 111, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_12 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
        __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_6);
        if (likely(__pyx_t_12)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
          __Pyx_INCREF(__pyx_t_12);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_6, function);
        }
      }
      __pyx_t_3 = (__pyx_t_12) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_12, __pyx_v_key) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_v_key);
      __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 111, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF_SET(__pyx_v_key, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "spacy/morphology.pyx":112
 *             elif isinstance(key, (int, str)) and isinstance(value, (int, str)):
 *                 key = self.strings.as_string(key)
 *                 value = self.strings.as_string(value)             # <<<<<<<<<<<<<<
 *                 # sort values
 *                 if self.VALUE_SEP in value:
 */
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->strings), __pyx_n_s_as_string); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 112, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_12 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
        __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_6);
        if (likely(__pyx_t_12)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
          __Pyx_INCREF(__pyx_t_12);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_6, function);
        }
      }
      __pyx_t_3 = (__pyx_t_12) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_12, __pyx_v_value) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_v_value);
      __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 112, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF_SET(__pyx_v_value, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "spacy/morphology.pyx":114
 *                 value = self.strings.as_string(value)
 *                 # sort values
 *                 if self.VALUE_SEP in value:             # <<<<<<<<<<<<<<
 *                     value = self.VALUE_SEP.join(sorted(value.split(self.VALUE_SEP)))
 *                 out[key] = value
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 114, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_9 = (__Pyx_PySequence_ContainsTF(__pyx_t_3, __pyx_v_value, Py_EQ)); if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 114, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_11 = (__pyx_t_9 != 0);
      if (__pyx_t_11) {

        /* "spacy/morphology.pyx":115
 *                 # sort values
 *                 if self.VALUE_SEP in value:
 *                     value = self.VALUE_SEP.join(sorted(value.split(self.VALUE_SEP)))             # <<<<<<<<<<<<<<
 *                 out[key] = value
 *             else:
 */
        __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 115, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_join); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 115, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_12);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_value, __pyx_n_s_split); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 115, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_14 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 115, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_14);
        __pyx_t_15 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_1))) {
          __pyx_t_15 = PyMethod_GET_SELF(__pyx_t_1);
          if (likely(__pyx_t_15)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
            __Pyx_INCREF(__pyx_t_15);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_1, function);
          }
        }
        __pyx_t_7 = (__pyx_t_15) ? __Pyx_PyObject_Call2Args(__pyx_t_1, __pyx_t_15, __pyx_t_14) : __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_14);
        __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 115, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __pyx_t_1 = PySequence_List(__pyx_t_7); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 115, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __pyx_t_6 = ((PyObject*)__pyx_t_1);
        __pyx_t_1 = 0;
        __pyx_t_16 = PyList_Sort(__pyx_t_6); if (unlikely(__pyx_t_16 == ((int)-1))) __PYX_ERR(0, 115, __pyx_L1_error)
        __pyx_t_1 = NULL;
        if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_12))) {
          __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_12);
          if (likely(__pyx_t_1)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_12);
            __Pyx_INCREF(__pyx_t_1);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_12, function);
          }
        }
        __pyx_t_3 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_12, __pyx_t_1, __pyx_t_6) : __Pyx_PyObject_CallOneArg(__pyx_t_12, __pyx_t_6);
        __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 115, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
        __Pyx_DECREF_SET(__pyx_v_value, __pyx_t_3);
        __pyx_t_3 = 0;

        /* "spacy/morphology.pyx":114
 *                 value = self.strings.as_string(value)
 *                 # sort values
 *                 if self.VALUE_SEP in value:             # <<<<<<<<<<<<<<
 *                     value = self.VALUE_SEP.join(sorted(value.split(self.VALUE_SEP)))
 *                 out[key] = value
 */
      }

      /* "spacy/morphology.pyx":116
 *                 if self.VALUE_SEP in value:
 *                     value = self.VALUE_SEP.join(sorted(value.split(self.VALUE_SEP)))
 *                 out[key] = value             # <<<<<<<<<<<<<<
 *             else:
 *                 warnings.warn(Warnings.W100.format(feature={key: value}))
 */
      if (unlikely(PyDict_SetItem(__pyx_v_out, __pyx_v_key, __pyx_v_value) < 0)) __PYX_ERR(0, 116, __pyx_L1_error)

      /* "spacy/morphology.pyx":110
 *                 out[POS] = value
 *             # accept any string or ID fields and values and convert to strings
 *             elif isinstance(key, (int, str)) and isinstance(value, (int, str)):             # <<<<<<<<<<<<<<
 *                 key = self.strings.as_string(key)
 *                 value = self.strings.as_string(value)
 */
      goto __pyx_L7;
    }

    /* "spacy/morphology.pyx":118
 *                 out[key] = value
 *             else:
 *                 warnings.warn(Warnings.W100.format(feature={key: value}))             # <<<<<<<<<<<<<<
 *         return out
 * 
 */
    /*else*/ {
      __Pyx_GetModuleGlobalName(__pyx_t_12, __pyx_n_s_warnings); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_12);
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_12, __pyx_n_s_warn); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_GetModuleGlobalName(__pyx_t_12, __pyx_n_s_Warnings); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_12);
      __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_12, __pyx_n_s_W100); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_format); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_1 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_7 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      if (PyDict_SetItem(__pyx_t_7, __pyx_v_key, __pyx_v_value) < 0) __PYX_ERR(0, 118, __pyx_L1_error)
      if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_feature, __pyx_t_7) < 0) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_12, __pyx_empty_tuple, __pyx_t_1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_1 = NULL;
      if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_6))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_6);
        if (likely(__pyx_t_1)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
          __Pyx_INCREF(__pyx_t_1);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_6, function);
        }
      }
      __pyx_t_3 = (__pyx_t_1) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_1, __pyx_t_7) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_7);
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    }
    __pyx_L7:;

    /* "spacy/morphology.pyx":100
 *         out = {}
 *         attrs = dict(attrs)
 *         for key, value in attrs.items():             # <<<<<<<<<<<<<<
 *             # convert POS value to ID
 *             if key == POS or (isinstance(key, str) and key.upper() == "POS"):
 */
    __pyx_L3_continue:;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/morphology.pyx":119
 *             else:
 *                 warnings.warn(Warnings.W100.format(feature={key: value}))
 *         return out             # <<<<<<<<<<<<<<
 * 
 *     cdef MorphAnalysisC create_morph_tag(self, field_feature_pairs) except *:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_out);
  __pyx_r = __pyx_v_out;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":94
 *         return norm_feats_string or self.EMPTY_MORPH
 * 
 *     def normalize_attrs(self, attrs):             # <<<<<<<<<<<<<<
 *         """Convert attrs dict so that POS is always by ID, other features are
 *         by string. Values separated by VALUE_SEP are sorted.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_XDECREF(__pyx_t_14);
  __Pyx_XDECREF(__pyx_t_15);
  __Pyx_AddTraceback("spacy.morphology.Morphology.normalize_attrs", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_out);
  __Pyx_XDECREF(__pyx_v_key);
  __Pyx_XDECREF(__pyx_v_value);
  __Pyx_XDECREF(__pyx_v_attrs);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":121
 *         return out
 * 
 *     cdef MorphAnalysisC create_morph_tag(self, field_feature_pairs) except *:             # <<<<<<<<<<<<<<
 *         """Creates a MorphAnalysisC from a list of intified
 *         ("Field", "Field=Value") tuples where fields with multiple values have
 */

static struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_f_5spacy_10morphology_10Morphology_create_morph_tag(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, PyObject *__pyx_v_field_feature_pairs) {
  struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_v_tag;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_v_field = NULL;
  PyObject *__pyx_v_feature = NULL;
  struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  void *__pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *(*__pyx_t_6)(PyObject *);
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *(*__pyx_t_11)(PyObject *);
  __pyx_t_5spacy_8typedefs_attr_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("create_morph_tag", 0);

  /* "spacy/morphology.pyx":129
 *         """
 *         cdef MorphAnalysisC tag
 *         tag.length = len(field_feature_pairs)             # <<<<<<<<<<<<<<
 *         if tag.length > 0:
 *             tag.fields = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_field_feature_pairs); if (unlikely(__pyx_t_1 == ((Py_ssize_t)-1))) __PYX_ERR(0, 129, __pyx_L1_error)
  __pyx_v_tag.length = __pyx_t_1;

  /* "spacy/morphology.pyx":130
 *         cdef MorphAnalysisC tag
 *         tag.length = len(field_feature_pairs)
 *         if tag.length > 0:             # <<<<<<<<<<<<<<
 *             tag.fields = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *             tag.features = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 */
  __pyx_t_2 = ((__pyx_v_tag.length > 0) != 0);
  if (__pyx_t_2) {

    /* "spacy/morphology.pyx":131
 *         tag.length = len(field_feature_pairs)
 *         if tag.length > 0:
 *             tag.fields = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))             # <<<<<<<<<<<<<<
 *             tag.features = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *         for i, (field, feature) in enumerate(field_feature_pairs):
 */
    __pyx_t_3 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->alloc(__pyx_v_self->mem, __pyx_v_tag.length, (sizeof(__pyx_t_5spacy_8typedefs_attr_t))); if (unlikely(__pyx_t_3 == ((void *)NULL))) __PYX_ERR(0, 131, __pyx_L1_error)
    __pyx_v_tag.fields = ((__pyx_t_5spacy_8typedefs_attr_t *)__pyx_t_3);

    /* "spacy/morphology.pyx":132
 *         if tag.length > 0:
 *             tag.fields = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *             tag.features = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))             # <<<<<<<<<<<<<<
 *         for i, (field, feature) in enumerate(field_feature_pairs):
 *             tag.fields[i] = field
 */
    __pyx_t_3 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->alloc(__pyx_v_self->mem, __pyx_v_tag.length, (sizeof(__pyx_t_5spacy_8typedefs_attr_t))); if (unlikely(__pyx_t_3 == ((void *)NULL))) __PYX_ERR(0, 132, __pyx_L1_error)
    __pyx_v_tag.features = ((__pyx_t_5spacy_8typedefs_attr_t *)__pyx_t_3);

    /* "spacy/morphology.pyx":130
 *         cdef MorphAnalysisC tag
 *         tag.length = len(field_feature_pairs)
 *         if tag.length > 0:             # <<<<<<<<<<<<<<
 *             tag.fields = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *             tag.features = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 */
  }

  /* "spacy/morphology.pyx":133
 *             tag.fields = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *             tag.features = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *         for i, (field, feature) in enumerate(field_feature_pairs):             # <<<<<<<<<<<<<<
 *             tag.fields[i] = field
 *             tag.features[i] = feature
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_4 = __pyx_int_0;
  if (likely(PyList_CheckExact(__pyx_v_field_feature_pairs)) || PyTuple_CheckExact(__pyx_v_field_feature_pairs)) {
    __pyx_t_5 = __pyx_v_field_feature_pairs; __Pyx_INCREF(__pyx_t_5); __pyx_t_1 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_1 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_v_field_feature_pairs); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 133, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = Py_TYPE(__pyx_t_5)->tp_iternext; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 133, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_6)) {
      if (likely(PyList_CheckExact(__pyx_t_5))) {
        if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_5)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_7); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 133, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 133, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      } else {
        if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_5)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_1); __Pyx_INCREF(__pyx_t_7); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 133, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_5, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 133, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      }
    } else {
      __pyx_t_7 = __pyx_t_6(__pyx_t_5);
      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, 133, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_7);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_7))) || (PyList_CheckExact(__pyx_t_7))) {
      PyObject* sequence = __pyx_t_7;
      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, 133, __pyx_L1_error)
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_8 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_9 = PyTuple_GET_ITEM(sequence, 1); 
      } else {
        __pyx_t_8 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_9 = PyList_GET_ITEM(sequence, 1); 
      }
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_t_9);
      #else
      __pyx_t_8 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 133, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_9 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 133, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      #endif
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_10 = PyObject_GetIter(__pyx_t_7); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 133, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_11 = Py_TYPE(__pyx_t_10)->tp_iternext;
      index = 0; __pyx_t_8 = __pyx_t_11(__pyx_t_10); if (unlikely(!__pyx_t_8)) goto __pyx_L6_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_8);
      index = 1; __pyx_t_9 = __pyx_t_11(__pyx_t_10); if (unlikely(!__pyx_t_9)) goto __pyx_L6_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_9);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_11(__pyx_t_10), 2) < 0) __PYX_ERR(0, 133, __pyx_L1_error)
      __pyx_t_11 = NULL;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      goto __pyx_L7_unpacking_done;
      __pyx_L6_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_11 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 133, __pyx_L1_error)
      __pyx_L7_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_field, __pyx_t_8);
    __pyx_t_8 = 0;
    __Pyx_XDECREF_SET(__pyx_v_feature, __pyx_t_9);
    __pyx_t_9 = 0;
    __Pyx_INCREF(__pyx_t_4);
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_4);
    __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_4, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 133, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_4);
    __pyx_t_4 = __pyx_t_7;
    __pyx_t_7 = 0;

    /* "spacy/morphology.pyx":134
 *             tag.features = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *         for i, (field, feature) in enumerate(field_feature_pairs):
 *             tag.fields[i] = field             # <<<<<<<<<<<<<<
 *             tag.features[i] = feature
 *         return tag
 */
    __pyx_t_12 = __Pyx_PyInt_As_uint64_t(__pyx_v_field); if (unlikely((__pyx_t_12 == ((uint64_t)-1)) && PyErr_Occurred())) __PYX_ERR(0, 134, __pyx_L1_error)
    __pyx_t_13 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_13 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 134, __pyx_L1_error)
    (__pyx_v_tag.fields[__pyx_t_13]) = __pyx_t_12;

    /* "spacy/morphology.pyx":135
 *         for i, (field, feature) in enumerate(field_feature_pairs):
 *             tag.fields[i] = field
 *             tag.features[i] = feature             # <<<<<<<<<<<<<<
 *         return tag
 * 
 */
    __pyx_t_12 = __Pyx_PyInt_As_uint64_t(__pyx_v_feature); if (unlikely((__pyx_t_12 == ((uint64_t)-1)) && PyErr_Occurred())) __PYX_ERR(0, 135, __pyx_L1_error)
    __pyx_t_13 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_13 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 135, __pyx_L1_error)
    (__pyx_v_tag.features[__pyx_t_13]) = __pyx_t_12;

    /* "spacy/morphology.pyx":133
 *             tag.fields = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *             tag.features = <attr_t*>self.mem.alloc(tag.length, sizeof(attr_t))
 *         for i, (field, feature) in enumerate(field_feature_pairs):             # <<<<<<<<<<<<<<
 *             tag.fields[i] = field
 *             tag.features[i] = feature
 */
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "spacy/morphology.pyx":136
 *             tag.fields[i] = field
 *             tag.features[i] = feature
 *         return tag             # <<<<<<<<<<<<<<
 * 
 *     cdef int insert(self, MorphAnalysisC tag) except -1:
 */
  __pyx_r = __pyx_v_tag;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":121
 *         return out
 * 
 *     cdef MorphAnalysisC create_morph_tag(self, field_feature_pairs) except *:             # <<<<<<<<<<<<<<
 *         """Creates a MorphAnalysisC from a list of intified
 *         ("Field", "Field=Value") tuples where fields with multiple values have
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("spacy.morphology.Morphology.create_morph_tag", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_pretend_to_initialize(&__pyx_r);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XDECREF(__pyx_v_field);
  __Pyx_XDECREF(__pyx_v_feature);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":138
 *         return tag
 * 
 *     cdef int insert(self, MorphAnalysisC tag) except -1:             # <<<<<<<<<<<<<<
 *         cdef hash_t key = tag.key
 *         if self.tags.get(key) == NULL:
 */

static int __pyx_f_5spacy_10morphology_10Morphology_insert(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, struct __pyx_t_5spacy_7structs_MorphAnalysisC __pyx_v_tag) {
  __pyx_t_5spacy_8typedefs_hash_t __pyx_v_key;
  struct __pyx_t_5spacy_7structs_MorphAnalysisC *__pyx_v_tag_ptr;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __pyx_t_5spacy_8typedefs_hash_t __pyx_t_1;
  int __pyx_t_2;
  void *__pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("insert", 0);

  /* "spacy/morphology.pyx":139
 * 
 *     cdef int insert(self, MorphAnalysisC tag) except -1:
 *         cdef hash_t key = tag.key             # <<<<<<<<<<<<<<
 *         if self.tags.get(key) == NULL:
 *             tag_ptr = <MorphAnalysisC*>self.mem.alloc(1, sizeof(MorphAnalysisC))
 */
  __pyx_t_1 = __pyx_v_tag.key;
  __pyx_v_key = __pyx_t_1;

  /* "spacy/morphology.pyx":140
 *     cdef int insert(self, MorphAnalysisC tag) except -1:
 *         cdef hash_t key = tag.key
 *         if self.tags.get(key) == NULL:             # <<<<<<<<<<<<<<
 *             tag_ptr = <MorphAnalysisC*>self.mem.alloc(1, sizeof(MorphAnalysisC))
 *             tag_ptr[0] = tag
 */
  __pyx_t_2 = ((((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->tags->__pyx_vtab)->get(__pyx_v_self->tags, __pyx_v_key) == NULL) != 0);
  if (__pyx_t_2) {

    /* "spacy/morphology.pyx":141
 *         cdef hash_t key = tag.key
 *         if self.tags.get(key) == NULL:
 *             tag_ptr = <MorphAnalysisC*>self.mem.alloc(1, sizeof(MorphAnalysisC))             # <<<<<<<<<<<<<<
 *             tag_ptr[0] = tag
 *             self.tags.set(key, <void*>tag_ptr)
 */
    __pyx_t_3 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_self->mem->__pyx_vtab)->alloc(__pyx_v_self->mem, 1, (sizeof(struct __pyx_t_5spacy_7structs_MorphAnalysisC))); if (unlikely(__pyx_t_3 == ((void *)NULL))) __PYX_ERR(0, 141, __pyx_L1_error)
    __pyx_v_tag_ptr = ((struct __pyx_t_5spacy_7structs_MorphAnalysisC *)__pyx_t_3);

    /* "spacy/morphology.pyx":142
 *         if self.tags.get(key) == NULL:
 *             tag_ptr = <MorphAnalysisC*>self.mem.alloc(1, sizeof(MorphAnalysisC))
 *             tag_ptr[0] = tag             # <<<<<<<<<<<<<<
 *             self.tags.set(key, <void*>tag_ptr)
 * 
 */
    (__pyx_v_tag_ptr[0]) = __pyx_v_tag;

    /* "spacy/morphology.pyx":143
 *             tag_ptr = <MorphAnalysisC*>self.mem.alloc(1, sizeof(MorphAnalysisC))
 *             tag_ptr[0] = tag
 *             self.tags.set(key, <void*>tag_ptr)             # <<<<<<<<<<<<<<
 * 
 *     def get(self, hash_t morph):
 */
    ((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->tags->__pyx_vtab)->set(__pyx_v_self->tags, __pyx_v_key, ((void *)__pyx_v_tag_ptr)); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 143, __pyx_L1_error)

    /* "spacy/morphology.pyx":140
 *     cdef int insert(self, MorphAnalysisC tag) except -1:
 *         cdef hash_t key = tag.key
 *         if self.tags.get(key) == NULL:             # <<<<<<<<<<<<<<
 *             tag_ptr = <MorphAnalysisC*>self.mem.alloc(1, sizeof(MorphAnalysisC))
 *             tag_ptr[0] = tag
 */
  }

  /* "spacy/morphology.pyx":138
 *         return tag
 * 
 *     cdef int insert(self, MorphAnalysisC tag) except -1:             # <<<<<<<<<<<<<<
 *         cdef hash_t key = tag.key
 *         if self.tags.get(key) == NULL:
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("spacy.morphology.Morphology.insert", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":145
 *             self.tags.set(key, <void*>tag_ptr)
 * 
 *     def get(self, hash_t morph):             # <<<<<<<<<<<<<<
 *         tag = <MorphAnalysisC*>self.tags.get(morph)
 *         if tag == NULL:
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_11get(PyObject *__pyx_v_self, PyObject *__pyx_arg_morph); /*proto*/
static char __pyx_doc_5spacy_10morphology_10Morphology_10get[] = "Morphology.get(self, hash_t morph)";
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_11get(PyObject *__pyx_v_self, PyObject *__pyx_arg_morph) {
  __pyx_t_5spacy_8typedefs_hash_t __pyx_v_morph;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get (wrapper)", 0);
  assert(__pyx_arg_morph); {
    __pyx_v_morph = __Pyx_PyInt_As_uint64_t(__pyx_arg_morph); if (unlikely((__pyx_v_morph == ((uint64_t)-1)) && PyErr_Occurred())) __PYX_ERR(0, 145, __pyx_L3_error)
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.morphology.Morphology.get", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_10get(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self), ((__pyx_t_5spacy_8typedefs_hash_t)__pyx_v_morph));

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_10get(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self, __pyx_t_5spacy_8typedefs_hash_t __pyx_v_morph) {
  struct __pyx_t_5spacy_7structs_MorphAnalysisC *__pyx_v_tag;
  PyObject *__pyx_r = NULL;
  __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("get", 0);

  /* "spacy/morphology.pyx":146
 * 
 *     def get(self, hash_t morph):
 *         tag = <MorphAnalysisC*>self.tags.get(morph)             # <<<<<<<<<<<<<<
 *         if tag == NULL:
 *             return ""
 */
  __pyx_v_tag = ((struct __pyx_t_5spacy_7structs_MorphAnalysisC *)((struct __pyx_vtabstruct_7preshed_4maps_PreshMap *)__pyx_v_self->tags->__pyx_vtab)->get(__pyx_v_self->tags, __pyx_v_morph));

  /* "spacy/morphology.pyx":147
 *     def get(self, hash_t morph):
 *         tag = <MorphAnalysisC*>self.tags.get(morph)
 *         if tag == NULL:             # <<<<<<<<<<<<<<
 *             return ""
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_tag == NULL) != 0);
  if (__pyx_t_1) {

    /* "spacy/morphology.pyx":148
 *         tag = <MorphAnalysisC*>self.tags.get(morph)
 *         if tag == NULL:
 *             return ""             # <<<<<<<<<<<<<<
 *         else:
 *             return self.strings[tag.key]
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_kp_s_);
    __pyx_r = __pyx_kp_s_;
    goto __pyx_L0;

    /* "spacy/morphology.pyx":147
 *     def get(self, hash_t morph):
 *         tag = <MorphAnalysisC*>self.tags.get(morph)
 *         if tag == NULL:             # <<<<<<<<<<<<<<
 *             return ""
 *         else:
 */
  }

  /* "spacy/morphology.pyx":150
 *             return ""
 *         else:
 *             return self.strings[tag.key]             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_self->strings), __pyx_v_tag->key, __pyx_t_5spacy_8typedefs_hash_t, 0, __Pyx_PyInt_From_uint64_t, 0, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 150, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }

  /* "spacy/morphology.pyx":145
 *             self.tags.set(key, <void*>tag_ptr)
 * 
 *     def get(self, hash_t morph):             # <<<<<<<<<<<<<<
 *         tag = <MorphAnalysisC*>self.tags.get(morph)
 *         if tag == NULL:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("spacy.morphology.Morphology.get", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":153
 * 
 *     @staticmethod
 *     def feats_to_dict(feats):             # <<<<<<<<<<<<<<
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 *             return {}
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_13feats_to_dict(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_10morphology_10Morphology_12feats_to_dict[] = "Morphology.feats_to_dict(feats)";
static PyMethodDef __pyx_mdef_5spacy_10morphology_10Morphology_13feats_to_dict = {"feats_to_dict", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_10morphology_10Morphology_13feats_to_dict, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_10morphology_10Morphology_12feats_to_dict};
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_13feats_to_dict(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_feats = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("feats_to_dict (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_feats,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_feats)) != 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, "feats_to_dict") < 0)) __PYX_ERR(0, 153, __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_feats = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("feats_to_dict", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 153, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.morphology.Morphology.feats_to_dict", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_12feats_to_dict(__pyx_v_feats);

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_12feats_to_dict(PyObject *__pyx_v_feats) {
  PyObject *__pyx_8genexpr2__pyx_v_field = NULL;
  PyObject *__pyx_8genexpr2__pyx_v_values = NULL;
  PyObject *__pyx_8genexpr2__pyx_v_feat = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  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;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  PyObject *(*__pyx_t_11)(PyObject *);
  PyObject *__pyx_t_12 = NULL;
  PyObject *(*__pyx_t_13)(PyObject *);
  PyObject *__pyx_t_14 = NULL;
  PyObject *__pyx_t_15 = NULL;
  int __pyx_t_16;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("feats_to_dict", 0);

  /* "spacy/morphology.pyx":154
 *     @staticmethod
 *     def feats_to_dict(feats):
 *         if not feats or feats == Morphology.EMPTY_MORPH:             # <<<<<<<<<<<<<<
 *             return {}
 *         return {field: Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP))) for field, values in
 */
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_feats); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 154, __pyx_L1_error)
  __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_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_EMPTY_MORPH); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 154, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyObject_RichCompare(__pyx_v_feats, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 154, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 154, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_1 = __pyx_t_3;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "spacy/morphology.pyx":155
 *     def feats_to_dict(feats):
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 *             return {}             # <<<<<<<<<<<<<<
 *         return {field: Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP))) for field, values in
 *                 [feat.split(Morphology.FIELD_SEP) for feat in feats.split(Morphology.FEATURE_SEP)]}
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_5 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 155, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_r = __pyx_t_5;
    __pyx_t_5 = 0;
    goto __pyx_L0;

    /* "spacy/morphology.pyx":154
 *     @staticmethod
 *     def feats_to_dict(feats):
 *         if not feats or feats == Morphology.EMPTY_MORPH:             # <<<<<<<<<<<<<<
 *             return {}
 *         return {field: Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP))) for field, values in
 */
  }

  /* "spacy/morphology.pyx":156
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 *             return {}
 *         return {field: Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP))) for field, values in             # <<<<<<<<<<<<<<
 *                 [feat.split(Morphology.FIELD_SEP) for feat in feats.split(Morphology.FEATURE_SEP)]}
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  { /* enter inner scope */
    __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 156, __pyx_L8_error)
    __Pyx_GOTREF(__pyx_t_5);

    /* "spacy/morphology.pyx":157
 *             return {}
 *         return {field: Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP))) for field, values in
 *                 [feat.split(Morphology.FIELD_SEP) for feat in feats.split(Morphology.FEATURE_SEP)]}             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
    __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 157, __pyx_L8_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_feats, __pyx_n_s_split); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 157, __pyx_L8_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_FEATURE_SEP); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 157, __pyx_L8_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = NULL;
    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_6 = (__pyx_t_9) ? __Pyx_PyObject_Call2Args(__pyx_t_7, __pyx_t_9, __pyx_t_8) : __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_8);
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 157, __pyx_L8_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (likely(PyList_CheckExact(__pyx_t_6)) || PyTuple_CheckExact(__pyx_t_6)) {
      __pyx_t_7 = __pyx_t_6; __Pyx_INCREF(__pyx_t_7); __pyx_t_10 = 0;
      __pyx_t_11 = NULL;
    } else {
      __pyx_t_10 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 157, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_11 = Py_TYPE(__pyx_t_7)->tp_iternext; if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 157, __pyx_L8_error)
    }
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    for (;;) {
      if (likely(!__pyx_t_11)) {
        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_6 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; if (unlikely(0 < 0)) __PYX_ERR(0, 157, __pyx_L8_error)
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_7, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 157, __pyx_L8_error)
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        } else {
          if (__pyx_t_10 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_10); __Pyx_INCREF(__pyx_t_6); __pyx_t_10++; if (unlikely(0 < 0)) __PYX_ERR(0, 157, __pyx_L8_error)
          #else
          __pyx_t_6 = PySequence_ITEM(__pyx_t_7, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 157, __pyx_L8_error)
          __Pyx_GOTREF(__pyx_t_6);
          #endif
        }
      } else {
        __pyx_t_6 = __pyx_t_11(__pyx_t_7);
        if (unlikely(!__pyx_t_6)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else __PYX_ERR(0, 157, __pyx_L8_error)
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_6);
      }
      __Pyx_XDECREF_SET(__pyx_8genexpr2__pyx_v_feat, __pyx_t_6);
      __pyx_t_6 = 0;
      __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_8genexpr2__pyx_v_feat, __pyx_n_s_split); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 157, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_FIELD_SEP); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 157, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_12 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
        __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_8);
        if (likely(__pyx_t_12)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
          __Pyx_INCREF(__pyx_t_12);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_8, function);
        }
      }
      __pyx_t_6 = (__pyx_t_12) ? __Pyx_PyObject_Call2Args(__pyx_t_8, __pyx_t_12, __pyx_t_9) : __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_9);
      __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 157, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (unlikely(__Pyx_ListComp_Append(__pyx_t_4, (PyObject*)__pyx_t_6))) __PYX_ERR(0, 157, __pyx_L8_error)
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = __pyx_t_4; __Pyx_INCREF(__pyx_t_7); __pyx_t_10 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    for (;;) {
      if (__pyx_t_10 >= PyList_GET_SIZE(__pyx_t_7)) break;
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      __pyx_t_4 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_10); __Pyx_INCREF(__pyx_t_4); __pyx_t_10++; if (unlikely(0 < 0)) __PYX_ERR(0, 157, __pyx_L8_error)
      #else
      __pyx_t_4 = PySequence_ITEM(__pyx_t_7, __pyx_t_10); __pyx_t_10++; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 157, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_4);
      #endif
      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, 156, __pyx_L8_error)
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        if (likely(PyTuple_CheckExact(sequence))) {
          __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0); 
          __pyx_t_8 = PyTuple_GET_ITEM(sequence, 1); 
        } else {
          __pyx_t_6 = PyList_GET_ITEM(sequence, 0); 
          __pyx_t_8 = PyList_GET_ITEM(sequence, 1); 
        }
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_8);
        #else
        __pyx_t_6 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 156, __pyx_L8_error)
        __Pyx_GOTREF(__pyx_t_6);
        __pyx_t_8 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 156, __pyx_L8_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, 156, __pyx_L8_error)
        __Pyx_GOTREF(__pyx_t_9);
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __pyx_t_13 = Py_TYPE(__pyx_t_9)->tp_iternext;
        index = 0; __pyx_t_6 = __pyx_t_13(__pyx_t_9); if (unlikely(!__pyx_t_6)) goto __pyx_L13_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_6);
        index = 1; __pyx_t_8 = __pyx_t_13(__pyx_t_9); if (unlikely(!__pyx_t_8)) goto __pyx_L13_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_8);
        if (__Pyx_IternextUnpackEndCheck(__pyx_t_13(__pyx_t_9), 2) < 0) __PYX_ERR(0, 156, __pyx_L8_error)
        __pyx_t_13 = NULL;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L14_unpacking_done;
        __pyx_L13_unpacking_failed:;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        __pyx_t_13 = NULL;
        if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
        __PYX_ERR(0, 156, __pyx_L8_error)
        __pyx_L14_unpacking_done:;
      }

      /* "spacy/morphology.pyx":156
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 *             return {}
 *         return {field: Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP))) for field, values in             # <<<<<<<<<<<<<<
 *                 [feat.split(Morphology.FIELD_SEP) for feat in feats.split(Morphology.FEATURE_SEP)]}
 * 
 */
      __Pyx_XDECREF_SET(__pyx_8genexpr2__pyx_v_field, __pyx_t_6);
      __pyx_t_6 = 0;
      __Pyx_XDECREF_SET(__pyx_8genexpr2__pyx_v_values, __pyx_t_8);
      __pyx_t_8 = 0;
      __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_join); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_8genexpr2__pyx_v_values, __pyx_n_s_split); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_12);
      __pyx_t_14 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_14);
      __pyx_t_15 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_12))) {
        __pyx_t_15 = PyMethod_GET_SELF(__pyx_t_12);
        if (likely(__pyx_t_15)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_12);
          __Pyx_INCREF(__pyx_t_15);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_12, function);
        }
      }
      __pyx_t_9 = (__pyx_t_15) ? __Pyx_PyObject_Call2Args(__pyx_t_12, __pyx_t_15, __pyx_t_14) : __Pyx_PyObject_CallOneArg(__pyx_t_12, __pyx_t_14);
      __Pyx_XDECREF(__pyx_t_15); __pyx_t_15 = 0;
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      __pyx_t_12 = PySequence_List(__pyx_t_9); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_8 = ((PyObject*)__pyx_t_12);
      __pyx_t_12 = 0;
      __pyx_t_16 = PyList_Sort(__pyx_t_8); if (unlikely(__pyx_t_16 == ((int)-1))) __PYX_ERR(0, 156, __pyx_L8_error)
      __pyx_t_12 = NULL;
      if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_6))) {
        __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_6);
        if (likely(__pyx_t_12)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
          __Pyx_INCREF(__pyx_t_12);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_6, function);
        }
      }
      __pyx_t_4 = (__pyx_t_12) ? __Pyx_PyObject_Call2Args(__pyx_t_6, __pyx_t_12, __pyx_t_8) : __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_8);
      __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (unlikely(PyDict_SetItem(__pyx_t_5, (PyObject*)__pyx_8genexpr2__pyx_v_field, (PyObject*)__pyx_t_4))) __PYX_ERR(0, 156, __pyx_L8_error)
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_feat); __pyx_8genexpr2__pyx_v_feat = 0;
    __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_field); __pyx_8genexpr2__pyx_v_field = 0;
    __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_values); __pyx_8genexpr2__pyx_v_values = 0;
    goto __pyx_L15_exit_scope;
    __pyx_L8_error:;
    __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_feat); __pyx_8genexpr2__pyx_v_feat = 0;
    __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_field); __pyx_8genexpr2__pyx_v_field = 0;
    __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_values); __pyx_8genexpr2__pyx_v_values = 0;
    goto __pyx_L1_error;
    __pyx_L15_exit_scope:;
  } /* exit inner scope */
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":153
 * 
 *     @staticmethod
 *     def feats_to_dict(feats):             # <<<<<<<<<<<<<<
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 *             return {}
 */

  /* 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_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_XDECREF(__pyx_t_14);
  __Pyx_XDECREF(__pyx_t_15);
  __Pyx_AddTraceback("spacy.morphology.Morphology.feats_to_dict", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_field);
  __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_values);
  __Pyx_XDECREF(__pyx_8genexpr2__pyx_v_feat);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":160
 * 
 *     @staticmethod
 *     def dict_to_feats(feats_dict):             # <<<<<<<<<<<<<<
 *         if len(feats_dict) == 0:
 *             return ""
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_15dict_to_feats(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_10morphology_10Morphology_14dict_to_feats[] = "Morphology.dict_to_feats(feats_dict)";
static PyMethodDef __pyx_mdef_5spacy_10morphology_10Morphology_15dict_to_feats = {"dict_to_feats", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_10morphology_10Morphology_15dict_to_feats, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_10morphology_10Morphology_14dict_to_feats};
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_15dict_to_feats(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_feats_dict = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("dict_to_feats (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_feats_dict,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_feats_dict)) != 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, "dict_to_feats") < 0)) __PYX_ERR(0, 160, __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_feats_dict = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("dict_to_feats", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 160, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.morphology.Morphology.dict_to_feats", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_14dict_to_feats(__pyx_v_feats_dict);

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_14dict_to_feats(PyObject *__pyx_v_feats_dict) {
  PyObject *__pyx_v_field = NULL;
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_r = NULL;
  __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 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *(*__pyx_t_10)(PyObject *);
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *(*__pyx_t_13)(PyObject *);
  PyObject *__pyx_t_14 = NULL;
  PyObject *__pyx_t_15 = NULL;
  PyObject *__pyx_t_16 = NULL;
  PyObject *__pyx_t_17 = NULL;
  PyObject *__pyx_t_18 = NULL;
  int __pyx_t_19;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("dict_to_feats", 0);

  /* "spacy/morphology.pyx":161
 *     @staticmethod
 *     def dict_to_feats(feats_dict):
 *         if len(feats_dict) == 0:             # <<<<<<<<<<<<<<
 *             return ""
 *         return Morphology.FEATURE_SEP.join(sorted([Morphology.FIELD_SEP.join([field, Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP)))]) for field, values in feats_dict.items()]))
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_feats_dict); if (unlikely(__pyx_t_1 == ((Py_ssize_t)-1))) __PYX_ERR(0, 161, __pyx_L1_error)
  __pyx_t_2 = ((__pyx_t_1 == 0) != 0);
  if (__pyx_t_2) {

    /* "spacy/morphology.pyx":162
 *     def dict_to_feats(feats_dict):
 *         if len(feats_dict) == 0:
 *             return ""             # <<<<<<<<<<<<<<
 *         return Morphology.FEATURE_SEP.join(sorted([Morphology.FIELD_SEP.join([field, Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP)))]) for field, values in feats_dict.items()]))
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_kp_s_);
    __pyx_r = __pyx_kp_s_;
    goto __pyx_L0;

    /* "spacy/morphology.pyx":161
 *     @staticmethod
 *     def dict_to_feats(feats_dict):
 *         if len(feats_dict) == 0:             # <<<<<<<<<<<<<<
 *             return ""
 *         return Morphology.FEATURE_SEP.join(sorted([Morphology.FIELD_SEP.join([field, Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP)))]) for field, values in feats_dict.items()]))
 */
  }

  /* "spacy/morphology.pyx":163
 *         if len(feats_dict) == 0:
 *             return ""
 *         return Morphology.FEATURE_SEP.join(sorted([Morphology.FIELD_SEP.join([field, Morphology.VALUE_SEP.join(sorted(values.split(Morphology.VALUE_SEP)))]) for field, values in feats_dict.items()]))             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_FEATURE_SEP); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_join); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = PyList_New(0); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_v_feats_dict, __pyx_n_s_items); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_9 = NULL;
  if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) {
    __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_8);
    if (likely(__pyx_t_9)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
      __Pyx_INCREF(__pyx_t_9);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_8, function);
    }
  }
  __pyx_t_7 = (__pyx_t_9) ? __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_9) : __Pyx_PyObject_CallNoArg(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
  if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (likely(PyList_CheckExact(__pyx_t_7)) || PyTuple_CheckExact(__pyx_t_7)) {
    __pyx_t_8 = __pyx_t_7; __Pyx_INCREF(__pyx_t_8); __pyx_t_1 = 0;
    __pyx_t_10 = NULL;
  } else {
    __pyx_t_1 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_7); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = Py_TYPE(__pyx_t_8)->tp_iternext; if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 163, __pyx_L1_error)
  }
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  for (;;) {
    if (likely(!__pyx_t_10)) {
      if (likely(PyList_CheckExact(__pyx_t_8))) {
        if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_1); __Pyx_INCREF(__pyx_t_7); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 163, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_8, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 163, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      } else {
        if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_1); __Pyx_INCREF(__pyx_t_7); __pyx_t_1++; if (unlikely(0 < 0)) __PYX_ERR(0, 163, __pyx_L1_error)
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_8, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 163, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        #endif
      }
    } else {
      __pyx_t_7 = __pyx_t_10(__pyx_t_8);
      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, 163, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_7);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_7))) || (PyList_CheckExact(__pyx_t_7))) {
      PyObject* sequence = __pyx_t_7;
      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, 163, __pyx_L1_error)
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_9 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_11 = PyTuple_GET_ITEM(sequence, 1); 
      } else {
        __pyx_t_9 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_11 = PyList_GET_ITEM(sequence, 1); 
      }
      __Pyx_INCREF(__pyx_t_9);
      __Pyx_INCREF(__pyx_t_11);
      #else
      __pyx_t_9 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 163, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_11 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 163, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_11);
      #endif
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_12 = PyObject_GetIter(__pyx_t_7); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 163, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_13 = Py_TYPE(__pyx_t_12)->tp_iternext;
      index = 0; __pyx_t_9 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_9)) goto __pyx_L6_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_9);
      index = 1; __pyx_t_11 = __pyx_t_13(__pyx_t_12); if (unlikely(!__pyx_t_11)) goto __pyx_L6_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_11);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_13(__pyx_t_12), 2) < 0) __PYX_ERR(0, 163, __pyx_L1_error)
      __pyx_t_13 = NULL;
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      goto __pyx_L7_unpacking_done;
      __pyx_L6_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      __pyx_t_13 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 163, __pyx_L1_error)
      __pyx_L7_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_field, __pyx_t_9);
    __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_values, __pyx_t_11);
    __pyx_t_11 = 0;
    __pyx_t_11 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_FIELD_SEP); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_11);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_join); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
    __pyx_t_12 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_12);
    __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_t_12, __pyx_n_s_join); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
    __pyx_t_16 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_split); if (unlikely(!__pyx_t_16)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_16);
    __pyx_t_17 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_n_s_VALUE_SEP); if (unlikely(!__pyx_t_17)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_17);
    __pyx_t_18 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_16))) {
      __pyx_t_18 = PyMethod_GET_SELF(__pyx_t_16);
      if (likely(__pyx_t_18)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_16);
        __Pyx_INCREF(__pyx_t_18);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_16, function);
      }
    }
    __pyx_t_15 = (__pyx_t_18) ? __Pyx_PyObject_Call2Args(__pyx_t_16, __pyx_t_18, __pyx_t_17) : __Pyx_PyObject_CallOneArg(__pyx_t_16, __pyx_t_17);
    __Pyx_XDECREF(__pyx_t_18); __pyx_t_18 = 0;
    __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
    if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_15);
    __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
    __pyx_t_16 = PySequence_List(__pyx_t_15); if (unlikely(!__pyx_t_16)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_16);
    __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
    __pyx_t_12 = ((PyObject*)__pyx_t_16);
    __pyx_t_16 = 0;
    __pyx_t_19 = PyList_Sort(__pyx_t_12); if (unlikely(__pyx_t_19 == ((int)-1))) __PYX_ERR(0, 163, __pyx_L1_error)
    __pyx_t_16 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_14))) {
      __pyx_t_16 = PyMethod_GET_SELF(__pyx_t_14);
      if (likely(__pyx_t_16)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_14);
        __Pyx_INCREF(__pyx_t_16);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_14, function);
      }
    }
    __pyx_t_11 = (__pyx_t_16) ? __Pyx_PyObject_Call2Args(__pyx_t_14, __pyx_t_16, __pyx_t_12) : __Pyx_PyObject_CallOneArg(__pyx_t_14, __pyx_t_12);
    __Pyx_XDECREF(__pyx_t_16); __pyx_t_16 = 0;
    __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
    if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_11);
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    __pyx_t_14 = PyList_New(2); if (unlikely(!__pyx_t_14)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_14);
    __Pyx_INCREF(__pyx_v_field);
    __Pyx_GIVEREF(__pyx_v_field);
    PyList_SET_ITEM(__pyx_t_14, 0, __pyx_v_field);
    __Pyx_GIVEREF(__pyx_t_11);
    PyList_SET_ITEM(__pyx_t_14, 1, __pyx_t_11);
    __pyx_t_11 = 0;
    __pyx_t_11 = NULL;
    if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_9))) {
      __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_9);
      if (likely(__pyx_t_11)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
        __Pyx_INCREF(__pyx_t_11);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_9, function);
      }
    }
    __pyx_t_7 = (__pyx_t_11) ? __Pyx_PyObject_Call2Args(__pyx_t_9, __pyx_t_11, __pyx_t_14) : __Pyx_PyObject_CallOneArg(__pyx_t_9, __pyx_t_14);
    __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_6, (PyObject*)__pyx_t_7))) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_4 = ((PyObject*)__pyx_t_6);
  __pyx_t_6 = 0;
  __pyx_t_19 = PyList_Sort(__pyx_t_4); if (unlikely(__pyx_t_19 == ((int)-1))) __PYX_ERR(0, 163, __pyx_L1_error)
  __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_t_4) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":160
 * 
 *     @staticmethod
 *     def dict_to_feats(feats_dict):             # <<<<<<<<<<<<<<
 *         if len(feats_dict) == 0:
 *             return ""
 */

  /* 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_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_XDECREF(__pyx_t_14);
  __Pyx_XDECREF(__pyx_t_15);
  __Pyx_XDECREF(__pyx_t_16);
  __Pyx_XDECREF(__pyx_t_17);
  __Pyx_XDECREF(__pyx_t_18);
  __Pyx_AddTraceback("spacy.morphology.Morphology.dict_to_feats", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_field);
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pxd":12
 * 
 * cdef class Morphology:
 *     cdef readonly Pool mem             # <<<<<<<<<<<<<<
 *     cdef readonly StringStore strings
 *     cdef PreshMap tags  # Keyed by hash, value is pointer to tag
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_3mem_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_3mem_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_3mem___get__(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_3mem___get__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->mem));
  __pyx_r = ((PyObject *)__pyx_v_self->mem);
  goto __pyx_L0;

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

/* "spacy/morphology.pxd":13
 * cdef class Morphology:
 *     cdef readonly Pool mem
 *     cdef readonly StringStore strings             # <<<<<<<<<<<<<<
 *     cdef PreshMap tags  # Keyed by hash, value is pointer to tag
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_7strings_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_5spacy_10morphology_10Morphology_7strings_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5spacy_10morphology_10Morphology_7strings___get__(((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_v_self));

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

static PyObject *__pyx_pf_5spacy_10morphology_10Morphology_7strings___get__(struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->strings));
  __pyx_r = ((PyObject *)__pyx_v_self->strings);
  goto __pyx_L0;

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

/* "spacy/morphology.pyx":166
 * 
 * 
 * cdef int check_feature(const MorphAnalysisC* morph, attr_t feature) nogil:             # <<<<<<<<<<<<<<
 *     cdef int i
 *     for i in range(morph.length):
 */

static int __pyx_f_5spacy_10morphology_check_feature(struct __pyx_t_5spacy_7structs_MorphAnalysisC const *__pyx_v_morph, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_feature) {
  int __pyx_v_i;
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;

  /* "spacy/morphology.pyx":168
 * cdef int check_feature(const MorphAnalysisC* morph, attr_t feature) nogil:
 *     cdef int i
 *     for i in range(morph.length):             # <<<<<<<<<<<<<<
 *         if morph.features[i] == feature:
 *             return True
 */
  __pyx_t_1 = __pyx_v_morph->length;
  __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;

    /* "spacy/morphology.pyx":169
 *     cdef int i
 *     for i in range(morph.length):
 *         if morph.features[i] == feature:             # <<<<<<<<<<<<<<
 *             return True
 *     return False
 */
    __pyx_t_4 = (((__pyx_v_morph->features[__pyx_v_i]) == __pyx_v_feature) != 0);
    if (__pyx_t_4) {

      /* "spacy/morphology.pyx":170
 *     for i in range(morph.length):
 *         if morph.features[i] == feature:
 *             return True             # <<<<<<<<<<<<<<
 *     return False
 * 
 */
      __pyx_r = 1;
      goto __pyx_L0;

      /* "spacy/morphology.pyx":169
 *     cdef int i
 *     for i in range(morph.length):
 *         if morph.features[i] == feature:             # <<<<<<<<<<<<<<
 *             return True
 *     return False
 */
    }
  }

  /* "spacy/morphology.pyx":171
 *         if morph.features[i] == feature:
 *             return True
 *     return False             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":166
 * 
 * 
 * cdef int check_feature(const MorphAnalysisC* morph, attr_t feature) nogil:             # <<<<<<<<<<<<<<
 *     cdef int i
 *     for i in range(morph.length):
 */

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

/* "spacy/morphology.pyx":174
 * 
 * 
 * cdef list list_features(const MorphAnalysisC* morph):             # <<<<<<<<<<<<<<
 *     cdef int i
 *     features = []
 */

static PyObject *__pyx_f_5spacy_10morphology_list_features(struct __pyx_t_5spacy_7structs_MorphAnalysisC const *__pyx_v_morph) {
  int __pyx_v_i;
  PyObject *__pyx_v_features = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  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_RefNannySetupContext("list_features", 0);

  /* "spacy/morphology.pyx":176
 * cdef list list_features(const MorphAnalysisC* morph):
 *     cdef int i
 *     features = []             # <<<<<<<<<<<<<<
 *     for i in range(morph.length):
 *         features.append(morph.features[i])
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 176, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_features = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":177
 *     cdef int i
 *     features = []
 *     for i in range(morph.length):             # <<<<<<<<<<<<<<
 *         features.append(morph.features[i])
 *     return features
 */
  __pyx_t_2 = __pyx_v_morph->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/morphology.pyx":178
 *     features = []
 *     for i in range(morph.length):
 *         features.append(morph.features[i])             # <<<<<<<<<<<<<<
 *     return features
 * 
 */
    __pyx_t_1 = __Pyx_PyInt_From_uint64_t((__pyx_v_morph->features[__pyx_v_i])); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 178, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_5 = __Pyx_PyList_Append(__pyx_v_features, __pyx_t_1); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(0, 178, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "spacy/morphology.pyx":179
 *     for i in range(morph.length):
 *         features.append(morph.features[i])
 *     return features             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_features);
  __pyx_r = __pyx_v_features;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":174
 * 
 * 
 * cdef list list_features(const MorphAnalysisC* morph):             # <<<<<<<<<<<<<<
 *     cdef int i
 *     features = []
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("spacy.morphology.list_features", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_features);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":182
 * 
 * 
 * cdef np.ndarray get_by_field(const MorphAnalysisC* morph, attr_t field):             # <<<<<<<<<<<<<<
 *     cdef np.ndarray results = numpy.zeros((morph.length,), dtype="uint64")
 *     n = get_n_by_field(<uint64_t*>results.data, morph, field)
 */

static PyArrayObject *__pyx_f_5spacy_10morphology_get_by_field(struct __pyx_t_5spacy_7structs_MorphAnalysisC const *__pyx_v_morph, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_field) {
  PyArrayObject *__pyx_v_results = 0;
  int __pyx_v_n;
  PyArrayObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_by_field", 0);

  /* "spacy/morphology.pyx":183
 * 
 * cdef np.ndarray get_by_field(const MorphAnalysisC* morph, attr_t field):
 *     cdef np.ndarray results = numpy.zeros((morph.length,), dtype="uint64")             # <<<<<<<<<<<<<<
 *     n = get_n_by_field(<uint64_t*>results.data, morph, field)
 *     return results[:n]
 */
  __Pyx_GetModuleGlobalName(__pyx_t_1, __pyx_n_s_numpy); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_morph->length); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_n_s_uint64) < 0) __PYX_ERR(0, 183, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 183, __pyx_L1_error)
  __pyx_v_results = ((PyArrayObject *)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "spacy/morphology.pyx":184
 * cdef np.ndarray get_by_field(const MorphAnalysisC* morph, attr_t field):
 *     cdef np.ndarray results = numpy.zeros((morph.length,), dtype="uint64")
 *     n = get_n_by_field(<uint64_t*>results.data, morph, field)             # <<<<<<<<<<<<<<
 *     return results[:n]
 * 
 */
  __pyx_v_n = __pyx_f_5spacy_10morphology_get_n_by_field(((uint64_t *)__pyx_v_results->data), __pyx_v_morph, __pyx_v_field);

  /* "spacy/morphology.pyx":185
 *     cdef np.ndarray results = numpy.zeros((morph.length,), dtype="uint64")
 *     n = get_n_by_field(<uint64_t*>results.data, morph, field)
 *     return results[:n]             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __pyx_t_4 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_results), 0, __pyx_v_n, NULL, NULL, NULL, 0, 1, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 185, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 185, __pyx_L1_error)
  __pyx_r = ((PyArrayObject *)__pyx_t_4);
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":182
 * 
 * 
 * cdef np.ndarray get_by_field(const MorphAnalysisC* morph, attr_t field):             # <<<<<<<<<<<<<<
 *     cdef np.ndarray results = numpy.zeros((morph.length,), dtype="uint64")
 *     n = get_n_by_field(<uint64_t*>results.data, morph, field)
 */

  /* 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.morphology.get_by_field", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_results);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "spacy/morphology.pyx":188
 * 
 * 
 * cdef int get_n_by_field(attr_t* results, const MorphAnalysisC* morph, attr_t field) nogil:             # <<<<<<<<<<<<<<
 *     cdef int n_results = 0
 *     cdef int i
 */

static int __pyx_f_5spacy_10morphology_get_n_by_field(__pyx_t_5spacy_8typedefs_attr_t *__pyx_v_results, struct __pyx_t_5spacy_7structs_MorphAnalysisC const *__pyx_v_morph, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_field) {
  int __pyx_v_n_results;
  int __pyx_v_i;
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;

  /* "spacy/morphology.pyx":189
 * 
 * cdef int get_n_by_field(attr_t* results, const MorphAnalysisC* morph, attr_t field) nogil:
 *     cdef int n_results = 0             # <<<<<<<<<<<<<<
 *     cdef int i
 *     for i in range(morph.length):
 */
  __pyx_v_n_results = 0;

  /* "spacy/morphology.pyx":191
 *     cdef int n_results = 0
 *     cdef int i
 *     for i in range(morph.length):             # <<<<<<<<<<<<<<
 *         if morph.fields[i] == field:
 *             results[n_results] = morph.features[i]
 */
  __pyx_t_1 = __pyx_v_morph->length;
  __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;

    /* "spacy/morphology.pyx":192
 *     cdef int i
 *     for i in range(morph.length):
 *         if morph.fields[i] == field:             # <<<<<<<<<<<<<<
 *             results[n_results] = morph.features[i]
 *             n_results += 1
 */
    __pyx_t_4 = (((__pyx_v_morph->fields[__pyx_v_i]) == __pyx_v_field) != 0);
    if (__pyx_t_4) {

      /* "spacy/morphology.pyx":193
 *     for i in range(morph.length):
 *         if morph.fields[i] == field:
 *             results[n_results] = morph.features[i]             # <<<<<<<<<<<<<<
 *             n_results += 1
 *     return n_results
 */
      (__pyx_v_results[__pyx_v_n_results]) = (__pyx_v_morph->features[__pyx_v_i]);

      /* "spacy/morphology.pyx":194
 *         if morph.fields[i] == field:
 *             results[n_results] = morph.features[i]
 *             n_results += 1             # <<<<<<<<<<<<<<
 *     return n_results
 * 
 */
      __pyx_v_n_results = (__pyx_v_n_results + 1);

      /* "spacy/morphology.pyx":192
 *     cdef int i
 *     for i in range(morph.length):
 *         if morph.fields[i] == field:             # <<<<<<<<<<<<<<
 *             results[n_results] = morph.features[i]
 *             n_results += 1
 */
    }
  }

  /* "spacy/morphology.pyx":195
 *             results[n_results] = morph.features[i]
 *             n_results += 1
 *     return n_results             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_n_results;
  goto __pyx_L0;

  /* "spacy/morphology.pyx":188
 * 
 * 
 * cdef int get_n_by_field(attr_t* results, const MorphAnalysisC* morph, attr_t field) nogil:             # <<<<<<<<<<<<<<
 *     cdef int n_results = 0
 *     cdef int i
 */

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

/* "spacy/morphology.pyx":198
 * 
 * 
 * def unpickle_morphology(strings, tags):             # <<<<<<<<<<<<<<
 *     cdef Morphology morphology = Morphology(strings)
 *     for tag in tags:
 */

/* Python wrapper */
static PyObject *__pyx_pw_5spacy_10morphology_1unpickle_morphology(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_10morphology_unpickle_morphology[] = "unpickle_morphology(strings, tags)";
static PyMethodDef __pyx_mdef_5spacy_10morphology_1unpickle_morphology = {"unpickle_morphology", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_10morphology_1unpickle_morphology, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_10morphology_unpickle_morphology};
static PyObject *__pyx_pw_5spacy_10morphology_1unpickle_morphology(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_strings = 0;
  PyObject *__pyx_v_tags = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("unpickle_morphology (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_strings,&__pyx_n_s_tags,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_strings)) != 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_tags)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("unpickle_morphology", 1, 2, 2, 1); __PYX_ERR(0, 198, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "unpickle_morphology") < 0)) __PYX_ERR(0, 198, __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_strings = values[0];
    __pyx_v_tags = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("unpickle_morphology", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 198, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("spacy.morphology.unpickle_morphology", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_5spacy_10morphology_unpickle_morphology(__pyx_self, __pyx_v_strings, __pyx_v_tags);

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

static PyObject *__pyx_pf_5spacy_10morphology_unpickle_morphology(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_strings, PyObject *__pyx_v_tags) {
  struct __pyx_obj_5spacy_10morphology_Morphology *__pyx_v_morphology = 0;
  PyObject *__pyx_v_tag = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  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_RefNannySetupContext("unpickle_morphology", 0);

  /* "spacy/morphology.pyx":199
 * 
 * def unpickle_morphology(strings, tags):
 *     cdef Morphology morphology = Morphology(strings)             # <<<<<<<<<<<<<<
 *     for tag in tags:
 *         morphology.add(tag)
 */
  __pyx_t_1 = __Pyx_PyObject_CallOneArg(((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology), __pyx_v_strings); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 199, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_morphology = ((struct __pyx_obj_5spacy_10morphology_Morphology *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":200
 * def unpickle_morphology(strings, tags):
 *     cdef Morphology morphology = Morphology(strings)
 *     for tag in tags:             # <<<<<<<<<<<<<<
 *         morphology.add(tag)
 *     return morphology
 */
  if (likely(PyList_CheckExact(__pyx_v_tags)) || PyTuple_CheckExact(__pyx_v_tags)) {
    __pyx_t_1 = __pyx_v_tags; __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_tags); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 200, __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, 200, __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, 200, __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, 200, __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, 200, __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, 200, __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, 200, __pyx_L1_error)
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    __Pyx_XDECREF_SET(__pyx_v_tag, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "spacy/morphology.pyx":201
 *     cdef Morphology morphology = Morphology(strings)
 *     for tag in tags:
 *         morphology.add(tag)             # <<<<<<<<<<<<<<
 *     return morphology
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_morphology), __pyx_n_s_add); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 201, __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_tag) : __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_tag);
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 201, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "spacy/morphology.pyx":200
 * def unpickle_morphology(strings, tags):
 *     cdef Morphology morphology = Morphology(strings)
 *     for tag in tags:             # <<<<<<<<<<<<<<
 *         morphology.add(tag)
 *     return morphology
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":202
 *     for tag in tags:
 *         morphology.add(tag)
 *     return morphology             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_morphology));
  __pyx_r = ((PyObject *)__pyx_v_morphology);
  goto __pyx_L0;

  /* "spacy/morphology.pyx":198
 * 
 * 
 * def unpickle_morphology(strings, tags):             # <<<<<<<<<<<<<<
 *     cdef Morphology morphology = Morphology(strings)
 *     for tag in tags:
 */

  /* 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("spacy.morphology.unpickle_morphology", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_morphology);
  __Pyx_XDECREF(__pyx_v_tag);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":731
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":732
 * 
 * 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(1, 732, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":731
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":734
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":735
 * 
 * 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(1, 735, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":734
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":737
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":738
 * 
 * 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(1, 738, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":737
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":740
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":741
 * 
 * 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(1, 741, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":740
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":743
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d, PyObject *__pyx_v_e) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":744
 * 
 * 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(1, 744, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":743
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":746
 *     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_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("PyDataType_SHAPE", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":747
 * 
 * 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) {

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":748
 * 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;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":747
 * 
 * cdef inline tuple PyDataType_SHAPE(dtype d):
 *     if PyDataType_HASSUBARRAY(d):             # <<<<<<<<<<<<<<
 *         return <tuple>d.subarray.shape
 *     else:
 */
  }

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":750
 *         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;
  }

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":746
 *     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_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":926
 *     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_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("set_array_base", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":927
 * 
 * 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);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":928
 * 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):
 */
  __pyx_t_1 = PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base); if (unlikely(__pyx_t_1 == ((int)-1))) __PYX_ERR(1, 928, __pyx_L1_error)

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":926
 *     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_RefNannyFinishContext();
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":930
 *     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_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("get_array_base", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":931
 * 
 * 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);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":932
 * 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) {

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":933
 *     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;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":932
 * cdef inline object get_array_base(ndarray arr):
 *     base = PyArray_BASE(arr)
 *     if base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     return <object>base
 */
  }

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":934
 *     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;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":930
 *     PyArray_SetBaseObject(arr, base)
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     base = PyArray_BASE(arr)
 *     if base is NULL:
 */

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

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":938
 * # 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_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);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":939
 * # 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:*/ {

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":940
 * 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(1, 940, __pyx_L3_error)

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":939
 * # 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:;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":941
 *     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(1, 941, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":942
 *         __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__2, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 942, __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(1, 942, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":939
 * # 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:;
  }

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":938
 * # 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_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":944
 *         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_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);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":945
 * 
 * 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:*/ {

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":946
 * 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(1, 946, __pyx_L3_error)

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":945
 * 
 * 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:;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":947
 *     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(1, 947, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":948
 *         _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__3, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 948, __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(1, 948, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":945
 * 
 * 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:;
  }

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":944
 *         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_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":950
 *         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_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);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":951
 * 
 * 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:*/ {

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":952
 * 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(1, 952, __pyx_L3_error)

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":951
 * 
 * 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:;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":953
 *     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(1, 953, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":954
 *         _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__3, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 954, __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(1, 954, __pyx_L5_except_error)
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":951
 * 
 * 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:;
  }

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":950
 *         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_RefNannyFinishContext();
  return __pyx_r;
}

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":964
 * 
 * 
 * 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_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_timedelta64_object", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":976
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type));
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":964
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
 */

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

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":979
 * 
 * 
 * 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_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_datetime64_object", 0);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":991
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type));
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":979
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
 */

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

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":994
 * 
 * 
 * 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;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1001
 *     also needed.  That can be found using `get_datetime64_unit`.
 *     """
 *     return (<PyDatetimeScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval;
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":994
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
 */

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

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1004
 * 
 * 
 * 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;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1008
 *     returns the int64 value underlying scalar numpy timedelta64 object
 *     """
 *     return (<PyTimedeltaScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval;
  goto __pyx_L0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1004
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
 */

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

/* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1011
 * 
 * 
 * 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;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1015
 *     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;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1011
 * 
 * 
 * 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_L0:;
  return __pyx_r;
}
static struct __pyx_vtabstruct_5spacy_10morphology_Morphology __pyx_vtable_5spacy_10morphology_Morphology;

static PyObject *__pyx_tp_new_5spacy_10morphology_Morphology(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_5spacy_10morphology_Morphology *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_10morphology_Morphology *)o);
  p->__pyx_vtab = __pyx_vtabptr_5spacy_10morphology_Morphology;
  p->mem = ((struct __pyx_obj_5cymem_5cymem_Pool *)Py_None); Py_INCREF(Py_None);
  p->strings = ((struct __pyx_obj_5spacy_7strings_StringStore *)Py_None); Py_INCREF(Py_None);
  p->tags = ((struct __pyx_obj_7preshed_4maps_PreshMap *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5spacy_10morphology_Morphology(PyObject *o) {
  struct __pyx_obj_5spacy_10morphology_Morphology *p = (struct __pyx_obj_5spacy_10morphology_Morphology *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->mem);
  Py_CLEAR(p->strings);
  Py_CLEAR(p->tags);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_5spacy_10morphology_Morphology(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_10morphology_Morphology *p = (struct __pyx_obj_5spacy_10morphology_Morphology *)o;
  if (p->mem) {
    e = (*v)(((PyObject *)p->mem), a); if (e) return e;
  }
  if (p->strings) {
    e = (*v)(((PyObject *)p->strings), a); if (e) return e;
  }
  if (p->tags) {
    e = (*v)(((PyObject *)p->tags), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_10morphology_Morphology(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_10morphology_Morphology *p = (struct __pyx_obj_5spacy_10morphology_Morphology *)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->strings);
  p->strings = ((struct __pyx_obj_5spacy_7strings_StringStore *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->tags);
  p->tags = ((struct __pyx_obj_7preshed_4maps_PreshMap *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_5spacy_10morphology_10Morphology_mem(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_10morphology_10Morphology_3mem_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_10morphology_10Morphology_strings(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_10morphology_10Morphology_7strings_1__get__(o);
}

static PyMethodDef __pyx_methods_5spacy_10morphology_Morphology[] = {
  {"__reduce__", (PyCFunction)__pyx_pw_5spacy_10morphology_10Morphology_3__reduce__, METH_NOARGS, __pyx_doc_5spacy_10morphology_10Morphology_2__reduce__},
  {"add", (PyCFunction)__pyx_pw_5spacy_10morphology_10Morphology_5add, METH_O, __pyx_doc_5spacy_10morphology_10Morphology_4add},
  {"normalize_features", (PyCFunction)__pyx_pw_5spacy_10morphology_10Morphology_7normalize_features, METH_O, __pyx_doc_5spacy_10morphology_10Morphology_6normalize_features},
  {"normalize_attrs", (PyCFunction)__pyx_pw_5spacy_10morphology_10Morphology_9normalize_attrs, METH_O, __pyx_doc_5spacy_10morphology_10Morphology_8normalize_attrs},
  {"get", (PyCFunction)__pyx_pw_5spacy_10morphology_10Morphology_11get, METH_O, __pyx_doc_5spacy_10morphology_10Morphology_10get},
  {"feats_to_dict", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_10morphology_10Morphology_13feats_to_dict, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_10morphology_10Morphology_12feats_to_dict},
  {"dict_to_feats", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_10morphology_10Morphology_15dict_to_feats, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_10morphology_10Morphology_14dict_to_feats},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5spacy_10morphology_Morphology[] = {
  {(char *)"mem", __pyx_getprop_5spacy_10morphology_10Morphology_mem, 0, (char *)0, 0},
  {(char *)"strings", __pyx_getprop_5spacy_10morphology_10Morphology_strings, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5spacy_10morphology_Morphology = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.morphology.Morphology", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_10morphology_Morphology), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_10morphology_Morphology, /*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_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Morphology(StringStore strings)\nStore the possible morphological analyses for a language, and index them\n    by hash.\n\n    To save space on each token, tokens only know the hash of their\n    morphological analysis, so queries of morphological attributes are delegated\n    to this class.\n    ", /*tp_doc*/
  __pyx_tp_traverse_5spacy_10morphology_Morphology, /*tp_traverse*/
  __pyx_tp_clear_5spacy_10morphology_Morphology, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5spacy_10morphology_Morphology, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5spacy_10morphology_Morphology, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5spacy_10morphology_10Morphology_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_10morphology_Morphology, /*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 && PY_VERSION_HEX < 0x030a0000
  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_morphology(PyObject* module); /*proto*/
static PyModuleDef_Slot __pyx_moduledef_slots[] = {
  {Py_mod_create, (void*)__pyx_pymod_create},
  {Py_mod_exec, (void*)__pyx_pymod_exec_morphology},
  {0, NULL}
};
#endif

static struct PyModuleDef __pyx_moduledef = {
    PyModuleDef_HEAD_INIT,
    "morphology",
    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_kp_s_, __pyx_k_, sizeof(__pyx_k_), 0, 0, 1, 0},
  {&__pyx_n_s_EMPTY_MORPH, __pyx_k_EMPTY_MORPH, sizeof(__pyx_k_EMPTY_MORPH), 0, 0, 1, 1},
  {&__pyx_n_s_FEATURE_SEP, __pyx_k_FEATURE_SEP, sizeof(__pyx_k_FEATURE_SEP), 0, 0, 1, 1},
  {&__pyx_n_s_FIELD_SEP, __pyx_k_FIELD_SEP, sizeof(__pyx_k_FIELD_SEP), 0, 0, 1, 1},
  {&__pyx_n_s_IDS, __pyx_k_IDS, sizeof(__pyx_k_IDS), 0, 0, 1, 1},
  {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
  {&__pyx_n_s_Morphology, __pyx_k_Morphology, sizeof(__pyx_k_Morphology), 0, 0, 1, 1},
  {&__pyx_n_s_NAMES, __pyx_k_NAMES, sizeof(__pyx_k_NAMES), 0, 0, 1, 1},
  {&__pyx_n_s_POS, __pyx_k_POS, sizeof(__pyx_k_POS), 0, 0, 1, 1},
  {&__pyx_n_s_POS_IDS, __pyx_k_POS_IDS, sizeof(__pyx_k_POS_IDS), 0, 0, 1, 1},
  {&__pyx_n_s_VALUE_SEP, __pyx_k_VALUE_SEP, sizeof(__pyx_k_VALUE_SEP), 0, 0, 1, 1},
  {&__pyx_n_s_W100, __pyx_k_W100, sizeof(__pyx_k_W100), 0, 0, 1, 1},
  {&__pyx_n_s_Warnings, __pyx_k_Warnings, sizeof(__pyx_k_Warnings), 0, 0, 1, 1},
  {&__pyx_kp_s__4, __pyx_k__4, sizeof(__pyx_k__4), 0, 0, 1, 0},
  {&__pyx_kp_s__5, __pyx_k__5, sizeof(__pyx_k__5), 0, 0, 1, 0},
  {&__pyx_kp_s__6, __pyx_k__6, sizeof(__pyx_k__6), 0, 0, 1, 0},
  {&__pyx_n_s__7, __pyx_k__7, sizeof(__pyx_k__7), 0, 0, 1, 1},
  {&__pyx_n_s_add, __pyx_k_add, sizeof(__pyx_k_add), 0, 0, 1, 1},
  {&__pyx_n_s_as_string, __pyx_k_as_string, sizeof(__pyx_k_as_string), 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_dict_to_feats, __pyx_k_dict_to_feats, sizeof(__pyx_k_dict_to_feats), 0, 0, 1, 1},
  {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1},
  {&__pyx_n_s_enumerate, __pyx_k_enumerate, sizeof(__pyx_k_enumerate), 0, 0, 1, 1},
  {&__pyx_n_s_errors, __pyx_k_errors, sizeof(__pyx_k_errors), 0, 0, 1, 1},
  {&__pyx_n_s_feat, __pyx_k_feat, sizeof(__pyx_k_feat), 0, 0, 1, 1},
  {&__pyx_n_s_feats, __pyx_k_feats, sizeof(__pyx_k_feats), 0, 0, 1, 1},
  {&__pyx_n_s_feats_dict, __pyx_k_feats_dict, sizeof(__pyx_k_feats_dict), 0, 0, 1, 1},
  {&__pyx_n_s_feats_to_dict, __pyx_k_feats_to_dict, sizeof(__pyx_k_feats_to_dict), 0, 0, 1, 1},
  {&__pyx_n_s_feature, __pyx_k_feature, sizeof(__pyx_k_feature), 0, 0, 1, 1},
  {&__pyx_n_s_field, __pyx_k_field, sizeof(__pyx_k_field), 0, 0, 1, 1},
  {&__pyx_n_s_format, __pyx_k_format, sizeof(__pyx_k_format), 0, 0, 1, 1},
  {&__pyx_n_s_get, __pyx_k_get, sizeof(__pyx_k_get), 0, 0, 1, 1},
  {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
  {&__pyx_n_s_items, __pyx_k_items, sizeof(__pyx_k_items), 0, 0, 1, 1},
  {&__pyx_n_s_join, __pyx_k_join, sizeof(__pyx_k_join), 0, 0, 1, 1},
  {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
  {&__pyx_n_s_morphology, __pyx_k_morphology, sizeof(__pyx_k_morphology), 0, 0, 1, 1},
  {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
  {&__pyx_n_s_normalize_attrs, __pyx_k_normalize_attrs, sizeof(__pyx_k_normalize_attrs), 0, 0, 1, 1},
  {&__pyx_n_s_normalize_features, __pyx_k_normalize_features, sizeof(__pyx_k_normalize_features), 0, 0, 1, 1},
  {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1},
  {&__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_parts_of_speech, __pyx_k_parts_of_speech, sizeof(__pyx_k_parts_of_speech), 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_spacy_morphology, __pyx_k_spacy_morphology, sizeof(__pyx_k_spacy_morphology), 0, 0, 1, 1},
  {&__pyx_kp_s_spacy_morphology_pyx, __pyx_k_spacy_morphology_pyx, sizeof(__pyx_k_spacy_morphology_pyx), 0, 0, 1, 0},
  {&__pyx_n_s_split, __pyx_k_split, sizeof(__pyx_k_split), 0, 0, 1, 1},
  {&__pyx_n_s_staticmethod, __pyx_k_staticmethod, sizeof(__pyx_k_staticmethod), 0, 0, 1, 1},
  {&__pyx_n_s_strings, __pyx_k_strings, sizeof(__pyx_k_strings), 0, 0, 1, 1},
  {&__pyx_n_s_symbols, __pyx_k_symbols, sizeof(__pyx_k_symbols), 0, 0, 1, 1},
  {&__pyx_n_s_tag, __pyx_k_tag, sizeof(__pyx_k_tag), 0, 0, 1, 1},
  {&__pyx_n_s_tags, __pyx_k_tags, sizeof(__pyx_k_tags), 0, 0, 1, 1},
  {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
  {&__pyx_n_s_uint64, __pyx_k_uint64, sizeof(__pyx_k_uint64), 0, 0, 1, 1},
  {&__pyx_n_s_unpickle_morphology, __pyx_k_unpickle_morphology, sizeof(__pyx_k_unpickle_morphology), 0, 0, 1, 1},
  {&__pyx_n_s_upper, __pyx_k_upper, sizeof(__pyx_k_upper), 0, 0, 1, 1},
  {&__pyx_n_s_values, __pyx_k_values, sizeof(__pyx_k_values), 0, 0, 1, 1},
  {&__pyx_n_s_warn, __pyx_k_warn, sizeof(__pyx_k_warn), 0, 0, 1, 1},
  {&__pyx_n_s_warnings, __pyx_k_warnings, sizeof(__pyx_k_warnings), 0, 0, 1, 1},
  {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1},
  {0, 0, 0, 0, 0, 0, 0}
};
static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) {
  __pyx_builtin_staticmethod = __Pyx_GetBuiltinName(__pyx_n_s_staticmethod); if (!__pyx_builtin_staticmethod) __PYX_ERR(0, 152, __pyx_L1_error)
  __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) __PYX_ERR(0, 133, __pyx_L1_error)
  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) __PYX_ERR(0, 168, __pyx_L1_error)
  __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) __PYX_ERR(1, 942, __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);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":942
 *         __pyx_import_array()
 *     except Exception:
 *         raise ImportError("numpy.core.multiarray failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_umath() except -1:
 */
  __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); if (unlikely(!__pyx_tuple__2)) __PYX_ERR(1, 942, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__2);
  __Pyx_GIVEREF(__pyx_tuple__2);

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":948
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * cdef inline int import_ufunc() except -1:
 */
  __pyx_tuple__3 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(1, 948, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__3);
  __Pyx_GIVEREF(__pyx_tuple__3);

  /* "spacy/morphology.pyx":153
 * 
 *     @staticmethod
 *     def feats_to_dict(feats):             # <<<<<<<<<<<<<<
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 *             return {}
 */
  __pyx_tuple__8 = PyTuple_Pack(4, __pyx_n_s_feats, __pyx_n_s_field, __pyx_n_s_values, __pyx_n_s_feat); if (unlikely(!__pyx_tuple__8)) __PYX_ERR(0, 153, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__8);
  __Pyx_GIVEREF(__pyx_tuple__8);
  __pyx_codeobj__9 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__8, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_morphology_pyx, __pyx_n_s_feats_to_dict, 153, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__9)) __PYX_ERR(0, 153, __pyx_L1_error)

  /* "spacy/morphology.pyx":160
 * 
 *     @staticmethod
 *     def dict_to_feats(feats_dict):             # <<<<<<<<<<<<<<
 *         if len(feats_dict) == 0:
 *             return ""
 */
  __pyx_tuple__10 = PyTuple_Pack(3, __pyx_n_s_feats_dict, __pyx_n_s_field, __pyx_n_s_values); if (unlikely(!__pyx_tuple__10)) __PYX_ERR(0, 160, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__10);
  __Pyx_GIVEREF(__pyx_tuple__10);
  __pyx_codeobj__11 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__10, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_morphology_pyx, __pyx_n_s_dict_to_feats, 160, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__11)) __PYX_ERR(0, 160, __pyx_L1_error)

  /* "spacy/morphology.pyx":198
 * 
 * 
 * def unpickle_morphology(strings, tags):             # <<<<<<<<<<<<<<
 *     cdef Morphology morphology = Morphology(strings)
 *     for tag in tags:
 */
  __pyx_tuple__12 = PyTuple_Pack(4, __pyx_n_s_strings, __pyx_n_s_tags, __pyx_n_s_morphology, __pyx_n_s_tag); if (unlikely(!__pyx_tuple__12)) __PYX_ERR(0, 198, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__12);
  __Pyx_GIVEREF(__pyx_tuple__12);
  __pyx_codeobj__13 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__12, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_spacy_morphology_pyx, __pyx_n_s_unpickle_morphology, 198, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__13)) __PYX_ERR(0, 198, __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_items.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)
  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 ---*/
  __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
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_function_export_code", 0);
  /*--- Function export code ---*/
  if (__Pyx_ExportFunction("check_feature", (void (*)(void))__pyx_f_5spacy_10morphology_check_feature, "int (struct __pyx_t_5spacy_7structs_MorphAnalysisC const *, __pyx_t_5spacy_8typedefs_attr_t)") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  if (__Pyx_ExportFunction("list_features", (void (*)(void))__pyx_f_5spacy_10morphology_list_features, "PyObject *(struct __pyx_t_5spacy_7structs_MorphAnalysisC const *)") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  if (__Pyx_ExportFunction("get_by_field", (void (*)(void))__pyx_f_5spacy_10morphology_get_by_field, "PyArrayObject *(struct __pyx_t_5spacy_7structs_MorphAnalysisC const *, __pyx_t_5spacy_8typedefs_attr_t)") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  if (__Pyx_ExportFunction("get_n_by_field", (void (*)(void))__pyx_f_5spacy_10morphology_get_n_by_field, "int (__pyx_t_5spacy_8typedefs_attr_t *, struct __pyx_t_5spacy_7structs_MorphAnalysisC const *, __pyx_t_5spacy_8typedefs_attr_t)") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

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_10morphology_Morphology = &__pyx_vtable_5spacy_10morphology_Morphology;
  __pyx_vtable_5spacy_10morphology_Morphology.create_morph_tag = (struct __pyx_t_5spacy_7structs_MorphAnalysisC (*)(struct __pyx_obj_5spacy_10morphology_Morphology *, PyObject *))__pyx_f_5spacy_10morphology_10Morphology_create_morph_tag;
  __pyx_vtable_5spacy_10morphology_Morphology.insert = (int (*)(struct __pyx_obj_5spacy_10morphology_Morphology *, struct __pyx_t_5spacy_7structs_MorphAnalysisC))__pyx_f_5spacy_10morphology_10Morphology_insert;
  if (PyType_Ready(&__pyx_type_5spacy_10morphology_Morphology) < 0) __PYX_ERR(0, 14, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_5spacy_10morphology_Morphology.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_5spacy_10morphology_Morphology.tp_dictoffset && __pyx_type_5spacy_10morphology_Morphology.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_5spacy_10morphology_Morphology.tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  if (__Pyx_SetVtable(__pyx_type_5spacy_10morphology_Morphology.tp_dict, __pyx_vtabptr_5spacy_10morphology_Morphology) < 0) __PYX_ERR(0, 14, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_Morphology, (PyObject *)&__pyx_type_5spacy_10morphology_Morphology) < 0) __PYX_ERR(0, 14, __pyx_L1_error)
  __pyx_ptype_5spacy_10morphology_Morphology = &__pyx_type_5spacy_10morphology_Morphology;
  __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(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 9, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_7cpython_4type_type = __Pyx_ImportType_0_29_37(__pyx_t_1, __Pyx_BUILTIN_MODULE_NAME, "type", 
  #if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000
  sizeof(PyTypeObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyTypeObject),
  #else
  sizeof(PyHeapTypeObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyHeapTypeObject),
  #endif
  __Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_7cpython_4type_type) __PYX_ERR(2, 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(1, 199, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5numpy_dtype = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "dtype", sizeof(PyArray_Descr), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyArray_Descr),__Pyx_ImportType_CheckSize_Ignore_0_29_37); if (!__pyx_ptype_5numpy_dtype) __PYX_ERR(1, 199, __pyx_L1_error)
  __pyx_ptype_5numpy_flatiter = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "flatiter", sizeof(PyArrayIterObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyArrayIterObject),__Pyx_ImportType_CheckSize_Ignore_0_29_37); if (!__pyx_ptype_5numpy_flatiter) __PYX_ERR(1, 222, __pyx_L1_error)
  __pyx_ptype_5numpy_broadcast = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "broadcast", sizeof(PyArrayMultiIterObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyArrayMultiIterObject),__Pyx_ImportType_CheckSize_Ignore_0_29_37); if (!__pyx_ptype_5numpy_broadcast) __PYX_ERR(1, 226, __pyx_L1_error)
  __pyx_ptype_5numpy_ndarray = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "ndarray", sizeof(PyArrayObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyArrayObject),__Pyx_ImportType_CheckSize_Ignore_0_29_37); if (!__pyx_ptype_5numpy_ndarray) __PYX_ERR(1, 238, __pyx_L1_error)
  __pyx_ptype_5numpy_generic = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "generic", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_generic) __PYX_ERR(1, 767, __pyx_L1_error)
  __pyx_ptype_5numpy_number = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "number", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_number) __PYX_ERR(1, 769, __pyx_L1_error)
  __pyx_ptype_5numpy_integer = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "integer", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_integer) __PYX_ERR(1, 771, __pyx_L1_error)
  __pyx_ptype_5numpy_signedinteger = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "signedinteger", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_signedinteger) __PYX_ERR(1, 773, __pyx_L1_error)
  __pyx_ptype_5numpy_unsignedinteger = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "unsignedinteger", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_unsignedinteger) __PYX_ERR(1, 775, __pyx_L1_error)
  __pyx_ptype_5numpy_inexact = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "inexact", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_inexact) __PYX_ERR(1, 777, __pyx_L1_error)
  __pyx_ptype_5numpy_floating = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "floating", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_floating) __PYX_ERR(1, 779, __pyx_L1_error)
  __pyx_ptype_5numpy_complexfloating = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "complexfloating", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_complexfloating) __PYX_ERR(1, 781, __pyx_L1_error)
  __pyx_ptype_5numpy_flexible = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "flexible", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_flexible) __PYX_ERR(1, 783, __pyx_L1_error)
  __pyx_ptype_5numpy_character = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "character", sizeof(PyObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyObject),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5numpy_character) __PYX_ERR(1, 785, __pyx_L1_error)
  __pyx_ptype_5numpy_ufunc = __Pyx_ImportType_0_29_37(__pyx_t_1, "numpy", "ufunc", sizeof(PyUFuncObject), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(PyUFuncObject),__Pyx_ImportType_CheckSize_Ignore_0_29_37); if (!__pyx_ptype_5numpy_ufunc) __PYX_ERR(1, 824, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyImport_ImportModule("cymem.cymem"); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 4, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5cymem_5cymem_PyMalloc = __Pyx_ImportType_0_29_37(__pyx_t_1, "cymem.cymem", "PyMalloc", sizeof(struct __pyx_obj_5cymem_5cymem_PyMalloc), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(struct __pyx_obj_5cymem_5cymem_PyMalloc),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5cymem_5cymem_PyMalloc) __PYX_ERR(3, 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(3, 4, __pyx_L1_error)
  __pyx_ptype_5cymem_5cymem_PyFree = __Pyx_ImportType_0_29_37(__pyx_t_1, "cymem.cymem", "PyFree", sizeof(struct __pyx_obj_5cymem_5cymem_PyFree), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(struct __pyx_obj_5cymem_5cymem_PyFree),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5cymem_5cymem_PyFree) __PYX_ERR(3, 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(3, 10, __pyx_L1_error)
  __pyx_ptype_5cymem_5cymem_Pool = __Pyx_ImportType_0_29_37(__pyx_t_1, "cymem.cymem", "Pool", sizeof(struct __pyx_obj_5cymem_5cymem_Pool), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(struct __pyx_obj_5cymem_5cymem_Pool),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5cymem_5cymem_Pool) __PYX_ERR(3, 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(3, 16, __pyx_L1_error)
  __pyx_ptype_5cymem_5cymem_Address = __Pyx_ImportType_0_29_37(__pyx_t_1, "cymem.cymem", "Address", sizeof(struct __pyx_obj_5cymem_5cymem_Address), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(struct __pyx_obj_5cymem_5cymem_Address),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5cymem_5cymem_Address) __PYX_ERR(3, 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(4, 45, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_7preshed_4maps_PreshMap = __Pyx_ImportType_0_29_37(__pyx_t_1, "preshed.maps", "PreshMap", sizeof(struct __pyx_obj_7preshed_4maps_PreshMap), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(struct __pyx_obj_7preshed_4maps_PreshMap),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_7preshed_4maps_PreshMap) __PYX_ERR(4, 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(4, 45, __pyx_L1_error)
  __pyx_ptype_7preshed_4maps_PreshMapArray = __Pyx_ImportType_0_29_37(__pyx_t_1, "preshed.maps", "PreshMapArray", sizeof(struct __pyx_obj_7preshed_4maps_PreshMapArray), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(struct __pyx_obj_7preshed_4maps_PreshMapArray),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_7preshed_4maps_PreshMapArray) __PYX_ERR(4, 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(4, 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(5, 22, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_ptype_5spacy_7strings_StringStore = __Pyx_ImportType_0_29_37(__pyx_t_1, "spacy.strings", "StringStore", sizeof(struct __pyx_obj_5spacy_7strings_StringStore), __PYX_GET_STRUCT_ALIGNMENT_0_29_37(struct __pyx_obj_5spacy_7strings_StringStore),__Pyx_ImportType_CheckSize_Warn_0_29_37); if (!__pyx_ptype_5spacy_7strings_StringStore) __PYX_ERR(5, 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(5, 22, __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
  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_import_code", 0);
  /*--- Variable import code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

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_0_29_37(__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_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 initmorphology(void) CYTHON_SMALL_CODE; /*proto*/
__Pyx_PyMODINIT_FUNC initmorphology(void)
#else
__Pyx_PyMODINIT_FUNC PyInit_morphology(void) CYTHON_SMALL_CODE; /*proto*/
__Pyx_PyMODINIT_FUNC PyInit_morphology(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_morphology(PyObject *__pyx_pyinit_module)
#endif
#endif
{
  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_RefNannyDeclarations
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  if (__pyx_m) {
    if (__pyx_m == __pyx_pyinit_module) return 0;
    PyErr_SetString(PyExc_RuntimeError, "Module 'morphology' 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_morphology(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("morphology", __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__morphology) {
    if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name, __pyx_n_s_main) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  }
  #if PY_MAJOR_VERSION >= 3
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error)
    if (!PyDict_GetItemString(modules, "spacy.morphology")) {
      if (unlikely(PyDict_SetItemString(modules, "spacy.morphology", __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();
  if (unlikely(__Pyx_modinit_function_export_code() < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
  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)
  (void)__Pyx_modinit_variable_import_code();
  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

  /* "spacy/morphology.pyx":3
 * # cython: infer_types
 * # cython: profile=False
 * import warnings             # <<<<<<<<<<<<<<
 * 
 * import numpy
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_warnings, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 3, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_warnings, __pyx_t_1) < 0) __PYX_ERR(0, 3, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":5
 * import warnings
 * 
 * import numpy             # <<<<<<<<<<<<<<
 * 
 * from .attrs cimport POS
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 5, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_numpy, __pyx_t_1) < 0) __PYX_ERR(0, 5, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":9
 * from .attrs cimport POS
 * 
 * from . import symbols             # <<<<<<<<<<<<<<
 * from .errors import Warnings
 * from .parts_of_speech import IDS as POS_IDS
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 9, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_symbols);
  __Pyx_GIVEREF(__pyx_n_s_symbols);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_symbols);
  __pyx_t_2 = __Pyx_Import(__pyx_kp_s_, __pyx_t_1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 9, __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_symbols); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 9, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_symbols, __pyx_t_1) < 0) __PYX_ERR(0, 9, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/morphology.pyx":10
 * 
 * from . import symbols
 * from .errors import Warnings             # <<<<<<<<<<<<<<
 * from .parts_of_speech import IDS as POS_IDS
 * 
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 10, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_Warnings);
  __Pyx_GIVEREF(__pyx_n_s_Warnings);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_Warnings);
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_errors, __pyx_t_2, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 10, __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_Warnings); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 10, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Warnings, __pyx_t_2) < 0) __PYX_ERR(0, 10, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "spacy/morphology.pyx":11
 * from . import symbols
 * from .errors import Warnings
 * from .parts_of_speech import IDS as POS_IDS             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 11, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_IDS);
  __Pyx_GIVEREF(__pyx_n_s_IDS);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_IDS);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_parts_of_speech, __pyx_t_1, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 11, __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_IDS); 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_POS_IDS, __pyx_t_1) < 0) __PYX_ERR(0, 11, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/morphology.pyx":22
 *     to this class.
 *     """
 *     FEATURE_SEP = "|"             # <<<<<<<<<<<<<<
 *     FIELD_SEP = "="
 *     VALUE_SEP = ","
 */
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_FEATURE_SEP, __pyx_kp_s__4) < 0) __PYX_ERR(0, 22, __pyx_L1_error)
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":23
 *     """
 *     FEATURE_SEP = "|"
 *     FIELD_SEP = "="             # <<<<<<<<<<<<<<
 *     VALUE_SEP = ","
 *     # not an empty string so we can distinguish unset morph from empty morph
 */
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_FIELD_SEP, __pyx_kp_s__5) < 0) __PYX_ERR(0, 23, __pyx_L1_error)
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":24
 *     FEATURE_SEP = "|"
 *     FIELD_SEP = "="
 *     VALUE_SEP = ","             # <<<<<<<<<<<<<<
 *     # not an empty string so we can distinguish unset morph from empty morph
 *     EMPTY_MORPH = symbols.NAMES[symbols._]
 */
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_VALUE_SEP, __pyx_kp_s__6) < 0) __PYX_ERR(0, 24, __pyx_L1_error)
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":26
 *     VALUE_SEP = ","
 *     # not an empty string so we can distinguish unset morph from empty morph
 *     EMPTY_MORPH = symbols.NAMES[symbols._]             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, StringStore strings):
 */
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_symbols); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_NAMES); 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_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_symbols); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s__7); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetItem(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_EMPTY_MORPH, __pyx_t_2) < 0) __PYX_ERR(0, 26, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":153
 * 
 *     @staticmethod
 *     def feats_to_dict(feats):             # <<<<<<<<<<<<<<
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 *             return {}
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_5spacy_10morphology_10Morphology_13feats_to_dict, NULL, __pyx_n_s_spacy_morphology); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 153, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_feats_to_dict, __pyx_t_2) < 0) __PYX_ERR(0, 153, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":152
 *             return self.strings[tag.key]
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     def feats_to_dict(feats):
 *         if not feats or feats == Morphology.EMPTY_MORPH:
 */
  __Pyx_GetNameInClass(__pyx_t_2, (PyObject *)__pyx_ptype_5spacy_10morphology_Morphology, __pyx_n_s_feats_to_dict); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 153, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_builtin_staticmethod, __pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 152, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_feats_to_dict, __pyx_t_3) < 0) __PYX_ERR(0, 153, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":160
 * 
 *     @staticmethod
 *     def dict_to_feats(feats_dict):             # <<<<<<<<<<<<<<
 *         if len(feats_dict) == 0:
 *             return ""
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_5spacy_10morphology_10Morphology_15dict_to_feats, NULL, __pyx_n_s_spacy_morphology); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 160, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_dict_to_feats, __pyx_t_3) < 0) __PYX_ERR(0, 160, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":159
 *                 [feat.split(Morphology.FIELD_SEP) for feat in feats.split(Morphology.FEATURE_SEP)]}
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     def dict_to_feats(feats_dict):
 *         if len(feats_dict) == 0:
 */
  __Pyx_GetNameInClass(__pyx_t_3, (PyObject *)__pyx_ptype_5spacy_10morphology_Morphology, __pyx_n_s_dict_to_feats); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 160, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_builtin_staticmethod, __pyx_t_3); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 159, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem((PyObject *)__pyx_ptype_5spacy_10morphology_Morphology->tp_dict, __pyx_n_s_dict_to_feats, __pyx_t_2) < 0) __PYX_ERR(0, 160, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_ptype_5spacy_10morphology_Morphology);

  /* "spacy/morphology.pyx":198
 * 
 * 
 * def unpickle_morphology(strings, tags):             # <<<<<<<<<<<<<<
 *     cdef Morphology morphology = Morphology(strings)
 *     for tag in tags:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_5spacy_10morphology_1unpickle_morphology, NULL, __pyx_n_s_spacy_morphology); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 198, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_unpickle_morphology, __pyx_t_2) < 0) __PYX_ERR(0, 198, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "spacy/morphology.pyx":1
 * # cython: infer_types             # <<<<<<<<<<<<<<
 * # cython: profile=False
 * import warnings
 */
  __pyx_t_2 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_2) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "C:/Users/VssAdministrator/AppData/Local/Temp/pip-build-env-j_5kk2xi/overlay/Lib/site-packages/numpy/__init__.pxd":1011
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
 */

  /*--- Wrapped vars code ---*/

  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  if (__pyx_m) {
    if (__pyx_d) {
      __Pyx_AddTraceback("init spacy.morphology", __pyx_clineno, __pyx_lineno, __pyx_filename);
    }
    Py_CLEAR(__pyx_m);
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init spacy.morphology");
  }
  __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;
}

/* 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
#if defined(__Pyx_CyFunction_USED) && defined(NDEBUG)
    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

/* 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));
}

/* ObjectGetItem */
#if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
    PyObject *runerr = NULL;
    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

/* 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

/* 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;
}

/* 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

/* 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);
}

/* 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;
    }
    return __Pyx_IterFinish();
}

/* 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

/* 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;
}

/* CallUnboundCMethod0 */
static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) {
    PyObject *args, *result = NULL;
    if (unlikely(!cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
#if CYTHON_ASSUME_SAFE_MACROS
    args = PyTuple_New(1);
    if (unlikely(!args)) goto bad;
    Py_INCREF(self);
    PyTuple_SET_ITEM(args, 0, self);
#else
    args = PyTuple_Pack(1, self);
    if (unlikely(!args)) goto bad;
#endif
    result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
    Py_DECREF(args);
bad:
    return result;
}

/* py_dict_items */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d) {
    if (PY_MAJOR_VERSION >= 3)
        return __Pyx_CallUnboundCMethod0(&__pyx_umethod_PyDict_Type_items, d);
    else
        return PyDict_Items(d);
}

/* 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

/* 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;
}

/* 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;
}

/* 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

/* 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();
    else state = (PyGILState_STATE)0;
#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
}

/* 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

/* 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

/* 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;
}

/* 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_FAST_THREAD_STATE
        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);
        }
#else
        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);
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

/* 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;
}

/* TypeImport */
#ifndef __PYX_HAVE_RT_ImportType_0_29_37
#define __PYX_HAVE_RT_ImportType_0_29_37
static PyTypeObject *__Pyx_ImportType_0_29_37(PyObject *module, const char *module_name, const char *class_name,
    size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_0_29_37 check_size)
{
    PyObject *result = 0;
    char warning[200];
    Py_ssize_t basicsize;
    Py_ssize_t itemsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
    PyObject *py_itemsize;
#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;
    itemsize = ((PyTypeObject *)result)->tp_itemsize;
#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;
    py_itemsize = PyObject_GetAttrString(result, "__itemsize__");
    if (!py_itemsize)
        goto bad;
    itemsize = PyLong_AsSsize_t(py_itemsize);
    Py_DECREF(py_itemsize);
    py_itemsize = 0;
    if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if (itemsize) {
        if (size % alignment) {
            alignment = size % alignment;
        }
        if (itemsize < (Py_ssize_t)alignment)
            itemsize = (Py_ssize_t)alignment;
    }
    if ((size_t)(basicsize + itemsize) < 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_0_29_37 && (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_0_29_37 && (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;
}

/* 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;
}

/* 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;
}

/* GetNameInClass */
static PyObject *__Pyx_GetGlobalNameAfterAttributeLookup(PyObject *name) {
    PyObject *result;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    __Pyx_GetModuleGlobalNameUncached(result, name);
    return result;
}
static PyObject *__Pyx__GetNameInClass(PyObject *nmspace, PyObject *name) {
    PyObject *result;
    result = __Pyx_PyObject_GetAttrStr(nmspace, name);
    if (!result) {
        result = __Pyx_GetGlobalNameAfterAttributeLookup(name);
    }
    return result;
}

/* CLineInTraceback */
#ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(CYTHON_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) && (a.real >= 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) && (a.real >= 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

/* 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 && PY_VERSION_HEX < 0x030C00A7
            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;
}

/* 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);
    }
}

/* CIntToPy */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum____pyx_t_5spacy_5attrs_attr_id_t(enum __pyx_t_5spacy_5attrs_attr_id_t value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const enum __pyx_t_5spacy_5attrs_attr_id_t neg_one = (enum __pyx_t_5spacy_5attrs_attr_id_t) -1, const_zero = (enum __pyx_t_5spacy_5attrs_attr_id_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(enum __pyx_t_5spacy_5attrs_attr_id_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_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(enum __pyx_t_5spacy_5attrs_attr_id_t),
                                     little, !is_unsigned);
    }
}

/* 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 && PY_VERSION_HEX < 0x030C00A7
            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 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 && PY_VERSION_HEX < 0x030C00A7
            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;
}

/* 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

/* 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;
}

/* FunctionExport */
static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__");
    if (!d) {
        PyErr_Clear();
        d = PyDict_New();
        if (!d)
            goto bad;
        Py_INCREF(d);
        if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0)
            goto bad;
    }
    tmp.fp = f;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(tmp.p, sig, 0);
#else
    cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0);
#endif
    if (!cobj)
        goto bad;
    if (PyDict_SetItemString(d, name, cobj) < 0)
        goto bad;
    Py_DECREF(cobj);
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(cobj);
    Py_XDECREF(d);
    return -1;
}

/* FunctionImport */
#ifndef __PYX_HAVE_RT_ImportFunction_0_29_37
#define __PYX_HAVE_RT_ImportFunction_0_29_37
static int __Pyx_ImportFunction_0_29_37(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 */
