/* Generated by Cython 0.29.32 */

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

#ifndef PY_SSIZE_T_CLEAN
#define PY_SSIZE_T_CLEAN
#endif /* PY_SSIZE_T_CLEAN */
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
    #error Cython requires Python 2.6+ or Python 3.3+.
#else
#define CYTHON_ABI "0_29_32"
#define CYTHON_HEX_VERSION 0x001D20F0
#define CYTHON_FUTURE_DIVISION 0
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#define __PYX_COMMA ,
#ifndef HAVE_LONG_LONG
  #if PY_VERSION_HEX >= 0x02070000
    #define HAVE_LONG_LONG
  #endif
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
  #define CYTHON_COMPILING_IN_PYPY 1
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #if PY_VERSION_HEX < 0x03050000
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #undef CYTHON_AVOID_BORROWED_REFS
  #define CYTHON_AVOID_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
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  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
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  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC (PYPY_VERSION_HEX >= 0x07030900)
  #endif
#elif defined(PYSTON_VERSION)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #undef CYTHON_USE_ASYNC_SLOTS
  #define CYTHON_USE_ASYNC_SLOTS 0
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
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  #define CYTHON_USE_TP_FINALIZE 0
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  #define CYTHON_COMPILING_IN_PYPY 0
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  #ifndef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 1
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  #define CYTHON_USE_PYLIST_INTERNALS 0
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  #ifndef CYTHON_AVOID_BORROWED_REFS
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    #define CYTHON_ASSUME_SAFE_MACROS 1
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  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 1
  #endif
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
  #define CYTHON_COMPILING_IN_NOGIL 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYTYPE_LOOKUP
    #define CYTHON_USE_PYTYPE_LOOKUP 0
  #elif !defined(CYTHON_USE_PYTYPE_LOOKUP)
    #define CYTHON_USE_PYTYPE_LOOKUP 1
  #endif
  #if PY_MAJOR_VERSION < 3
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYLONG_INTERNALS
    #define CYTHON_USE_PYLONG_INTERNALS 0
  #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
    #define CYTHON_USE_PYLONG_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_PYLIST_INTERNALS
    #define CYTHON_USE_PYLIST_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
    #undef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #elif !defined(CYTHON_USE_UNICODE_WRITER)
    #define CYTHON_USE_UNICODE_WRITER 1
  #endif
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
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  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
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  #if PY_VERSION_HEX >= 0x030B00A4
    #undef CYTHON_FAST_THREAD_STATE
    #define CYTHON_FAST_THREAD_STATE 0
  #elif !defined(CYTHON_FAST_THREAD_STATE)
    #define CYTHON_FAST_THREAD_STATE 1
  #endif
  #ifndef CYTHON_FAST_PYCALL
    #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030A0000)
  #endif
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
  #endif
  #ifndef CYTHON_USE_DICT_VERSIONS
    #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
  #endif
  #if PY_VERSION_HEX >= 0x030B00A4
    #undef CYTHON_USE_EXC_INFO_STACK
    #define CYTHON_USE_EXC_INFO_STACK 0
  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
    #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
  #endif
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
  #endif
#endif
#if !defined(CYTHON_FAST_PYCCALL)
#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
#endif
#if CYTHON_USE_PYLONG_INTERNALS
  #if PY_MAJOR_VERSION < 3
    #include "longintrepr.h"
  #endif
  #undef SHIFT
  #undef BASE
  #undef MASK
  #ifdef SIZEOF_VOID_P
    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
  #endif
#endif
#ifndef __has_attribute
  #define __has_attribute(x) 0
#endif
#ifndef __has_cpp_attribute
  #define __has_cpp_attribute(x) 0
#endif
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
  #else
    #define CYTHON_RESTRICT
  #endif
#endif
#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif
#ifndef CYTHON_MAYBE_UNUSED_VAR
#  if defined(__cplusplus)
     template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
#  else
#    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
#  endif
#endif
#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
           typedef unsigned char     uint8_t;
           typedef unsigned int      uint32_t;
        #else
           typedef unsigned __int8   uint8_t;
           typedef unsigned __int32  uint32_t;
        #endif
    #endif
#else
   #include <stdint.h>
#endif
#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus) && __cplusplus >= 201103L
    #if __has_cpp_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH [[fallthrough]]
    #elif __has_cpp_attribute(clang::fallthrough)
      #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
    #elif __has_cpp_attribute(gnu::fallthrough)
      #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
    #endif
  #endif
  #ifndef CYTHON_FALLTHROUGH
    #if __has_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
    #else
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
  #if defined(__clang__ ) && defined(__apple_build_version__)
    #if __apple_build_version__ < 7000000
      #undef  CYTHON_FALLTHROUGH
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
#endif

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

#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
  #define Py_OptimizeFlag 0
#endif
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_DefaultClassType PyType_Type
#if PY_VERSION_HEX >= 0x030B00A1
    static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int k, int l, int s, int f,
                                                    PyObject *code, PyObject *c, PyObject* n, PyObject *v,
                                                    PyObject *fv, PyObject *cell, PyObject* fn,
                                                    PyObject *name, int fline, PyObject *lnos) {
        PyObject *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL;
        PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL;
        const char *fn_cstr=NULL;
        const char *name_cstr=NULL;
        PyCodeObject* co=NULL;
        PyObject *type, *value, *traceback;
        PyErr_Fetch(&type, &value, &traceback);
        if (!(kwds=PyDict_New())) goto end;
        if (!(argcount=PyLong_FromLong(a))) goto end;
        if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end;
        if (!(posonlyargcount=PyLong_FromLong(0))) goto end;
        if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end;
        if (!(kwonlyargcount=PyLong_FromLong(k))) goto end;
        if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end;
        if (!(nlocals=PyLong_FromLong(l))) goto end;
        if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end;
        if (!(stacksize=PyLong_FromLong(s))) goto end;
        if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end;
        if (!(flags=PyLong_FromLong(f))) goto end;
        if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end;
        if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end;
        if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end;
        if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end;
        if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too;
        if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here
        if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too;
        Py_XDECREF((PyObject*)co);
        co = (PyCodeObject*)call_result;
        call_result = NULL;
        if (0) {
            cleanup_code_too:
            Py_XDECREF((PyObject*)co);
            co = NULL;
        }
        end:
        Py_XDECREF(kwds);
        Py_XDECREF(argcount);
        Py_XDECREF(posonlyargcount);
        Py_XDECREF(kwonlyargcount);
        Py_XDECREF(nlocals);
        Py_XDECREF(stacksize);
        Py_XDECREF(replace);
        Py_XDECREF(call_result);
        Py_XDECREF(empty);
        if (type) {
            PyErr_Restore(type, value, traceback);
        }
        return co;
    }
#else
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#endif
  #define __Pyx_DefaultClassType PyType_Type
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #define __Pyx_PyCFunctionFast _PyCFunctionFast
  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
#endif
#if CYTHON_FAST_PYCCALL
#define __Pyx_PyFastCFunction_Check(func)\
    ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)))))
#else
#define __Pyx_PyFastCFunction_Check(func) 0
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
  #define PyObject_Malloc(s)   PyMem_Malloc(s)
  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1
  #define PyMem_RawMalloc(n)           PyMem_Malloc(n)
  #define PyMem_RawRealloc(p, n)       PyMem_Realloc(p, n)
  #define PyMem_RawFree(p)             PyMem_Free(p)
#endif
#if CYTHON_COMPILING_IN_PYSTON
  #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
#else
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
#endif
#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x03060000
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#elif PY_VERSION_HEX >= 0x03000000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_Current
#endif
#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
#include "pythread.h"
#define Py_tss_NEEDS_INIT 0
typedef int Py_tss_t;
static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
  *key = PyThread_create_key();
  return 0;
}
static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
  *key = Py_tss_NEEDS_INIT;
  return key;
}
static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
  PyObject_Free(key);
}
static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
  return *key != Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
  PyThread_delete_key(*key);
  *key = Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
  return PyThread_set_key_value(*key, value);
}
static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
  return PyThread_get_key_value(*key);
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
#endif
#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
#else
#define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #if defined(PyUnicode_IS_READY)
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #else
  #define __Pyx_PyUnicode_READY(op)       (0)
  #endif
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, ch)
  #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
  #else
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
  #endif
  #else
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #endif
#else
  #define CYTHON_PEP393_ENABLED 0
  #define PyUnicode_1BYTE_KIND  1
  #define PyUnicode_2BYTE_KIND  2
  #define PyUnicode_4BYTE_KIND  4
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
#endif
#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
  #define PyObject_ASCII(o)            PyObject_Repr(o)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#ifndef PyObject_Unicode
  #define PyObject_Unicode             PyObject_Str
#endif
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
#else
  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
#endif
#if PY_VERSION_HEX >= 0x030900A4
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
#else
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
#endif
#if CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
#else
  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
#endif
#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
  #ifndef PyUnicode_InternFromString
    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
  #endif
#endif
#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsHash_t
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
#else
  #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
#endif
#if CYTHON_USE_ASYNC_SLOTS
  #if PY_VERSION_HEX >= 0x030500B1
    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
  #else
    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
  #endif
#else
  #define __Pyx_PyType_AsAsync(obj) NULL
#endif
#ifndef __Pyx_PyAsyncMethodsStruct
    typedef struct {
        unaryfunc am_await;
        unaryfunc am_aiter;
        unaryfunc am_anext;
    } __Pyx_PyAsyncMethodsStruct;
#endif

#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
  #if !defined(_USE_MATH_DEFINES)
    #define _USE_MATH_DEFINES
  #endif
#endif
#include <math.h>
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
#endif
#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
#define __Pyx_truncl trunc
#else
#define __Pyx_truncl truncl
#endif

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

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

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

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

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

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

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

#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
#define CYTHON_WITHOUT_ASSERTIONS
#endif

typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
    (sizeof(type) < sizeof(Py_ssize_t))  ||\
    (sizeof(type) > sizeof(Py_ssize_t) &&\
          likely(v < (type)PY_SSIZE_T_MAX ||\
                 v == (type)PY_SSIZE_T_MAX)  &&\
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
                                v == (type)PY_SSIZE_T_MIN)))  ||\
    (sizeof(type) == sizeof(Py_ssize_t) &&\
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
                               v == (type)PY_SSIZE_T_MAX)))  )
static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
    return (size_t) i < (size_t) limit;
}
#if defined (__cplusplus) && __cplusplus >= 201103L
    #include <cstdlib>
    #define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER)
    #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
    #define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyObject_AsWritableString(s)    ((char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) {
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
#define __Pyx_PySequence_Tuple(obj)\
    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
#if CYTHON_ASSUME_SAFE_MACROS
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#else
#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
#endif
#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    PyObject* ascii_chars_u = NULL;
    PyObject* ascii_chars_b = NULL;
    const char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    if (strcmp(default_encoding_c, "ascii") == 0) {
        __Pyx_sys_getdefaultencoding_not_ascii = 0;
    } else {
        char ascii_chars[128];
        int c;
        for (c = 0; c < 128; c++) {
            ascii_chars[c] = c;
        }
        __Pyx_sys_getdefaultencoding_not_ascii = 1;
        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
        if (!ascii_chars_u) goto bad;
        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
            PyErr_Format(
                PyExc_ValueError,
                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
                default_encoding_c);
            goto bad;
        }
        Py_DECREF(ascii_chars_u);
        Py_DECREF(ascii_chars_b);
    }
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return -1;
}
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#else
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
static char* __PYX_DEFAULT_STRING_ENCODING;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
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    PyObject* default_encoding = NULL;
    char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    return -1;
}
#endif
#endif


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

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

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


static const char *__pyx_f[] = {
  "spacy\\pipeline\\transition_parser.pyx",
  "stringsource",
  "__init__.pxd",
  "spacy\\lexeme.pxd",
  "spacy\\pipeline\\_parser_internals\\_state.pxd",
  "spacy\\pipeline\\_parser_internals\\stateclass.pxd",
  "cymem.pxd",
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  "spacy\\pipeline\\pipe.pxd",
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  "spacy\\training\\example.pxd",
  "spacy\\pipeline\\_parser_internals\\transition_system.pxd",
  "search.pxd",
};
/* NoFastGil.proto */
#define __Pyx_PyGILState_Ensure PyGILState_Ensure
#define __Pyx_PyGILState_Release PyGILState_Release
#define __Pyx_FastGIL_Remember()
#define __Pyx_FastGIL_Forget()
#define __Pyx_FastGilFuncInit()

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

/* MemviewSliceStruct.proto */
struct __pyx_memoryview_obj;
typedef struct {
  struct __pyx_memoryview_obj *memview;
  char *data;
  Py_ssize_t shape[8];
  Py_ssize_t strides[8];
  Py_ssize_t suboffsets[8];
} __Pyx_memviewslice;
#define __Pyx_MemoryView_Len(m)  (m.shape[0])

/* Atomics.proto */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __pyx_atomic_int_type int
#if CYTHON_ATOMICS && (__GNUC__ >= 5 || (__GNUC__ == 4 &&\
                    (__GNUC_MINOR__ > 1 ||\
                    (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL__ >= 2))))
    #define __pyx_atomic_incr_aligned(value) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_aligned(value) __sync_fetch_and_sub(value, 1)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && defined(_MSC_VER) && CYTHON_COMPILING_IN_NOGIL
    #include <intrin.h>
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type long
    #pragma intrinsic (_InterlockedExchangeAdd)
    #define __pyx_atomic_incr_aligned(value) _InterlockedExchangeAdd(value, 1)
    #define __pyx_atomic_decr_aligned(value) _InterlockedExchangeAdd(value, -1)
    #ifdef __PYX_DEBUG_ATOMICS
        #pragma message ("Using MSVC atomics")
    #endif
#else
    #undef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 0
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Not using atomics"
    #endif
#endif
typedef volatile __pyx_atomic_int_type __pyx_atomic_int;
#if CYTHON_ATOMICS
    #define __pyx_add_acquisition_count(memview)\
             __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview))
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview))
#else
    #define __pyx_add_acquisition_count(memview)\
            __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
#endif

/* BufferFormatStructs.proto */
#define IS_UNSIGNED(type) (((type) -1) > 0)
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
  const char* name;
  struct __Pyx_StructField_* fields;
  size_t size;
  size_t arraysize[8];
  int ndim;
  char typegroup;
  char is_unsigned;
  int flags;
} __Pyx_TypeInfo;
typedef struct __Pyx_StructField_ {
  __Pyx_TypeInfo* type;
  const char* name;
  size_t offset;
} __Pyx_StructField;
typedef struct {
  __Pyx_StructField* field;
  size_t parent_offset;
} __Pyx_BufFmt_StackElem;
typedef struct {
  __Pyx_StructField root;
  __Pyx_BufFmt_StackElem* head;
  size_t fmt_offset;
  size_t new_count, enc_count;
  size_t struct_alignment;
  int is_complex;
  char enc_type;
  char new_packmode;
  char enc_packmode;
  char is_valid_array;
} __Pyx_BufFmt_Context;


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

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

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

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

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

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

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

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

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":690
 * # in Cython to enable them only on the right systems.
 * 
 * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 */
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":691
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":692
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int64      int64_t
 * #ctypedef npy_int96      int96_t
 */
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":693
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_int96      int96_t
 * #ctypedef npy_int128     int128_t
 */
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":697
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":698
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":699
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint64     uint64_t
 * #ctypedef npy_uint96     uint96_t
 */
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":700
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_uint96     uint96_t
 * #ctypedef npy_uint128    uint128_t
 */
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

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

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":705
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":714
 * # The int types are mapped a bit surprising --
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t
 */
typedef npy_long __pyx_t_5numpy_int_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":715
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   longlong_t
 * 
 */
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":716
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":718
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
 */
typedef npy_ulong __pyx_t_5numpy_uint_t;

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

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":720
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

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

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

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":725
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */
typedef npy_double __pyx_t_5numpy_float_t;

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

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":727
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;

/* "thinc/extra/search.pxd":9
 * from libcpp.vector cimport vector
 * 
 * ctypedef uint64_t hash_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t class_t
 * ctypedef float weight_t
 */
typedef uint64_t __pyx_t_5thinc_5extra_6search_hash_t;

/* "thinc/extra/search.pxd":10
 * 
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t             # <<<<<<<<<<<<<<
 * ctypedef float weight_t
 * 
 */
typedef uint64_t __pyx_t_5thinc_5extra_6search_class_t;

/* "thinc/extra/search.pxd":11
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t
 * ctypedef float weight_t             # <<<<<<<<<<<<<<
 * 
 * 
 */
typedef float __pyx_t_5thinc_5extra_6search_weight_t;
/* Declarations.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

/* Declarations.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);


/*--- Type declarations ---*/
struct __pyx_obj_5cymem_5cymem_PyMalloc;
struct __pyx_obj_5cymem_5cymem_PyFree;
struct __pyx_obj_5cymem_5cymem_Pool;
struct __pyx_obj_5cymem_5cymem_Address;
struct __pyx_obj_7preshed_4maps_PreshMap;
struct __pyx_obj_7preshed_4maps_PreshMapArray;
struct __pyx_obj_5spacy_7strings_StringStore;
struct __pyx_obj_5spacy_10morphology_Morphology;
struct __pyx_obj_5spacy_5vocab_Vocab;
struct __pyx_obj_5spacy_8pipeline_4pipe_Pipe;
struct __pyx_obj_5spacy_8pipeline_14trainable_pipe_TrainablePipe;
struct __pyx_obj_5spacy_6tokens_3doc_Doc;
struct __pyx_obj_5spacy_8training_7example_Example;
struct __pyx_obj_5spacy_6lexeme_Lexeme;
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass;
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem;
struct __pyx_obj_5thinc_5extra_6search_Beam;
struct __pyx_obj_5thinc_5extra_6search_MaxViolation;
struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct__use_params;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_1_pipe;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes;
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;

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

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

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

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

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

/* "symbols.pxd":1
 * cdef enum symbol_t:             # <<<<<<<<<<<<<<
 *     NIL
 *     IS_ALPHA
 */
enum __pyx_t_5spacy_7symbols_symbol_t {
  __pyx_e_5spacy_7symbols_NIL,
  __pyx_e_5spacy_7symbols_IS_ALPHA,
  __pyx_e_5spacy_7symbols_IS_ASCII,
  __pyx_e_5spacy_7symbols_IS_DIGIT,
  __pyx_e_5spacy_7symbols_IS_LOWER,
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  __pyx_e_5spacy_7symbols_DEPRECATED269,
  __pyx_e_5spacy_7symbols_DEPRECATED270,
  __pyx_e_5spacy_7symbols_DEPRECATED271,
  __pyx_e_5spacy_7symbols_DEPRECATED272,
  __pyx_e_5spacy_7symbols_DEPRECATED273,
  __pyx_e_5spacy_7symbols_DEPRECATED274,
  __pyx_e_5spacy_7symbols_DEPRECATED275,
  __pyx_e_5spacy_7symbols_DEPRECATED276,
  __pyx_e_5spacy_7symbols_PERSON,
  __pyx_e_5spacy_7symbols_NORP,
  __pyx_e_5spacy_7symbols_FACILITY,
  __pyx_e_5spacy_7symbols_ORG,
  __pyx_e_5spacy_7symbols_GPE,
  __pyx_e_5spacy_7symbols_LOC,
  __pyx_e_5spacy_7symbols_PRODUCT,
  __pyx_e_5spacy_7symbols_EVENT,
  __pyx_e_5spacy_7symbols_WORK_OF_ART,
  __pyx_e_5spacy_7symbols_LANGUAGE,
  __pyx_e_5spacy_7symbols_LAW,
  __pyx_e_5spacy_7symbols_DATE,
  __pyx_e_5spacy_7symbols_TIME,
  __pyx_e_5spacy_7symbols_PERCENT,
  __pyx_e_5spacy_7symbols_MONEY,
  __pyx_e_5spacy_7symbols_QUANTITY,
  __pyx_e_5spacy_7symbols_ORDINAL,
  __pyx_e_5spacy_7symbols_CARDINAL,
  __pyx_e_5spacy_7symbols_acomp,
  __pyx_e_5spacy_7symbols_advcl,
  __pyx_e_5spacy_7symbols_advmod,
  __pyx_e_5spacy_7symbols_agent,
  __pyx_e_5spacy_7symbols_amod,
  __pyx_e_5spacy_7symbols_appos,
  __pyx_e_5spacy_7symbols_attr,
  __pyx_e_5spacy_7symbols_aux,
  __pyx_e_5spacy_7symbols_auxpass,
  __pyx_e_5spacy_7symbols_cc,
  __pyx_e_5spacy_7symbols_ccomp,
  __pyx_e_5spacy_7symbols_complm,
  __pyx_e_5spacy_7symbols_conj,
  __pyx_e_5spacy_7symbols_cop,
  __pyx_e_5spacy_7symbols_csubj,
  __pyx_e_5spacy_7symbols_csubjpass,
  __pyx_e_5spacy_7symbols_dep,
  __pyx_e_5spacy_7symbols_det,
  __pyx_e_5spacy_7symbols_dobj,
  __pyx_e_5spacy_7symbols_expl,
  __pyx_e_5spacy_7symbols_hmod,
  __pyx_e_5spacy_7symbols_hyph,
  __pyx_e_5spacy_7symbols_infmod,
  __pyx_e_5spacy_7symbols_intj,
  __pyx_e_5spacy_7symbols_iobj,
  __pyx_e_5spacy_7symbols_mark,
  __pyx_e_5spacy_7symbols_meta,
  __pyx_e_5spacy_7symbols_neg,
  __pyx_e_5spacy_7symbols_nmod,
  __pyx_e_5spacy_7symbols_nn,
  __pyx_e_5spacy_7symbols_npadvmod,
  __pyx_e_5spacy_7symbols_nsubj,
  __pyx_e_5spacy_7symbols_nsubjpass,
  __pyx_e_5spacy_7symbols_num,
  __pyx_e_5spacy_7symbols_number,
  __pyx_e_5spacy_7symbols_oprd,
  __pyx_e_5spacy_7symbols_obj,
  __pyx_e_5spacy_7symbols_obl,
  __pyx_e_5spacy_7symbols_parataxis,
  __pyx_e_5spacy_7symbols_partmod,
  __pyx_e_5spacy_7symbols_pcomp,
  __pyx_e_5spacy_7symbols_pobj,
  __pyx_e_5spacy_7symbols_poss,
  __pyx_e_5spacy_7symbols_possessive,
  __pyx_e_5spacy_7symbols_preconj,
  __pyx_e_5spacy_7symbols_prep,
  __pyx_e_5spacy_7symbols_prt,
  __pyx_e_5spacy_7symbols_punct,
  __pyx_e_5spacy_7symbols_quantmod,
  __pyx_e_5spacy_7symbols_relcl,
  __pyx_e_5spacy_7symbols_rcmod,
  __pyx_e_5spacy_7symbols_root,
  __pyx_e_5spacy_7symbols_xcomp,
  __pyx_e_5spacy_7symbols_acl,
  __pyx_e_5spacy_7symbols_ENT_KB_ID,
  __pyx_e_5spacy_7symbols_MORPH,
  __pyx_e_5spacy_7symbols_ENT_ID,
  __pyx_e_5spacy_7symbols_IDX,
  __pyx_e_5spacy_7symbols__
};

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

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

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

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

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

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

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

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

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

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

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

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":729
 * ctypedef npy_longdouble longdouble_t
 * 
 * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t
 */
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

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

/* "../_h_env/lib/site-packages/numpy/__init__.pxd":731
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cdouble     complex_t
 */
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

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

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

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

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

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

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

/* "tokens/doc.pxd":15
 * 
 * ctypedef const LexemeC* const_Lexeme_ptr
 * ctypedef const TokenC* const_TokenC_ptr             # <<<<<<<<<<<<<<
 * 
 * ctypedef fused LexemeOrToken:
 */
typedef struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_6tokens_3doc_const_TokenC_ptr;
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC;
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC;

/* "_state.pxd":22
 *     return Lexeme.c_check_flag(token.lex, IS_SPACE)
 * 
 * cdef struct ArcC:             # <<<<<<<<<<<<<<
 *     int head
 *     int child
 */
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC {
  int head;
  int child;
  __pyx_t_5spacy_8typedefs_attr_t label;
};
struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC {

  /* "_state.pxd":28
 * 
 * 
 * cdef cppclass StateC:             # <<<<<<<<<<<<<<
 *     int* _heads
 *     const TokenC* _sent
 */
  int *_heads;
  struct __pyx_t_5spacy_7structs_TokenC const *_sent;
  std::vector<int>  _stack;
  std::vector<int>  _rebuffer;
  std::vector<struct __pyx_t_5spacy_7structs_SpanC>  _ents;
  std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  _left_arcs;
  std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  _right_arcs;
  std::vector<bool>  _unshiftable;
  std::set<int>  _sent_starts;
  struct __pyx_t_5spacy_7structs_TokenC _empty_token;
  int length;
  int offset;
  int _b_i;
  void __pyx_f___init__StateC(struct __pyx_t_5spacy_7structs_TokenC const *, int);
  void __pyx_f___dealloc__StateC(void);
  virtual void set_context_tokens(int *, int);
  virtual int S(int) const;
  virtual int B(int) const;
  virtual struct __pyx_t_5spacy_7structs_TokenC const *B_(int) const;
  virtual struct __pyx_t_5spacy_7structs_TokenC const *E_(int) const;
  virtual struct __pyx_t_5spacy_7structs_TokenC const *safe_get(int) const;
  virtual void map_get_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  const &, std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  *) const;
  virtual void get_arcs(std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  *) const;
  virtual int H(int) const;
  virtual int E(int) const;
  virtual int nth_child(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  const &, int, int) const;
  virtual int L(int, int) const;
  virtual int R(int, int) const;
  virtual int empty(void) const;
  virtual int eol(void) const;
  virtual int is_final(void) const;
  virtual int cannot_sent_start(int) const;
  virtual int is_sent_start(int) const;
  virtual void set_sent_start(int, int);
  virtual int has_head(int) const;
  virtual int l_edge(int) const;
  virtual int r_edge(int) const;
  virtual int n_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  const &, int) const;
  virtual int n_L(int) const;
  virtual int n_R(int) const;
  virtual int stack_is_connected(void) const;
  virtual int entity_is_open(void) const;
  virtual int stack_depth(void) const;
  virtual int buffer_length(void) const;
  virtual void push(void);
  virtual void pop(void);
  virtual void force_final(void);
  virtual void unshift(void);
  virtual int is_unshiftable(int) const;
  virtual void set_reshiftable(int);
  virtual void add_arc(int, int, __pyx_t_5spacy_8typedefs_attr_t);
  virtual void map_del_arc(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  *, int, int);
  virtual void del_arc(int, int);
  virtual struct __pyx_t_5spacy_7structs_SpanC get_ent(void) const;
  virtual void open_ent(__pyx_t_5spacy_8typedefs_attr_t);
  virtual void close_ent(void);
  virtual void clone(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *);
  __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_sent, int __pyx_v_length) {
    __pyx_f___init__StateC(__pyx_v_sent, __pyx_v_length);
  }
  virtual ~__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC() {
    __pyx_f___dealloc__StateC();
  }
};
struct __pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_Transition;

/* "_parser_internals/transition_system.pxd":11
 * 
 * 
 * cdef struct Transition:             # <<<<<<<<<<<<<<
 *     int clas
 *     int move
 */
struct __pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_Transition {
  int clas;
  int move;
  __pyx_t_5spacy_8typedefs_attr_t label;
  __pyx_t_5spacy_8typedefs_weight_t score;
  int (*is_valid)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *, __pyx_t_5spacy_8typedefs_attr_t);
  __pyx_t_5spacy_8typedefs_weight_t (*get_cost)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *, void const *, __pyx_t_5spacy_8typedefs_attr_t);
  int (*__pyx_do)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *, __pyx_t_5spacy_8typedefs_attr_t);
};

/* "_parser_internals/transition_system.pxd":23
 * 
 * 
 * ctypedef weight_t (*get_cost_func_t)(const StateC* state, const void* gold,             # <<<<<<<<<<<<<<
 *         attr_tlabel) nogil
 * ctypedef weight_t (*move_cost_func_t)(const StateC* state, const void* gold) nogil
 */
typedef __pyx_t_5spacy_8typedefs_weight_t (*__pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_get_cost_func_t)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *, void const *, PyObject *);

/* "_parser_internals/transition_system.pxd":25
 * ctypedef weight_t (*get_cost_func_t)(const StateC* state, const void* gold,
 *         attr_tlabel) nogil
 * ctypedef weight_t (*move_cost_func_t)(const StateC* state, const void* gold) nogil             # <<<<<<<<<<<<<<
 * ctypedef weight_t (*label_cost_func_t)(const StateC* state, const void*
 *         gold, attr_t label) nogil
 */
typedef __pyx_t_5spacy_8typedefs_weight_t (*__pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_move_cost_func_t)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *, void const *);

/* "_parser_internals/transition_system.pxd":26
 *         attr_tlabel) nogil
 * ctypedef weight_t (*move_cost_func_t)(const StateC* state, const void* gold) nogil
 * ctypedef weight_t (*label_cost_func_t)(const StateC* state, const void*             # <<<<<<<<<<<<<<
 *         gold, attr_t label) nogil
 * 
 */
typedef __pyx_t_5spacy_8typedefs_weight_t (*__pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_label_cost_func_t)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *, void const *, __pyx_t_5spacy_8typedefs_attr_t);

/* "_parser_internals/transition_system.pxd":29
 *         gold, attr_t label) nogil
 * 
 * ctypedef int (*do_func_t)(StateC* state, attr_t label) nogil             # <<<<<<<<<<<<<<
 * 
 * ctypedef void* (*init_state_t)(Pool mem, int length, void* tokens) except NULL
 */
typedef int (*__pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_do_func_t)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *, __pyx_t_5spacy_8typedefs_attr_t);

/* "_parser_internals/transition_system.pxd":31
 * ctypedef int (*do_func_t)(StateC* state, attr_t label) nogil
 * 
 * ctypedef void* (*init_state_t)(Pool mem, int length, void* tokens) except NULL             # <<<<<<<<<<<<<<
 * 
 * ctypedef int (*del_state_t)(Pool mem, void* state, void* extra_args) except -1
 */
typedef void *(*__pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_init_state_t)(struct __pyx_obj_5cymem_5cymem_Pool *, int, void *);

/* "_parser_internals/transition_system.pxd":33
 * ctypedef void* (*init_state_t)(Pool mem, int length, void* tokens) except NULL
 * 
 * ctypedef int (*del_state_t)(Pool mem, void* state, void* extra_args) except -1             # <<<<<<<<<<<<<<
 * 
 * cdef class TransitionSystem:
 */
typedef int (*__pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_del_state_t)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, void *);
struct __pyx_t_5spacy_2ml_12parser_model_SizesC;
struct __pyx_t_5spacy_2ml_12parser_model_WeightsC;
struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC;

/* "ml/parser_model.pxd":6
 * 
 * 
 * cdef struct SizesC:             # <<<<<<<<<<<<<<
 *     int states
 *     int classes
 */
struct __pyx_t_5spacy_2ml_12parser_model_SizesC {
  int states;
  int classes;
  int hiddens;
  int pieces;
  int feats;
  int embed_width;
};

/* "ml/parser_model.pxd":15
 * 
 * 
 * cdef struct WeightsC:             # <<<<<<<<<<<<<<
 *     const float* feat_weights
 *     const float* feat_bias
 */
struct __pyx_t_5spacy_2ml_12parser_model_WeightsC {
  float const *feat_weights;
  float const *feat_bias;
  float const *hidden_bias;
  float const *hidden_weights;
  float const *seen_classes;
};

/* "ml/parser_model.pxd":23
 * 
 * 
 * cdef struct ActivationsC:             # <<<<<<<<<<<<<<
 *     int* token_ids
 *     float* unmaxed
 */
struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC {
  int *token_ids;
  float *unmaxed;
  float *scores;
  float *hiddens;
  int *is_valid;
  int _curr_size;
  int _max_size;
};
struct __pyx_t_5thinc_5extra_6search__State;

/* "thinc/extra/search.pxd":14
 * 
 * 
 * ctypedef pair[weight_t, size_t] Entry             # <<<<<<<<<<<<<<
 * ctypedef priority_queue[Entry] Queue
 * 
 */
typedef std::pair<__pyx_t_5thinc_5extra_6search_weight_t,size_t>  __pyx_t_5thinc_5extra_6search_Entry;

/* "thinc/extra/search.pxd":15
 * 
 * ctypedef pair[weight_t, size_t] Entry
 * ctypedef priority_queue[Entry] Queue             # <<<<<<<<<<<<<<
 * 
 * 
 */
typedef std::priority_queue<__pyx_t_5thinc_5extra_6search_Entry>  __pyx_t_5thinc_5extra_6search_Queue;

/* "thinc/extra/search.pxd":18
 * 
 * 
 * ctypedef int (*trans_func_t)(void* dest, void* src, class_t clas, void* x) except -1             # <<<<<<<<<<<<<<
 * 
 * ctypedef void* (*init_func_t)(Pool mem, int n, void* extra_args) except NULL
 */
typedef int (*__pyx_t_5thinc_5extra_6search_trans_func_t)(void *, void *, __pyx_t_5thinc_5extra_6search_class_t, void *);

/* "thinc/extra/search.pxd":20
 * ctypedef int (*trans_func_t)(void* dest, void* src, class_t clas, void* x) except -1
 * 
 * ctypedef void* (*init_func_t)(Pool mem, int n, void* extra_args) except NULL             # <<<<<<<<<<<<<<
 * 
 * ctypedef int (*del_func_t)(Pool mem, void* state, void* extra_args) except -1
 */
typedef void *(*__pyx_t_5thinc_5extra_6search_init_func_t)(struct __pyx_obj_5cymem_5cymem_Pool *, int, void *);

/* "thinc/extra/search.pxd":22
 * ctypedef void* (*init_func_t)(Pool mem, int n, void* extra_args) except NULL
 * 
 * ctypedef int (*del_func_t)(Pool mem, void* state, void* extra_args) except -1             # <<<<<<<<<<<<<<
 * 
 * ctypedef int (*finish_func_t)(void* state, void* extra_args) except -1
 */
typedef int (*__pyx_t_5thinc_5extra_6search_del_func_t)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, void *);

/* "thinc/extra/search.pxd":24
 * ctypedef int (*del_func_t)(Pool mem, void* state, void* extra_args) except -1
 * 
 * ctypedef int (*finish_func_t)(void* state, void* extra_args) except -1             # <<<<<<<<<<<<<<
 * 
 * ctypedef hash_t (*hash_func_t)(void* state, void* x) except 0
 */
typedef int (*__pyx_t_5thinc_5extra_6search_finish_func_t)(void *, void *);

/* "thinc/extra/search.pxd":26
 * ctypedef int (*finish_func_t)(void* state, void* extra_args) except -1
 * 
 * ctypedef hash_t (*hash_func_t)(void* state, void* x) except 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
typedef __pyx_t_5thinc_5extra_6search_hash_t (*__pyx_t_5thinc_5extra_6search_hash_func_t)(void *, void *);

/* "thinc/extra/search.pxd":29
 * 
 * 
 * cdef struct _State:             # <<<<<<<<<<<<<<
 *     void* content
 *     class_t* hist
 */
struct __pyx_t_5thinc_5extra_6search__State {
  void *content;
  __pyx_t_5thinc_5extra_6search_class_t *hist;
  __pyx_t_5thinc_5extra_6search_weight_t score;
  __pyx_t_5thinc_5extra_6search_weight_t loss;
  int i;
  int t;
  int is_done;
};

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


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


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


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


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


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


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


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


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


/* "pipe.pxd":1
 * cdef class Pipe:             # <<<<<<<<<<<<<<
 *     cdef public str name
 */
struct __pyx_obj_5spacy_8pipeline_4pipe_Pipe {
  PyObject_HEAD
  PyObject *name;
};


/* "trainable_pipe.pxd":4
 * from ..vocab cimport Vocab
 * 
 * cdef class TrainablePipe(Pipe):             # <<<<<<<<<<<<<<
 *     cdef public Vocab vocab
 *     cdef public object model
 */
struct __pyx_obj_5spacy_8pipeline_14trainable_pipe_TrainablePipe {
  struct __pyx_obj_5spacy_8pipeline_4pipe_Pipe __pyx_base;
  struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
  PyObject *model;
  PyObject *cfg;
  PyObject *scorer;
};


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


/* "training/example.pxd":5
 * 
 * 
 * cdef class Example:             # <<<<<<<<<<<<<<
 *     cdef readonly Doc x
 *     cdef readonly Doc y
 */
struct __pyx_obj_5spacy_8training_7example_Example {
  PyObject_HEAD
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *x;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *y;
  PyObject *_cached_alignment;
  PyObject *_cached_words_x;
  PyObject *_cached_words_y;
  uint64_t _x_sig;
  uint64_t _y_sig;
};


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


/* "stateclass.pxd":10
 * 
 * 
 * cdef class StateClass:             # <<<<<<<<<<<<<<
 *     cdef StateC* c
 *     cdef readonly Doc doc
 */
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_vtab;
  __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *c;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *doc;
  int _borrowed;
};


/* "_parser_internals/transition_system.pxd":35
 * ctypedef int (*del_state_t)(Pool mem, void* state, void* extra_args) except -1
 * 
 * cdef class TransitionSystem:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef StringStore strings
 */
struct __pyx_obj_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  struct __pyx_obj_5spacy_7strings_StringStore *strings;
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_Transition *c;
  int n_moves;
  int _size;
  __pyx_t_5spacy_8typedefs_attr_t root_label;
  PyObject *freqs;
  PyObject *labels;
  PyObject *cfg;
  __pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_init_state_t init_beam_state;
  __pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_del_state_t del_beam_state;
};


/* "thinc/extra/search.pxd":39
 * 
 * 
 * cdef class Beam:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef class_t nr_class
 */
struct __pyx_obj_5thinc_5extra_6search_Beam {
  PyObject_HEAD
  struct __pyx_vtabstruct_5thinc_5extra_6search_Beam *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  __pyx_t_5thinc_5extra_6search_class_t nr_class;
  __pyx_t_5thinc_5extra_6search_class_t width;
  __pyx_t_5thinc_5extra_6search_class_t size;
  __pyx_t_5thinc_5extra_6search_weight_t min_density;
  int t;
  int is_done;
  PyObject *histories;
  PyObject *_parent_histories;
  __pyx_t_5thinc_5extra_6search_weight_t **scores;
  int **is_valid;
  __pyx_t_5thinc_5extra_6search_weight_t **costs;
  struct __pyx_t_5thinc_5extra_6search__State *_parents;
  struct __pyx_t_5thinc_5extra_6search__State *_states;
  __pyx_t_5thinc_5extra_6search_del_func_t del_func;
};


/* "thinc/extra/search.pxd":77
 * 
 * 
 * cdef class MaxViolation:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef weight_t cost
 */
struct __pyx_obj_5thinc_5extra_6search_MaxViolation {
  PyObject_HEAD
  struct __pyx_vtabstruct_5thinc_5extra_6search_MaxViolation *__pyx_vtab;
  struct __pyx_obj_5cymem_5cymem_Pool *mem;
  __pyx_t_5thinc_5extra_6search_weight_t cost;
  __pyx_t_5thinc_5extra_6search_weight_t delta;
  __pyx_t_5thinc_5extra_6search_weight_t p_score;
  __pyx_t_5thinc_5extra_6search_weight_t g_score;
  double Z;
  double gZ;
  __pyx_t_5thinc_5extra_6search_class_t n;
  PyObject *p_hist;
  PyObject *g_hist;
  PyObject *p_probs;
  PyObject *g_probs;
};


/* "spacy/pipeline/transition_parser.pxd":10
 * 
 * 
 * cdef class Parser(TrainablePipe):             # <<<<<<<<<<<<<<
 *     cdef public object _rehearsal_model
 *     cdef readonly TransitionSystem moves
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser {
  struct __pyx_obj_5spacy_8pipeline_14trainable_pipe_TrainablePipe __pyx_base;
  struct __pyx_vtabstruct_5spacy_8pipeline_17transition_parser_Parser *__pyx_vtab;
  PyObject *_rehearsal_model;
  struct __pyx_obj_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem *moves;
  PyObject *_multitasks;
};


/* "spacy/pipeline/transition_parser.pyx":212
 *         pass
 * 
 *     def use_params(self, params):             # <<<<<<<<<<<<<<
 *         # Can't decorate cdef class :(. Workaround.
 *         with self.model.use_params(params):
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct__use_params {
  PyObject_HEAD
  PyObject *__pyx_v_params;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self;
  PyObject *__pyx_t_0;
  PyObject *__pyx_t_1;
  PyObject *__pyx_t_2;
  PyObject *__pyx_t_3;
};


/* "spacy/pipeline/transition_parser.pyx":217
 *             yield
 * 
 *     def pipe(self, docs, *, int batch_size=256):             # <<<<<<<<<<<<<<
 *         """Process a stream of documents.
 * 
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_1_pipe {
  PyObject_HEAD
  PyObject *__pyx_v_batch;
  PyObject *__pyx_v_batch_in_order;
  int __pyx_v_batch_size;
  PyObject *__pyx_v_by_length;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc;
  PyObject *__pyx_v_docs;
  PyObject *__pyx_v_e;
  PyObject *__pyx_v_error_handler;
  PyObject *__pyx_v_parse_states;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self;
  PyObject *__pyx_v_subbatch;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
  PyObject *__pyx_t_3;
  PyObject *__pyx_t_4;
  PyObject *__pyx_t_5;
};


/* "spacy/pipeline/transition_parser.pyx":243
 * 
 * 
 *     def predict(self, docs):             # <<<<<<<<<<<<<<
 *         if isinstance(docs, Doc):
 *             docs = [docs]
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict {
  PyObject_HEAD
  PyObject *__pyx_v_docs;
};


/* "spacy/pipeline/transition_parser.pyx":246
 *         if isinstance(docs, Doc):
 *             docs = [docs]
 *         if not any(len(doc) for doc in docs):             # <<<<<<<<<<<<<<
 *             result = self.moves.init_batch(docs)
 *             return result
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *__pyx_outer_scope;
  PyObject *__pyx_v_doc;
};


/* "spacy/pipeline/transition_parser.pyx":572
 *             self.init_multitask_objectives(get_examples, nlp.pipeline)
 * 
 *     def to_disk(self, path, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         serializers = {
 *             "model": lambda p: (self.model.to_disk(p) if self.model is not True else True),
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk {
  PyObject_HEAD
  PyObject *__pyx_v_exclude;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self;
};


/* "spacy/pipeline/transition_parser.pyx":581
 *         util.to_disk(path, serializers, exclude)
 * 
 *     def from_disk(self, path, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         deserializers = {
 *             "vocab": lambda p: self.vocab.from_disk(p, exclude=exclude),
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk {
  PyObject_HEAD
  PyObject *__pyx_v_exclude;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self;
};


/* "spacy/pipeline/transition_parser.pyx":600
 *         return self
 * 
 *     def to_bytes(self, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         serializers = {
 *             "model": lambda: (self.model.to_bytes()),
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes {
  PyObject_HEAD
  PyObject *__pyx_v_exclude;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self;
};


/* "spacy/pipeline/transition_parser.pyx":609
 *         return util.to_bytes(serializers, exclude)
 * 
 *     def from_bytes(self, bytes_data, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         deserializers = {
 *             "vocab": lambda b: self.vocab.from_bytes(b, exclude=exclude),
 */
struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes {
  PyObject_HEAD
  PyObject *__pyx_v_exclude;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self;
};


/* "View.MemoryView":106
 * 
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */
struct __pyx_array_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_array *__pyx_vtab;
  char *data;
  Py_ssize_t len;
  char *format;
  int ndim;
  Py_ssize_t *_shape;
  Py_ssize_t *_strides;
  Py_ssize_t itemsize;
  PyObject *mode;
  PyObject *_format;
  void (*callback_free_data)(void *);
  int free_data;
  int dtype_is_object;
};


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


/* "View.MemoryView":331
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */
struct __pyx_memoryview_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;
  PyObject *obj;
  PyObject *_size;
  PyObject *_array_interface;
  PyThread_type_lock lock;
  __pyx_atomic_int acquisition_count[2];
  __pyx_atomic_int *acquisition_count_aligned_p;
  Py_buffer view;
  int flags;
  int dtype_is_object;
  __Pyx_TypeInfo *typeinfo;
};


/* "View.MemoryView":967
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */
struct __pyx_memoryviewslice_obj {
  struct __pyx_memoryview_obj __pyx_base;
  __Pyx_memviewslice from_slice;
  PyObject *from_object;
  PyObject *(*to_object_func)(char *);
  int (*to_dtype_func)(char *, PyObject *);
};



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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


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

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


/* "stateclass.pxd":10
 * 
 * 
 * cdef class StateClass:             # <<<<<<<<<<<<<<
 *     cdef StateC* c
 *     cdef readonly Doc doc
 */

struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass {
  struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *(*borrow)(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *);
  struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *(*init_offset)(struct __pyx_t_5spacy_7structs_TokenC const *, int, int);
};
static struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_vtabptr_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass;
static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_borrow(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *, struct __pyx_obj_5spacy_6tokens_3doc_Doc *);
static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_init_offset(struct __pyx_t_5spacy_7structs_TokenC const *, int, int);


/* "_parser_internals/transition_system.pxd":35
 * ctypedef int (*del_state_t)(Pool mem, void* state, void* extra_args) except -1
 * 
 * cdef class TransitionSystem:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef StringStore strings
 */

struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem {
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_Transition (*lookup_transition)(struct __pyx_obj_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem *, PyObject *);
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_17transition_system_Transition (*init_transition)(struct __pyx_obj_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem *, int, int, __pyx_t_5spacy_8typedefs_attr_t);
  int (*set_valid)(struct __pyx_obj_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem *, int *, __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *);
  int (*set_costs)(struct __pyx_obj_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem *, int *, __pyx_t_5spacy_8typedefs_weight_t *, __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *, PyObject *);
};
static struct __pyx_vtabstruct_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem *__pyx_vtabptr_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem;


/* "thinc/extra/search.pxd":39
 * 
 * 
 * cdef class Beam:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef class_t nr_class
 */

struct __pyx_vtabstruct_5thinc_5extra_6search_Beam {
  int (*_fill)(struct __pyx_obj_5thinc_5extra_6search_Beam *, __pyx_t_5thinc_5extra_6search_Queue *, __pyx_t_5thinc_5extra_6search_weight_t **, int **);
  void *(*at)(struct __pyx_obj_5thinc_5extra_6search_Beam *, int);
  int (*initialize)(struct __pyx_obj_5thinc_5extra_6search_Beam *, __pyx_t_5thinc_5extra_6search_init_func_t, __pyx_t_5thinc_5extra_6search_del_func_t, int, void *);
  int (*advance)(struct __pyx_obj_5thinc_5extra_6search_Beam *, __pyx_t_5thinc_5extra_6search_trans_func_t, __pyx_t_5thinc_5extra_6search_hash_func_t, void *);
  int (*check_done)(struct __pyx_obj_5thinc_5extra_6search_Beam *, __pyx_t_5thinc_5extra_6search_finish_func_t, void *);
  void (*set_cell)(struct __pyx_obj_5thinc_5extra_6search_Beam *, int, int, __pyx_t_5thinc_5extra_6search_weight_t, int, __pyx_t_5thinc_5extra_6search_weight_t);
  int (*set_row)(struct __pyx_obj_5thinc_5extra_6search_Beam *, int, __pyx_t_5thinc_5extra_6search_weight_t const *, int const *, __pyx_t_5thinc_5extra_6search_weight_t const *);
  int (*set_table)(struct __pyx_obj_5thinc_5extra_6search_Beam *, __pyx_t_5thinc_5extra_6search_weight_t **, int **, __pyx_t_5thinc_5extra_6search_weight_t **);
};
static struct __pyx_vtabstruct_5thinc_5extra_6search_Beam *__pyx_vtabptr_5thinc_5extra_6search_Beam;
static CYTHON_INLINE void *__pyx_f_5thinc_5extra_6search_4Beam_at(struct __pyx_obj_5thinc_5extra_6search_Beam *, int);
static CYTHON_INLINE void __pyx_f_5thinc_5extra_6search_4Beam_set_cell(struct __pyx_obj_5thinc_5extra_6search_Beam *, int, int, __pyx_t_5thinc_5extra_6search_weight_t, int, __pyx_t_5thinc_5extra_6search_weight_t);


/* "thinc/extra/search.pxd":77
 * 
 * 
 * cdef class MaxViolation:             # <<<<<<<<<<<<<<
 *     cdef Pool mem
 *     cdef weight_t cost
 */

struct __pyx_vtabstruct_5thinc_5extra_6search_MaxViolation {
  int (*check)(struct __pyx_obj_5thinc_5extra_6search_MaxViolation *, struct __pyx_obj_5thinc_5extra_6search_Beam *, struct __pyx_obj_5thinc_5extra_6search_Beam *, int __pyx_skip_dispatch);
  int (*check_crf)(struct __pyx_obj_5thinc_5extra_6search_MaxViolation *, struct __pyx_obj_5thinc_5extra_6search_Beam *, struct __pyx_obj_5thinc_5extra_6search_Beam *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5thinc_5extra_6search_MaxViolation *__pyx_vtabptr_5thinc_5extra_6search_MaxViolation;


/* "spacy/pipeline/transition_parser.pyx":33
 * 
 * 
 * cdef class Parser(TrainablePipe):             # <<<<<<<<<<<<<<
 *     """
 *     Base class of the DependencyParser and EntityRecognizer.
 */

struct __pyx_vtabstruct_5spacy_8pipeline_17transition_parser_Parser {
  void (*_parseC)(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *, __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC **, struct __pyx_t_5spacy_2ml_12parser_model_WeightsC, struct __pyx_t_5spacy_2ml_12parser_model_SizesC);
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static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __pyx_CyFunction_init(void);

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

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

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

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

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

/* 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

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

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

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

/* GeneratorYieldFrom.proto */
static CYTHON_INLINE PyObject* __Pyx_Generator_Yield_From(__pyx_CoroutineObject *gen, PyObject *source);

/* 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

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

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

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

/* RaiseTooManyValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

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

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

/* 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

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

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

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

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

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

/* 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);

/* 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));
}

/* 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

/* 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);

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

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

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

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

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

static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/
/* decode_c_string_utf16.proto */
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 0;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16LE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = -1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16BE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}

/* decode_c_string.proto */
static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors));

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

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

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

/* CallNextTpDealloc.proto */
static void __Pyx_call_next_tp_dealloc(PyObject* obj, destructor current_tp_dealloc);

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

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

/* 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

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

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

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

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

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

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

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

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

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


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

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

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

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

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

/* IsLittleEndian.proto */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void);

/* BufferFormatCheck.proto */
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type);

/* TypeInfoCompare.proto */
static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b);

/* MemviewSliceValidateAndInit.proto */
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj);

/* ObjectToMemviewSlice.proto */
static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_float(PyObject *, int writable_flag);

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

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

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

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX
    #define __Pyx_c_eq_float(a, b)   ((a)==(b))
    #define __Pyx_c_sum_float(a, b)  ((a)+(b))
    #define __Pyx_c_diff_float(a, b) ((a)-(b))
    #define __Pyx_c_prod_float(a, b) ((a)*(b))
    #define __Pyx_c_quot_float(a, b) ((a)/(b))
    #define __Pyx_c_neg_float(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
    #define __Pyx_c_conj_float(z)    (::std::conj(z))
    #if 1
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static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value);

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static void __pyx_f_5spacy_8pipeline_17transition_parser_6Parser__parseC(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC **__pyx_v_states, struct __pyx_t_5spacy_2ml_12parser_model_WeightsC __pyx_v_weights, struct __pyx_t_5spacy_2ml_12parser_model_SizesC __pyx_v_sizes); /* proto*/
static void __pyx_f_5spacy_8pipeline_17transition_parser_6Parser_c_transition_batch(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC **__pyx_v_states, float const *__pyx_v_scores, int __pyx_v_nr_class, int __pyx_v_batch_size); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_6lexeme_Lexeme *__pyx_f_5spacy_6lexeme_6Lexeme_from_ptr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab); /* proto*/
static CYTHON_INLINE void __pyx_f_5spacy_6lexeme_6Lexeme_set_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_name, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_value); /* proto*/
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lexeme, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id, int __pyx_v_value); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_borrow(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *__pyx_v_ptr, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_init_offset(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_sent, int __pyx_v_length, int __pyx_v_offset); /* proto*/
static CYTHON_INLINE void *__pyx_f_5thinc_5extra_6search_4Beam_at(struct __pyx_obj_5thinc_5extra_6search_Beam *__pyx_v_self, int __pyx_v_i); /* proto*/
static CYTHON_INLINE void __pyx_f_5thinc_5extra_6search_4Beam_set_cell(struct __pyx_obj_5thinc_5extra_6search_Beam *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, __pyx_t_5thinc_5extra_6search_weight_t __pyx_v_score, int __pyx_v_is_valid, __pyx_t_5thinc_5extra_6search_weight_t __pyx_v_cost); /* proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/
static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/

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

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

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

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

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

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

/* Module declarations from 'spacy' */

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

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

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

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

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

/* 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;
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static PyTypeObject *__pyx_ptype_5numpy_generic = 0;
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static PyTypeObject *__pyx_ptype_5numpy_integer = 0;
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static PyTypeObject *__pyx_ptype_5numpy_unsignedinteger = 0;
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static PyTypeObject *__pyx_ptype_5numpy_flexible = 0;
static PyTypeObject *__pyx_ptype_5numpy_character = 0;
static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;

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

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

/* Module declarations from 'spacy.pipeline.pipe' */
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_4pipe_Pipe = 0;

/* Module declarations from 'spacy.pipeline.trainable_pipe' */
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_14trainable_pipe_TrainablePipe = 0;

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

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

/* Module declarations from 'spacy.training.example' */
static PyTypeObject *__pyx_ptype_5spacy_8training_7example_Example = 0;

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

/* Module declarations from 'libcpp' */

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

/* Module declarations from 'spacy.lexeme' */
static PyTypeObject *__pyx_ptype_5spacy_6lexeme_Lexeme = 0;
static struct __pyx_t_5spacy_7structs_LexemeC *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0;
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static __pyx_t_5spacy_8typedefs_attr_t *__pyx_vp_5spacy_6lexeme_OOV_RANK = 0;
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/* Module declarations from 'spacy.pipeline._parser_internals._state' */

/* Module declarations from 'spacy.pipeline._parser_internals.stateclass' */
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass = 0;

/* Module declarations from 'spacy.pipeline._parser_internals.transition_system' */
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17_parser_internals_17transition_system_TransitionSystem = 0;

/* Module declarations from 'spacy.ml.parser_model' */
static struct __pyx_t_5spacy_2ml_12parser_model_WeightsC (*__pyx_f_5spacy_2ml_12parser_model_get_c_weights)(PyObject *); /*proto*/
static struct __pyx_t_5spacy_2ml_12parser_model_SizesC (*__pyx_f_5spacy_2ml_12parser_model_get_c_sizes)(PyObject *, int); /*proto*/
static struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC (*__pyx_f_5spacy_2ml_12parser_model_alloc_activations)(struct __pyx_t_5spacy_2ml_12parser_model_SizesC); /*proto*/
static void (*__pyx_f_5spacy_2ml_12parser_model_free_activations)(struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC const *); /*proto*/
static void (*__pyx_f_5spacy_2ml_12parser_model_predict_states)(struct __pyx_t_5spacy_2ml_12parser_model_ActivationsC *, __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC **, struct __pyx_t_5spacy_2ml_12parser_model_WeightsC const *, struct __pyx_t_5spacy_2ml_12parser_model_SizesC); /*proto*/
static int (*__pyx_f_5spacy_2ml_12parser_model_arg_max_if_valid)(__pyx_t_5spacy_8typedefs_weight_t const *, int const *, int); /*proto*/
static void (*__pyx_f_5spacy_2ml_12parser_model_cpu_log_loss)(float *, float const *, int const *, float const *, int); /*proto*/

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

/* Module declarations from 'thinc.extra.search' */
static PyTypeObject *__pyx_ptype_5thinc_5extra_6search_Beam = 0;
static PyTypeObject *__pyx_ptype_5thinc_5extra_6search_MaxViolation = 0;

/* Module declarations from 'spacy.pipeline._parser_internals' */

/* Module declarations from 'spacy.pipeline._parser_internals._beam_utils' */

/* Module declarations from 'spacy.pipeline.transition_parser' */
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser_Parser = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct__use_params = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct_1_pipe = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes = 0;
static PyTypeObject *__pyx_ptype_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes = 0;
static PyTypeObject *__pyx_array_type = 0;
static PyTypeObject *__pyx_MemviewEnum_type = 0;
static PyTypeObject *__pyx_memoryview_type = 0;
static PyTypeObject *__pyx_memoryviewslice_type = 0;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static int __pyx_memoryview_thread_locks_used;
static PyThread_type_lock __pyx_memoryview_thread_locks[8];
static PyObject *__pyx_f_5spacy_8pipeline_17transition_parser___pyx_unpickle_Parser__set_state(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *, PyObject *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/
static void *__pyx_align_pointer(void *, size_t); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, char *); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_float = { "float", NULL, sizeof(float), { 0 }, 0, 'R', 0, 0 };
#define __Pyx_MODULE_NAME "spacy.pipeline.transition_parser"
extern int __pyx_module_is_main_spacy__pipeline__transition_parser;
int __pyx_module_is_main_spacy__pipeline__transition_parser = 0;

/* Implementation of 'spacy.pipeline.transition_parser' */
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_sorted;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_zip;
static PyObject *__pyx_builtin_AttributeError;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
static PyObject *__pyx_builtin_IndexError;
static const char __pyx_k_B[] = "B";
static const char __pyx_k_C[] = "C";
static const char __pyx_k_O[] = "O";
static const char __pyx_k_U[] = "U-";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_e[] = "e";
static const char __pyx_k_f[] = "f";
static const char __pyx_k_g[] = "g";
static const char __pyx_k_i[] = "i";
static const char __pyx_k_j[] = "j";
static const char __pyx_k_s[] = "s";
static const char __pyx_k_x[] = "x";
static const char __pyx_k_y[] = "y";
static const char __pyx_k_eg[] = "eg";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_nO[] = "nO";
static const char __pyx_k_rb[] = "rb";
static const char __pyx_k__31[] = "";
static const char __pyx_k__56[] = "_";
static const char __pyx_k_add[] = "add";
static const char __pyx_k_cfg[] = "cfg";
static const char __pyx_k_doc[] = "doc";
static const char __pyx_k_key[] = "key";
static const char __pyx_k_mem[] = "mem";
static const char __pyx_k_msg[] = "msg";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_nlp[] = "nlp";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_sgd[] = "sgd";
static const char __pyx_k_sum[] = "sum";
static const char __pyx_k_zip[] = "zip";
static const char __pyx_k_E149[] = "E149";
static const char __pyx_k_E923[] = "E923";
static const char __pyx_k_E924[] = "E924";
static const char __pyx_k_args[] = "args";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_beam[] = "beam";
static const char __pyx_k_clas[] = "clas";
static const char __pyx_k_copy[] = "copy";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_docs[] = "docs";
static const char __pyx_k_drop[] = "drop";
static const char __pyx_k_exit[] = "__exit__";
static const char __pyx_k_file[] = "file_";
static const char __pyx_k_freq[] = "freq";
static const char __pyx_k_gold[] = "gold";
static const char __pyx_k_hook[] = "hook";
static const char __pyx_k_loss[] = "loss";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mode[] = "mode";
static const char __pyx_k_name[] = "name";
static const char __pyx_k_ndim[] = "ndim";
static const char __pyx_k_open[] = "open";
static const char __pyx_k_pack[] = "pack";
static const char __pyx_k_path[] = "path";
static const char __pyx_k_pipe[] = "pipe";
static const char __pyx_k_read[] = "read";
static const char __pyx_k_self[] = "self";
static const char __pyx_k_send[] = "send";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_step[] = "step";
static const char __pyx_k_stop[] = "stop";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_util[] = "util";
static const char __pyx_k_ASCII[] = "ASCII";
static const char __pyx_k_added[] = "added";
static const char __pyx_k_attrs[] = "attrs";
static const char __pyx_k_batch[] = "batch";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_costs[] = "costs";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_enter[] = "__enter__";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_golds[] = "golds";
static const char __pyx_k_items[] = "items";
static const char __pyx_k_label[] = "label";
static const char __pyx_k_model[] = "model";
static const char __pyx_k_moves[] = "moves";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_order[] = "order";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_sizes[] = "sizes";
static const char __pyx_k_srsly[] = "srsly";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_state[] = "state";
static const char __pyx_k_throw[] = "throw";
static const char __pyx_k_tutor[] = "tutor";
static const char __pyx_k_vocab[] = "vocab";
static const char __pyx_k_zeros[] = "zeros";
static const char __pyx_k_Errors[] = "Errors";
static const char __pyx_k_Parser[] = "Parser";
static const char __pyx_k_action[] = "action";
static const char __pyx_k_dict_2[] = "_dict";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_errors[] = "errors";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_indent[] = "indent";
static const char __pyx_k_islice[] = "islice";
static const char __pyx_k_labels[] = "labels";
static const char __pyx_k_losses[] = "losses";
static const char __pyx_k_name_2[] = "__name__";
static const char __pyx_k_params[] = "params";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_random[] = "random";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_remove[] = "remove";
static const char __pyx_k_resize[] = "_resize";
static const char __pyx_k_result[] = "result";
static const char __pyx_k_scorer[] = "scorer";
static const char __pyx_k_scores[] = "scores";
static const char __pyx_k_sorted[] = "sorted";
static const char __pyx_k_states[] = "states";
static const char __pyx_k_struct[] = "struct";
static const char __pyx_k_target[] = "target";
static const char __pyx_k_to_cut[] = "to_cut";
static const char __pyx_k_unpack[] = "unpack";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_CupyOps[] = "CupyOps";
static const char __pyx_k_actions[] = "actions";
static const char __pyx_k_advance[] = "advance";
static const char __pyx_k_density[] = "density";
static const char __pyx_k_example[] = "example";
static const char __pyx_k_exclude[] = "exclude";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_genexpr[] = "genexpr";
static const char __pyx_k_get_ref[] = "get_ref";
static const char __pyx_k_guesses[] = "guesses";
static const char __pyx_k_is_done[] = "is_done";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_n_moves[] = "n_moves";
static const char __pyx_k_predict[] = "predict";
static const char __pyx_k_resized[] = "resized";
static const char __pyx_k_strings[] = "strings";
static const char __pyx_k_targets[] = "targets";
static const char __pyx_k_to_disk[] = "to_disk";
static const char __pyx_k_tok2vec[] = "tok2vec";
static const char __pyx_k_uniform[] = "uniform";
static const char __pyx_k_weights[] = "weights";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_Warnings[] = "Warnings";
static const char __pyx_k_backprop[] = "backprop";
static const char __pyx_k_c_scores[] = "c_scores";
static const char __pyx_k_c_states[] = "c_states";
static const char __pyx_k_d_scores[] = "d_scores";
static const char __pyx_k_examples[] = "examples";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_has_gold[] = "has_gold";
static const char __pyx_k_is_final[] = "is_final";
static const char __pyx_k_is_valid[] = "is_valid";
static const char __pyx_k_itemsize[] = "itemsize";
static const char __pyx_k_min_freq[] = "min_freq";
static const char __pyx_k_n_scores[] = "n_scores";
static const char __pyx_k_pipeline[] = "pipeline";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_rehearse[] = "rehearse";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_subbatch[] = "subbatch";
static const char __pyx_k_to_bytes[] = "to_bytes";
static const char __pyx_k_training[] = "training";
static const char __pyx_k_warnings[] = "warnings";
static const char __pyx_k_BeamBatch[] = "BeamBatch";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_add_label[] = "add_label";
static const char __pyx_k_by_length[] = "by_length";
static const char __pyx_k_component[] = "component";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_from_disk[] = "from_disk";
static const char __pyx_k_init_gold[] = "init_gold";
static const char __pyx_k_itertools[] = "itertools";
static const char __pyx_k_max_moves[] = "max_moves";
static const char __pyx_k_minibatch[] = "minibatch";
static const char __pyx_k_move_name[] = "move_name";
static const char __pyx_k_multitask[] = "multitask";
static const char __pyx_k_predicted[] = "predicted";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_read_json[] = "read_json";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_sort_keys[] = "sort_keys";
static const char __pyx_k_thinc_api[] = "thinc.api";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_add_action[] = "add_action";
static const char __pyx_k_all_states[] = "all_states";
static const char __pyx_k_batch_size[] = "batch_size";
static const char __pyx_k_beam_parse[] = "beam_parse";
static const char __pyx_k_beam_utils[] = "_beam_utils";
static const char __pyx_k_beam_width[] = "beam_width";
static const char __pyx_k_bytes_data[] = "bytes_data";
static const char __pyx_k_c_d_scores[] = "c_d_scores";
static const char __pyx_k_doc_sample[] = "doc_sample";
static const char __pyx_k_from_bytes[] = "from_bytes";
static const char __pyx_k_init_batch[] = "init_batch";
static const char __pyx_k_initialize[] = "initialize";
static const char __pyx_k_json_dumps[] = "json_dumps";
static const char __pyx_k_json_loads[] = "json_loads";
static const char __pyx_k_max_length[] = "max_length";
static const char __pyx_k_multitasks[] = "multitasks";
static const char __pyx_k_n_examples[] = "n_examples";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_set_output[] = "set_output";
static const char __pyx_k_setdefault[] = "setdefault";
static const char __pyx_k_use_params[] = "use_params";
static const char __pyx_k_write_json[] = "write_json";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_MemoryError[] = "MemoryError";
static const char __pyx_k_Parser_pipe[] = "Parser.pipe";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_base_parser[] = "base_parser";
static const char __pyx_k_ensure_path[] = "ensure_path";
static const char __pyx_k_get_actions[] = "get_actions";
static const char __pyx_k_serializers[] = "serializers";
static const char __pyx_k_start_state[] = "start_state";
static const char __pyx_k_update_beam[] = "update_beam";
static const char __pyx_k_action_types[] = "action_types";
static const char __pyx_k_beam_density[] = "beam_density";
static const char __pyx_k_begin_update[] = "begin_update";
static const char __pyx_k_clear_memory[] = "clear_memory";
static const char __pyx_k_get_examples[] = "get_examples";
static const char __pyx_k_greedy_parse[] = "greedy_parse";
static const char __pyx_k_learn_tokens[] = "learn_tokens";
static const char __pyx_k_numpy_random[] = "numpy.random";
static const char __pyx_k_parse_states[] = "parse_states";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_states_golds[] = "states_golds";
static const char __pyx_k_stringsource[] = "stringsource";
static const char __pyx_k_use_setstate[] = "use_setstate";
static const char __pyx_k_Parser_update[] = "Parser.update";
static const char __pyx_k_TrainablePipe[] = "TrainablePipe";
static const char __pyx_k_deserializers[] = "deserializers";
static const char __pyx_k_error_handler[] = "error_handler";
static const char __pyx_k_finish_update[] = "finish_update";
static const char __pyx_k_getnewargs_ex[] = "__getnewargs_ex__";
static const char __pyx_k_parser_or_NER[] = "parser or NER";
static const char __pyx_k_postprocesses[] = "postprocesses";
static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_resize_output[] = "resize_output";
static const char __pyx_k_AttributeError[] = "AttributeError";
static const char __pyx_k_Parser__resize[] = "Parser._resize";
static const char __pyx_k_Parser_predict[] = "Parser.predict";
static const char __pyx_k_Parser_to_disk[] = "Parser.to_disk";
static const char __pyx_k_batch_in_order[] = "batch_in_order";
static const char __pyx_k_collect_states[] = "collect_states";
static const char __pyx_k_get_batch_loss[] = "get_batch_loss";
static const char __pyx_k_get_class_name[] = "get_class_name";
static const char __pyx_k_get_doc_labels[] = "get_doc_labels";
static const char __pyx_k_oracle_actions[] = "oracle_actions";
static const char __pyx_k_trainable_pipe[] = "trainable_pipe";
static const char __pyx_k_unseen_classes[] = "unseen_classes";
static const char __pyx_k_Parser_rehearse[] = "Parser.rehearse";
static const char __pyx_k_Parser_to_bytes[] = "Parser.to_bytes";
static const char __pyx_k_View_MemoryView[] = "View.MemoryView";
static const char __pyx_k_allocate_buffer[] = "allocate_buffer";
static const char __pyx_k_dtype_is_object[] = "dtype_is_object";
static const char __pyx_k_init_gold_batch[] = "_init_gold_batch";
static const char __pyx_k_min_action_freq[] = "min_action_freq";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_set_annotations[] = "set_annotations";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_states_or_beams[] = "states_or_beams";
static const char __pyx_k_Parser_add_label[] = "Parser.add_label";
static const char __pyx_k_Parser_from_disk[] = "Parser.from_disk";
static const char __pyx_k_TransitionSystem[] = "TransitionSystem";
static const char __pyx_k_backprop_tok2vec[] = "backprop_tok2vec";
static const char __pyx_k_beam_update_prob[] = "beam_update_prob";
static const char __pyx_k_parser_internals[] = "_parser_internals";
static const char __pyx_k_set_dropout_rate[] = "set_dropout_rate";
static const char __pyx_k_Parser_beam_parse[] = "Parser.beam_parse";
static const char __pyx_k_Parser_from_bytes[] = "Parser.from_bytes";
static const char __pyx_k_Parser_initialize[] = "Parser.initialize";
static const char __pyx_k_Parser_set_output[] = "Parser.set_output";
static const char __pyx_k_Parser_use_params[] = "Parser.use_params";
static const char __pyx_k_get_error_handler[] = "get_error_handler";
static const char __pyx_k_init_gold_batch_2[] = "init_gold_batch";
static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum";
static const char __pyx_k_transition_states[] = "transition_states";
static const char __pyx_k_validate_examples[] = "validate_examples";
static const char __pyx_k_Parser_update_beam[] = "Parser.update_beam";
static const char __pyx_k_check_lexeme_norms[] = "check_lexeme_norms";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_initialize_actions[] = "initialize_actions";
static const char __pyx_k_pipe_locals_lambda[] = "pipe.<locals>.<lambda>";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
static const char __pyx_k_Parser_greedy_parse[] = "Parser.greedy_parse";
static const char __pyx_k_incorrect_spans_key[] = "incorrect_spans_key";
static const char __pyx_k_pyx_unpickle_Parser[] = "__pyx_unpickle_Parser";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_Parser_get_batch_loss[] = "Parser.get_batch_loss";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_get_unfinished_states[] = "get_unfinished_states";
static const char __pyx_k_to_disk_locals_lambda[] = "to_disk.<locals>.<lambda>";
static const char __pyx_k_validate_get_examples[] = "validate_get_examples";
static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static const char __pyx_k_Parser___getnewargs_ex[] = "Parser.__getnewargs_ex__";
static const char __pyx_k_Parser___reduce_cython[] = "Parser.__reduce_cython__";
static const char __pyx_k_Parser_set_annotations[] = "Parser.set_annotations";
static const char __pyx_k_predict_locals_genexpr[] = "predict.<locals>.genexpr";
static const char __pyx_k_to_bytes_locals_lambda[] = "to_bytes.<locals>.<lambda>";
static const char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static const char __pyx_k_Parser__init_gold_batch[] = "Parser._init_gold_batch";
static const char __pyx_k_add_multitask_objective[] = "add_multitask_objective";
static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static const char __pyx_k_ensure_labels_are_added[] = "_ensure_labels_are_added";
static const char __pyx_k_from_disk_locals_lambda[] = "from_disk.<locals>.<lambda>";
static const char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static const char __pyx_k_Parser___setstate_cython[] = "Parser.__setstate_cython__";
static const char __pyx_k_Parser_transition_states[] = "Parser.transition_states";
static const char __pyx_k_from_bytes_locals_lambda[] = "from_bytes.<locals>.<lambda>";
static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static const char __pyx_k_init_multitask_objectives[] = "init_multitask_objectives";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static const char __pyx_k_update_with_oracle_cut_size[] = "update_with_oracle_cut_size";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_Parser_add_multitask_objective[] = "Parser.add_multitask_objective";
static const char __pyx_k_get_oracle_sequence_from_state[] = "get_oracle_sequence_from_state";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_Parser__ensure_labels_are_added[] = "Parser._ensure_labels_are_added";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static const char __pyx_k_Cannot_assign_to_read_only_memor[] = "Cannot assign to read-only memoryview";
static const char __pyx_k_Cannot_create_writable_memory_vi[] = "Cannot create writable memory view from read-only memoryview";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0xcc6d452, 0x70461e5, 0x1b042af) = (_multitasks, _rehearsal_model, cfg, model, moves, name, scorer, vocab))";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)";
static const char __pyx_k_Parser_init_multitask_objectives[] = "Parser.init_multitask_objectives";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)";
static const char __pyx_k_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__";
static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
static const char __pyx_k_spacy_pipeline_transition_parser[] = "spacy.pipeline.transition_parser";
static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_2[] = "Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))";
static const char __pyx_k_spacy_pipeline_transition_parser_2[] = "spacy\\pipeline\\transition_parser.pyx";
static PyObject *__pyx_n_s_ASCII;
static PyObject *__pyx_n_s_AttributeError;
static PyObject *__pyx_n_s_B;
static PyObject *__pyx_n_s_BeamBatch;
static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri;
static PyObject *__pyx_n_s_C;
static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is;
static PyObject *__pyx_kp_s_Cannot_assign_to_read_only_memor;
static PyObject *__pyx_kp_s_Cannot_create_writable_memory_vi;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_n_s_CupyOps;
static PyObject *__pyx_n_s_E149;
static PyObject *__pyx_n_s_E923;
static PyObject *__pyx_n_s_E924;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_n_s_Errors;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0;
static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0_2;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr;
static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d;
static PyObject *__pyx_n_s_MemoryError;
static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x;
static PyObject *__pyx_kp_s_MemoryView_of_r_object;
static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_s_Parser;
static PyObject *__pyx_n_s_Parser___getnewargs_ex;
static PyObject *__pyx_n_s_Parser___reduce_cython;
static PyObject *__pyx_n_s_Parser___setstate_cython;
static PyObject *__pyx_n_s_Parser__ensure_labels_are_added;
static PyObject *__pyx_n_s_Parser__init_gold_batch;
static PyObject *__pyx_n_s_Parser__resize;
static PyObject *__pyx_n_s_Parser_add_label;
static PyObject *__pyx_n_s_Parser_add_multitask_objective;
static PyObject *__pyx_n_s_Parser_beam_parse;
static PyObject *__pyx_n_s_Parser_from_bytes;
static PyObject *__pyx_n_s_Parser_from_disk;
static PyObject *__pyx_n_s_Parser_get_batch_loss;
static PyObject *__pyx_n_s_Parser_greedy_parse;
static PyObject *__pyx_n_s_Parser_init_multitask_objectives;
static PyObject *__pyx_kp_s_Parser_initialize;
static PyObject *__pyx_n_s_Parser_pipe;
static PyObject *__pyx_n_s_Parser_predict;
static PyObject *__pyx_kp_s_Parser_rehearse;
static PyObject *__pyx_n_s_Parser_set_annotations;
static PyObject *__pyx_n_s_Parser_set_output;
static PyObject *__pyx_n_s_Parser_to_bytes;
static PyObject *__pyx_n_s_Parser_to_disk;
static PyObject *__pyx_n_s_Parser_transition_states;
static PyObject *__pyx_kp_s_Parser_update;
static PyObject *__pyx_n_s_Parser_update_beam;
static PyObject *__pyx_n_s_Parser_use_params;
static PyObject *__pyx_n_s_PickleError;
static PyObject *__pyx_n_s_TrainablePipe;
static PyObject *__pyx_n_s_TransitionSystem;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_U;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_s_View_MemoryView;
static PyObject *__pyx_n_s_Warnings;
static PyObject *__pyx_n_s__31;
static PyObject *__pyx_n_s__56;
static PyObject *__pyx_n_s_action;
static PyObject *__pyx_n_s_action_types;
static PyObject *__pyx_n_s_actions;
static PyObject *__pyx_n_s_add;
static PyObject *__pyx_n_s_add_action;
static PyObject *__pyx_n_s_add_label;
static PyObject *__pyx_n_s_add_multitask_objective;
static PyObject *__pyx_n_s_added;
static PyObject *__pyx_n_s_advance;
static PyObject *__pyx_n_s_all_states;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_attrs;
static PyObject *__pyx_n_s_backprop;
static PyObject *__pyx_n_s_backprop_tok2vec;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_base_parser;
static PyObject *__pyx_n_s_batch;
static PyObject *__pyx_n_s_batch_in_order;
static PyObject *__pyx_n_s_batch_size;
static PyObject *__pyx_n_s_beam;
static PyObject *__pyx_n_s_beam_density;
static PyObject *__pyx_n_s_beam_parse;
static PyObject *__pyx_n_s_beam_update_prob;
static PyObject *__pyx_n_s_beam_utils;
static PyObject *__pyx_n_s_beam_width;
static PyObject *__pyx_n_s_begin_update;
static PyObject *__pyx_n_s_by_length;
static PyObject *__pyx_n_s_bytes_data;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_c_d_scores;
static PyObject *__pyx_n_s_c_scores;
static PyObject *__pyx_n_s_c_states;
static PyObject *__pyx_n_s_cfg;
static PyObject *__pyx_n_s_check_lexeme_norms;
static PyObject *__pyx_n_s_clas;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_clear_memory;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_collect_states;
static PyObject *__pyx_n_s_component;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_n_s_copy;
static PyObject *__pyx_n_s_costs;
static PyObject *__pyx_n_s_d_scores;
static PyObject *__pyx_n_s_density;
static PyObject *__pyx_n_s_deserializers;
static PyObject *__pyx_n_s_dict;
static PyObject *__pyx_n_s_dict_2;
static PyObject *__pyx_n_s_doc;
static PyObject *__pyx_n_s_doc_sample;
static PyObject *__pyx_n_s_docs;
static PyObject *__pyx_n_s_drop;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_e;
static PyObject *__pyx_n_s_eg;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_ensure_labels_are_added;
static PyObject *__pyx_n_s_ensure_path;
static PyObject *__pyx_n_s_enter;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_error_handler;
static PyObject *__pyx_n_s_errors;
static PyObject *__pyx_n_s_example;
static PyObject *__pyx_n_s_examples;
static PyObject *__pyx_n_s_exclude;
static PyObject *__pyx_n_s_exit;
static PyObject *__pyx_n_s_f;
static PyObject *__pyx_n_s_file;
static PyObject *__pyx_n_s_finish_update;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_freq;
static PyObject *__pyx_n_s_from_bytes;
static PyObject *__pyx_n_s_from_bytes_locals_lambda;
static PyObject *__pyx_n_s_from_disk;
static PyObject *__pyx_n_s_from_disk_locals_lambda;
static PyObject *__pyx_n_s_g;
static PyObject *__pyx_n_s_genexpr;
static PyObject *__pyx_n_s_get_actions;
static PyObject *__pyx_n_s_get_batch_loss;
static PyObject *__pyx_n_s_get_class_name;
static PyObject *__pyx_n_s_get_doc_labels;
static PyObject *__pyx_n_s_get_error_handler;
static PyObject *__pyx_n_s_get_examples;
static PyObject *__pyx_n_s_get_oracle_sequence_from_state;
static PyObject *__pyx_n_s_get_ref;
static PyObject *__pyx_n_s_get_unfinished_states;
static PyObject *__pyx_n_s_getnewargs_ex;
static PyObject *__pyx_n_s_getstate;
static PyObject *__pyx_n_s_gold;
static PyObject *__pyx_n_s_golds;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_n_s_greedy_parse;
static PyObject *__pyx_n_s_guesses;
static PyObject *__pyx_n_s_has_gold;
static PyObject *__pyx_n_s_hook;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_incorrect_spans_key;
static PyObject *__pyx_n_s_indent;
static PyObject *__pyx_n_s_init_batch;
static PyObject *__pyx_n_s_init_gold;
static PyObject *__pyx_n_s_init_gold_batch;
static PyObject *__pyx_n_s_init_gold_batch_2;
static PyObject *__pyx_n_s_init_multitask_objectives;
static PyObject *__pyx_n_s_initialize;
static PyObject *__pyx_n_s_initialize_actions;
static PyObject *__pyx_n_s_is_done;
static PyObject *__pyx_n_s_is_final;
static PyObject *__pyx_n_s_is_valid;
static PyObject *__pyx_n_s_islice;
static PyObject *__pyx_n_s_items;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_itertools;
static PyObject *__pyx_n_s_j;
static PyObject *__pyx_n_s_json_dumps;
static PyObject *__pyx_n_s_json_loads;
static PyObject *__pyx_n_s_key;
static PyObject *__pyx_n_s_label;
static PyObject *__pyx_n_s_labels;
static PyObject *__pyx_n_s_learn_tokens;
static PyObject *__pyx_n_s_loss;
static PyObject *__pyx_n_s_losses;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_max_length;
static PyObject *__pyx_n_s_max_moves;
static PyObject *__pyx_n_s_mem;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_min_action_freq;
static PyObject *__pyx_n_s_min_freq;
static PyObject *__pyx_n_s_minibatch;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_model;
static PyObject *__pyx_n_s_move_name;
static PyObject *__pyx_n_s_moves;
static PyObject *__pyx_n_s_msg;
static PyObject *__pyx_n_s_multitask;
static PyObject *__pyx_n_s_multitasks;
static PyObject *__pyx_n_s_nO;
static PyObject *__pyx_n_s_n_examples;
static PyObject *__pyx_n_s_n_moves;
static PyObject *__pyx_n_s_n_scores;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_new;
static PyObject *__pyx_n_s_nlp;
static PyObject *__pyx_kp_s_no_default___reduce___due_to_non;
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_numpy_random;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_open;
static PyObject *__pyx_n_s_oracle_actions;
static PyObject *__pyx_n_s_order;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_params;
static PyObject *__pyx_n_s_parse_states;
static PyObject *__pyx_n_s_parser_internals;
static PyObject *__pyx_kp_s_parser_or_NER;
static PyObject *__pyx_n_s_path;
static PyObject *__pyx_n_s_pickle;
static PyObject *__pyx_n_s_pipe;
static PyObject *__pyx_n_s_pipe_locals_lambda;
static PyObject *__pyx_n_s_pipeline;
static PyObject *__pyx_n_s_postprocesses;
static PyObject *__pyx_n_s_predict;
static PyObject *__pyx_n_s_predict_locals_genexpr;
static PyObject *__pyx_n_s_predicted;
static PyObject *__pyx_n_s_pyx_PickleError;
static PyObject *__pyx_n_s_pyx_checksum;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_result;
static PyObject *__pyx_n_s_pyx_state;
static PyObject *__pyx_n_s_pyx_type;
static PyObject *__pyx_n_s_pyx_unpickle_Enum;
static PyObject *__pyx_n_s_pyx_unpickle_Parser;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_random;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_rb;
static PyObject *__pyx_n_s_read;
static PyObject *__pyx_n_s_read_json;
static PyObject *__pyx_n_s_reduce;
static PyObject *__pyx_n_s_reduce_cython;
static PyObject *__pyx_n_s_reduce_ex;
static PyObject *__pyx_n_s_rehearse;
static PyObject *__pyx_n_s_remove;
static PyObject *__pyx_n_s_resize;
static PyObject *__pyx_n_s_resize_output;
static PyObject *__pyx_n_s_resized;
static PyObject *__pyx_n_s_result;
static PyObject *__pyx_n_s_s;
static PyObject *__pyx_n_s_scorer;
static PyObject *__pyx_n_s_scores;
static PyObject *__pyx_n_s_self;
static PyObject *__pyx_n_s_send;
static PyObject *__pyx_n_s_serializers;
static PyObject *__pyx_n_s_set_annotations;
static PyObject *__pyx_n_s_set_dropout_rate;
static PyObject *__pyx_n_s_set_output;
static PyObject *__pyx_n_s_setdefault;
static PyObject *__pyx_n_s_setstate;
static PyObject *__pyx_n_s_setstate_cython;
static PyObject *__pyx_n_s_sgd;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_sizes;
static PyObject *__pyx_n_s_sort_keys;
static PyObject *__pyx_n_s_sorted;
static PyObject *__pyx_n_s_spacy_pipeline_transition_parser;
static PyObject *__pyx_kp_s_spacy_pipeline_transition_parser_2;
static PyObject *__pyx_n_s_srsly;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_start_state;
static PyObject *__pyx_n_s_state;
static PyObject *__pyx_n_s_states;
static PyObject *__pyx_n_s_states_golds;
static PyObject *__pyx_n_s_states_or_beams;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_kp_s_strided_and_direct;
static PyObject *__pyx_kp_s_strided_and_direct_or_indirect;
static PyObject *__pyx_kp_s_strided_and_indirect;
static PyObject *__pyx_n_s_strings;
static PyObject *__pyx_kp_s_stringsource;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_subbatch;
static PyObject *__pyx_n_s_sum;
static PyObject *__pyx_n_s_target;
static PyObject *__pyx_n_s_targets;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_thinc_api;
static PyObject *__pyx_n_s_throw;
static PyObject *__pyx_n_s_to_bytes;
static PyObject *__pyx_n_s_to_bytes_locals_lambda;
static PyObject *__pyx_n_s_to_cut;
static PyObject *__pyx_n_s_to_disk;
static PyObject *__pyx_n_s_to_disk_locals_lambda;
static PyObject *__pyx_n_s_tok2vec;
static PyObject *__pyx_n_s_trainable_pipe;
static PyObject *__pyx_n_s_training;
static PyObject *__pyx_n_s_transition_states;
static PyObject *__pyx_n_s_tutor;
static PyObject *__pyx_kp_s_unable_to_allocate_array_data;
static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str;
static PyObject *__pyx_n_s_uniform;
static PyObject *__pyx_n_s_unpack;
static PyObject *__pyx_n_s_unseen_classes;
static PyObject *__pyx_n_s_update;
static PyObject *__pyx_n_s_update_beam;
static PyObject *__pyx_n_s_update_with_oracle_cut_size;
static PyObject *__pyx_n_s_use_params;
static PyObject *__pyx_n_s_use_setstate;
static PyObject *__pyx_n_s_util;
static PyObject *__pyx_n_s_validate_examples;
static PyObject *__pyx_n_s_validate_get_examples;
static PyObject *__pyx_n_s_vocab;
static PyObject *__pyx_n_s_warnings;
static PyObject *__pyx_n_s_weights;
static PyObject *__pyx_n_s_write_json;
static PyObject *__pyx_n_s_x;
static PyObject *__pyx_n_s_y;
static PyObject *__pyx_n_s_zeros;
static PyObject *__pyx_n_s_zip;
static int __pyx_pf_5spacy_8pipeline_17transition_parser_6Parser___init__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab, PyObject *__pyx_v_model, PyObject *__pyx_v_name, PyObject *__pyx_v_moves, PyObject *__pyx_v_update_with_oracle_cut_size, PyObject *__pyx_v_min_action_freq, PyObject *__pyx_v_learn_tokens, PyObject *__pyx_v_beam_width, PyObject *__pyx_v_beam_density, PyObject *__pyx_v_beam_update_prob, PyObject *__pyx_v_multitasks, PyObject *__pyx_v_incorrect_spans_key, PyObject *__pyx_v_scorer); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_2__getnewargs_ex__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_10move_names___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_6labels___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_10label_data___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_7tok2vec___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_13postprocesses___get__(CYTHON_UNUSED struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_19incorrect_spans_key___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_4add_label(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_label); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_6_ensure_labels_are_added(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_docs); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_8_resize(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_10add_multitask_objective(CYTHON_UNUSED struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_target); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_12init_multitask_objectives(CYTHON_UNUSED struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_get_examples, CYTHON_UNUSED PyObject *__pyx_v_pipeline, CYTHON_UNUSED PyObject *__pyx_v_cfg); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_14use_params(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_params); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_doc); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_17pipe(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_docs, int __pyx_v_batch_size); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_7predict_genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_20predict(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_docs); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_22greedy_parse(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_docs, PyObject *__pyx_v_drop); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_24beam_parse(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_docs, int __pyx_v_beam_width, CYTHON_UNUSED float __pyx_v_drop, PyObject *__pyx_v_beam_density); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_26set_annotations(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_docs, PyObject *__pyx_v_states_or_beams); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_28transition_states(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_states, __Pyx_memviewslice __pyx_v_scores); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_30update(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_examples, PyObject *__pyx_v_drop, PyObject *__pyx_v_sgd, PyObject *__pyx_v_losses); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_32rehearse(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_examples, PyObject *__pyx_v_sgd, PyObject *__pyx_v_losses, CYTHON_UNUSED PyObject *__pyx_v_cfg); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_34update_beam(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_examples, PyObject *__pyx_v_beam_width, CYTHON_UNUSED PyObject *__pyx_v_drop, PyObject *__pyx_v_sgd, PyObject *__pyx_v_losses, PyObject *__pyx_v_beam_density); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_36get_batch_loss(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_states, PyObject *__pyx_v_golds, __Pyx_memviewslice __pyx_v_scores, PyObject *__pyx_v_losses); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_38set_output(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_nO); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_40initialize(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_get_examples, PyObject *__pyx_v_nlp, PyObject *__pyx_v_labels); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda2(PyObject *__pyx_self, PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda3(PyObject *__pyx_self, PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda4(PyObject *__pyx_self, PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda5(PyObject *__pyx_self, PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_42to_disk(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda6(PyObject *__pyx_self, PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda7(PyObject *__pyx_self, PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda8(PyObject *__pyx_self, PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda9(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_p); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_44from_disk(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda10(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda11(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda12(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda13(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_46to_bytes(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda14(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda15(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda16(PyObject *__pyx_self, PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda17(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_b); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_48from_bytes(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_bytes_data, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_50_init_gold_batch(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_examples, PyObject *__pyx_v_max_length); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_16_rehearsal_model___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_16_rehearsal_model_2__set__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_16_rehearsal_model_4__del__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_5moves___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_11_multitasks___get__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_11_multitasks_2__set__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_11_multitasks_4__del__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_52__reduce_cython__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser_6Parser_54__setstate_cython__(struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_5spacy_8pipeline_17transition_parser___pyx_unpickle_Parser(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */
static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser_Parser(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct__use_params(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_1_pipe(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static __Pyx_CachedCFunction __pyx_umethod_PySet_Type_update = {0, &__pyx_n_s_update, 0, 0, 0};
static PyObject *__pyx_float_0_;
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static PyObject *__pyx_slice__26;
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/* Late includes */

/* "spacy/pipeline/transition_parser.pyx":38
 *     """
 * 
 *     def __init__(             # <<<<<<<<<<<<<<
 *         self,
 *         Vocab vocab,
 */

/* Python wrapper */
static int __pyx_pw_5spacy_8pipeline_17transition_parser_6Parser_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_5spacy_8pipeline_17transition_parser_6Parser___init__[] = "Create a Parser.\n\n        vocab (Vocab): The vocabulary object. Must be shared with documents\n            to be processed. The value is set to the `.vocab` attribute.\n        model (Model): The model for the transition-based parser. The model needs\n            to have a specific substructure of named components --- see the\n            spacy.ml.tb_framework.TransitionModel for details.\n        name (str): The name of the pipeline component\n        moves (Optional[TransitionSystem]): This defines how the parse-state is created,\n            updated and evaluated. If 'moves' is None, a new instance is\n            created with `self.TransitionSystem()`. Defaults to `None`.\n        update_with_oracle_cut_size (int): During training, cut long sequences into\n            shorter segments by creating intermediate states based on the gold-standard\n            history. The model is not very sensitive to this parameter, so you usually\n            won't need to change it. 100 is a good default.\n        min_action_freq (int): The minimum frequency of labelled actions to retain.\n            Rarer labelled actions have their label backed-off to \"dep\". While this\n            primarily affects the label accuracy, it can also affect the attachment\n            structure, as the labels are used to represent the pseudo-projectivity\n            transformation.\n        learn_tokens (bool): Whether to learn to merge subtokens that are split\n            relative to the gold standard. Experimental.\n        beam_width (int): The number of candidate analyses to maintain.\n        beam_density (float): The minimum ratio between the scores of the first and\n            last candidates in the beam. This allows the parser to avoid exploring\n            candidates that are too far behind. This is mostly intended to improve\n            efficiency, but it can also improve accuracy as deeper search is not\n            always better.\n        beam_update_prob (float): The chance"" of making a beam update, instead of a\n            greedy update. Greedy updates are an approximation for the beam updates,\n            and are faster to compute.\n        multitasks: additional multi-tasking components. Experimental.\n        incorrect_spans_key (Optional[str]): Identifies spans that are known\n            to be incorrect entity annotations. The incorrect entity annotations\n            can be stored in the span group, under this key.\n        scorer (Optional[Callable]): The scoring method. Defaults to None.\n        ";
#if CYTHON_UPDATE_DESCRIPTOR_DOC
struct wrapperbase __pyx_wrapperbase_5spacy_8pipeline_17transition_parser_6Parser___init__;
#endif
static int __pyx_pw_5spacy_8pipeline_17transition_parser_6Parser_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab = 0;
  PyObject *__pyx_v_model = 0;
  PyObject *__pyx_v_name = 0;
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      /* "lexeme.pxd":50
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):             # <<<<<<<<<<<<<<
 *                 return 1
 *             else:
 */
    }

    /* "lexeme.pxd":53
 *                 return 1
 *             else:
 *                 return 0             # <<<<<<<<<<<<<<
 *         elif feat_name == ID:
 *             return lex.id
 */
    /*else*/ {
      __pyx_r = 0;
      goto __pyx_L0;
    }

    /* "lexeme.pxd":49
 *     @staticmethod
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:
 *         if feat_name < (sizeof(flags_t) * 8):             # <<<<<<<<<<<<<<
 *             if Lexeme.c_check_flag(lex, feat_name):
 *                 return 1
 */
  }

  /* "lexeme.pxd":54
 *             else:
 *                 return 0
 *         elif feat_name == ID:             # <<<<<<<<<<<<<<
 *             return lex.id
 *         elif feat_name == ORTH:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ID) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":55
 *                 return 0
 *         elif feat_name == ID:
 *             return lex.id             # <<<<<<<<<<<<<<
 *         elif feat_name == ORTH:
 *             return lex.orth
 */
    __pyx_r = __pyx_v_lex->id;
    goto __pyx_L0;

    /* "lexeme.pxd":54
 *             else:
 *                 return 0
 *         elif feat_name == ID:             # <<<<<<<<<<<<<<
 *             return lex.id
 *         elif feat_name == ORTH:
 */
  }

  /* "lexeme.pxd":56
 *         elif feat_name == ID:
 *             return lex.id
 *         elif feat_name == ORTH:             # <<<<<<<<<<<<<<
 *             return lex.orth
 *         elif feat_name == LOWER:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ORTH) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":57
 *             return lex.id
 *         elif feat_name == ORTH:
 *             return lex.orth             # <<<<<<<<<<<<<<
 *         elif feat_name == LOWER:
 *             return lex.lower
 */
    __pyx_r = __pyx_v_lex->orth;
    goto __pyx_L0;

    /* "lexeme.pxd":56
 *         elif feat_name == ID:
 *             return lex.id
 *         elif feat_name == ORTH:             # <<<<<<<<<<<<<<
 *             return lex.orth
 *         elif feat_name == LOWER:
 */
  }

  /* "lexeme.pxd":58
 *         elif feat_name == ORTH:
 *             return lex.orth
 *         elif feat_name == LOWER:             # <<<<<<<<<<<<<<
 *             return lex.lower
 *         elif feat_name == NORM:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LOWER) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":59
 *             return lex.orth
 *         elif feat_name == LOWER:
 *             return lex.lower             # <<<<<<<<<<<<<<
 *         elif feat_name == NORM:
 *             return lex.norm
 */
    __pyx_r = __pyx_v_lex->lower;
    goto __pyx_L0;

    /* "lexeme.pxd":58
 *         elif feat_name == ORTH:
 *             return lex.orth
 *         elif feat_name == LOWER:             # <<<<<<<<<<<<<<
 *             return lex.lower
 *         elif feat_name == NORM:
 */
  }

  /* "lexeme.pxd":60
 *         elif feat_name == LOWER:
 *             return lex.lower
 *         elif feat_name == NORM:             # <<<<<<<<<<<<<<
 *             return lex.norm
 *         elif feat_name == SHAPE:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_NORM) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":61
 *             return lex.lower
 *         elif feat_name == NORM:
 *             return lex.norm             # <<<<<<<<<<<<<<
 *         elif feat_name == SHAPE:
 *             return lex.shape
 */
    __pyx_r = __pyx_v_lex->norm;
    goto __pyx_L0;

    /* "lexeme.pxd":60
 *         elif feat_name == LOWER:
 *             return lex.lower
 *         elif feat_name == NORM:             # <<<<<<<<<<<<<<
 *             return lex.norm
 *         elif feat_name == SHAPE:
 */
  }

  /* "lexeme.pxd":62
 *         elif feat_name == NORM:
 *             return lex.norm
 *         elif feat_name == SHAPE:             # <<<<<<<<<<<<<<
 *             return lex.shape
 *         elif feat_name == PREFIX:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_SHAPE) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":63
 *             return lex.norm
 *         elif feat_name == SHAPE:
 *             return lex.shape             # <<<<<<<<<<<<<<
 *         elif feat_name == PREFIX:
 *             return lex.prefix
 */
    __pyx_r = __pyx_v_lex->shape;
    goto __pyx_L0;

    /* "lexeme.pxd":62
 *         elif feat_name == NORM:
 *             return lex.norm
 *         elif feat_name == SHAPE:             # <<<<<<<<<<<<<<
 *             return lex.shape
 *         elif feat_name == PREFIX:
 */
  }

  /* "lexeme.pxd":64
 *         elif feat_name == SHAPE:
 *             return lex.shape
 *         elif feat_name == PREFIX:             # <<<<<<<<<<<<<<
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_PREFIX) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":65
 *             return lex.shape
 *         elif feat_name == PREFIX:
 *             return lex.prefix             # <<<<<<<<<<<<<<
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
 */
    __pyx_r = __pyx_v_lex->prefix;
    goto __pyx_L0;

    /* "lexeme.pxd":64
 *         elif feat_name == SHAPE:
 *             return lex.shape
 *         elif feat_name == PREFIX:             # <<<<<<<<<<<<<<
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
 */
  }

  /* "lexeme.pxd":66
 *         elif feat_name == PREFIX:
 *             return lex.prefix
 *         elif feat_name == SUFFIX:             # <<<<<<<<<<<<<<
 *             return lex.suffix
 *         elif feat_name == LENGTH:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_SUFFIX) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":67
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
 *             return lex.suffix             # <<<<<<<<<<<<<<
 *         elif feat_name == LENGTH:
 *             return lex.length
 */
    __pyx_r = __pyx_v_lex->suffix;
    goto __pyx_L0;

    /* "lexeme.pxd":66
 *         elif feat_name == PREFIX:
 *             return lex.prefix
 *         elif feat_name == SUFFIX:             # <<<<<<<<<<<<<<
 *             return lex.suffix
 *         elif feat_name == LENGTH:
 */
  }

  /* "lexeme.pxd":68
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
 *         elif feat_name == LENGTH:             # <<<<<<<<<<<<<<
 *             return lex.length
 *         elif feat_name == LANG:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LENGTH) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":69
 *             return lex.suffix
 *         elif feat_name == LENGTH:
 *             return lex.length             # <<<<<<<<<<<<<<
 *         elif feat_name == LANG:
 *             return lex.lang
 */
    __pyx_r = __pyx_v_lex->length;
    goto __pyx_L0;

    /* "lexeme.pxd":68
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
 *         elif feat_name == LENGTH:             # <<<<<<<<<<<<<<
 *             return lex.length
 *         elif feat_name == LANG:
 */
  }

  /* "lexeme.pxd":70
 *         elif feat_name == LENGTH:
 *             return lex.length
 *         elif feat_name == LANG:             # <<<<<<<<<<<<<<
 *             return lex.lang
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_feat_name == __pyx_e_5spacy_5attrs_LANG) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":71
 *             return lex.length
 *         elif feat_name == LANG:
 *             return lex.lang             # <<<<<<<<<<<<<<
 *         else:
 *             return 0
 */
    __pyx_r = __pyx_v_lex->lang;
    goto __pyx_L0;

    /* "lexeme.pxd":70
 *         elif feat_name == LENGTH:
 *             return lex.length
 *         elif feat_name == LANG:             # <<<<<<<<<<<<<<
 *             return lex.lang
 *         else:
 */
  }

  /* "lexeme.pxd":73
 *             return lex.lang
 *         else:
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
  /*else*/ {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "lexeme.pxd":48
 * 
 *     @staticmethod
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) nogil:             # <<<<<<<<<<<<<<
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):
 */

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

/* "lexeme.pxd":76
 * 
 *     @staticmethod
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):
 */

static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(struct __pyx_t_5spacy_7structs_LexemeC const *__pyx_v_lexeme, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id) {
  __pyx_t_5spacy_8typedefs_flags_t __pyx_v_one;
  int __pyx_r;
  int __pyx_t_1;

  /* "lexeme.pxd":77
 *     @staticmethod
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
 *         cdef flags_t one = 1             # <<<<<<<<<<<<<<
 *         if lexeme.flags & (one << flag_id):
 *             return True
 */
  __pyx_v_one = 1;

  /* "lexeme.pxd":78
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):             # <<<<<<<<<<<<<<
 *             return True
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_lexeme->flags & (__pyx_v_one << __pyx_v_flag_id)) != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":79
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):
 *             return True             # <<<<<<<<<<<<<<
 *         else:
 *             return False
 */
    __pyx_r = 1;
    goto __pyx_L0;

    /* "lexeme.pxd":78
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):             # <<<<<<<<<<<<<<
 *             return True
 *         else:
 */
  }

  /* "lexeme.pxd":81
 *             return True
 *         else:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
 */
  /*else*/ {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "lexeme.pxd":76
 * 
 *     @staticmethod
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):
 */

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

/* "lexeme.pxd":84
 * 
 *     @staticmethod
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if value:
 */

static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_6Lexeme_c_set_flag(struct __pyx_t_5spacy_7structs_LexemeC *__pyx_v_lex, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_flag_id, int __pyx_v_value) {
  __pyx_t_5spacy_8typedefs_flags_t __pyx_v_one;
  int __pyx_r;
  int __pyx_t_1;

  /* "lexeme.pxd":85
 *     @staticmethod
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
 *         cdef flags_t one = 1             # <<<<<<<<<<<<<<
 *         if value:
 *             lex.flags |= one << flag_id
 */
  __pyx_v_one = 1;

  /* "lexeme.pxd":86
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
 *         cdef flags_t one = 1
 *         if value:             # <<<<<<<<<<<<<<
 *             lex.flags |= one << flag_id
 *         else:
 */
  __pyx_t_1 = (__pyx_v_value != 0);
  if (__pyx_t_1) {

    /* "lexeme.pxd":87
 *         cdef flags_t one = 1
 *         if value:
 *             lex.flags |= one << flag_id             # <<<<<<<<<<<<<<
 *         else:
 *             lex.flags &= ~(one << flag_id)
 */
    __pyx_v_lex->flags = (__pyx_v_lex->flags | (__pyx_v_one << __pyx_v_flag_id));

    /* "lexeme.pxd":86
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:
 *         cdef flags_t one = 1
 *         if value:             # <<<<<<<<<<<<<<
 *             lex.flags |= one << flag_id
 *         else:
 */
    goto __pyx_L3;
  }

  /* "lexeme.pxd":89
 *             lex.flags |= one << flag_id
 *         else:
 *             lex.flags &= ~(one << flag_id)             # <<<<<<<<<<<<<<
 */
  /*else*/ {
    __pyx_v_lex->flags = (__pyx_v_lex->flags & (~(__pyx_v_one << __pyx_v_flag_id)));
  }
  __pyx_L3:;

  /* "lexeme.pxd":84
 * 
 *     @staticmethod
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) nogil:             # <<<<<<<<<<<<<<
 *         cdef flags_t one = 1
 *         if value:
 */

  /* function exit code */
  __pyx_r = 0;
  return __pyx_r;
}

/* "_state.pxd":19
 * 
 * 
 * cdef inline bint is_space_token(const TokenC* token) nogil:             # <<<<<<<<<<<<<<
 *     return Lexeme.c_check_flag(token.lex, IS_SPACE)
 * 
 */

static CYTHON_INLINE int __pyx_f_5spacy_8pipeline_17_parser_internals_6_state_is_space_token(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_token) {
  int __pyx_r;

  /* "_state.pxd":20
 * 
 * cdef inline bint is_space_token(const TokenC* token) nogil:
 *     return Lexeme.c_check_flag(token.lex, IS_SPACE)             # <<<<<<<<<<<<<<
 * 
 * cdef struct ArcC:
 */
  __pyx_r = __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(__pyx_v_token->lex, __pyx_e_5spacy_5attrs_IS_SPACE);
  goto __pyx_L0;

  /* "_state.pxd":19
 * 
 * 
 * cdef inline bint is_space_token(const TokenC* token) nogil:             # <<<<<<<<<<<<<<
 *     return Lexeme.c_check_flag(token.lex, IS_SPACE)
 * 
 */

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

/* "_state.pxd":43
 *     int _b_i
 * 
 *     __init__(const TokenC* sent, int length) nogil:             # <<<<<<<<<<<<<<
 *         this._sent = sent
 *         this._heads = <int*>calloc(length, sizeof(int))
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::__pyx_f___init__StateC(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_sent, int __pyx_v_length) {
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  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save;
  #endif
  __Pyx_RefNannySetupContext("<init>", 1);

  /* "_state.pxd":44
 * 
 *     __init__(const TokenC* sent, int length) nogil:
 *         this._sent = sent             # <<<<<<<<<<<<<<
 *         this._heads = <int*>calloc(length, sizeof(int))
 *         if not (this._sent and this._heads):
 */
  /*try:*/ {
    this->_sent = __pyx_v_sent;

    /* "_state.pxd":45
 *     __init__(const TokenC* sent, int length) nogil:
 *         this._sent = sent
 *         this._heads = <int*>calloc(length, sizeof(int))             # <<<<<<<<<<<<<<
 *         if not (this._sent and this._heads):
 *             with gil:
 */
    this->_heads = ((int *)calloc(__pyx_v_length, (sizeof(int))));

    /* "_state.pxd":46
 *         this._sent = sent
 *         this._heads = <int*>calloc(length, sizeof(int))
 *         if not (this._sent and this._heads):             # <<<<<<<<<<<<<<
 *             with gil:
 *                 PyErr_SetFromErrno(MemoryError)
 */
    __pyx_t_2 = (this->_sent != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L7_bool_binop_done;
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    __pyx_t_2 = (this->_heads != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L7_bool_binop_done:;
    __pyx_t_2 = ((!__pyx_t_1) != 0);
    if (__pyx_t_2) {

      /* "_state.pxd":47
 *         this._heads = <int*>calloc(length, sizeof(int))
 *         if not (this._sent and this._heads):
 *             with gil:             # <<<<<<<<<<<<<<
 *                 PyErr_SetFromErrno(MemoryError)
 *                 PyErr_CheckSignals()
 */
      {
          #ifdef WITH_THREAD
          PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
          #endif
          /*try:*/ {

            /* "_state.pxd":48
 *         if not (this._sent and this._heads):
 *             with gil:
 *                 PyErr_SetFromErrno(MemoryError)             # <<<<<<<<<<<<<<
 *                 PyErr_CheckSignals()
 *         this.offset = 0
 */
            __pyx_t_3 = PyErr_SetFromErrno(__pyx_builtin_MemoryError); if (unlikely(__pyx_t_3 == ((PyObject *)NULL))) __PYX_ERR(4, 48, __pyx_L10_error)

            /* "_state.pxd":49
 *             with gil:
 *                 PyErr_SetFromErrno(MemoryError)
 *                 PyErr_CheckSignals()             # <<<<<<<<<<<<<<
 *         this.offset = 0
 *         this.length = length
 */
            __pyx_t_4 = PyErr_CheckSignals(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(4, 49, __pyx_L10_error)
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          /* "_state.pxd":47
 *         this._heads = <int*>calloc(length, sizeof(int))
 *         if not (this._sent and this._heads):
 *             with gil:             # <<<<<<<<<<<<<<
 *                 PyErr_SetFromErrno(MemoryError)
 *                 PyErr_CheckSignals()
 */
          /*finally:*/ {
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              #ifdef WITH_THREAD
              __Pyx_PyGILState_Release(__pyx_gilstate_save);
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              goto __pyx_L11;
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            __pyx_L10_error: {
              #ifdef WITH_THREAD
              __Pyx_PyGILState_Release(__pyx_gilstate_save);
              #endif
              goto __pyx_L4_error;
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            __pyx_L11:;
          }
      }

      /* "_state.pxd":46
 *         this._sent = sent
 *         this._heads = <int*>calloc(length, sizeof(int))
 *         if not (this._sent and this._heads):             # <<<<<<<<<<<<<<
 *             with gil:
 *                 PyErr_SetFromErrno(MemoryError)
 */
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    /* "_state.pxd":50
 *                 PyErr_SetFromErrno(MemoryError)
 *                 PyErr_CheckSignals()
 *         this.offset = 0             # <<<<<<<<<<<<<<
 *         this.length = length
 *         this._b_i = 0
 */
    this->offset = 0;

    /* "_state.pxd":51
 *                 PyErr_CheckSignals()
 *         this.offset = 0
 *         this.length = length             # <<<<<<<<<<<<<<
 *         this._b_i = 0
 *         for i in range(length):
 */
    this->length = __pyx_v_length;

    /* "_state.pxd":52
 *         this.offset = 0
 *         this.length = length
 *         this._b_i = 0             # <<<<<<<<<<<<<<
 *         for i in range(length):
 *             this._heads[i] = -1
 */
    this->_b_i = 0;

    /* "_state.pxd":53
 *         this.length = length
 *         this._b_i = 0
 *         for i in range(length):             # <<<<<<<<<<<<<<
 *             this._heads[i] = -1
 *             this._unshiftable.push_back(0)
 */
    __pyx_t_4 = __pyx_v_length;
    __pyx_t_5 = __pyx_t_4;
    for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
      __pyx_v_i = __pyx_t_6;

      /* "_state.pxd":54
 *         this._b_i = 0
 *         for i in range(length):
 *             this._heads[i] = -1             # <<<<<<<<<<<<<<
 *             this._unshiftable.push_back(0)
 *         memset(&this._empty_token, 0, sizeof(TokenC))
 */
      (this->_heads[__pyx_v_i]) = -1;

      /* "_state.pxd":55
 *         for i in range(length):
 *             this._heads[i] = -1
 *             this._unshiftable.push_back(0)             # <<<<<<<<<<<<<<
 *         memset(&this._empty_token, 0, sizeof(TokenC))
 *         this._empty_token.lex = &EMPTY_LEXEME
 */
      try {
        this->_unshiftable.push_back(0);
      } catch(...) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
        #endif
        __Pyx_CppExn2PyErr();
        #ifdef WITH_THREAD
        __Pyx_PyGILState_Release(__pyx_gilstate_save);
        #endif
        __PYX_ERR(4, 55, __pyx_L4_error)
      }
    }

    /* "_state.pxd":56
 *             this._heads[i] = -1
 *             this._unshiftable.push_back(0)
 *         memset(&this._empty_token, 0, sizeof(TokenC))             # <<<<<<<<<<<<<<
 *         this._empty_token.lex = &EMPTY_LEXEME
 * 
 */
    (void)(memset((&this->_empty_token), 0, (sizeof(struct __pyx_t_5spacy_7structs_TokenC))));

    /* "_state.pxd":57
 *             this._unshiftable.push_back(0)
 *         memset(&this._empty_token, 0, sizeof(TokenC))
 *         this._empty_token.lex = &EMPTY_LEXEME             # <<<<<<<<<<<<<<
 * 
 *     __dealloc__():
 */
    this->_empty_token.lex = (&__pyx_v_5spacy_5vocab_EMPTY_LEXEME);
  }

  /* "_state.pxd":44
 * 
 *     __init__(const TokenC* sent, int length) nogil:
 *         this._sent = sent             # <<<<<<<<<<<<<<
 *         this._heads = <int*>calloc(length, sizeof(int))
 *         if not (this._sent and this._heads):
 */
  /*finally:*/ {
    /*normal exit:*/{
      #ifdef WITH_THREAD
      __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
      #endif
      goto __pyx_L5;
    }
    __pyx_L4_error: {
      #ifdef WITH_THREAD
      __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
      #endif
      goto __pyx_L1_error;
    }
    __pyx_L5:;
  }

  /* "_state.pxd":43
 *     int _b_i
 * 
 *     __init__(const TokenC* sent, int length) nogil:             # <<<<<<<<<<<<<<
 *         this._sent = sent
 *         this._heads = <int*>calloc(length, sizeof(int))
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.<init>", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
  #ifdef WITH_THREAD
  __Pyx_PyGILState_Release(__pyx_gilstate_save);
  #endif
}

/* "_state.pxd":59
 *         this._empty_token.lex = &EMPTY_LEXEME
 * 
 *     __dealloc__():             # <<<<<<<<<<<<<<
 *         free(this._heads)
 * 
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::__pyx_f___dealloc__StateC(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("<del>", 0);

  /* "_state.pxd":60
 * 
 *     __dealloc__():
 *         free(this._heads)             # <<<<<<<<<<<<<<
 * 
 *     void set_context_tokens(int* ids, int n) nogil:
 */
  free(this->_heads);

  /* "_state.pxd":59
 *         this._empty_token.lex = &EMPTY_LEXEME
 * 
 *     __dealloc__():             # <<<<<<<<<<<<<<
 *         free(this._heads)
 * 
 */

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

/* "_state.pxd":62
 *         free(this._heads)
 * 
 *     void set_context_tokens(int* ids, int n) nogil:             # <<<<<<<<<<<<<<
 *         cdef int i, j
 *         if n == 1:
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::set_context_tokens(int *__pyx_v_ids, int __pyx_v_n) {
  int __pyx_v_i;
  int __pyx_v_j;
  struct __pyx_t_5spacy_7structs_SpanC __pyx_v_ent;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;

  /* "_state.pxd":64
 *     void set_context_tokens(int* ids, int n) nogil:
 *         cdef int i, j
 *         if n == 1:             # <<<<<<<<<<<<<<
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)
 */
  switch (__pyx_v_n) {
    case 1:

    /* "_state.pxd":65
 *         cdef int i, j
 *         if n == 1:
 *             if this.B(0) >= 0:             # <<<<<<<<<<<<<<
 *                 ids[0] = this.B(0)
 *             else:
 */
    __pyx_t_1 = ((this->B(0) >= 0) != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":66
 *         if n == 1:
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)             # <<<<<<<<<<<<<<
 *             else:
 *                 ids[0] = -1
 */
      (__pyx_v_ids[0]) = this->B(0);

      /* "_state.pxd":65
 *         cdef int i, j
 *         if n == 1:
 *             if this.B(0) >= 0:             # <<<<<<<<<<<<<<
 *                 ids[0] = this.B(0)
 *             else:
 */
      goto __pyx_L3;
    }

    /* "_state.pxd":68
 *                 ids[0] = this.B(0)
 *             else:
 *                 ids[0] = -1             # <<<<<<<<<<<<<<
 *         elif n == 2:
 *             ids[0] = this.B(0)
 */
    /*else*/ {
      (__pyx_v_ids[0]) = -1;
    }
    __pyx_L3:;

    /* "_state.pxd":64
 *     void set_context_tokens(int* ids, int n) nogil:
 *         cdef int i, j
 *         if n == 1:             # <<<<<<<<<<<<<<
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)
 */
    break;
    case 2:

    /* "_state.pxd":70
 *                 ids[0] = -1
 *         elif n == 2:
 *             ids[0] = this.B(0)             # <<<<<<<<<<<<<<
 *             ids[1] = this.S(0)
 *         elif n == 3:
 */
    (__pyx_v_ids[0]) = this->B(0);

    /* "_state.pxd":71
 *         elif n == 2:
 *             ids[0] = this.B(0)
 *             ids[1] = this.S(0)             # <<<<<<<<<<<<<<
 *         elif n == 3:
 *             if this.B(0) >= 0:
 */
    (__pyx_v_ids[1]) = this->S(0);

    /* "_state.pxd":69
 *             else:
 *                 ids[0] = -1
 *         elif n == 2:             # <<<<<<<<<<<<<<
 *             ids[0] = this.B(0)
 *             ids[1] = this.S(0)
 */
    break;
    case 3:

    /* "_state.pxd":73
 *             ids[1] = this.S(0)
 *         elif n == 3:
 *             if this.B(0) >= 0:             # <<<<<<<<<<<<<<
 *                 ids[0] = this.B(0)
 *             else:
 */
    __pyx_t_1 = ((this->B(0) >= 0) != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":74
 *         elif n == 3:
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)             # <<<<<<<<<<<<<<
 *             else:
 *                 ids[0] = -1
 */
      (__pyx_v_ids[0]) = this->B(0);

      /* "_state.pxd":73
 *             ids[1] = this.S(0)
 *         elif n == 3:
 *             if this.B(0) >= 0:             # <<<<<<<<<<<<<<
 *                 ids[0] = this.B(0)
 *             else:
 */
      goto __pyx_L4;
    }

    /* "_state.pxd":76
 *                 ids[0] = this.B(0)
 *             else:
 *                 ids[0] = -1             # <<<<<<<<<<<<<<
 *             # First word of entity, if any
 *             if this.entity_is_open():
 */
    /*else*/ {
      (__pyx_v_ids[0]) = -1;
    }
    __pyx_L4:;

    /* "_state.pxd":78
 *                 ids[0] = -1
 *             # First word of entity, if any
 *             if this.entity_is_open():             # <<<<<<<<<<<<<<
 *                 ids[1] = this.E(0)
 *             else:
 */
    __pyx_t_1 = (this->entity_is_open() != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":79
 *             # First word of entity, if any
 *             if this.entity_is_open():
 *                 ids[1] = this.E(0)             # <<<<<<<<<<<<<<
 *             else:
 *                 ids[1] = -1
 */
      (__pyx_v_ids[1]) = this->E(0);

      /* "_state.pxd":78
 *                 ids[0] = -1
 *             # First word of entity, if any
 *             if this.entity_is_open():             # <<<<<<<<<<<<<<
 *                 ids[1] = this.E(0)
 *             else:
 */
      goto __pyx_L5;
    }

    /* "_state.pxd":81
 *                 ids[1] = this.E(0)
 *             else:
 *                 ids[1] = -1             # <<<<<<<<<<<<<<
 *             # Last word of entity, if within entity
 *             if ids[0] == -1 or ids[1] == -1:
 */
    /*else*/ {
      (__pyx_v_ids[1]) = -1;
    }
    __pyx_L5:;

    /* "_state.pxd":83
 *                 ids[1] = -1
 *             # Last word of entity, if within entity
 *             if ids[0] == -1 or ids[1] == -1:             # <<<<<<<<<<<<<<
 *                 ids[2] = -1
 *             else:
 */
    __pyx_t_2 = (((__pyx_v_ids[0]) == -1L) != 0);
    if (!__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L7_bool_binop_done;
    }
    __pyx_t_2 = (((__pyx_v_ids[1]) == -1L) != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L7_bool_binop_done:;
    if (__pyx_t_1) {

      /* "_state.pxd":84
 *             # Last word of entity, if within entity
 *             if ids[0] == -1 or ids[1] == -1:
 *                 ids[2] = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 ids[2] = ids[0] - 1
 */
      (__pyx_v_ids[2]) = -1;

      /* "_state.pxd":83
 *                 ids[1] = -1
 *             # Last word of entity, if within entity
 *             if ids[0] == -1 or ids[1] == -1:             # <<<<<<<<<<<<<<
 *                 ids[2] = -1
 *             else:
 */
      goto __pyx_L6;
    }

    /* "_state.pxd":86
 *                 ids[2] = -1
 *             else:
 *                 ids[2] = ids[0] - 1             # <<<<<<<<<<<<<<
 *         elif n == 8:
 *             ids[0] = this.B(0)
 */
    /*else*/ {
      (__pyx_v_ids[2]) = ((__pyx_v_ids[0]) - 1);
    }
    __pyx_L6:;

    /* "_state.pxd":72
 *             ids[0] = this.B(0)
 *             ids[1] = this.S(0)
 *         elif n == 3:             # <<<<<<<<<<<<<<
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)
 */
    break;
    case 8:

    /* "_state.pxd":88
 *                 ids[2] = ids[0] - 1
 *         elif n == 8:
 *             ids[0] = this.B(0)             # <<<<<<<<<<<<<<
 *             ids[1] = this.B(1)
 *             ids[2] = this.S(0)
 */
    (__pyx_v_ids[0]) = this->B(0);

    /* "_state.pxd":89
 *         elif n == 8:
 *             ids[0] = this.B(0)
 *             ids[1] = this.B(1)             # <<<<<<<<<<<<<<
 *             ids[2] = this.S(0)
 *             ids[3] = this.S(1)
 */
    (__pyx_v_ids[1]) = this->B(1);

    /* "_state.pxd":90
 *             ids[0] = this.B(0)
 *             ids[1] = this.B(1)
 *             ids[2] = this.S(0)             # <<<<<<<<<<<<<<
 *             ids[3] = this.S(1)
 *             ids[4] = this.S(2)
 */
    (__pyx_v_ids[2]) = this->S(0);

    /* "_state.pxd":91
 *             ids[1] = this.B(1)
 *             ids[2] = this.S(0)
 *             ids[3] = this.S(1)             # <<<<<<<<<<<<<<
 *             ids[4] = this.S(2)
 *             ids[5] = this.L(this.B(0), 1)
 */
    (__pyx_v_ids[3]) = this->S(1);

    /* "_state.pxd":92
 *             ids[2] = this.S(0)
 *             ids[3] = this.S(1)
 *             ids[4] = this.S(2)             # <<<<<<<<<<<<<<
 *             ids[5] = this.L(this.B(0), 1)
 *             ids[6] = this.L(this.S(0), 1)
 */
    (__pyx_v_ids[4]) = this->S(2);

    /* "_state.pxd":93
 *             ids[3] = this.S(1)
 *             ids[4] = this.S(2)
 *             ids[5] = this.L(this.B(0), 1)             # <<<<<<<<<<<<<<
 *             ids[6] = this.L(this.S(0), 1)
 *             ids[7] = this.R(this.S(0), 1)
 */
    (__pyx_v_ids[5]) = this->L(this->B(0), 1);

    /* "_state.pxd":94
 *             ids[4] = this.S(2)
 *             ids[5] = this.L(this.B(0), 1)
 *             ids[6] = this.L(this.S(0), 1)             # <<<<<<<<<<<<<<
 *             ids[7] = this.R(this.S(0), 1)
 *         elif n == 13:
 */
    (__pyx_v_ids[6]) = this->L(this->S(0), 1);

    /* "_state.pxd":95
 *             ids[5] = this.L(this.B(0), 1)
 *             ids[6] = this.L(this.S(0), 1)
 *             ids[7] = this.R(this.S(0), 1)             # <<<<<<<<<<<<<<
 *         elif n == 13:
 *             ids[0] = this.B(0)
 */
    (__pyx_v_ids[7]) = this->R(this->S(0), 1);

    /* "_state.pxd":87
 *             else:
 *                 ids[2] = ids[0] - 1
 *         elif n == 8:             # <<<<<<<<<<<<<<
 *             ids[0] = this.B(0)
 *             ids[1] = this.B(1)
 */
    break;
    case 13:

    /* "_state.pxd":97
 *             ids[7] = this.R(this.S(0), 1)
 *         elif n == 13:
 *             ids[0] = this.B(0)             # <<<<<<<<<<<<<<
 *             ids[1] = this.B(1)
 *             ids[2] = this.S(0)
 */
    (__pyx_v_ids[0]) = this->B(0);

    /* "_state.pxd":98
 *         elif n == 13:
 *             ids[0] = this.B(0)
 *             ids[1] = this.B(1)             # <<<<<<<<<<<<<<
 *             ids[2] = this.S(0)
 *             ids[3] = this.S(1)
 */
    (__pyx_v_ids[1]) = this->B(1);

    /* "_state.pxd":99
 *             ids[0] = this.B(0)
 *             ids[1] = this.B(1)
 *             ids[2] = this.S(0)             # <<<<<<<<<<<<<<
 *             ids[3] = this.S(1)
 *             ids[4] = this.S(2)
 */
    (__pyx_v_ids[2]) = this->S(0);

    /* "_state.pxd":100
 *             ids[1] = this.B(1)
 *             ids[2] = this.S(0)
 *             ids[3] = this.S(1)             # <<<<<<<<<<<<<<
 *             ids[4] = this.S(2)
 *             ids[5] = this.L(this.S(0), 1)
 */
    (__pyx_v_ids[3]) = this->S(1);

    /* "_state.pxd":101
 *             ids[2] = this.S(0)
 *             ids[3] = this.S(1)
 *             ids[4] = this.S(2)             # <<<<<<<<<<<<<<
 *             ids[5] = this.L(this.S(0), 1)
 *             ids[6] = this.L(this.S(0), 2)
 */
    (__pyx_v_ids[4]) = this->S(2);

    /* "_state.pxd":102
 *             ids[3] = this.S(1)
 *             ids[4] = this.S(2)
 *             ids[5] = this.L(this.S(0), 1)             # <<<<<<<<<<<<<<
 *             ids[6] = this.L(this.S(0), 2)
 *             ids[6] = this.R(this.S(0), 1)
 */
    (__pyx_v_ids[5]) = this->L(this->S(0), 1);

    /* "_state.pxd":103
 *             ids[4] = this.S(2)
 *             ids[5] = this.L(this.S(0), 1)
 *             ids[6] = this.L(this.S(0), 2)             # <<<<<<<<<<<<<<
 *             ids[6] = this.R(this.S(0), 1)
 *             ids[7] = this.L(this.B(0), 1)
 */
    (__pyx_v_ids[6]) = this->L(this->S(0), 2);

    /* "_state.pxd":104
 *             ids[5] = this.L(this.S(0), 1)
 *             ids[6] = this.L(this.S(0), 2)
 *             ids[6] = this.R(this.S(0), 1)             # <<<<<<<<<<<<<<
 *             ids[7] = this.L(this.B(0), 1)
 *             ids[8] = this.R(this.S(0), 2)
 */
    (__pyx_v_ids[6]) = this->R(this->S(0), 1);

    /* "_state.pxd":105
 *             ids[6] = this.L(this.S(0), 2)
 *             ids[6] = this.R(this.S(0), 1)
 *             ids[7] = this.L(this.B(0), 1)             # <<<<<<<<<<<<<<
 *             ids[8] = this.R(this.S(0), 2)
 *             ids[9] = this.L(this.S(1), 1)
 */
    (__pyx_v_ids[7]) = this->L(this->B(0), 1);

    /* "_state.pxd":106
 *             ids[6] = this.R(this.S(0), 1)
 *             ids[7] = this.L(this.B(0), 1)
 *             ids[8] = this.R(this.S(0), 2)             # <<<<<<<<<<<<<<
 *             ids[9] = this.L(this.S(1), 1)
 *             ids[10] = this.L(this.S(1), 2)
 */
    (__pyx_v_ids[8]) = this->R(this->S(0), 2);

    /* "_state.pxd":107
 *             ids[7] = this.L(this.B(0), 1)
 *             ids[8] = this.R(this.S(0), 2)
 *             ids[9] = this.L(this.S(1), 1)             # <<<<<<<<<<<<<<
 *             ids[10] = this.L(this.S(1), 2)
 *             ids[11] = this.R(this.S(1), 1)
 */
    (__pyx_v_ids[9]) = this->L(this->S(1), 1);

    /* "_state.pxd":108
 *             ids[8] = this.R(this.S(0), 2)
 *             ids[9] = this.L(this.S(1), 1)
 *             ids[10] = this.L(this.S(1), 2)             # <<<<<<<<<<<<<<
 *             ids[11] = this.R(this.S(1), 1)
 *             ids[12] = this.R(this.S(1), 2)
 */
    (__pyx_v_ids[10]) = this->L(this->S(1), 2);

    /* "_state.pxd":109
 *             ids[9] = this.L(this.S(1), 1)
 *             ids[10] = this.L(this.S(1), 2)
 *             ids[11] = this.R(this.S(1), 1)             # <<<<<<<<<<<<<<
 *             ids[12] = this.R(this.S(1), 2)
 *         elif n == 6:
 */
    (__pyx_v_ids[11]) = this->R(this->S(1), 1);

    /* "_state.pxd":110
 *             ids[10] = this.L(this.S(1), 2)
 *             ids[11] = this.R(this.S(1), 1)
 *             ids[12] = this.R(this.S(1), 2)             # <<<<<<<<<<<<<<
 *         elif n == 6:
 *             for i in range(6):
 */
    (__pyx_v_ids[12]) = this->R(this->S(1), 2);

    /* "_state.pxd":96
 *             ids[6] = this.L(this.S(0), 1)
 *             ids[7] = this.R(this.S(0), 1)
 *         elif n == 13:             # <<<<<<<<<<<<<<
 *             ids[0] = this.B(0)
 *             ids[1] = this.B(1)
 */
    break;
    case 6:

    /* "_state.pxd":112
 *             ids[12] = this.R(this.S(1), 2)
 *         elif n == 6:
 *             for i in range(6):             # <<<<<<<<<<<<<<
 *                 ids[i] = -1
 *             if this.B(0) >= 0:
 */
    for (__pyx_t_3 = 0; __pyx_t_3 < 6; __pyx_t_3+=1) {
      __pyx_v_i = __pyx_t_3;

      /* "_state.pxd":113
 *         elif n == 6:
 *             for i in range(6):
 *                 ids[i] = -1             # <<<<<<<<<<<<<<
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)
 */
      (__pyx_v_ids[__pyx_v_i]) = -1;
    }

    /* "_state.pxd":114
 *             for i in range(6):
 *                 ids[i] = -1
 *             if this.B(0) >= 0:             # <<<<<<<<<<<<<<
 *                 ids[0] = this.B(0)
 *             if this.entity_is_open():
 */
    __pyx_t_1 = ((this->B(0) >= 0) != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":115
 *                 ids[i] = -1
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)             # <<<<<<<<<<<<<<
 *             if this.entity_is_open():
 *                 ent = this.get_ent()
 */
      (__pyx_v_ids[0]) = this->B(0);

      /* "_state.pxd":114
 *             for i in range(6):
 *                 ids[i] = -1
 *             if this.B(0) >= 0:             # <<<<<<<<<<<<<<
 *                 ids[0] = this.B(0)
 *             if this.entity_is_open():
 */
    }

    /* "_state.pxd":116
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)
 *             if this.entity_is_open():             # <<<<<<<<<<<<<<
 *                 ent = this.get_ent()
 *                 j = 1
 */
    __pyx_t_1 = (this->entity_is_open() != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":117
 *                 ids[0] = this.B(0)
 *             if this.entity_is_open():
 *                 ent = this.get_ent()             # <<<<<<<<<<<<<<
 *                 j = 1
 *                 for i in range(ent.start, this.B(0)):
 */
      __pyx_v_ent = this->get_ent();

      /* "_state.pxd":118
 *             if this.entity_is_open():
 *                 ent = this.get_ent()
 *                 j = 1             # <<<<<<<<<<<<<<
 *                 for i in range(ent.start, this.B(0)):
 *                     ids[j] = i
 */
      __pyx_v_j = 1;

      /* "_state.pxd":119
 *                 ent = this.get_ent()
 *                 j = 1
 *                 for i in range(ent.start, this.B(0)):             # <<<<<<<<<<<<<<
 *                     ids[j] = i
 *                     j += 1
 */
      __pyx_t_3 = this->B(0);
      __pyx_t_4 = __pyx_t_3;
      for (__pyx_t_5 = __pyx_v_ent.start; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
        __pyx_v_i = __pyx_t_5;

        /* "_state.pxd":120
 *                 j = 1
 *                 for i in range(ent.start, this.B(0)):
 *                     ids[j] = i             # <<<<<<<<<<<<<<
 *                     j += 1
 *                     if j >= 6:
 */
        (__pyx_v_ids[__pyx_v_j]) = __pyx_v_i;

        /* "_state.pxd":121
 *                 for i in range(ent.start, this.B(0)):
 *                     ids[j] = i
 *                     j += 1             # <<<<<<<<<<<<<<
 *                     if j >= 6:
 *                         break
 */
        __pyx_v_j = (__pyx_v_j + 1);

        /* "_state.pxd":122
 *                     ids[j] = i
 *                     j += 1
 *                     if j >= 6:             # <<<<<<<<<<<<<<
 *                         break
 *         else:
 */
        __pyx_t_1 = ((__pyx_v_j >= 6) != 0);
        if (__pyx_t_1) {

          /* "_state.pxd":123
 *                     j += 1
 *                     if j >= 6:
 *                         break             # <<<<<<<<<<<<<<
 *         else:
 *             # TODO error =/
 */
          goto __pyx_L14_break;

          /* "_state.pxd":122
 *                     ids[j] = i
 *                     j += 1
 *                     if j >= 6:             # <<<<<<<<<<<<<<
 *                         break
 *         else:
 */
        }
      }
      __pyx_L14_break:;

      /* "_state.pxd":116
 *             if this.B(0) >= 0:
 *                 ids[0] = this.B(0)
 *             if this.entity_is_open():             # <<<<<<<<<<<<<<
 *                 ent = this.get_ent()
 *                 j = 1
 */
    }

    /* "_state.pxd":111
 *             ids[11] = this.R(this.S(1), 1)
 *             ids[12] = this.R(this.S(1), 2)
 *         elif n == 6:             # <<<<<<<<<<<<<<
 *             for i in range(6):
 *                 ids[i] = -1
 */
    break;
    default:
    break;
  }

  /* "_state.pxd":127
 *             # TODO error =/
 *             pass
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if ids[i] >= 0:
 *                 ids[i] += this.offset
 */
  __pyx_t_3 = __pyx_v_n;
  __pyx_t_4 = __pyx_t_3;
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
    __pyx_v_i = __pyx_t_5;

    /* "_state.pxd":128
 *             pass
 *         for i in range(n):
 *             if ids[i] >= 0:             # <<<<<<<<<<<<<<
 *                 ids[i] += this.offset
 *             else:
 */
    __pyx_t_1 = (((__pyx_v_ids[__pyx_v_i]) >= 0) != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":129
 *         for i in range(n):
 *             if ids[i] >= 0:
 *                 ids[i] += this.offset             # <<<<<<<<<<<<<<
 *             else:
 *                 ids[i] = -1
 */
      __pyx_t_6 = __pyx_v_i;
      (__pyx_v_ids[__pyx_t_6]) = ((__pyx_v_ids[__pyx_t_6]) + this->offset);

      /* "_state.pxd":128
 *             pass
 *         for i in range(n):
 *             if ids[i] >= 0:             # <<<<<<<<<<<<<<
 *                 ids[i] += this.offset
 *             else:
 */
      goto __pyx_L18;
    }

    /* "_state.pxd":131
 *                 ids[i] += this.offset
 *             else:
 *                 ids[i] = -1             # <<<<<<<<<<<<<<
 * 
 *     int S(int i) nogil const:
 */
    /*else*/ {
      (__pyx_v_ids[__pyx_v_i]) = -1;
    }
    __pyx_L18:;
  }

  /* "_state.pxd":62
 *         free(this._heads)
 * 
 *     void set_context_tokens(int* ids, int n) nogil:             # <<<<<<<<<<<<<<
 *         cdef int i, j
 *         if n == 1:
 */

  /* function exit code */
}

/* "_state.pxd":133
 *                 ids[i] = -1
 * 
 *     int S(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if i >= this._stack.size():
 *             return -1
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::S(int __pyx_v_i) const {
  int __pyx_r;
  int __pyx_t_1;
  __Pyx_FakeReference<int> __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":134
 * 
 *     int S(int i) nogil const:
 *         if i >= this._stack.size():             # <<<<<<<<<<<<<<
 *             return -1
 *         elif i < 0:
 */
  __pyx_t_1 = ((__pyx_v_i >= this->_stack.size()) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":135
 *     int S(int i) nogil const:
 *         if i >= this._stack.size():
 *             return -1             # <<<<<<<<<<<<<<
 *         elif i < 0:
 *             return -1
 */
    __pyx_r = -1;
    goto __pyx_L0;

    /* "_state.pxd":134
 * 
 *     int S(int i) nogil const:
 *         if i >= this._stack.size():             # <<<<<<<<<<<<<<
 *             return -1
 *         elif i < 0:
 */
  }

  /* "_state.pxd":136
 *         if i >= this._stack.size():
 *             return -1
 *         elif i < 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         return this._stack.at(this._stack.size() - (i+1))
 */
  __pyx_t_1 = ((__pyx_v_i < 0) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":137
 *             return -1
 *         elif i < 0:
 *             return -1             # <<<<<<<<<<<<<<
 *         return this._stack.at(this._stack.size() - (i+1))
 * 
 */
    __pyx_r = -1;
    goto __pyx_L0;

    /* "_state.pxd":136
 *         if i >= this._stack.size():
 *             return -1
 *         elif i < 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         return this._stack.at(this._stack.size() - (i+1))
 */
  }

  /* "_state.pxd":138
 *         elif i < 0:
 *             return -1
 *         return this._stack.at(this._stack.size() - (i+1))             # <<<<<<<<<<<<<<
 * 
 *     int B(int i) nogil const:
 */
  try {
    __pyx_t_2 = this->_stack.at((this->_stack.size() - (__pyx_v_i + 1)));
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
    #endif
    __PYX_ERR(4, 138, __pyx_L1_error)
  }
  __pyx_r = __pyx_t_2;
  goto __pyx_L0;

  /* "_state.pxd":133
 *                 ids[i] = -1
 * 
 *     int S(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if i >= this._stack.size():
 *             return -1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.S", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  return __pyx_r;
}

/* "_state.pxd":140
 *         return this._stack.at(this._stack.size() - (i+1))
 * 
 *     int B(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if i < 0:
 *             return -1
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::B(int __pyx_v_i) const {
  std::vector<int> ::size_type __pyx_v_b_i;
  int __pyx_r;
  int __pyx_t_1;
  __Pyx_FakeReference<int> __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":141
 * 
 *     int B(int i) nogil const:
 *         if i < 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         elif i < this._rebuffer.size():
 */
  __pyx_t_1 = ((__pyx_v_i < 0) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":142
 *     int B(int i) nogil const:
 *         if i < 0:
 *             return -1             # <<<<<<<<<<<<<<
 *         elif i < this._rebuffer.size():
 *             return this._rebuffer.at(this._rebuffer.size() - (i+1))
 */
    __pyx_r = -1;
    goto __pyx_L0;

    /* "_state.pxd":141
 * 
 *     int B(int i) nogil const:
 *         if i < 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         elif i < this._rebuffer.size():
 */
  }

  /* "_state.pxd":143
 *         if i < 0:
 *             return -1
 *         elif i < this._rebuffer.size():             # <<<<<<<<<<<<<<
 *             return this._rebuffer.at(this._rebuffer.size() - (i+1))
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_i < this->_rebuffer.size()) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":144
 *             return -1
 *         elif i < this._rebuffer.size():
 *             return this._rebuffer.at(this._rebuffer.size() - (i+1))             # <<<<<<<<<<<<<<
 *         else:
 *             b_i = this._b_i + (i - this._rebuffer.size())
 */
    try {
      __pyx_t_2 = this->_rebuffer.at((this->_rebuffer.size() - (__pyx_v_i + 1)));
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      __Pyx_PyGILState_Release(__pyx_gilstate_save);
      #endif
      __PYX_ERR(4, 144, __pyx_L1_error)
    }
    __pyx_r = __pyx_t_2;
    goto __pyx_L0;

    /* "_state.pxd":143
 *         if i < 0:
 *             return -1
 *         elif i < this._rebuffer.size():             # <<<<<<<<<<<<<<
 *             return this._rebuffer.at(this._rebuffer.size() - (i+1))
 *         else:
 */
  }

  /* "_state.pxd":146
 *             return this._rebuffer.at(this._rebuffer.size() - (i+1))
 *         else:
 *             b_i = this._b_i + (i - this._rebuffer.size())             # <<<<<<<<<<<<<<
 *             if b_i >= this.length:
 *                 return -1
 */
  /*else*/ {
    __pyx_v_b_i = (this->_b_i + (__pyx_v_i - this->_rebuffer.size()));

    /* "_state.pxd":147
 *         else:
 *             b_i = this._b_i + (i - this._rebuffer.size())
 *             if b_i >= this.length:             # <<<<<<<<<<<<<<
 *                 return -1
 *             else:
 */
    __pyx_t_1 = ((__pyx_v_b_i >= this->length) != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":148
 *             b_i = this._b_i + (i - this._rebuffer.size())
 *             if b_i >= this.length:
 *                 return -1             # <<<<<<<<<<<<<<
 *             else:
 *                 return b_i
 */
      __pyx_r = -1;
      goto __pyx_L0;

      /* "_state.pxd":147
 *         else:
 *             b_i = this._b_i + (i - this._rebuffer.size())
 *             if b_i >= this.length:             # <<<<<<<<<<<<<<
 *                 return -1
 *             else:
 */
    }

    /* "_state.pxd":150
 *                 return -1
 *             else:
 *                 return b_i             # <<<<<<<<<<<<<<
 * 
 *     const TokenC* B_(int i) nogil const:
 */
    /*else*/ {
      __pyx_r = __pyx_v_b_i;
      goto __pyx_L0;
    }
  }

  /* "_state.pxd":140
 *         return this._stack.at(this._stack.size() - (i+1))
 * 
 *     int B(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if i < 0:
 *             return -1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.B", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  return __pyx_r;
}

/* "_state.pxd":152
 *                 return b_i
 * 
 *     const TokenC* B_(int i) nogil const:             # <<<<<<<<<<<<<<
 *         return this.safe_get(this.B(i))
 * 
 */

struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::B_(int __pyx_v_i) const {
  struct __pyx_t_5spacy_7structs_TokenC const *__pyx_r;

  /* "_state.pxd":153
 * 
 *     const TokenC* B_(int i) nogil const:
 *         return this.safe_get(this.B(i))             # <<<<<<<<<<<<<<
 * 
 *     const TokenC* E_(int i) nogil const:
 */
  __pyx_r = this->safe_get(this->B(__pyx_v_i));
  goto __pyx_L0;

  /* "_state.pxd":152
 *                 return b_i
 * 
 *     const TokenC* B_(int i) nogil const:             # <<<<<<<<<<<<<<
 *         return this.safe_get(this.B(i))
 * 
 */

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

/* "_state.pxd":155
 *         return this.safe_get(this.B(i))
 * 
 *     const TokenC* E_(int i) nogil const:             # <<<<<<<<<<<<<<
 *         return this.safe_get(this.E(i))
 * 
 */

struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::E_(int __pyx_v_i) const {
  struct __pyx_t_5spacy_7structs_TokenC const *__pyx_r;

  /* "_state.pxd":156
 * 
 *     const TokenC* E_(int i) nogil const:
 *         return this.safe_get(this.E(i))             # <<<<<<<<<<<<<<
 * 
 *     const TokenC* safe_get(int i) nogil const:
 */
  __pyx_r = this->safe_get(this->E(__pyx_v_i));
  goto __pyx_L0;

  /* "_state.pxd":155
 *         return this.safe_get(this.B(i))
 * 
 *     const TokenC* E_(int i) nogil const:             # <<<<<<<<<<<<<<
 *         return this.safe_get(this.E(i))
 * 
 */

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

/* "_state.pxd":158
 *         return this.safe_get(this.E(i))
 * 
 *     const TokenC* safe_get(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if i < 0 or i >= this.length:
 *             return &this._empty_token
 */

struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::safe_get(int __pyx_v_i) const {
  struct __pyx_t_5spacy_7structs_TokenC const *__pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "_state.pxd":159
 * 
 *     const TokenC* safe_get(int i) nogil const:
 *         if i < 0 or i >= this.length:             # <<<<<<<<<<<<<<
 *             return &this._empty_token
 *         else:
 */
  __pyx_t_2 = ((__pyx_v_i < 0) != 0);
  if (!__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_2 = ((__pyx_v_i >= this->length) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "_state.pxd":160
 *     const TokenC* safe_get(int i) nogil const:
 *         if i < 0 or i >= this.length:
 *             return &this._empty_token             # <<<<<<<<<<<<<<
 *         else:
 *             return &this._sent[i]
 */
    __pyx_r = (&this->_empty_token);
    goto __pyx_L0;

    /* "_state.pxd":159
 * 
 *     const TokenC* safe_get(int i) nogil const:
 *         if i < 0 or i >= this.length:             # <<<<<<<<<<<<<<
 *             return &this._empty_token
 *         else:
 */
  }

  /* "_state.pxd":162
 *             return &this._empty_token
 *         else:
 *             return &this._sent[i]             # <<<<<<<<<<<<<<
 * 
 *     void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const:
 */
  /*else*/ {
    __pyx_r = (&(this->_sent[__pyx_v_i]));
    goto __pyx_L0;
  }

  /* "_state.pxd":158
 *         return this.safe_get(this.E(i))
 * 
 *     const TokenC* safe_get(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if i < 0 or i >= this.length:
 *             return &this._empty_token
 */

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

/* "_state.pxd":164
 *             return &this._sent[i]
 * 
 *     void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const:             # <<<<<<<<<<<<<<
 *         cdef const vector[ArcC]* arcs
 *         head_arcs_it = heads_arcs.const_begin()
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::map_get_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  const &__pyx_v_heads_arcs, std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  *__pyx_v_out) const {
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  const *__pyx_v_arcs;
  std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::const_iterator __pyx_v_head_arcs_it;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::const_iterator __pyx_v_arcs_it;
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":166
 *     void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const:
 *         cdef const vector[ArcC]* arcs
 *         head_arcs_it = heads_arcs.const_begin()             # <<<<<<<<<<<<<<
 *         while head_arcs_it != heads_arcs.const_end():
 *             arcs = &deref(head_arcs_it).second
 */
  __pyx_v_head_arcs_it = __pyx_v_heads_arcs.begin();

  /* "_state.pxd":167
 *         cdef const vector[ArcC]* arcs
 *         head_arcs_it = heads_arcs.const_begin()
 *         while head_arcs_it != heads_arcs.const_end():             # <<<<<<<<<<<<<<
 *             arcs = &deref(head_arcs_it).second
 *             arcs_it = arcs.const_begin()
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_head_arcs_it != __pyx_v_heads_arcs.end()) != 0);
    if (!__pyx_t_1) break;

    /* "_state.pxd":168
 *         head_arcs_it = heads_arcs.const_begin()
 *         while head_arcs_it != heads_arcs.const_end():
 *             arcs = &deref(head_arcs_it).second             # <<<<<<<<<<<<<<
 *             arcs_it = arcs.const_begin()
 *             while arcs_it != arcs.const_end():
 */
    __pyx_v_arcs = (&(*__pyx_v_head_arcs_it).second);

    /* "_state.pxd":169
 *         while head_arcs_it != heads_arcs.const_end():
 *             arcs = &deref(head_arcs_it).second
 *             arcs_it = arcs.const_begin()             # <<<<<<<<<<<<<<
 *             while arcs_it != arcs.const_end():
 *                 arc = deref(arcs_it)
 */
    __pyx_v_arcs_it = __pyx_v_arcs->begin();

    /* "_state.pxd":170
 *             arcs = &deref(head_arcs_it).second
 *             arcs_it = arcs.const_begin()
 *             while arcs_it != arcs.const_end():             # <<<<<<<<<<<<<<
 *                 arc = deref(arcs_it)
 *                 if arc.head != -1 and arc.child != -1:
 */
    while (1) {
      __pyx_t_1 = ((__pyx_v_arcs_it != __pyx_v_arcs->end()) != 0);
      if (!__pyx_t_1) break;

      /* "_state.pxd":171
 *             arcs_it = arcs.const_begin()
 *             while arcs_it != arcs.const_end():
 *                 arc = deref(arcs_it)             # <<<<<<<<<<<<<<
 *                 if arc.head != -1 and arc.child != -1:
 *                     out.push_back(arc)
 */
      __pyx_v_arc = (*__pyx_v_arcs_it);

      /* "_state.pxd":172
 *             while arcs_it != arcs.const_end():
 *                 arc = deref(arcs_it)
 *                 if arc.head != -1 and arc.child != -1:             # <<<<<<<<<<<<<<
 *                     out.push_back(arc)
 *                 incr(arcs_it)
 */
      __pyx_t_2 = ((__pyx_v_arc.head != -1L) != 0);
      if (__pyx_t_2) {
      } else {
        __pyx_t_1 = __pyx_t_2;
        goto __pyx_L8_bool_binop_done;
      }
      __pyx_t_2 = ((__pyx_v_arc.child != -1L) != 0);
      __pyx_t_1 = __pyx_t_2;
      __pyx_L8_bool_binop_done:;
      if (__pyx_t_1) {

        /* "_state.pxd":173
 *                 arc = deref(arcs_it)
 *                 if arc.head != -1 and arc.child != -1:
 *                     out.push_back(arc)             # <<<<<<<<<<<<<<
 *                 incr(arcs_it)
 *             incr(head_arcs_it)
 */
        try {
          __pyx_v_out->push_back(__pyx_v_arc);
        } catch(...) {
          #ifdef WITH_THREAD
          PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
          #endif
          __Pyx_CppExn2PyErr();
          #ifdef WITH_THREAD
          __Pyx_PyGILState_Release(__pyx_gilstate_save);
          #endif
          __PYX_ERR(4, 173, __pyx_L1_error)
        }

        /* "_state.pxd":172
 *             while arcs_it != arcs.const_end():
 *                 arc = deref(arcs_it)
 *                 if arc.head != -1 and arc.child != -1:             # <<<<<<<<<<<<<<
 *                     out.push_back(arc)
 *                 incr(arcs_it)
 */
      }

      /* "_state.pxd":174
 *                 if arc.head != -1 and arc.child != -1:
 *                     out.push_back(arc)
 *                 incr(arcs_it)             # <<<<<<<<<<<<<<
 *             incr(head_arcs_it)
 * 
 */
      (void)((++__pyx_v_arcs_it));
    }

    /* "_state.pxd":175
 *                     out.push_back(arc)
 *                 incr(arcs_it)
 *             incr(head_arcs_it)             # <<<<<<<<<<<<<<
 * 
 *     void get_arcs(vector[ArcC]* out) nogil const:
 */
    (void)((++__pyx_v_head_arcs_it));
  }

  /* "_state.pxd":164
 *             return &this._sent[i]
 * 
 *     void map_get_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, vector[ArcC]* out) nogil const:             # <<<<<<<<<<<<<<
 *         cdef const vector[ArcC]* arcs
 *         head_arcs_it = heads_arcs.const_begin()
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.map_get_arcs", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
}

/* "_state.pxd":177
 *             incr(head_arcs_it)
 * 
 *     void get_arcs(vector[ArcC]* out) nogil const:             # <<<<<<<<<<<<<<
 *         this.map_get_arcs(this._left_arcs, out)
 *         this.map_get_arcs(this._right_arcs, out)
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::get_arcs(std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  *__pyx_v_out) const {

  /* "_state.pxd":178
 * 
 *     void get_arcs(vector[ArcC]* out) nogil const:
 *         this.map_get_arcs(this._left_arcs, out)             # <<<<<<<<<<<<<<
 *         this.map_get_arcs(this._right_arcs, out)
 * 
 */
  this->map_get_arcs(this->_left_arcs, __pyx_v_out);

  /* "_state.pxd":179
 *     void get_arcs(vector[ArcC]* out) nogil const:
 *         this.map_get_arcs(this._left_arcs, out)
 *         this.map_get_arcs(this._right_arcs, out)             # <<<<<<<<<<<<<<
 * 
 *     int H(int child) nogil const:
 */
  this->map_get_arcs(this->_right_arcs, __pyx_v_out);

  /* "_state.pxd":177
 *             incr(head_arcs_it)
 * 
 *     void get_arcs(vector[ArcC]* out) nogil const:             # <<<<<<<<<<<<<<
 *         this.map_get_arcs(this._left_arcs, out)
 *         this.map_get_arcs(this._right_arcs, out)
 */

  /* function exit code */
}

/* "_state.pxd":181
 *         this.map_get_arcs(this._right_arcs, out)
 * 
 *     int H(int child) nogil const:             # <<<<<<<<<<<<<<
 *         if child >= this.length or child < 0:
 *             return -1
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::H(int __pyx_v_child) const {
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "_state.pxd":182
 * 
 *     int H(int child) nogil const:
 *         if child >= this.length or child < 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         else:
 */
  __pyx_t_2 = ((__pyx_v_child >= this->length) != 0);
  if (!__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_2 = ((__pyx_v_child < 0) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "_state.pxd":183
 *     int H(int child) nogil const:
 *         if child >= this.length or child < 0:
 *             return -1             # <<<<<<<<<<<<<<
 *         else:
 *             return this._heads[child]
 */
    __pyx_r = -1;
    goto __pyx_L0;

    /* "_state.pxd":182
 * 
 *     int H(int child) nogil const:
 *         if child >= this.length or child < 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         else:
 */
  }

  /* "_state.pxd":185
 *             return -1
 *         else:
 *             return this._heads[child]             # <<<<<<<<<<<<<<
 * 
 *     int E(int i) nogil const:
 */
  /*else*/ {
    __pyx_r = (this->_heads[__pyx_v_child]);
    goto __pyx_L0;
  }

  /* "_state.pxd":181
 *         this.map_get_arcs(this._right_arcs, out)
 * 
 *     int H(int child) nogil const:             # <<<<<<<<<<<<<<
 *         if child >= this.length or child < 0:
 *             return -1
 */

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

/* "_state.pxd":187
 *             return this._heads[child]
 * 
 *     int E(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if this._ents.size() == 0:
 *             return -1
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::E(CYTHON_UNUSED int __pyx_v_i) const {
  int __pyx_r;
  int __pyx_t_1;

  /* "_state.pxd":188
 * 
 *     int E(int i) nogil const:
 *         if this._ents.size() == 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         else:
 */
  __pyx_t_1 = ((this->_ents.size() == 0) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":189
 *     int E(int i) nogil const:
 *         if this._ents.size() == 0:
 *             return -1             # <<<<<<<<<<<<<<
 *         else:
 *             return this._ents.back().start
 */
    __pyx_r = -1;
    goto __pyx_L0;

    /* "_state.pxd":188
 * 
 *     int E(int i) nogil const:
 *         if this._ents.size() == 0:             # <<<<<<<<<<<<<<
 *             return -1
 *         else:
 */
  }

  /* "_state.pxd":191
 *             return -1
 *         else:
 *             return this._ents.back().start             # <<<<<<<<<<<<<<
 * 
 *     int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
 */
  /*else*/ {
    __pyx_r = this->_ents.back().start;
    goto __pyx_L0;
  }

  /* "_state.pxd":187
 *             return this._heads[child]
 * 
 *     int E(int i) nogil const:             # <<<<<<<<<<<<<<
 *         if this._ents.size() == 0:
 *             return -1
 */

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

/* "_state.pxd":193
 *             return this._ents.back().start
 * 
 *     int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:             # <<<<<<<<<<<<<<
 *         if idx < 1:
 *             return -1
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::nth_child(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  const &__pyx_v_heads_arcs, int __pyx_v_head, int __pyx_v_idx) const {
  std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::const_iterator __pyx_v_head_arcs_it;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  const *__pyx_v_arcs;
  size_t __pyx_v_child_index;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::const_reverse_iterator __pyx_v_arcs_it;
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "_state.pxd":194
 * 
 *     int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
 *         if idx < 1:             # <<<<<<<<<<<<<<
 *             return -1
 * 
 */
  __pyx_t_1 = ((__pyx_v_idx < 1) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":195
 *     int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
 *         if idx < 1:
 *             return -1             # <<<<<<<<<<<<<<
 * 
 *         head_arcs_it = heads_arcs.const_find(head)
 */
    __pyx_r = -1;
    goto __pyx_L0;

    /* "_state.pxd":194
 * 
 *     int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:
 *         if idx < 1:             # <<<<<<<<<<<<<<
 *             return -1
 * 
 */
  }

  /* "_state.pxd":197
 *             return -1
 * 
 *         head_arcs_it = heads_arcs.const_find(head)             # <<<<<<<<<<<<<<
 *         if head_arcs_it == heads_arcs.const_end():
 *             return -1
 */
  __pyx_v_head_arcs_it = __pyx_v_heads_arcs.find(__pyx_v_head);

  /* "_state.pxd":198
 * 
 *         head_arcs_it = heads_arcs.const_find(head)
 *         if head_arcs_it == heads_arcs.const_end():             # <<<<<<<<<<<<<<
 *             return -1
 * 
 */
  __pyx_t_1 = ((__pyx_v_head_arcs_it == __pyx_v_heads_arcs.end()) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":199
 *         head_arcs_it = heads_arcs.const_find(head)
 *         if head_arcs_it == heads_arcs.const_end():
 *             return -1             # <<<<<<<<<<<<<<
 * 
 *         cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
 */
    __pyx_r = -1;
    goto __pyx_L0;

    /* "_state.pxd":198
 * 
 *         head_arcs_it = heads_arcs.const_find(head)
 *         if head_arcs_it == heads_arcs.const_end():             # <<<<<<<<<<<<<<
 *             return -1
 * 
 */
  }

  /* "_state.pxd":201
 *             return -1
 * 
 *         cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second             # <<<<<<<<<<<<<<
 * 
 *         # Work backwards through arcs to find the arc at the
 */
  __pyx_v_arcs = (&(*__pyx_v_head_arcs_it).second);

  /* "_state.pxd":205
 *         # Work backwards through arcs to find the arc at the
 *         # requested index more quickly.
 *         cdef size_t child_index = 0             # <<<<<<<<<<<<<<
 *         arcs_it = arcs.const_rbegin()
 *         while arcs_it != arcs.const_rend() and child_index != idx:
 */
  __pyx_v_child_index = 0;

  /* "_state.pxd":206
 *         # requested index more quickly.
 *         cdef size_t child_index = 0
 *         arcs_it = arcs.const_rbegin()             # <<<<<<<<<<<<<<
 *         while arcs_it != arcs.const_rend() and child_index != idx:
 *             arc = deref(arcs_it)
 */
  __pyx_v_arcs_it = __pyx_v_arcs->crbegin();

  /* "_state.pxd":207
 *         cdef size_t child_index = 0
 *         arcs_it = arcs.const_rbegin()
 *         while arcs_it != arcs.const_rend() and child_index != idx:             # <<<<<<<<<<<<<<
 *             arc = deref(arcs_it)
 *             if arc.child != -1:
 */
  while (1) {
    __pyx_t_2 = ((__pyx_v_arcs_it != __pyx_v_arcs->crend()) != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L7_bool_binop_done;
    }
    __pyx_t_2 = ((__pyx_v_child_index != __pyx_v_idx) != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L7_bool_binop_done:;
    if (!__pyx_t_1) break;

    /* "_state.pxd":208
 *         arcs_it = arcs.const_rbegin()
 *         while arcs_it != arcs.const_rend() and child_index != idx:
 *             arc = deref(arcs_it)             # <<<<<<<<<<<<<<
 *             if arc.child != -1:
 *                 child_index += 1
 */
    __pyx_v_arc = (*__pyx_v_arcs_it);

    /* "_state.pxd":209
 *         while arcs_it != arcs.const_rend() and child_index != idx:
 *             arc = deref(arcs_it)
 *             if arc.child != -1:             # <<<<<<<<<<<<<<
 *                 child_index += 1
 *                 if child_index == idx:
 */
    __pyx_t_1 = ((__pyx_v_arc.child != -1L) != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":210
 *             arc = deref(arcs_it)
 *             if arc.child != -1:
 *                 child_index += 1             # <<<<<<<<<<<<<<
 *                 if child_index == idx:
 *                     return arc.child
 */
      __pyx_v_child_index = (__pyx_v_child_index + 1);

      /* "_state.pxd":211
 *             if arc.child != -1:
 *                 child_index += 1
 *                 if child_index == idx:             # <<<<<<<<<<<<<<
 *                     return arc.child
 *             incr(arcs_it)
 */
      __pyx_t_1 = ((__pyx_v_child_index == __pyx_v_idx) != 0);
      if (__pyx_t_1) {

        /* "_state.pxd":212
 *                 child_index += 1
 *                 if child_index == idx:
 *                     return arc.child             # <<<<<<<<<<<<<<
 *             incr(arcs_it)
 * 
 */
        __pyx_r = __pyx_v_arc.child;
        goto __pyx_L0;

        /* "_state.pxd":211
 *             if arc.child != -1:
 *                 child_index += 1
 *                 if child_index == idx:             # <<<<<<<<<<<<<<
 *                     return arc.child
 *             incr(arcs_it)
 */
      }

      /* "_state.pxd":209
 *         while arcs_it != arcs.const_rend() and child_index != idx:
 *             arc = deref(arcs_it)
 *             if arc.child != -1:             # <<<<<<<<<<<<<<
 *                 child_index += 1
 *                 if child_index == idx:
 */
    }

    /* "_state.pxd":213
 *                 if child_index == idx:
 *                     return arc.child
 *             incr(arcs_it)             # <<<<<<<<<<<<<<
 * 
 *         return -1
 */
    (void)((++__pyx_v_arcs_it));
  }

  /* "_state.pxd":215
 *             incr(arcs_it)
 * 
 *         return -1             # <<<<<<<<<<<<<<
 * 
 *     int L(int head, int idx) nogil const:
 */
  __pyx_r = -1;
  goto __pyx_L0;

  /* "_state.pxd":193
 *             return this._ents.back().start
 * 
 *     int nth_child(const unordered_map[int, vector[ArcC]]& heads_arcs, int head, int idx) nogil const:             # <<<<<<<<<<<<<<
 *         if idx < 1:
 *             return -1
 */

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

/* "_state.pxd":217
 *         return -1
 * 
 *     int L(int head, int idx) nogil const:             # <<<<<<<<<<<<<<
 *         return this.nth_child(this._left_arcs, head, idx)
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::L(int __pyx_v_head, int __pyx_v_idx) const {
  int __pyx_r;

  /* "_state.pxd":218
 * 
 *     int L(int head, int idx) nogil const:
 *         return this.nth_child(this._left_arcs, head, idx)             # <<<<<<<<<<<<<<
 * 
 *     int R(int head, int idx) nogil const:
 */
  __pyx_r = this->nth_child(this->_left_arcs, __pyx_v_head, __pyx_v_idx);
  goto __pyx_L0;

  /* "_state.pxd":217
 *         return -1
 * 
 *     int L(int head, int idx) nogil const:             # <<<<<<<<<<<<<<
 *         return this.nth_child(this._left_arcs, head, idx)
 * 
 */

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

/* "_state.pxd":220
 *         return this.nth_child(this._left_arcs, head, idx)
 * 
 *     int R(int head, int idx) nogil const:             # <<<<<<<<<<<<<<
 *         return this.nth_child(this._right_arcs, head, idx)
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::R(int __pyx_v_head, int __pyx_v_idx) const {
  int __pyx_r;

  /* "_state.pxd":221
 * 
 *     int R(int head, int idx) nogil const:
 *         return this.nth_child(this._right_arcs, head, idx)             # <<<<<<<<<<<<<<
 * 
 *     bint empty() nogil const:
 */
  __pyx_r = this->nth_child(this->_right_arcs, __pyx_v_head, __pyx_v_idx);
  goto __pyx_L0;

  /* "_state.pxd":220
 *         return this.nth_child(this._left_arcs, head, idx)
 * 
 *     int R(int head, int idx) nogil const:             # <<<<<<<<<<<<<<
 *         return this.nth_child(this._right_arcs, head, idx)
 * 
 */

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

/* "_state.pxd":223
 *         return this.nth_child(this._right_arcs, head, idx)
 * 
 *     bint empty() nogil const:             # <<<<<<<<<<<<<<
 *         return this._stack.size() == 0
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::empty(void) const {
  int __pyx_r;

  /* "_state.pxd":224
 * 
 *     bint empty() nogil const:
 *         return this._stack.size() == 0             # <<<<<<<<<<<<<<
 * 
 *     bint eol() nogil const:
 */
  __pyx_r = (this->_stack.size() == 0);
  goto __pyx_L0;

  /* "_state.pxd":223
 *         return this.nth_child(this._right_arcs, head, idx)
 * 
 *     bint empty() nogil const:             # <<<<<<<<<<<<<<
 *         return this._stack.size() == 0
 * 
 */

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

/* "_state.pxd":226
 *         return this._stack.size() == 0
 * 
 *     bint eol() nogil const:             # <<<<<<<<<<<<<<
 *         return this.buffer_length() == 0
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::eol(void) const {
  int __pyx_r;

  /* "_state.pxd":227
 * 
 *     bint eol() nogil const:
 *         return this.buffer_length() == 0             # <<<<<<<<<<<<<<
 * 
 *     bint is_final() nogil const:
 */
  __pyx_r = (this->buffer_length() == 0);
  goto __pyx_L0;

  /* "_state.pxd":226
 *         return this._stack.size() == 0
 * 
 *     bint eol() nogil const:             # <<<<<<<<<<<<<<
 *         return this.buffer_length() == 0
 * 
 */

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

/* "_state.pxd":229
 *         return this.buffer_length() == 0
 * 
 *     bint is_final() nogil const:             # <<<<<<<<<<<<<<
 *         return this.stack_depth() <= 0 and this.eol()
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::is_final(void) const {
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "_state.pxd":230
 * 
 *     bint is_final() nogil const:
 *         return this.stack_depth() <= 0 and this.eol()             # <<<<<<<<<<<<<<
 * 
 *     int cannot_sent_start(int word) nogil const:
 */
  __pyx_t_2 = ((this->stack_depth() <= 0) != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_t_2 = (this->eol() != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L3_bool_binop_done:;
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "_state.pxd":229
 *         return this.buffer_length() == 0
 * 
 *     bint is_final() nogil const:             # <<<<<<<<<<<<<<
 *         return this.stack_depth() <= 0 and this.eol()
 * 
 */

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

/* "_state.pxd":232
 *         return this.stack_depth() <= 0 and this.eol()
 * 
 *     int cannot_sent_start(int word) nogil const:             # <<<<<<<<<<<<<<
 *         if word < 0 or word >= this.length:
 *             return 0
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::cannot_sent_start(int __pyx_v_word) const {
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "_state.pxd":233
 * 
 *     int cannot_sent_start(int word) nogil const:
 *         if word < 0 or word >= this.length:             # <<<<<<<<<<<<<<
 *             return 0
 *         elif this._sent[word].sent_start == -1:
 */
  __pyx_t_2 = ((__pyx_v_word < 0) != 0);
  if (!__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_2 = ((__pyx_v_word >= this->length) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "_state.pxd":234
 *     int cannot_sent_start(int word) nogil const:
 *         if word < 0 or word >= this.length:
 *             return 0             # <<<<<<<<<<<<<<
 *         elif this._sent[word].sent_start == -1:
 *             return 1
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "_state.pxd":233
 * 
 *     int cannot_sent_start(int word) nogil const:
 *         if word < 0 or word >= this.length:             # <<<<<<<<<<<<<<
 *             return 0
 *         elif this._sent[word].sent_start == -1:
 */
  }

  /* "_state.pxd":235
 *         if word < 0 or word >= this.length:
 *             return 0
 *         elif this._sent[word].sent_start == -1:             # <<<<<<<<<<<<<<
 *             return 1
 *         else:
 */
  __pyx_t_1 = (((this->_sent[__pyx_v_word]).sent_start == -1L) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":236
 *             return 0
 *         elif this._sent[word].sent_start == -1:
 *             return 1             # <<<<<<<<<<<<<<
 *         else:
 *             return 0
 */
    __pyx_r = 1;
    goto __pyx_L0;

    /* "_state.pxd":235
 *         if word < 0 or word >= this.length:
 *             return 0
 *         elif this._sent[word].sent_start == -1:             # <<<<<<<<<<<<<<
 *             return 1
 *         else:
 */
  }

  /* "_state.pxd":238
 *             return 1
 *         else:
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     int is_sent_start(int word) nogil const:
 */
  /*else*/ {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "_state.pxd":232
 *         return this.stack_depth() <= 0 and this.eol()
 * 
 *     int cannot_sent_start(int word) nogil const:             # <<<<<<<<<<<<<<
 *         if word < 0 or word >= this.length:
 *             return 0
 */

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

/* "_state.pxd":240
 *             return 0
 * 
 *     int is_sent_start(int word) nogil const:             # <<<<<<<<<<<<<<
 *         if word < 0 or word >= this.length:
 *             return 0
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::is_sent_start(int __pyx_v_word) const {
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "_state.pxd":241
 * 
 *     int is_sent_start(int word) nogil const:
 *         if word < 0 or word >= this.length:             # <<<<<<<<<<<<<<
 *             return 0
 *         elif this._sent[word].sent_start == 1:
 */
  __pyx_t_2 = ((__pyx_v_word < 0) != 0);
  if (!__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_2 = ((__pyx_v_word >= this->length) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "_state.pxd":242
 *     int is_sent_start(int word) nogil const:
 *         if word < 0 or word >= this.length:
 *             return 0             # <<<<<<<<<<<<<<
 *         elif this._sent[word].sent_start == 1:
 *             return 1
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "_state.pxd":241
 * 
 *     int is_sent_start(int word) nogil const:
 *         if word < 0 or word >= this.length:             # <<<<<<<<<<<<<<
 *             return 0
 *         elif this._sent[word].sent_start == 1:
 */
  }

  /* "_state.pxd":243
 *         if word < 0 or word >= this.length:
 *             return 0
 *         elif this._sent[word].sent_start == 1:             # <<<<<<<<<<<<<<
 *             return 1
 *         elif this._sent_starts.count(word) >= 1:
 */
  __pyx_t_1 = (((this->_sent[__pyx_v_word]).sent_start == 1) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":244
 *             return 0
 *         elif this._sent[word].sent_start == 1:
 *             return 1             # <<<<<<<<<<<<<<
 *         elif this._sent_starts.count(word) >= 1:
 *             return 1
 */
    __pyx_r = 1;
    goto __pyx_L0;

    /* "_state.pxd":243
 *         if word < 0 or word >= this.length:
 *             return 0
 *         elif this._sent[word].sent_start == 1:             # <<<<<<<<<<<<<<
 *             return 1
 *         elif this._sent_starts.count(word) >= 1:
 */
  }

  /* "_state.pxd":245
 *         elif this._sent[word].sent_start == 1:
 *             return 1
 *         elif this._sent_starts.count(word) >= 1:             # <<<<<<<<<<<<<<
 *             return 1
 *         else:
 */
  __pyx_t_1 = ((this->_sent_starts.count(__pyx_v_word) >= 1) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":246
 *             return 1
 *         elif this._sent_starts.count(word) >= 1:
 *             return 1             # <<<<<<<<<<<<<<
 *         else:
 *             return 0
 */
    __pyx_r = 1;
    goto __pyx_L0;

    /* "_state.pxd":245
 *         elif this._sent[word].sent_start == 1:
 *             return 1
 *         elif this._sent_starts.count(word) >= 1:             # <<<<<<<<<<<<<<
 *             return 1
 *         else:
 */
  }

  /* "_state.pxd":248
 *             return 1
 *         else:
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     void set_sent_start(int word, int value) nogil:
 */
  /*else*/ {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "_state.pxd":240
 *             return 0
 * 
 *     int is_sent_start(int word) nogil const:             # <<<<<<<<<<<<<<
 *         if word < 0 or word >= this.length:
 *             return 0
 */

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

/* "_state.pxd":250
 *             return 0
 * 
 *     void set_sent_start(int word, int value) nogil:             # <<<<<<<<<<<<<<
 *         if value >= 1:
 *             this._sent_starts.insert(word)
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::set_sent_start(int __pyx_v_word, int __pyx_v_value) {
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":251
 * 
 *     void set_sent_start(int word, int value) nogil:
 *         if value >= 1:             # <<<<<<<<<<<<<<
 *             this._sent_starts.insert(word)
 * 
 */
  __pyx_t_1 = ((__pyx_v_value >= 1) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":252
 *     void set_sent_start(int word, int value) nogil:
 *         if value >= 1:
 *             this._sent_starts.insert(word)             # <<<<<<<<<<<<<<
 * 
 *     bint has_head(int child) nogil const:
 */
    try {
      this->_sent_starts.insert(__pyx_v_word);
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      __Pyx_PyGILState_Release(__pyx_gilstate_save);
      #endif
      __PYX_ERR(4, 252, __pyx_L1_error)
    }

    /* "_state.pxd":251
 * 
 *     void set_sent_start(int word, int value) nogil:
 *         if value >= 1:             # <<<<<<<<<<<<<<
 *             this._sent_starts.insert(word)
 * 
 */
  }

  /* "_state.pxd":250
 *             return 0
 * 
 *     void set_sent_start(int word, int value) nogil:             # <<<<<<<<<<<<<<
 *         if value >= 1:
 *             this._sent_starts.insert(word)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.set_sent_start", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
}

/* "_state.pxd":254
 *             this._sent_starts.insert(word)
 * 
 *     bint has_head(int child) nogil const:             # <<<<<<<<<<<<<<
 *         return this._heads[child] >= 0
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::has_head(int __pyx_v_child) const {
  int __pyx_r;

  /* "_state.pxd":255
 * 
 *     bint has_head(int child) nogil const:
 *         return this._heads[child] >= 0             # <<<<<<<<<<<<<<
 * 
 *     int l_edge(int word) nogil const:
 */
  __pyx_r = ((this->_heads[__pyx_v_child]) >= 0);
  goto __pyx_L0;

  /* "_state.pxd":254
 *             this._sent_starts.insert(word)
 * 
 *     bint has_head(int child) nogil const:             # <<<<<<<<<<<<<<
 *         return this._heads[child] >= 0
 * 
 */

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

/* "_state.pxd":257
 *         return this._heads[child] >= 0
 * 
 *     int l_edge(int word) nogil const:             # <<<<<<<<<<<<<<
 *         return word
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::l_edge(int __pyx_v_word) const {
  int __pyx_r;

  /* "_state.pxd":258
 * 
 *     int l_edge(int word) nogil const:
 *         return word             # <<<<<<<<<<<<<<
 * 
 *     int r_edge(int word) nogil const:
 */
  __pyx_r = __pyx_v_word;
  goto __pyx_L0;

  /* "_state.pxd":257
 *         return this._heads[child] >= 0
 * 
 *     int l_edge(int word) nogil const:             # <<<<<<<<<<<<<<
 *         return word
 * 
 */

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

/* "_state.pxd":260
 *         return word
 * 
 *     int r_edge(int word) nogil const:             # <<<<<<<<<<<<<<
 *         return word
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::r_edge(int __pyx_v_word) const {
  int __pyx_r;

  /* "_state.pxd":261
 * 
 *     int r_edge(int word) nogil const:
 *         return word             # <<<<<<<<<<<<<<
 * 
 *     int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:
 */
  __pyx_r = __pyx_v_word;
  goto __pyx_L0;

  /* "_state.pxd":260
 *         return word
 * 
 *     int r_edge(int word) nogil const:             # <<<<<<<<<<<<<<
 *         return word
 * 
 */

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

/* "_state.pxd":263
 *         return word
 * 
 *     int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:             # <<<<<<<<<<<<<<
 *         cdef int n = 0
 *         head_arcs_it = heads_arcs.const_find(head)
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::n_arcs(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  const &__pyx_v_heads_arcs, int __pyx_v_head) const {
  int __pyx_v_n;
  std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::const_iterator __pyx_v_head_arcs_it;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  const *__pyx_v_arcs;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::const_iterator __pyx_v_arcs_it;
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
  int __pyx_r;
  int __pyx_t_1;

  /* "_state.pxd":264
 * 
 *     int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:
 *         cdef int n = 0             # <<<<<<<<<<<<<<
 *         head_arcs_it = heads_arcs.const_find(head)
 *         if head_arcs_it == heads_arcs.const_end():
 */
  __pyx_v_n = 0;

  /* "_state.pxd":265
 *     int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:
 *         cdef int n = 0
 *         head_arcs_it = heads_arcs.const_find(head)             # <<<<<<<<<<<<<<
 *         if head_arcs_it == heads_arcs.const_end():
 *             return n
 */
  __pyx_v_head_arcs_it = __pyx_v_heads_arcs.find(__pyx_v_head);

  /* "_state.pxd":266
 *         cdef int n = 0
 *         head_arcs_it = heads_arcs.const_find(head)
 *         if head_arcs_it == heads_arcs.const_end():             # <<<<<<<<<<<<<<
 *             return n
 * 
 */
  __pyx_t_1 = ((__pyx_v_head_arcs_it == __pyx_v_heads_arcs.end()) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":267
 *         head_arcs_it = heads_arcs.const_find(head)
 *         if head_arcs_it == heads_arcs.const_end():
 *             return n             # <<<<<<<<<<<<<<
 * 
 *         cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
 */
    __pyx_r = __pyx_v_n;
    goto __pyx_L0;

    /* "_state.pxd":266
 *         cdef int n = 0
 *         head_arcs_it = heads_arcs.const_find(head)
 *         if head_arcs_it == heads_arcs.const_end():             # <<<<<<<<<<<<<<
 *             return n
 * 
 */
  }

  /* "_state.pxd":269
 *             return n
 * 
 *         cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second             # <<<<<<<<<<<<<<
 *         arcs_it = arcs.const_begin()
 *         while arcs_it != arcs.end():
 */
  __pyx_v_arcs = (&(*__pyx_v_head_arcs_it).second);

  /* "_state.pxd":270
 * 
 *         cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
 *         arcs_it = arcs.const_begin()             # <<<<<<<<<<<<<<
 *         while arcs_it != arcs.end():
 *             arc = deref(arcs_it)
 */
  __pyx_v_arcs_it = __pyx_v_arcs->begin();

  /* "_state.pxd":271
 *         cdef const vector[ArcC]* arcs = &deref(head_arcs_it).second
 *         arcs_it = arcs.const_begin()
 *         while arcs_it != arcs.end():             # <<<<<<<<<<<<<<
 *             arc = deref(arcs_it)
 *             if arc.child != -1:
 */
  while (1) {
    __pyx_t_1 = ((__pyx_v_arcs_it != __pyx_v_arcs->end()) != 0);
    if (!__pyx_t_1) break;

    /* "_state.pxd":272
 *         arcs_it = arcs.const_begin()
 *         while arcs_it != arcs.end():
 *             arc = deref(arcs_it)             # <<<<<<<<<<<<<<
 *             if arc.child != -1:
 *                 n += 1
 */
    __pyx_v_arc = (*__pyx_v_arcs_it);

    /* "_state.pxd":273
 *         while arcs_it != arcs.end():
 *             arc = deref(arcs_it)
 *             if arc.child != -1:             # <<<<<<<<<<<<<<
 *                 n += 1
 *             incr(arcs_it)
 */
    __pyx_t_1 = ((__pyx_v_arc.child != -1L) != 0);
    if (__pyx_t_1) {

      /* "_state.pxd":274
 *             arc = deref(arcs_it)
 *             if arc.child != -1:
 *                 n += 1             # <<<<<<<<<<<<<<
 *             incr(arcs_it)
 * 
 */
      __pyx_v_n = (__pyx_v_n + 1);

      /* "_state.pxd":273
 *         while arcs_it != arcs.end():
 *             arc = deref(arcs_it)
 *             if arc.child != -1:             # <<<<<<<<<<<<<<
 *                 n += 1
 *             incr(arcs_it)
 */
    }

    /* "_state.pxd":275
 *             if arc.child != -1:
 *                 n += 1
 *             incr(arcs_it)             # <<<<<<<<<<<<<<
 * 
 *         return n
 */
    (void)((++__pyx_v_arcs_it));
  }

  /* "_state.pxd":277
 *             incr(arcs_it)
 * 
 *         return n             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_n;
  goto __pyx_L0;

  /* "_state.pxd":263
 *         return word
 * 
 *     int n_arcs(const unordered_map[int, vector[ArcC]] &heads_arcs, int head) nogil const:             # <<<<<<<<<<<<<<
 *         cdef int n = 0
 *         head_arcs_it = heads_arcs.const_find(head)
 */

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

/* "_state.pxd":280
 * 
 * 
 *     int n_L(int head) nogil const:             # <<<<<<<<<<<<<<
 *         return n_arcs(this._left_arcs, head)
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::n_L(int __pyx_v_head) const {
  int __pyx_r;

  /* "_state.pxd":281
 * 
 *     int n_L(int head) nogil const:
 *         return n_arcs(this._left_arcs, head)             # <<<<<<<<<<<<<<
 * 
 *     int n_R(int head) nogil const:
 */
  __pyx_r = n_arcs(this->_left_arcs, __pyx_v_head);
  goto __pyx_L0;

  /* "_state.pxd":280
 * 
 * 
 *     int n_L(int head) nogil const:             # <<<<<<<<<<<<<<
 *         return n_arcs(this._left_arcs, head)
 * 
 */

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

/* "_state.pxd":283
 *         return n_arcs(this._left_arcs, head)
 * 
 *     int n_R(int head) nogil const:             # <<<<<<<<<<<<<<
 *         return n_arcs(this._right_arcs, head)
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::n_R(int __pyx_v_head) const {
  int __pyx_r;

  /* "_state.pxd":284
 * 
 *     int n_R(int head) nogil const:
 *         return n_arcs(this._right_arcs, head)             # <<<<<<<<<<<<<<
 * 
 *     bint stack_is_connected() nogil const:
 */
  __pyx_r = n_arcs(this->_right_arcs, __pyx_v_head);
  goto __pyx_L0;

  /* "_state.pxd":283
 *         return n_arcs(this._left_arcs, head)
 * 
 *     int n_R(int head) nogil const:             # <<<<<<<<<<<<<<
 *         return n_arcs(this._right_arcs, head)
 * 
 */

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

/* "_state.pxd":286
 *         return n_arcs(this._right_arcs, head)
 * 
 *     bint stack_is_connected() nogil const:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::stack_is_connected(void) const {
  int __pyx_r;

  /* "_state.pxd":287
 * 
 *     bint stack_is_connected() nogil const:
 *         return False             # <<<<<<<<<<<<<<
 * 
 *     bint entity_is_open() nogil const:
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "_state.pxd":286
 *         return n_arcs(this._right_arcs, head)
 * 
 *     bint stack_is_connected() nogil const:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */

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

/* "_state.pxd":289
 *         return False
 * 
 *     bint entity_is_open() nogil const:             # <<<<<<<<<<<<<<
 *         if this._ents.size() == 0:
 *             return False
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::entity_is_open(void) const {
  int __pyx_r;
  int __pyx_t_1;

  /* "_state.pxd":290
 * 
 *     bint entity_is_open() nogil const:
 *         if this._ents.size() == 0:             # <<<<<<<<<<<<<<
 *             return False
 *         else:
 */
  __pyx_t_1 = ((this->_ents.size() == 0) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":291
 *     bint entity_is_open() nogil const:
 *         if this._ents.size() == 0:
 *             return False             # <<<<<<<<<<<<<<
 *         else:
 *             return this._ents.back().end == -1
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "_state.pxd":290
 * 
 *     bint entity_is_open() nogil const:
 *         if this._ents.size() == 0:             # <<<<<<<<<<<<<<
 *             return False
 *         else:
 */
  }

  /* "_state.pxd":293
 *             return False
 *         else:
 *             return this._ents.back().end == -1             # <<<<<<<<<<<<<<
 * 
 *     int stack_depth() nogil const:
 */
  /*else*/ {
    __pyx_r = (this->_ents.back().end == -1L);
    goto __pyx_L0;
  }

  /* "_state.pxd":289
 *         return False
 * 
 *     bint entity_is_open() nogil const:             # <<<<<<<<<<<<<<
 *         if this._ents.size() == 0:
 *             return False
 */

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

/* "_state.pxd":295
 *             return this._ents.back().end == -1
 * 
 *     int stack_depth() nogil const:             # <<<<<<<<<<<<<<
 *         return this._stack.size()
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::stack_depth(void) const {
  int __pyx_r;

  /* "_state.pxd":296
 * 
 *     int stack_depth() nogil const:
 *         return this._stack.size()             # <<<<<<<<<<<<<<
 * 
 *     int buffer_length() nogil const:
 */
  __pyx_r = this->_stack.size();
  goto __pyx_L0;

  /* "_state.pxd":295
 *             return this._ents.back().end == -1
 * 
 *     int stack_depth() nogil const:             # <<<<<<<<<<<<<<
 *         return this._stack.size()
 * 
 */

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

/* "_state.pxd":298
 *         return this._stack.size()
 * 
 *     int buffer_length() nogil const:             # <<<<<<<<<<<<<<
 *         return (this.length - this._b_i) + this._rebuffer.size()
 * 
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::buffer_length(void) const {
  int __pyx_r;

  /* "_state.pxd":299
 * 
 *     int buffer_length() nogil const:
 *         return (this.length - this._b_i) + this._rebuffer.size()             # <<<<<<<<<<<<<<
 * 
 *     void push() nogil:
 */
  __pyx_r = ((this->length - this->_b_i) + this->_rebuffer.size());
  goto __pyx_L0;

  /* "_state.pxd":298
 *         return this._stack.size()
 * 
 *     int buffer_length() nogil const:             # <<<<<<<<<<<<<<
 *         return (this.length - this._b_i) + this._rebuffer.size()
 * 
 */

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

/* "_state.pxd":301
 *         return (this.length - this._b_i) + this._rebuffer.size()
 * 
 *     void push() nogil:             # <<<<<<<<<<<<<<
 *         b0 = this.B(0)
 *         if this._rebuffer.size():
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::push(void) {
  int __pyx_v_b0;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":302
 * 
 *     void push() nogil:
 *         b0 = this.B(0)             # <<<<<<<<<<<<<<
 *         if this._rebuffer.size():
 *             b0 = this._rebuffer.back()
 */
  __pyx_v_b0 = this->B(0);

  /* "_state.pxd":303
 *     void push() nogil:
 *         b0 = this.B(0)
 *         if this._rebuffer.size():             # <<<<<<<<<<<<<<
 *             b0 = this._rebuffer.back()
 *             this._rebuffer.pop_back()
 */
  __pyx_t_1 = (this->_rebuffer.size() != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":304
 *         b0 = this.B(0)
 *         if this._rebuffer.size():
 *             b0 = this._rebuffer.back()             # <<<<<<<<<<<<<<
 *             this._rebuffer.pop_back()
 *         else:
 */
    __pyx_v_b0 = this->_rebuffer.back();

    /* "_state.pxd":305
 *         if this._rebuffer.size():
 *             b0 = this._rebuffer.back()
 *             this._rebuffer.pop_back()             # <<<<<<<<<<<<<<
 *         else:
 *             b0 = this._b_i
 */
    this->_rebuffer.pop_back();

    /* "_state.pxd":303
 *     void push() nogil:
 *         b0 = this.B(0)
 *         if this._rebuffer.size():             # <<<<<<<<<<<<<<
 *             b0 = this._rebuffer.back()
 *             this._rebuffer.pop_back()
 */
    goto __pyx_L3;
  }

  /* "_state.pxd":307
 *             this._rebuffer.pop_back()
 *         else:
 *             b0 = this._b_i             # <<<<<<<<<<<<<<
 *             this._b_i += 1
 *         this._stack.push_back(b0)
 */
  /*else*/ {
    __pyx_t_2 = this->_b_i;
    __pyx_v_b0 = __pyx_t_2;

    /* "_state.pxd":308
 *         else:
 *             b0 = this._b_i
 *             this._b_i += 1             # <<<<<<<<<<<<<<
 *         this._stack.push_back(b0)
 * 
 */
    this->_b_i = (this->_b_i + 1);
  }
  __pyx_L3:;

  /* "_state.pxd":309
 *             b0 = this._b_i
 *             this._b_i += 1
 *         this._stack.push_back(b0)             # <<<<<<<<<<<<<<
 * 
 *     void pop() nogil:
 */
  try {
    this->_stack.push_back(__pyx_v_b0);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
    #endif
    __PYX_ERR(4, 309, __pyx_L1_error)
  }

  /* "_state.pxd":301
 *         return (this.length - this._b_i) + this._rebuffer.size()
 * 
 *     void push() nogil:             # <<<<<<<<<<<<<<
 *         b0 = this.B(0)
 *         if this._rebuffer.size():
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.push", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
}

/* "_state.pxd":311
 *         this._stack.push_back(b0)
 * 
 *     void pop() nogil:             # <<<<<<<<<<<<<<
 *         this._stack.pop_back()
 * 
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::pop(void) {

  /* "_state.pxd":312
 * 
 *     void pop() nogil:
 *         this._stack.pop_back()             # <<<<<<<<<<<<<<
 * 
 *     void force_final() nogil:
 */
  this->_stack.pop_back();

  /* "_state.pxd":311
 *         this._stack.push_back(b0)
 * 
 *     void pop() nogil:             # <<<<<<<<<<<<<<
 *         this._stack.pop_back()
 * 
 */

  /* function exit code */
}

/* "_state.pxd":314
 *         this._stack.pop_back()
 * 
 *     void force_final() nogil:             # <<<<<<<<<<<<<<
 *         # This should only be used in desperate situations, as it may leave
 *         # the analysis in an unexpected state.
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::force_final(void) {
  int __pyx_t_1;

  /* "_state.pxd":317
 *         # This should only be used in desperate situations, as it may leave
 *         # the analysis in an unexpected state.
 *         this._stack.clear()             # <<<<<<<<<<<<<<
 *         this._b_i = this.length
 * 
 */
  this->_stack.clear();

  /* "_state.pxd":318
 *         # the analysis in an unexpected state.
 *         this._stack.clear()
 *         this._b_i = this.length             # <<<<<<<<<<<<<<
 * 
 *     void unshift() nogil:
 */
  __pyx_t_1 = this->length;
  this->_b_i = __pyx_t_1;

  /* "_state.pxd":314
 *         this._stack.pop_back()
 * 
 *     void force_final() nogil:             # <<<<<<<<<<<<<<
 *         # This should only be used in desperate situations, as it may leave
 *         # the analysis in an unexpected state.
 */

  /* function exit code */
}

/* "_state.pxd":320
 *         this._b_i = this.length
 * 
 *     void unshift() nogil:             # <<<<<<<<<<<<<<
 *         s0 = this._stack.back()
 *         this._unshiftable[s0] = 1
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::unshift(void) {
  int __pyx_v_s0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":321
 * 
 *     void unshift() nogil:
 *         s0 = this._stack.back()             # <<<<<<<<<<<<<<
 *         this._unshiftable[s0] = 1
 *         this._rebuffer.push_back(s0)
 */
  __pyx_v_s0 = this->_stack.back();

  /* "_state.pxd":322
 *     void unshift() nogil:
 *         s0 = this._stack.back()
 *         this._unshiftable[s0] = 1             # <<<<<<<<<<<<<<
 *         this._rebuffer.push_back(s0)
 *         this._stack.pop_back()
 */
  (this->_unshiftable[__pyx_v_s0]) = 1;

  /* "_state.pxd":323
 *         s0 = this._stack.back()
 *         this._unshiftable[s0] = 1
 *         this._rebuffer.push_back(s0)             # <<<<<<<<<<<<<<
 *         this._stack.pop_back()
 * 
 */
  try {
    this->_rebuffer.push_back(__pyx_v_s0);
  } catch(...) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
    #endif
    __PYX_ERR(4, 323, __pyx_L1_error)
  }

  /* "_state.pxd":324
 *         this._unshiftable[s0] = 1
 *         this._rebuffer.push_back(s0)
 *         this._stack.pop_back()             # <<<<<<<<<<<<<<
 * 
 *     int is_unshiftable(int item) nogil const:
 */
  this->_stack.pop_back();

  /* "_state.pxd":320
 *         this._b_i = this.length
 * 
 *     void unshift() nogil:             # <<<<<<<<<<<<<<
 *         s0 = this._stack.back()
 *         this._unshiftable[s0] = 1
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.unshift", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
}

/* "_state.pxd":326
 *         this._stack.pop_back()
 * 
 *     int is_unshiftable(int item) nogil const:             # <<<<<<<<<<<<<<
 *         if item >= this._unshiftable.size():
 *             return 0
 */

int __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::is_unshiftable(int __pyx_v_item) const {
  int __pyx_r;
  int __pyx_t_1;
  bool __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":327
 * 
 *     int is_unshiftable(int item) nogil const:
 *         if item >= this._unshiftable.size():             # <<<<<<<<<<<<<<
 *             return 0
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_item >= this->_unshiftable.size()) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":328
 *     int is_unshiftable(int item) nogil const:
 *         if item >= this._unshiftable.size():
 *             return 0             # <<<<<<<<<<<<<<
 *         else:
 *             return this._unshiftable.at(item)
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "_state.pxd":327
 * 
 *     int is_unshiftable(int item) nogil const:
 *         if item >= this._unshiftable.size():             # <<<<<<<<<<<<<<
 *             return 0
 *         else:
 */
  }

  /* "_state.pxd":330
 *             return 0
 *         else:
 *             return this._unshiftable.at(item)             # <<<<<<<<<<<<<<
 * 
 *     void set_reshiftable(int item) nogil:
 */
  /*else*/ {
    try {
      __pyx_t_2 = this->_unshiftable.at(__pyx_v_item);
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      __Pyx_PyGILState_Release(__pyx_gilstate_save);
      #endif
      __PYX_ERR(4, 330, __pyx_L1_error)
    }
    __pyx_r = __pyx_t_2;
    goto __pyx_L0;
  }

  /* "_state.pxd":326
 *         this._stack.pop_back()
 * 
 *     int is_unshiftable(int item) nogil const:             # <<<<<<<<<<<<<<
 *         if item >= this._unshiftable.size():
 *             return 0
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.is_unshiftable", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_r = 0;
  __pyx_L0:;
  return __pyx_r;
}

/* "_state.pxd":332
 *             return this._unshiftable.at(item)
 * 
 *     void set_reshiftable(int item) nogil:             # <<<<<<<<<<<<<<
 *         if item < this._unshiftable.size():
 *             this._unshiftable[item] = 0
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::set_reshiftable(int __pyx_v_item) {
  int __pyx_t_1;

  /* "_state.pxd":333
 * 
 *     void set_reshiftable(int item) nogil:
 *         if item < this._unshiftable.size():             # <<<<<<<<<<<<<<
 *             this._unshiftable[item] = 0
 * 
 */
  __pyx_t_1 = ((__pyx_v_item < this->_unshiftable.size()) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":334
 *     void set_reshiftable(int item) nogil:
 *         if item < this._unshiftable.size():
 *             this._unshiftable[item] = 0             # <<<<<<<<<<<<<<
 * 
 *     void add_arc(int head, int child, attr_t label) nogil:
 */
    (this->_unshiftable[__pyx_v_item]) = 0;

    /* "_state.pxd":333
 * 
 *     void set_reshiftable(int item) nogil:
 *         if item < this._unshiftable.size():             # <<<<<<<<<<<<<<
 *             this._unshiftable[item] = 0
 * 
 */
  }

  /* "_state.pxd":332
 *             return this._unshiftable.at(item)
 * 
 *     void set_reshiftable(int item) nogil:             # <<<<<<<<<<<<<<
 *         if item < this._unshiftable.size():
 *             this._unshiftable[item] = 0
 */

  /* function exit code */
}

/* "_state.pxd":336
 *             this._unshiftable[item] = 0
 * 
 *     void add_arc(int head, int child, attr_t label) nogil:             # <<<<<<<<<<<<<<
 *         if this.has_head(child):
 *             this.del_arc(this.H(child), child)
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::add_arc(int __pyx_v_head, int __pyx_v_child, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_label) {
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":337
 * 
 *     void add_arc(int head, int child, attr_t label) nogil:
 *         if this.has_head(child):             # <<<<<<<<<<<<<<
 *             this.del_arc(this.H(child), child)
 *         cdef ArcC arc
 */
  __pyx_t_1 = (this->has_head(__pyx_v_child) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":338
 *     void add_arc(int head, int child, attr_t label) nogil:
 *         if this.has_head(child):
 *             this.del_arc(this.H(child), child)             # <<<<<<<<<<<<<<
 *         cdef ArcC arc
 *         arc.head = head
 */
    this->del_arc(this->H(__pyx_v_child), __pyx_v_child);

    /* "_state.pxd":337
 * 
 *     void add_arc(int head, int child, attr_t label) nogil:
 *         if this.has_head(child):             # <<<<<<<<<<<<<<
 *             this.del_arc(this.H(child), child)
 *         cdef ArcC arc
 */
  }

  /* "_state.pxd":340
 *             this.del_arc(this.H(child), child)
 *         cdef ArcC arc
 *         arc.head = head             # <<<<<<<<<<<<<<
 *         arc.child = child
 *         arc.label = label
 */
  __pyx_v_arc.head = __pyx_v_head;

  /* "_state.pxd":341
 *         cdef ArcC arc
 *         arc.head = head
 *         arc.child = child             # <<<<<<<<<<<<<<
 *         arc.label = label
 *         if head > child:
 */
  __pyx_v_arc.child = __pyx_v_child;

  /* "_state.pxd":342
 *         arc.head = head
 *         arc.child = child
 *         arc.label = label             # <<<<<<<<<<<<<<
 *         if head > child:
 *             this._left_arcs[arc.head].push_back(arc)
 */
  __pyx_v_arc.label = __pyx_v_label;

  /* "_state.pxd":343
 *         arc.child = child
 *         arc.label = label
 *         if head > child:             # <<<<<<<<<<<<<<
 *             this._left_arcs[arc.head].push_back(arc)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_head > __pyx_v_child) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":344
 *         arc.label = label
 *         if head > child:
 *             this._left_arcs[arc.head].push_back(arc)             # <<<<<<<<<<<<<<
 *         else:
 *             this._right_arcs[arc.head].push_back(arc)
 */
    try {
      (this->_left_arcs[__pyx_v_arc.head]).push_back(__pyx_v_arc);
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      __Pyx_PyGILState_Release(__pyx_gilstate_save);
      #endif
      __PYX_ERR(4, 344, __pyx_L1_error)
    }

    /* "_state.pxd":343
 *         arc.child = child
 *         arc.label = label
 *         if head > child:             # <<<<<<<<<<<<<<
 *             this._left_arcs[arc.head].push_back(arc)
 *         else:
 */
    goto __pyx_L4;
  }

  /* "_state.pxd":346
 *             this._left_arcs[arc.head].push_back(arc)
 *         else:
 *             this._right_arcs[arc.head].push_back(arc)             # <<<<<<<<<<<<<<
 *         this._heads[child] = head
 * 
 */
  /*else*/ {
    try {
      (this->_right_arcs[__pyx_v_arc.head]).push_back(__pyx_v_arc);
    } catch(...) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
      #endif
      __Pyx_CppExn2PyErr();
      #ifdef WITH_THREAD
      __Pyx_PyGILState_Release(__pyx_gilstate_save);
      #endif
      __PYX_ERR(4, 346, __pyx_L1_error)
    }
  }
  __pyx_L4:;

  /* "_state.pxd":347
 *         else:
 *             this._right_arcs[arc.head].push_back(arc)
 *         this._heads[child] = head             # <<<<<<<<<<<<<<
 * 
 *     void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
 */
  (this->_heads[__pyx_v_child]) = __pyx_v_head;

  /* "_state.pxd":336
 *             this._unshiftable[item] = 0
 * 
 *     void add_arc(int head, int child, attr_t label) nogil:             # <<<<<<<<<<<<<<
 *         if this.has_head(child):
 *             this.del_arc(this.H(child), child)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.add_arc", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
}

/* "_state.pxd":349
 *         this._heads[child] = head
 * 
 *     void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:             # <<<<<<<<<<<<<<
 *         arcs_it = heads_arcs.find(h_i)
 *         if arcs_it == heads_arcs.end():
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::map_del_arc(std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> >  *__pyx_v_heads_arcs, int __pyx_v_h_i, int __pyx_v_c_i) {
  std::unordered_map<int,std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> > ::iterator __pyx_v_arcs_it;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC>  *__pyx_v_arcs;
  struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC __pyx_v_arc;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_v_i;
  int __pyx_t_1;
  int __pyx_t_2;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_t_3;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_t_4;
  std::vector<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> ::size_type __pyx_t_5;
  __Pyx_FakeReference<struct __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_ArcC> __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":350
 * 
 *     void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
 *         arcs_it = heads_arcs.find(h_i)             # <<<<<<<<<<<<<<
 *         if arcs_it == heads_arcs.end():
 *             return
 */
  __pyx_v_arcs_it = __pyx_v_heads_arcs->find(__pyx_v_h_i);

  /* "_state.pxd":351
 *     void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
 *         arcs_it = heads_arcs.find(h_i)
 *         if arcs_it == heads_arcs.end():             # <<<<<<<<<<<<<<
 *             return
 * 
 */
  __pyx_t_1 = ((__pyx_v_arcs_it == __pyx_v_heads_arcs->end()) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":352
 *         arcs_it = heads_arcs.find(h_i)
 *         if arcs_it == heads_arcs.end():
 *             return             # <<<<<<<<<<<<<<
 * 
 *         arcs = &deref(arcs_it).second
 */
    goto __pyx_L0;

    /* "_state.pxd":351
 *     void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:
 *         arcs_it = heads_arcs.find(h_i)
 *         if arcs_it == heads_arcs.end():             # <<<<<<<<<<<<<<
 *             return
 * 
 */
  }

  /* "_state.pxd":354
 *             return
 * 
 *         arcs = &deref(arcs_it).second             # <<<<<<<<<<<<<<
 *         if arcs.size() == 0:
 *             return
 */
  __pyx_v_arcs = (&(*__pyx_v_arcs_it).second);

  /* "_state.pxd":355
 * 
 *         arcs = &deref(arcs_it).second
 *         if arcs.size() == 0:             # <<<<<<<<<<<<<<
 *             return
 * 
 */
  __pyx_t_1 = ((__pyx_v_arcs->size() == 0) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":356
 *         arcs = &deref(arcs_it).second
 *         if arcs.size() == 0:
 *             return             # <<<<<<<<<<<<<<
 * 
 *         arc = arcs.back()
 */
    goto __pyx_L0;

    /* "_state.pxd":355
 * 
 *         arcs = &deref(arcs_it).second
 *         if arcs.size() == 0:             # <<<<<<<<<<<<<<
 *             return
 * 
 */
  }

  /* "_state.pxd":358
 *             return
 * 
 *         arc = arcs.back()             # <<<<<<<<<<<<<<
 *         if arc.head == h_i and arc.child == c_i:
 *             arcs.pop_back()
 */
  __pyx_v_arc = __pyx_v_arcs->back();

  /* "_state.pxd":359
 * 
 *         arc = arcs.back()
 *         if arc.head == h_i and arc.child == c_i:             # <<<<<<<<<<<<<<
 *             arcs.pop_back()
 *         else:
 */
  __pyx_t_2 = ((__pyx_v_arc.head == __pyx_v_h_i) != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L6_bool_binop_done;
  }
  __pyx_t_2 = ((__pyx_v_arc.child == __pyx_v_c_i) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L6_bool_binop_done:;
  if (__pyx_t_1) {

    /* "_state.pxd":360
 *         arc = arcs.back()
 *         if arc.head == h_i and arc.child == c_i:
 *             arcs.pop_back()             # <<<<<<<<<<<<<<
 *         else:
 *             for i in range(arcs.size()-1):
 */
    __pyx_v_arcs->pop_back();

    /* "_state.pxd":359
 * 
 *         arc = arcs.back()
 *         if arc.head == h_i and arc.child == c_i:             # <<<<<<<<<<<<<<
 *             arcs.pop_back()
 *         else:
 */
    goto __pyx_L5;
  }

  /* "_state.pxd":362
 *             arcs.pop_back()
 *         else:
 *             for i in range(arcs.size()-1):             # <<<<<<<<<<<<<<
 *                 arc = arcs.at(i)
 *                 if arc.head == h_i and arc.child == c_i:
 */
  /*else*/ {
    __pyx_t_3 = (__pyx_v_arcs->size() - 1);
    __pyx_t_4 = __pyx_t_3;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "_state.pxd":363
 *         else:
 *             for i in range(arcs.size()-1):
 *                 arc = arcs.at(i)             # <<<<<<<<<<<<<<
 *                 if arc.head == h_i and arc.child == c_i:
 *                     arc.head = -1
 */
      try {
        __pyx_t_6 = __pyx_v_arcs->at(__pyx_v_i);
      } catch(...) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
        #endif
        __Pyx_CppExn2PyErr();
        #ifdef WITH_THREAD
        __Pyx_PyGILState_Release(__pyx_gilstate_save);
        #endif
        __PYX_ERR(4, 363, __pyx_L1_error)
      }
      __pyx_v_arc = __pyx_t_6;

      /* "_state.pxd":364
 *             for i in range(arcs.size()-1):
 *                 arc = arcs.at(i)
 *                 if arc.head == h_i and arc.child == c_i:             # <<<<<<<<<<<<<<
 *                     arc.head = -1
 *                     arc.child = -1
 */
      __pyx_t_2 = ((__pyx_v_arc.head == __pyx_v_h_i) != 0);
      if (__pyx_t_2) {
      } else {
        __pyx_t_1 = __pyx_t_2;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_2 = ((__pyx_v_arc.child == __pyx_v_c_i) != 0);
      __pyx_t_1 = __pyx_t_2;
      __pyx_L11_bool_binop_done:;
      if (__pyx_t_1) {

        /* "_state.pxd":365
 *                 arc = arcs.at(i)
 *                 if arc.head == h_i and arc.child == c_i:
 *                     arc.head = -1             # <<<<<<<<<<<<<<
 *                     arc.child = -1
 *                     arc.label = 0
 */
        __pyx_v_arc.head = -1;

        /* "_state.pxd":366
 *                 if arc.head == h_i and arc.child == c_i:
 *                     arc.head = -1
 *                     arc.child = -1             # <<<<<<<<<<<<<<
 *                     arc.label = 0
 *                     break
 */
        __pyx_v_arc.child = -1;

        /* "_state.pxd":367
 *                     arc.head = -1
 *                     arc.child = -1
 *                     arc.label = 0             # <<<<<<<<<<<<<<
 *                     break
 * 
 */
        __pyx_v_arc.label = 0;

        /* "_state.pxd":368
 *                     arc.child = -1
 *                     arc.label = 0
 *                     break             # <<<<<<<<<<<<<<
 * 
 *     void del_arc(int h_i, int c_i) nogil:
 */
        goto __pyx_L9_break;

        /* "_state.pxd":364
 *             for i in range(arcs.size()-1):
 *                 arc = arcs.at(i)
 *                 if arc.head == h_i and arc.child == c_i:             # <<<<<<<<<<<<<<
 *                     arc.head = -1
 *                     arc.child = -1
 */
      }
    }
    __pyx_L9_break:;
  }
  __pyx_L5:;

  /* "_state.pxd":349
 *         this._heads[child] = head
 * 
 *     void map_del_arc(unordered_map[int, vector[ArcC]]* heads_arcs, int h_i, int c_i) nogil:             # <<<<<<<<<<<<<<
 *         arcs_it = heads_arcs.find(h_i)
 *         if arcs_it == heads_arcs.end():
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("StateC.map_del_arc", __pyx_clineno, __pyx_lineno, __pyx_filename, 1, 1);
  __pyx_L0:;
}

/* "_state.pxd":370
 *                     break
 * 
 *     void del_arc(int h_i, int c_i) nogil:             # <<<<<<<<<<<<<<
 *         if h_i > c_i:
 *             this.map_del_arc(&this._left_arcs, h_i, c_i)
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::del_arc(int __pyx_v_h_i, int __pyx_v_c_i) {
  int __pyx_t_1;

  /* "_state.pxd":371
 * 
 *     void del_arc(int h_i, int c_i) nogil:
 *         if h_i > c_i:             # <<<<<<<<<<<<<<
 *             this.map_del_arc(&this._left_arcs, h_i, c_i)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_h_i > __pyx_v_c_i) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":372
 *     void del_arc(int h_i, int c_i) nogil:
 *         if h_i > c_i:
 *             this.map_del_arc(&this._left_arcs, h_i, c_i)             # <<<<<<<<<<<<<<
 *         else:
 *             this.map_del_arc(&this._right_arcs, h_i, c_i)
 */
    this->map_del_arc((&this->_left_arcs), __pyx_v_h_i, __pyx_v_c_i);

    /* "_state.pxd":371
 * 
 *     void del_arc(int h_i, int c_i) nogil:
 *         if h_i > c_i:             # <<<<<<<<<<<<<<
 *             this.map_del_arc(&this._left_arcs, h_i, c_i)
 *         else:
 */
    goto __pyx_L3;
  }

  /* "_state.pxd":374
 *             this.map_del_arc(&this._left_arcs, h_i, c_i)
 *         else:
 *             this.map_del_arc(&this._right_arcs, h_i, c_i)             # <<<<<<<<<<<<<<
 * 
 *     SpanC get_ent() nogil const:
 */
  /*else*/ {
    this->map_del_arc((&this->_right_arcs), __pyx_v_h_i, __pyx_v_c_i);
  }
  __pyx_L3:;

  /* "_state.pxd":370
 *                     break
 * 
 *     void del_arc(int h_i, int c_i) nogil:             # <<<<<<<<<<<<<<
 *         if h_i > c_i:
 *             this.map_del_arc(&this._left_arcs, h_i, c_i)
 */

  /* function exit code */
}

/* "_state.pxd":376
 *             this.map_del_arc(&this._right_arcs, h_i, c_i)
 * 
 *     SpanC get_ent() nogil const:             # <<<<<<<<<<<<<<
 *         cdef SpanC ent
 *         if this._ents.size() == 0:
 */

struct __pyx_t_5spacy_7structs_SpanC __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::get_ent(void) const {
  struct __pyx_t_5spacy_7structs_SpanC __pyx_v_ent;
  struct __pyx_t_5spacy_7structs_SpanC __pyx_r;
  int __pyx_t_1;

  /* "_state.pxd":378
 *     SpanC get_ent() nogil const:
 *         cdef SpanC ent
 *         if this._ents.size() == 0:             # <<<<<<<<<<<<<<
 *             ent.start = 0
 *             ent.end = 0
 */
  __pyx_t_1 = ((this->_ents.size() == 0) != 0);
  if (__pyx_t_1) {

    /* "_state.pxd":379
 *         cdef SpanC ent
 *         if this._ents.size() == 0:
 *             ent.start = 0             # <<<<<<<<<<<<<<
 *             ent.end = 0
 *             ent.label = 0
 */
    __pyx_v_ent.start = 0;

    /* "_state.pxd":380
 *         if this._ents.size() == 0:
 *             ent.start = 0
 *             ent.end = 0             # <<<<<<<<<<<<<<
 *             ent.label = 0
 *             return ent
 */
    __pyx_v_ent.end = 0;

    /* "_state.pxd":381
 *             ent.start = 0
 *             ent.end = 0
 *             ent.label = 0             # <<<<<<<<<<<<<<
 *             return ent
 *         else:
 */
    __pyx_v_ent.label = 0;

    /* "_state.pxd":382
 *             ent.end = 0
 *             ent.label = 0
 *             return ent             # <<<<<<<<<<<<<<
 *         else:
 *             return this._ents.back()
 */
    __pyx_r = __pyx_v_ent;
    goto __pyx_L0;

    /* "_state.pxd":378
 *     SpanC get_ent() nogil const:
 *         cdef SpanC ent
 *         if this._ents.size() == 0:             # <<<<<<<<<<<<<<
 *             ent.start = 0
 *             ent.end = 0
 */
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  /* "_state.pxd":384
 *             return ent
 *         else:
 *             return this._ents.back()             # <<<<<<<<<<<<<<
 * 
 *     void open_ent(attr_t label) nogil:
 */
  /*else*/ {
    __pyx_r = this->_ents.back();
    goto __pyx_L0;
  }

  /* "_state.pxd":376
 *             this.map_del_arc(&this._right_arcs, h_i, c_i)
 * 
 *     SpanC get_ent() nogil const:             # <<<<<<<<<<<<<<
 *         cdef SpanC ent
 *         if this._ents.size() == 0:
 */

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

/* "_state.pxd":386
 *             return this._ents.back()
 * 
 *     void open_ent(attr_t label) nogil:             # <<<<<<<<<<<<<<
 *         cdef SpanC ent
 *         ent.start = this.B(0)
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::open_ent(__pyx_t_5spacy_8typedefs_attr_t __pyx_v_label) {
  struct __pyx_t_5spacy_7structs_SpanC __pyx_v_ent;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "_state.pxd":388
 *     void open_ent(attr_t label) nogil:
 *         cdef SpanC ent
 *         ent.start = this.B(0)             # <<<<<<<<<<<<<<
 *         ent.label = label
 *         ent.end = -1
 */
  __pyx_v_ent.start = this->B(0);

  /* "_state.pxd":389
 *         cdef SpanC ent
 *         ent.start = this.B(0)
 *         ent.label = label             # <<<<<<<<<<<<<<
 *         ent.end = -1
 *         this._ents.push_back(ent)
 */
  __pyx_v_ent.label = __pyx_v_label;

  /* "_state.pxd":390
 *         ent.start = this.B(0)
 *         ent.label = label
 *         ent.end = -1             # <<<<<<<<<<<<<<
 *         this._ents.push_back(ent)
 * 
 */
  __pyx_v_ent.end = -1;

  /* "_state.pxd":391
 *         ent.label = label
 *         ent.end = -1
 *         this._ents.push_back(ent)             # <<<<<<<<<<<<<<
 * 
 *     void close_ent() nogil:
 */
  try {
    this->_ents.push_back(__pyx_v_ent);
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    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
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    __Pyx_CppExn2PyErr();
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
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  /* "_state.pxd":386
 *             return this._ents.back()
 * 
 *     void open_ent(attr_t label) nogil:             # <<<<<<<<<<<<<<
 *         cdef SpanC ent
 *         ent.start = this.B(0)
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
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/* "_state.pxd":393
 *         this._ents.push_back(ent)
 * 
 *     void close_ent() nogil:             # <<<<<<<<<<<<<<
 *         this._ents.back().end = this.B(0)+1
 * 
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::close_ent(void) {

  /* "_state.pxd":394
 * 
 *     void close_ent() nogil:
 *         this._ents.back().end = this.B(0)+1             # <<<<<<<<<<<<<<
 * 
 *     void clone(const StateC* src) nogil:
 */
  this->_ents.back().end = (this->B(0) + 1);

  /* "_state.pxd":393
 *         this._ents.push_back(ent)
 * 
 *     void close_ent() nogil:             # <<<<<<<<<<<<<<
 *         this._ents.back().end = this.B(0)+1
 * 
 */

  /* function exit code */
}

/* "_state.pxd":396
 *         this._ents.back().end = this.B(0)+1
 * 
 *     void clone(const StateC* src) nogil:             # <<<<<<<<<<<<<<
 *         this.length = src.length
 *         this._sent = src._sent
 */

void __pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC::clone(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC const *__pyx_v_src) {
  int __pyx_t_1;
  struct __pyx_t_5spacy_7structs_TokenC const *__pyx_t_2;
  std::vector<int>  __pyx_t_3;
  std::set<int>  __pyx_t_4;
  std::vector<bool>  __pyx_t_5;
  std::vector<struct __pyx_t_5spacy_7structs_SpanC>  __pyx_t_6;
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  struct __pyx_t_5spacy_7structs_TokenC __pyx_t_8;

  /* "_state.pxd":397
 * 
 *     void clone(const StateC* src) nogil:
 *         this.length = src.length             # <<<<<<<<<<<<<<
 *         this._sent = src._sent
 *         this._stack = src._stack
 */
  __pyx_t_1 = __pyx_v_src->length;
  this->length = __pyx_t_1;

  /* "_state.pxd":398
 *     void clone(const StateC* src) nogil:
 *         this.length = src.length
 *         this._sent = src._sent             # <<<<<<<<<<<<<<
 *         this._stack = src._stack
 *         this._rebuffer = src._rebuffer
 */
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  this->_sent = __pyx_t_2;

  /* "_state.pxd":399
 *         this.length = src.length
 *         this._sent = src._sent
 *         this._stack = src._stack             # <<<<<<<<<<<<<<
 *         this._rebuffer = src._rebuffer
 *         this._sent_starts = src._sent_starts
 */
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  this->_stack = __pyx_t_3;

  /* "_state.pxd":400
 *         this._sent = src._sent
 *         this._stack = src._stack
 *         this._rebuffer = src._rebuffer             # <<<<<<<<<<<<<<
 *         this._sent_starts = src._sent_starts
 *         this._unshiftable = src._unshiftable
 */
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  /* "_state.pxd":401
 *         this._stack = src._stack
 *         this._rebuffer = src._rebuffer
 *         this._sent_starts = src._sent_starts             # <<<<<<<<<<<<<<
 *         this._unshiftable = src._unshiftable
 *         memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
 */
  __pyx_t_4 = __pyx_v_src->_sent_starts;
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  /* "_state.pxd":402
 *         this._rebuffer = src._rebuffer
 *         this._sent_starts = src._sent_starts
 *         this._unshiftable = src._unshiftable             # <<<<<<<<<<<<<<
 *         memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
 *         this._ents = src._ents
 */
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  this->_unshiftable = __pyx_t_5;

  /* "_state.pxd":403
 *         this._sent_starts = src._sent_starts
 *         this._unshiftable = src._unshiftable
 *         memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))             # <<<<<<<<<<<<<<
 *         this._ents = src._ents
 *         this._left_arcs = src._left_arcs
 */
  (void)(memcpy(this->_heads, __pyx_v_src->_heads, (this->length * (sizeof((this->_heads[0]))))));

  /* "_state.pxd":404
 *         this._unshiftable = src._unshiftable
 *         memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
 *         this._ents = src._ents             # <<<<<<<<<<<<<<
 *         this._left_arcs = src._left_arcs
 *         this._right_arcs = src._right_arcs
 */
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  this->_ents = __pyx_t_6;

  /* "_state.pxd":405
 *         memcpy(this._heads, src._heads, this.length * sizeof(this._heads[0]))
 *         this._ents = src._ents
 *         this._left_arcs = src._left_arcs             # <<<<<<<<<<<<<<
 *         this._right_arcs = src._right_arcs
 *         this._b_i = src._b_i
 */
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  /* "_state.pxd":406
 *         this._ents = src._ents
 *         this._left_arcs = src._left_arcs
 *         this._right_arcs = src._right_arcs             # <<<<<<<<<<<<<<
 *         this._b_i = src._b_i
 *         this.offset = src.offset
 */
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  /* "_state.pxd":407
 *         this._left_arcs = src._left_arcs
 *         this._right_arcs = src._right_arcs
 *         this._b_i = src._b_i             # <<<<<<<<<<<<<<
 *         this.offset = src.offset
 *         this._empty_token = src._empty_token
 */
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  /* "_state.pxd":408
 *         this._right_arcs = src._right_arcs
 *         this._b_i = src._b_i
 *         this.offset = src.offset             # <<<<<<<<<<<<<<
 *         this._empty_token = src._empty_token
 */
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  /* "_state.pxd":409
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 *         this.offset = src.offset
 *         this._empty_token = src._empty_token             # <<<<<<<<<<<<<<
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  /* "_state.pxd":396
 *         this._ents.back().end = this.B(0)+1
 * 
 *     void clone(const StateC* src) nogil:             # <<<<<<<<<<<<<<
 *         this.length = src.length
 *         this._sent = src._sent
 */

  /* function exit code */
}

/* "stateclass.pxd":16
 * 
 *     @staticmethod
 *     cdef inline StateClass borrow(StateC* ptr, Doc doc):             # <<<<<<<<<<<<<<
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 */

static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_borrow(__pyx_t_5spacy_8pipeline_17_parser_internals_6_state_StateC *__pyx_v_ptr, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc) {
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 *         self._borrowed = 1
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 *         self._borrowed = 1
 *         self.doc = doc
 */
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 *         self._borrowed = 1             # <<<<<<<<<<<<<<
 *         self.doc = doc
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 *         self._borrowed = 1
 *         self.doc = doc             # <<<<<<<<<<<<<<
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 *         self.doc = doc
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 * 
 *     @staticmethod
 *     cdef inline StateClass borrow(StateC* ptr, Doc doc):             # <<<<<<<<<<<<<<
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/* "stateclass.pxd":24
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static CYTHON_INLINE struct __pyx_obj_5spacy_8pipeline_17_parser_internals_10stateclass_StateClass *__pyx_f_5spacy_8pipeline_17_parser_internals_10stateclass_10StateClass_init_offset(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_sent, int __pyx_v_length, int __pyx_v_offset) {
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 *         if not __PYX_CYTHON_ATOMICS_ENABLED():             # <<<<<<<<<<<<<<
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 *                                     memviewsliceobj.to_object_func,
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 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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 */
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 */
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 * 
 */
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 */
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/* "View.MemoryView":809
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 *         __Pyx_memviewslice *dst,
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 */

static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) {
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 * 
 *         if start < 0:
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 */
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 *         if start < 0:
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 *         if not 0 <= start < shape:
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 */
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 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
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 */
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 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
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 */
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 * 
 *         if start < 0:
 */
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  /* "View.MemoryView":837
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 * 
 *         if have_step and step == 0:
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 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
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      /* "View.MemoryView":840
 * 
 *         if have_step and step == 0:
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 * 
 * 
 */
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      /* "View.MemoryView":839
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 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
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 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
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 */
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      /* "View.MemoryView":844
 * 
 *         if have_start:
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 *                 start += shape
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 */
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        /* "View.MemoryView":845
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 */
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 *                     start = 0
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 */
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          /* "View.MemoryView":847
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 *             elif start >= shape:
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 */
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          /* "View.MemoryView":846
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 *             elif start >= shape:
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 *                 start += shape
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 */
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 *                     start = shape - 1
 *                 else:
 */
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          /* "View.MemoryView":850
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 *                 else:
 *                     start = shape
 */
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          /* "View.MemoryView":849
 *                     start = 0
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 *                     start = shape - 1
 *                 else:
 */
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 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
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 */
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        /* "View.MemoryView":848
 *                 if start < 0:
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 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
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      /* "View.MemoryView":843
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
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    /* "View.MemoryView":854
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
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        /* "View.MemoryView":855
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
 */
        __pyx_v_start = (__pyx_v_shape - 1);

        /* "View.MemoryView":854
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
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      /* "View.MemoryView":857
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
 */
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 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
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      /* "View.MemoryView":860
 * 
 *         if have_stop:
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 *                 stop += shape
 *                 if stop < 0:
 */
      __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
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        /* "View.MemoryView":861
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 *                 if stop < 0:
 *                     stop = 0
 */
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 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
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          /* "View.MemoryView":863
 *                 stop += shape
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 *             elif stop > shape:
 *                 stop = shape
 */
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          /* "View.MemoryView":862
 *             if stop < 0:
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 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
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        /* "View.MemoryView":860
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
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 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
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 */
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/* "View.MemoryView":1142
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  /* "View.MemoryView":1150
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    }
    __pyx_t_3 = (__pyx_t_2 != 0);
    __pyx_t_1 = __pyx_t_3;
    __pyx_L5_bool_binop_done:;

    /* "View.MemoryView":1155
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
    if (__pyx_t_1) {

      /* "View.MemoryView":1157
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)             # <<<<<<<<<<<<<<
 *        else:
 *            for i in range(dst_extent):
 */
      (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)));

      /* "View.MemoryView":1155
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
      goto __pyx_L4;
    }

    /* "View.MemoryView":1159
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 *            for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 */
    /*else*/ {
      __pyx_t_4 = __pyx_v_dst_extent;
      __pyx_t_5 = __pyx_t_4;
      for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
        __pyx_v_i = __pyx_t_6;

        /* "View.MemoryView":1160
 *        else:
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                src_data += src_stride
 *                dst_data += dst_stride
 */
        (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize));

        /* "View.MemoryView":1161
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride             # <<<<<<<<<<<<<<
 *                dst_data += dst_stride
 *     else:
 */
        __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

        /* "View.MemoryView":1162
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 *                dst_data += dst_stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(dst_extent):
 */
        __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
      }
    }
    __pyx_L4:;

    /* "View.MemoryView":1154
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1164
 *                dst_data += dst_stride
 *     else:
 *         for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *             _copy_strided_to_strided(src_data, src_strides + 1,
 *                                      dst_data, dst_strides + 1,
 */
  /*else*/ {
    __pyx_t_4 = __pyx_v_dst_extent;
    __pyx_t_5 = __pyx_t_4;
    for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
      __pyx_v_i = __pyx_t_6;

      /* "View.MemoryView":1165
 *     else:
 *         for i in range(dst_extent):
 *             _copy_strided_to_strided(src_data, src_strides + 1,             # <<<<<<<<<<<<<<
 *                                      dst_data, dst_strides + 1,
 *                                      src_shape + 1, dst_shape + 1,
 */
      _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize);

      /* "View.MemoryView":1169
 *                                      src_shape + 1, dst_shape + 1,
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride             # <<<<<<<<<<<<<<
 *             dst_data += dst_stride
 * 
 */
      __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

      /* "View.MemoryView":1170
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride
 *             dst_data += dst_stride             # <<<<<<<<<<<<<<
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
 */
      __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1142
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

  /* function exit code */
}

/* "View.MemoryView":1172
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

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

  /* "View.MemoryView":1175
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 *     _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides,             # <<<<<<<<<<<<<<
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 */
  _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1172
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1179
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 */

static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
  Py_ssize_t __pyx_v_shape;
  Py_ssize_t __pyx_v_size;
  Py_ssize_t __pyx_r;
  Py_ssize_t __pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  Py_ssize_t *__pyx_t_3;
  Py_ssize_t *__pyx_t_4;

  /* "View.MemoryView":1181
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     for shape in src.shape[:ndim]:
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_size = __pyx_t_1;

  /* "View.MemoryView":1183
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 * 
 *     for shape in src.shape[:ndim]:             # <<<<<<<<<<<<<<
 *         size *= shape
 * 
 */
  __pyx_t_3 = (__pyx_v_src->shape + __pyx_v_ndim);
  for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {
    __pyx_t_2 = __pyx_t_4;
    __pyx_v_shape = (__pyx_t_2[0]);

    /* "View.MemoryView":1184
 * 
 *     for shape in src.shape[:ndim]:
 *         size *= shape             # <<<<<<<<<<<<<<
 * 
 *     return size
 */
    __pyx_v_size = (__pyx_v_size * __pyx_v_shape);
  }

  /* "View.MemoryView":1186
 *         size *= shape
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
 */
  __pyx_r = __pyx_v_size;
  goto __pyx_L0;

  /* "View.MemoryView":1179
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 */

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

/* "View.MemoryView":1189
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) {
  int __pyx_v_idx;
  Py_ssize_t __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;

  /* "View.MemoryView":1198
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
  __pyx_t_1 = ((__pyx_v_order == 'F') != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1199
 * 
 *     if order == 'F':
 *         for idx in range(ndim):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
 */
    __pyx_t_2 = __pyx_v_ndim;
    __pyx_t_3 = __pyx_t_2;
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
      __pyx_v_idx = __pyx_t_4;

      /* "View.MemoryView":1200
 *     if order == 'F':
 *         for idx in range(ndim):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 *     else:
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1201
 *         for idx in range(ndim):
 *             strides[idx] = stride
 *             stride *= shape[idx]             # <<<<<<<<<<<<<<
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }

    /* "View.MemoryView":1198
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1203
 *             stride *= shape[idx]
 *     else:
 *         for idx in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
 */
  /*else*/ {
    for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) {
      __pyx_v_idx = __pyx_t_2;

      /* "View.MemoryView":1204
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 * 
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1205
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride
 *             stride *= shape[idx]             # <<<<<<<<<<<<<<
 * 
 *     return stride
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1207
 *             stride *= shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 */
  __pyx_r = __pyx_v_stride;
  goto __pyx_L0;

  /* "View.MemoryView":1189
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

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

/* "View.MemoryView":1210
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) {
  int __pyx_v_i;
  void *__pyx_v_result;
  size_t __pyx_v_itemsize;
  size_t __pyx_v_size;
  void *__pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  struct __pyx_memoryview_obj *__pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":1221
 *     cdef void *result
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1222
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef size_t size = slice_get_size(src, ndim)             # <<<<<<<<<<<<<<
 * 
 *     result = malloc(size)
 */
  __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim);

  /* "View.MemoryView":1224
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 *     result = malloc(size)             # <<<<<<<<<<<<<<
 *     if not result:
 *         _err(MemoryError, NULL)
 */
  __pyx_v_result = malloc(__pyx_v_size);

  /* "View.MemoryView":1225
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1226
 *     result = malloc(size)
 *     if not result:
 *         _err(MemoryError, NULL)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 1226, __pyx_L1_error)

    /* "View.MemoryView":1225
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  }

  /* "View.MemoryView":1229
 * 
 * 
 *     tmpslice.data = <char *> result             # <<<<<<<<<<<<<<
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 */
  __pyx_v_tmpslice->data = ((char *)__pyx_v_result);

  /* "View.MemoryView":1230
 * 
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview             # <<<<<<<<<<<<<<
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 */
  __pyx_t_4 = __pyx_v_src->memview;
  __pyx_v_tmpslice->memview = __pyx_t_4;

  /* "View.MemoryView":1231
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1
 */
  __pyx_t_3 = __pyx_v_ndim;
  __pyx_t_5 = __pyx_t_3;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "View.MemoryView":1232
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]             # <<<<<<<<<<<<<<
 *         tmpslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]);

    /* "View.MemoryView":1233
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,
 */
    (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L;
  }

  /* "View.MemoryView":1235
 *         tmpslice.suboffsets[i] = -1
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,             # <<<<<<<<<<<<<<
 *                               ndim, order)
 * 
 */
  (void)(__pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order));

  /* "View.MemoryView":1239
 * 
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0
 */
  __pyx_t_3 = __pyx_v_ndim;
  __pyx_t_5 = __pyx_t_3;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "View.MemoryView":1240
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */
    __pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1241
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0             # <<<<<<<<<<<<<<
 * 
 *     if slice_is_contig(src[0], order, ndim):
 */
      (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0;

      /* "View.MemoryView":1240
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */
    }
  }

  /* "View.MemoryView":1243
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src[0], order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */
  __pyx_t_2 = (__pyx_memviewslice_is_contig((__pyx_v_src[0]), __pyx_v_order, __pyx_v_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1244
 * 
 *     if slice_is_contig(src[0], order, ndim):
 *         memcpy(result, src.data, size)             # <<<<<<<<<<<<<<
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 */
    (void)(memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size));

    /* "View.MemoryView":1243
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src[0], order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */
    goto __pyx_L9;
  }

  /* "View.MemoryView":1246
 *         memcpy(result, src.data, size)
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  /*else*/ {
    copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize);
  }
  __pyx_L9:;

  /* "View.MemoryView":1248
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":1210
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    __Pyx_PyGILState_Release(__pyx_gilstate_save);
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    /* "View.MemoryView":1301
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1302
 * 
 *         if src.suboffsets[i] >= 0:
 *             _err_dim(ValueError, "Dimension %d is not direct", i)             # <<<<<<<<<<<<<<
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 */
      __pyx_t_6 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Dimension %d is not direct"), __pyx_v_i); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1302, __pyx_L1_error)

      /* "View.MemoryView":1301
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    }
  }

  /* "View.MemoryView":1304
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */
  __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1306
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    __pyx_t_2 = ((!(__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1307
 * 
 *         if not slice_is_contig(src, order, ndim):
 *             order = get_best_order(&dst, ndim)             # <<<<<<<<<<<<<<
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 */
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);

      /* "View.MemoryView":1306
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    }

    /* "View.MemoryView":1309
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */
    __pyx_t_7 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(1, 1309, __pyx_L1_error)
    __pyx_v_tmpdata = __pyx_t_7;

    /* "View.MemoryView":1310
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1304
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */
  }

  /* "View.MemoryView":1312
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1315
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1316
 * 
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)             # <<<<<<<<<<<<<<
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim);

      /* "View.MemoryView":1315
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */
      goto __pyx_L12;
    }

    /* "View.MemoryView":1317
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1318
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)             # <<<<<<<<<<<<<<
 * 
 *         if direct_copy:
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim);

      /* "View.MemoryView":1317
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */
    }
    __pyx_L12:;

    /* "View.MemoryView":1320
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_2 = (__pyx_v_direct_copy != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1322
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1323
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 */
      (void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)));

      /* "View.MemoryView":1324
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1325
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
 */
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1326
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
 */
      __pyx_r = 0;
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      /* "View.MemoryView":1320
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    }

    /* "View.MemoryView":1312
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
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 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
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    /* "View.MemoryView":1331
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */
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    /* "View.MemoryView":1332
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 */
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    /* "View.MemoryView":1328
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
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 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 */
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  /* "View.MemoryView":1335
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 */
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 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1338
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
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 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 */
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 * 
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/* "View.MemoryView":1342
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
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static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
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  int __pyx_t_3;

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 *                             int ndim_other) nogil:
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 * 
 *     for i in range(ndim - 1, -1, -1):
 */
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 *     cdef int offset = ndim_other - ndim
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
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 *         mslice.strides[i + offset] = mslice.strides[i]
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 * 
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]             # <<<<<<<<<<<<<<
 *         mslice.strides[i + offset] = mslice.strides[i]
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    (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]);

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 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 */
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 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(offset):
 */
    (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);
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  /* "View.MemoryView":1353
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 */
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    /* "View.MemoryView":1354
 * 
 *     for i in range(offset):
 *         mslice.shape[i] = 1             # <<<<<<<<<<<<<<
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1
 */
    (__pyx_v_mslice->shape[__pyx_v_i]) = 1;

    /* "View.MemoryView":1355
 *     for i in range(offset):
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]);

    /* "View.MemoryView":1356
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
 */
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  /* "View.MemoryView":1342
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1364
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) {
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 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
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 * 
 *     if dtype_is_object:
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 *                                            dst.strides, ndim, inc)
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 */
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 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */
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 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

  /* function exit code */
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/* "View.MemoryView":1373
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
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static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
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 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
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  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

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 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
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 *     cdef Py_ssize_t i
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static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
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 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
 *             if inc:
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 * 
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static struct __pyx_vtabstruct_5spacy_8pipeline_17transition_parser_Parser __pyx_vtable_5spacy_8pipeline_17transition_parser_Parser;

static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser_Parser(PyTypeObject *t, PyObject *a, PyObject *k) {
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static void __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser_Parser(PyObject *o) {
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static int __pyx_tp_traverse_5spacy_8pipeline_17transition_parser_Parser(PyObject *o, visitproc v, void *a) {
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static int __pyx_tp_clear_5spacy_8pipeline_17transition_parser_Parser(PyObject *o) {
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static PyObject *__pyx_getprop_5spacy_8pipeline_17transition_parser_6Parser_move_names(PyObject *o, CYTHON_UNUSED void *x) {
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static PyObject *__pyx_getprop_5spacy_8pipeline_17transition_parser_6Parser_moves(PyObject *o, CYTHON_UNUSED void *x) {
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static PyObject *__pyx_getprop_5spacy_8pipeline_17transition_parser_6Parser__multitasks(PyObject *o, CYTHON_UNUSED void *x) {
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static int __pyx_setprop_5spacy_8pipeline_17transition_parser_6Parser__multitasks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
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  {"beam_parse", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_8pipeline_17transition_parser_6Parser_25beam_parse, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_8pipeline_17transition_parser_6Parser_24beam_parse},
  {"set_annotations", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5spacy_8pipeline_17transition_parser_6Parser_27set_annotations, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5spacy_8pipeline_17transition_parser_6Parser_26set_annotations},
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};

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static struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_1_pipe *__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_1_pipe[8];
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static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_1_pipe(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

static struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict[8];
static int __pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict = 0;

static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict)))) {
    o = (PyObject*)__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict[--__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict(PyObject *o) {
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_docs);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict)))) {
    __pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict[__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict++] = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *)o;
  if (p->__pyx_v_docs) {
    e = (*v)(p->__pyx_v_docs, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict *)o;
  tmp = ((PyObject*)p->__pyx_v_docs);
  p->__pyx_v_docs = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.pipeline.transition_parser.__pyx_scope_struct_2_predict", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
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  #endif
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  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict, /*tp_traverse*/
  __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict, /*tp_clear*/
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  __pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_2_predict, /*tp_new*/
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  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
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static struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr *__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr[8];
static int __pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr = 0;

static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr)))) {
    o = (PyObject*)__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr[--__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr(PyObject *o) {
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_outer_scope);
  Py_CLEAR(p->__pyx_v_doc);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr)))) {
    __pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr[__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr++] = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr *)o;
  if (p->__pyx_outer_scope) {
    e = (*v)(((PyObject *)p->__pyx_outer_scope), a); if (e) return e;
  }
  if (p->__pyx_v_doc) {
    e = (*v)(p->__pyx_v_doc, a); if (e) return e;
  }
  return 0;
}

static PyTypeObject __pyx_type_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr = {
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  sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
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  0, /*tp_getattr*/
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  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
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  __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr, /*tp_traverse*/
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  __pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_3_genexpr, /*tp_new*/
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  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
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  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
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};

static struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk[8];
static int __pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk = 0;

static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk)))) {
    o = (PyObject*)__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk[--__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk(PyObject *o) {
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_exclude);
  Py_CLEAR(p->__pyx_v_self);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk)))) {
    __pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk[__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk++] = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *)o;
  if (p->__pyx_v_exclude) {
    e = (*v)(p->__pyx_v_exclude, a); if (e) return e;
  }
  if (p->__pyx_v_self) {
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk *)o;
  tmp = ((PyObject*)p->__pyx_v_exclude);
  p->__pyx_v_exclude = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk = {
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  sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
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  #endif
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  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk, /*tp_traverse*/
  __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk, /*tp_clear*/
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  __pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_4_to_disk, /*tp_new*/
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  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
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  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
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static struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk[8];
static int __pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk = 0;

static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk)))) {
    o = (PyObject*)__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk[--__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
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  return o;
}

static void __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk(PyObject *o) {
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_exclude);
  Py_CLEAR(p->__pyx_v_self);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk)))) {
    __pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk[__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk++] = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *)o);
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    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *)o;
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    e = (*v)(p->__pyx_v_exclude, a); if (e) return e;
  }
  if (p->__pyx_v_self) {
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk *)o;
  tmp = ((PyObject*)p->__pyx_v_exclude);
  p->__pyx_v_exclude = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.pipeline.transition_parser.__pyx_scope_struct_5_from_disk", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
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  0, /*tp_getattr*/
  0, /*tp_setattr*/
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  0, /*tp_compare*/
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  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
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  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk, /*tp_traverse*/
  __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
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  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
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  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_5_from_disk, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
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  0, /*tp_subclasses*/
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  0, /*tp_del*/
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  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
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};

static struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes *__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes[8];
static int __pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes = 0;

static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes)))) {
    o = (PyObject*)__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes[--__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes];
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    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
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    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes(PyObject *o) {
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_exclude);
  Py_CLEAR(p->__pyx_v_self);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes)))) {
    __pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes[__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes++] = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes(PyObject *o, visitproc v, void *a) {
  int e;
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    e = (*v)(p->__pyx_v_exclude, a); if (e) return e;
  }
  if (p->__pyx_v_self) {
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  }
  return 0;
}

static int __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes(PyObject *o) {
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  p->__pyx_v_exclude = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes = {
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  __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
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  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
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  __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes, /*tp_traverse*/
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  __pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_6_to_bytes, /*tp_new*/
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  0, /*tp_is_gc*/
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  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
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  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
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};

static struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes *__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes[8];
static int __pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes = 0;

static PyObject *__pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes)))) {
    o = (PyObject*)__pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes[--__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes];
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes(PyObject *o) {
  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_exclude);
  Py_CLEAR(p->__pyx_v_self);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes)))) {
    __pyx_freelist_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes[__pyx_freecount_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes++] = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes(PyObject *o, visitproc v, void *a) {
  int e;
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  if (p->__pyx_v_exclude) {
    e = (*v)(p->__pyx_v_exclude, a); if (e) return e;
  }
  if (p->__pyx_v_self) {
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes(PyObject *o) {
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  struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes *p = (struct __pyx_obj_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes *)o;
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  p->__pyx_v_exclude = Py_None; Py_INCREF(Py_None);
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  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = ((struct __pyx_obj_5spacy_8pipeline_17transition_parser_Parser *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes = {
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  __pyx_tp_dealloc_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
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  0, /*tp_setattr*/
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  0, /*tp_as_async*/
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  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
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  __pyx_tp_traverse_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes, /*tp_traverse*/
  __pyx_tp_clear_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
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  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
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  0, /*tp_dictoffset*/
  0, /*tp_init*/
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  __pyx_tp_new_5spacy_8pipeline_17transition_parser___pyx_scope_struct_7_from_bytes, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
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  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
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  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
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static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {
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  bad:
  Py_DECREF(o); o = 0;
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static void __pyx_tp_dealloc_array(PyObject *o) {
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  #if CYTHON_USE_TP_FINALIZE
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    PyObject *etype, *eval, *etb;
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}
static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) {
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static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {
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  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
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}

static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {
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    v = __pyx_array___getattr__(o, n);
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static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {
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}

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  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_array[] = {
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  {0, 0, 0, 0, 0}
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static PySequenceMethods __pyx_tp_as_sequence_array = {
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  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_array, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_array = {
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  __pyx_array___getitem__, /*mp_subscript*/
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};

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

static PyTypeObject __pyx_type___pyx_array = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.pipeline.transition_parser.array", /*tp_name*/
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_array, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  __pyx_tp_getattro_array, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_array, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_array, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_array, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_array, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};

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

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

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

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

static PyMethodDef __pyx_methods_Enum[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.pipeline.transition_parser.Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_MemviewEnum___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_Enum, /*tp_traverse*/
  __pyx_tp_clear_Enum, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_Enum, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_MemviewEnum___init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_Enum, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

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

static void __pyx_tp_dealloc_memoryview(PyObject *o) {
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_memoryview___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->obj);
  Py_CLEAR(p->_size);
  Py_CLEAR(p->_array_interface);
  (*Py_TYPE(o)->tp_free)(o);
}

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

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

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

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

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

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

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

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

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

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

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

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

static PyMethodDef __pyx_methods_memoryview[] = {
  {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0},
  {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0},
  {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0},
  {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0},
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_3__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

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

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

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

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

static PyTypeObject __pyx_type___pyx_memoryview = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.pipeline.transition_parser.memoryview", /*tp_name*/
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_memoryview___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_memoryview___str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_memoryview, /*tp_traverse*/
  __pyx_tp_clear_memoryview, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_memoryview, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_memoryview, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_memoryview, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
  0, /*tp_pypy_flags*/
  #endif
};
static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

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

static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_memoryviewslice___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->from_object);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_memoryview(o);
}

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

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

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

static PyMethodDef __pyx_methods__memoryviewslice[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

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

static PyTypeObject __pyx_type___pyx_memoryviewslice = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.pipeline.transition_parser._memoryviewslice", /*tp_name*/
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    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

/* 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

/* 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;
}

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

/* PyObjectCallOneArg */
#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_New(1);
    if (unlikely(!args)) return NULL;
    Py_INCREF(arg);
    PyTuple_SET_ITEM(args, 0, arg);
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, &arg, 1);
    }
#endif
    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

/* 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

/* 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
}

/* PyObjectCallNoArg */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, NULL, 0);
    }
#endif
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
#else
    if (likely(PyCFunction_Check(func)))
#endif
    {
        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

/* 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;
}

/* CallUnboundCMethod1 */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg) {
    if (likely(cfunc->func)) {
        int flag = cfunc->flag;
        if (flag == METH_O) {
            return (*(cfunc->func))(self, arg);
        } else if (PY_VERSION_HEX >= 0x030600B1 && flag == METH_FASTCALL) {
            if (PY_VERSION_HEX >= 0x030700A0) {
                return (*(__Pyx_PyCFunctionFast)(void*)(PyCFunction)cfunc->func)(self, &arg, 1);
            } else {
                return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, &arg, 1, NULL);
            }
        } else if (PY_VERSION_HEX >= 0x030700A0 && flag == (METH_FASTCALL | METH_KEYWORDS)) {
            return (*(__Pyx_PyCFunctionFastWithKeywords)(void*)(PyCFunction)cfunc->func)(self, &arg, 1, NULL);
        }
    }
    return __Pyx__CallUnboundCMethod1(cfunc, self, arg);
}
#endif
static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg){
    PyObject *args, *result = NULL;
    if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
#if CYTHON_COMPILING_IN_CPYTHON
    if (cfunc->func && (cfunc->flag & METH_VARARGS)) {
        args = PyTuple_New(1);
        if (unlikely(!args)) goto bad;
        Py_INCREF(arg);
        PyTuple_SET_ITEM(args, 0, arg);
        if (cfunc->flag & METH_KEYWORDS)
            result = (*(PyCFunctionWithKeywords)(void*)(PyCFunction)cfunc->func)(self, args, NULL);
        else
            result = (*cfunc->func)(self, args);
    } else {
        args = PyTuple_New(2);
        if (unlikely(!args)) goto bad;
        Py_INCREF(self);
        PyTuple_SET_ITEM(args, 0, self);
        Py_INCREF(arg);
        PyTuple_SET_ITEM(args, 1, arg);
        result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
    }
#else
    args = PyTuple_Pack(2, self, arg);
    if (unlikely(!args)) goto bad;
    result = __Pyx_PyObject_Call(cfunc->method, args, NULL);
#endif
bad:
    Py_XDECREF(args);
    return result;
}

/* 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
}

/* set_iter */
static CYTHON_INLINE PyObject* __Pyx_set_iterator(PyObject* iterable, int is_set,
                                                  Py_ssize_t* p_orig_length, int* p_source_is_set) {
#if CYTHON_COMPILING_IN_CPYTHON
    is_set = is_set || likely(PySet_CheckExact(iterable) || PyFrozenSet_CheckExact(iterable));
    *p_source_is_set = is_set;
    if (likely(is_set)) {
        *p_orig_length = PySet_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
    }
#else
    (void)is_set;
    *p_source_is_set = 0;
#endif
    *p_orig_length = 0;
    return PyObject_GetIter(iterable);
}
static CYTHON_INLINE int __Pyx_set_iter_next(
        PyObject* iter_obj, Py_ssize_t orig_length,
        Py_ssize_t* ppos, PyObject **value,
        int source_is_set) {
    if (!CYTHON_COMPILING_IN_CPYTHON || unlikely(!source_is_set)) {
        *value = PyIter_Next(iter_obj);
        if (unlikely(!*value)) {
            return __Pyx_IterFinish();
        }
        (void)orig_length;
        (void)ppos;
        return 1;
    }
#if CYTHON_COMPILING_IN_CPYTHON
    if (unlikely(PySet_GET_SIZE(iter_obj) != orig_length)) {
        PyErr_SetString(
            PyExc_RuntimeError,
            "set changed size during iteration");
        return -1;
    }
    {
        Py_hash_t hash;
        int ret = _PySet_NextEntry(iter_obj, ppos, value, &hash);
        assert (ret != -1);
        if (likely(ret)) {
            Py_INCREF(*value);
            return 1;
        }
    }
#endif
    return 0;
}

/* PyErrFetchRestore */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
}
#endif

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

/* GetTopmostException */
#if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) &&
           exc_info->previous_item != NULL)
    {
        exc_info = exc_info->previous_item;
    }
    return exc_info;
}
#endif

/* SaveResetException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    *type = exc_info->exc_type;
    *value = exc_info->exc_value;
    *tb = exc_info->exc_traceback;
    #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    #endif
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = type;
    exc_info->exc_value = value;
    exc_info->exc_traceback = tb;
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
#endif

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

/* 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);
}

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

/* CythonFunctionShared */
#include <structmember.h>
static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    int result = 0;
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    #else
    op->defaults_tuple = PySequence_ITEM(res, 0);
    if (unlikely(!op->defaults_tuple)) result = -1;
    else {
        op->defaults_kwdict = PySequence_ITEM(res, 1);
        if (unlikely(!op->defaults_kwdict)) result = -1;
    }
    #endif
    Py_DECREF(res);
    return result;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    Py_INCREF(m->func_qualname);
    return m->func_qualname;
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
                                       PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    if (unlikely(op == NULL))
        return NULL;
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults_size = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyObject_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    __Pyx__CyFunction_dealloc(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
#if PY_MAJOR_VERSION < 3
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
#endif
    return __Pyx_PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = f->m_ml->ml_meth;
    Py_ssize_t size;
    switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
    case METH_VARARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0))
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)(void*)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 0))
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 1)) {
                PyObject *result, *arg0;
                #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                arg0 = PyTuple_GET_ITEM(arg, 0);
                #else
                arg0 = PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
                #endif
                result = (*meth)(self, arg0);
                #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
                Py_DECREF(arg0);
                #endif
                return result;
            }
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw);
}
static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
    PyObject *result;
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        Py_ssize_t argc;
        PyObject *new_args;
        PyObject *self;
        argc = PyTuple_GET_SIZE(args);
        new_args = PyTuple_GetSlice(args, 1, argc);
        if (unlikely(!new_args))
            return NULL;
        self = PyTuple_GetItem(args, 0);
        if (unlikely(!self)) {
            Py_DECREF(new_args);
            PyErr_Format(PyExc_TypeError,
                         "unbound method %.200S() needs an argument",
                         cyfunc->func_qualname);
            return NULL;
        }
        result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
        Py_DECREF(new_args);
    } else {
        result = __Pyx_CyFunction_Call(func, args, kw);
    }
    return result;
}
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_CallAsMethod,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_CyFunction_descr_get,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
    0,
#endif
};
static int __pyx_CyFunction_init(void) {
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (unlikely(__pyx_CyFunctionType == NULL)) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyObject_Malloc(size);
    if (unlikely(!m->defaults))
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    m->defaults_size = size;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

/* CythonFunction */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    PyObject *op = __Pyx_CyFunction_Init(
        PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
        ml, flags, qualname, closure, module, globals, code
    );
    if (likely(op)) {
        PyObject_GC_Track(op);
    }
    return op;
}

/* SwapException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = *type;
    exc_info->exc_value = *value;
    exc_info->exc_traceback = *tb;
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = *type;
    tstate->exc_value = *value;
    tstate->exc_traceback = *tb;
    #endif
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#endif

/* PyObjectGetMethod */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
    PyObject *attr;
#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
    PyTypeObject *tp = Py_TYPE(obj);
    PyObject *descr;
    descrgetfunc f = NULL;
    PyObject **dictptr, *dict;
    int meth_found = 0;
    assert (*method == NULL);
    if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
        attr = __Pyx_PyObject_GetAttrStr(obj, name);
        goto try_unpack;
    }
    if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
        return 0;
    }
    descr = _PyType_Lookup(tp, name);
    if (likely(descr != NULL)) {
        Py_INCREF(descr);
#if PY_MAJOR_VERSION >= 3
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type)))
        #endif
#else
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr)))
        #endif
#endif
        {
            meth_found = 1;
        } else {
            f = Py_TYPE(descr)->tp_descr_get;
            if (f != NULL && PyDescr_IsData(descr)) {
                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
                Py_DECREF(descr);
                goto try_unpack;
            }
        }
    }
    dictptr = _PyObject_GetDictPtr(obj);
    if (dictptr != NULL && (dict = *dictptr) != NULL) {
        Py_INCREF(dict);
        attr = __Pyx_PyDict_GetItemStr(dict, name);
        if (attr != NULL) {
            Py_INCREF(attr);
            Py_DECREF(dict);
            Py_XDECREF(descr);
            goto try_unpack;
        }
        Py_DECREF(dict);
    }
    if (meth_found) {
        *method = descr;
        return 1;
    }
    if (f != NULL) {
        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
        Py_DECREF(descr);
        goto try_unpack;
    }
    if (descr != NULL) {
        *method = descr;
        return 0;
    }
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(name));
#endif
    return 0;
#else
    attr = __Pyx_PyObject_GetAttrStr(obj, name);
    goto try_unpack;
#endif
try_unpack:
#if CYTHON_UNPACK_METHODS
    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
        PyObject *function = PyMethod_GET_FUNCTION(attr);
        Py_INCREF(function);
        Py_DECREF(attr);
        *method = function;
        return 1;
    }
#endif
    *method = attr;
    return 0;
}

/* PyObjectCallMethod1 */
static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
    PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
    Py_DECREF(method);
    return result;
}
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
    PyObject *method = NULL, *result;
    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
    if (likely(is_method)) {
        result = __Pyx_PyObject_Call2Args(method, obj, arg);
        Py_DECREF(method);
        return result;
    }
    if (unlikely(!method)) return NULL;
    return __Pyx__PyObject_CallMethod1(method, arg);
}

/* CoroutineBase */
#include <structmember.h>
#include <frameobject.h>
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
static int __Pyx_PyGen__FetchStopIterationValue(CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    __Pyx_ErrFetch(&et, &ev, &tb);
    if (!et) {
        Py_XDECREF(tb);
        Py_XDECREF(ev);
        Py_INCREF(Py_None);
        *pvalue = Py_None;
        return 0;
    }
    if (likely(et == PyExc_StopIteration)) {
        if (!ev) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#if PY_VERSION_HEX >= 0x030300A0
        else if (Py_TYPE(ev) == (PyTypeObject*)PyExc_StopIteration) {
            value = ((PyStopIterationObject *)ev)->value;
            Py_INCREF(value);
            Py_DECREF(ev);
        }
#endif
        else if (unlikely(PyTuple_Check(ev))) {
            if (PyTuple_GET_SIZE(ev) >= 1) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                value = PyTuple_GET_ITEM(ev, 0);
                Py_INCREF(value);
#else
                value = PySequence_ITEM(ev, 0);
#endif
            } else {
                Py_INCREF(Py_None);
                value = Py_None;
            }
            Py_DECREF(ev);
        }
        else if (!__Pyx_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration)) {
            value = ev;
        }
        if (likely(value)) {
            Py_XDECREF(tb);
            Py_DECREF(et);
            *pvalue = value;
            return 0;
        }
    } else if (!__Pyx_PyErr_GivenExceptionMatches(et, PyExc_StopIteration)) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    PyErr_NormalizeException(&et, &ev, &tb);
    if (unlikely(!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    Py_XDECREF(tb);
    Py_DECREF(et);
#if PY_VERSION_HEX >= 0x030300A0
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
    Py_DECREF(ev);
#else
    {
        PyObject* args = __Pyx_PyObject_GetAttrStr(ev, __pyx_n_s_args);
        Py_DECREF(ev);
        if (likely(args)) {
            value = PySequence_GetItem(args, 0);
            Py_DECREF(args);
        }
        if (unlikely(!value)) {
            __Pyx_ErrRestore(NULL, NULL, NULL);
            Py_INCREF(Py_None);
            value = Py_None;
        }
    }
#endif
    *pvalue = value;
    return 0;
}
static CYTHON_INLINE
void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *exc_state) {
    PyObject *t, *v, *tb;
    t = exc_state->exc_type;
    v = exc_state->exc_value;
    tb = exc_state->exc_traceback;
    exc_state->exc_type = NULL;
    exc_state->exc_value = NULL;
    exc_state->exc_traceback = NULL;
    Py_XDECREF(t);
    Py_XDECREF(v);
    Py_XDECREF(tb);
}
#define __Pyx_Coroutine_AlreadyRunningError(gen)  (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyRunningError(CYTHON_UNUSED __pyx_CoroutineObject *gen) {
    const char *msg;
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check((PyObject*)gen)) {
        msg = "coroutine already executing";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact((PyObject*)gen)) {
        msg = "async generator already executing";
    #endif
    } else {
        msg = "generator already executing";
    }
    PyErr_SetString(PyExc_ValueError, msg);
}
#define __Pyx_Coroutine_NotStartedError(gen)  (__Pyx__Coroutine_NotStartedError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_NotStartedError(CYTHON_UNUSED PyObject *gen) {
    const char *msg;
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check(gen)) {
        msg = "can't send non-None value to a just-started coroutine";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact(gen)) {
        msg = "can't send non-None value to a just-started async generator";
    #endif
    } else {
        msg = "can't send non-None value to a just-started generator";
    }
    PyErr_SetString(PyExc_TypeError, msg);
}
#define __Pyx_Coroutine_AlreadyTerminatedError(gen, value, closing)  (__Pyx__Coroutine_AlreadyTerminatedError(gen, value, closing), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyTerminatedError(CYTHON_UNUSED PyObject *gen, PyObject *value, CYTHON_UNUSED int closing) {
    #ifdef __Pyx_Coroutine_USED
    if (!closing && __Pyx_Coroutine_Check(gen)) {
        PyErr_SetString(PyExc_RuntimeError, "cannot reuse already awaited coroutine");
    } else
    #endif
    if (value) {
        #ifdef __Pyx_AsyncGen_USED
        if (__Pyx_AsyncGen_CheckExact(gen))
            PyErr_SetNone(__Pyx_PyExc_StopAsyncIteration);
        else
        #endif
        PyErr_SetNone(PyExc_StopIteration);
    }
}
static
PyObject *__Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value, int closing) {
    __Pyx_PyThreadState_declare
    PyThreadState *tstate;
    __Pyx_ExcInfoStruct *exc_state;
    PyObject *retval;
    assert(!self->is_running);
    if (unlikely(self->resume_label == 0)) {
        if (unlikely(value && value != Py_None)) {
            return __Pyx_Coroutine_NotStartedError((PyObject*)self);
        }
    }
    if (unlikely(self->resume_label == -1)) {
        return __Pyx_Coroutine_AlreadyTerminatedError((PyObject*)self, value, closing);
    }
#if CYTHON_FAST_THREAD_STATE
    __Pyx_PyThreadState_assign
    tstate = __pyx_tstate;
#else
    tstate = __Pyx_PyThreadState_Current;
#endif
    exc_state = &self->gi_exc_state;
    if (exc_state->exc_type) {
        #if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
        #else
        if (exc_state->exc_traceback) {
            PyTracebackObject *tb = (PyTracebackObject *) exc_state->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            assert(f->f_back == NULL);
            #if PY_VERSION_HEX >= 0x030B00A1
            f->f_back = PyThreadState_GetFrame(tstate);
            #else
            Py_XINCREF(tstate->frame);
            f->f_back = tstate->frame;
            #endif
        }
        #endif
    }
#if CYTHON_USE_EXC_INFO_STACK
    exc_state->previous_item = tstate->exc_info;
    tstate->exc_info = exc_state;
#else
    if (exc_state->exc_type) {
        __Pyx_ExceptionSwap(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    } else {
        __Pyx_Coroutine_ExceptionClear(exc_state);
        __Pyx_ExceptionSave(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    }
#endif
    self->is_running = 1;
    retval = self->body((PyObject *) self, tstate, value);
    self->is_running = 0;
#if CYTHON_USE_EXC_INFO_STACK
    exc_state = &self->gi_exc_state;
    tstate->exc_info = exc_state->previous_item;
    exc_state->previous_item = NULL;
    __Pyx_Coroutine_ResetFrameBackpointer(exc_state);
#endif
    return retval;
}
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state) {
    PyObject *exc_tb = exc_state->exc_traceback;
    if (likely(exc_tb)) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
#else
        PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
        PyFrameObject *f = tb->tb_frame;
        Py_CLEAR(f->f_back);
#endif
    }
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_MethodReturn(CYTHON_UNUSED PyObject* gen, PyObject *retval) {
    if (unlikely(!retval)) {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        if (!__Pyx_PyErr_Occurred()) {
            PyObject *exc = PyExc_StopIteration;
            #ifdef __Pyx_AsyncGen_USED
            if (__Pyx_AsyncGen_CheckExact(gen))
                exc = __Pyx_PyExc_StopAsyncIteration;
            #endif
            __Pyx_PyErr_SetNone(exc);
        }
    }
    return retval;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
static CYTHON_INLINE
PyObject *__Pyx_PyGen_Send(PyGenObject *gen, PyObject *arg) {
#if PY_VERSION_HEX <= 0x030A00A1
    return _PyGen_Send(gen, arg);
#else
    PyObject *result;
    if (PyIter_Send((PyObject*)gen, arg ? arg : Py_None, &result) == PYGEN_RETURN) {
        if (PyAsyncGen_CheckExact(gen)) {
            assert(result == Py_None);
            PyErr_SetNone(PyExc_StopAsyncIteration);
        }
        else if (result == Py_None) {
            PyErr_SetNone(PyExc_StopIteration);
        }
        else {
            _PyGen_SetStopIterationValue(result);
        }
        Py_CLEAR(result);
    }
    return result;
#endif
}
#endif
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen) {
    PyObject *ret;
    PyObject *val = NULL;
    __Pyx_Coroutine_Undelegate(gen);
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, &val);
    ret = __Pyx_Coroutine_SendEx(gen, val, 0);
    Py_XDECREF(val);
    return ret;
}
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) {
    PyObject *retval;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_AsyncGen_USED
        if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
            ret = __Pyx_async_gen_asend_send(yf, value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03050000 && defined(PyCoro_CheckExact) && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyCoro_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        {
            if (value == Py_None)
                ret = Py_TYPE(yf)->tp_iternext(yf);
            else
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value);
        }
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        retval = __Pyx_Coroutine_FinishDelegation(gen);
    } else {
        retval = __Pyx_Coroutine_SendEx(gen, value, 0);
    }
    return __Pyx_Coroutine_MethodReturn(self, retval);
}
static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) {
    PyObject *retval = NULL;
    int err = 0;
    #ifdef __Pyx_Generator_USED
    if (__Pyx_Generator_CheckExact(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_Check(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    if (__Pyx_CoroutineAwait_CheckExact(yf)) {
        retval = __Pyx_CoroutineAwait_Close((__pyx_CoroutineAwaitObject*)yf, NULL);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_AsyncGen_USED
    if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
        retval = __Pyx_async_gen_asend_close(yf, NULL);
    } else
    if (__pyx_PyAsyncGenAThrow_CheckExact(yf)) {
        retval = __Pyx_async_gen_athrow_close(yf, NULL);
    } else
    #endif
    {
        PyObject *meth;
        gen->is_running = 1;
        meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                PyErr_WriteUnraisable(yf);
            }
            PyErr_Clear();
        } else {
            retval = PyObject_CallFunction(meth, NULL);
            Py_DECREF(meth);
            if (!retval)
                err = -1;
        }
        gen->is_running = 0;
    }
    Py_XDECREF(retval);
    return err;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Next(yf);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, NULL);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, Py_None);
        } else
        #endif
            ret = Py_TYPE(yf)->tp_iternext(yf);
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Coroutine_FinishDelegation(gen);
    }
    return __Pyx_Coroutine_SendEx(gen, Py_None, 0);
}
static PyObject *__Pyx_Coroutine_Close_Method(PyObject *self, CYTHON_UNUSED PyObject *arg) {
    return __Pyx_Coroutine_Close(self);
}
static PyObject *__Pyx_Coroutine_Close(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *retval, *raised_exception;
    PyObject *yf = gen->yieldfrom;
    int err = 0;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        Py_INCREF(yf);
        err = __Pyx_Coroutine_CloseIter(gen, yf);
        __Pyx_Coroutine_Undelegate(gen);
        Py_DECREF(yf);
    }
    if (err == 0)
        PyErr_SetNone(PyExc_GeneratorExit);
    retval = __Pyx_Coroutine_SendEx(gen, NULL, 1);
    if (unlikely(retval)) {
        const char *msg;
        Py_DECREF(retval);
        if ((0)) {
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_Coroutine_Check(self)) {
            msg = "coroutine ignored GeneratorExit";
        #endif
        #ifdef __Pyx_AsyncGen_USED
        } else if (__Pyx_AsyncGen_CheckExact(self)) {
#if PY_VERSION_HEX < 0x03060000
            msg = "async generator ignored GeneratorExit - might require Python 3.6+ finalisation (PEP 525)";
#else
            msg = "async generator ignored GeneratorExit";
#endif
        #endif
        } else {
            msg = "generator ignored GeneratorExit";
        }
        PyErr_SetString(PyExc_RuntimeError, msg);
        return NULL;
    }
    raised_exception = PyErr_Occurred();
    if (likely(!raised_exception || __Pyx_PyErr_GivenExceptionMatches2(raised_exception, PyExc_GeneratorExit, PyExc_StopIteration))) {
        if (raised_exception) PyErr_Clear();
        Py_INCREF(Py_None);
        return Py_None;
    }
    return NULL;
}
static PyObject *__Pyx__Coroutine_Throw(PyObject *self, PyObject *typ, PyObject *val, PyObject *tb,
                                        PyObject *args, int close_on_genexit) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        Py_INCREF(yf);
        if (__Pyx_PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit) && close_on_genexit) {
            int err = __Pyx_Coroutine_CloseIter(gen, yf);
            Py_DECREF(yf);
            __Pyx_Coroutine_Undelegate(gen);
            if (err < 0)
                return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
            goto throw_here;
        }
        gen->is_running = 1;
        if (0
        #ifdef __Pyx_Generator_USED
            || __Pyx_Generator_CheckExact(yf)
        #endif
        #ifdef __Pyx_Coroutine_USED
            || __Pyx_Coroutine_Check(yf)
        #endif
            ) {
            ret = __Pyx__Coroutine_Throw(yf, typ, val, tb, args, close_on_genexit);
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_CoroutineAwait_CheckExact(yf)) {
            ret = __Pyx__Coroutine_Throw(((__pyx_CoroutineAwaitObject*)yf)->coroutine, typ, val, tb, args, close_on_genexit);
        #endif
        } else {
            PyObject *meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                    gen->is_running = 0;
                    return NULL;
                }
                PyErr_Clear();
                __Pyx_Coroutine_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            if (likely(args)) {
                ret = PyObject_CallObject(meth, args);
            } else {
                ret = PyObject_CallFunctionObjArgs(meth, typ, val, tb, NULL);
            }
            Py_DECREF(meth);
        }
        gen->is_running = 0;
        Py_DECREF(yf);
        if (!ret) {
            ret = __Pyx_Coroutine_FinishDelegation(gen);
        }
        return __Pyx_Coroutine_MethodReturn(self, ret);
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
    return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
}
static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) {
    PyObject *typ;
    PyObject *val = NULL;
    PyObject *tb = NULL;
    if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
        return NULL;
    return __Pyx__Coroutine_Throw(self, typ, val, tb, args, 1);
}
static CYTHON_INLINE int __Pyx_Coroutine_traverse_excstate(__Pyx_ExcInfoStruct *exc_state, visitproc visit, void *arg) {
    Py_VISIT(exc_state->exc_type);
    Py_VISIT(exc_state->exc_value);
    Py_VISIT(exc_state->exc_traceback);
    return 0;
}
static int __Pyx_Coroutine_traverse(__pyx_CoroutineObject *gen, visitproc visit, void *arg) {
    Py_VISIT(gen->closure);
    Py_VISIT(gen->classobj);
    Py_VISIT(gen->yieldfrom);
    return __Pyx_Coroutine_traverse_excstate(&gen->gi_exc_state, visit, arg);
}
static int __Pyx_Coroutine_clear(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    Py_CLEAR(gen->closure);
    Py_CLEAR(gen->classobj);
    Py_CLEAR(gen->yieldfrom);
    __Pyx_Coroutine_ExceptionClear(&gen->gi_exc_state);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        Py_CLEAR(((__pyx_PyAsyncGenObject*)gen)->ag_finalizer);
    }
#endif
    Py_CLEAR(gen->gi_code);
    Py_CLEAR(gen->gi_frame);
    Py_CLEAR(gen->gi_name);
    Py_CLEAR(gen->gi_qualname);
    Py_CLEAR(gen->gi_modulename);
    return 0;
}
static void __Pyx_Coroutine_dealloc(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject_GC_UnTrack(gen);
    if (gen->gi_weakreflist != NULL)
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label >= 0) {
        PyObject_GC_Track(self);
#if PY_VERSION_HEX >= 0x030400a1 && CYTHON_USE_TP_FINALIZE
        if (PyObject_CallFinalizerFromDealloc(self))
#else
        Py_TYPE(gen)->tp_del(self);
        if (Py_REFCNT(self) > 0)
#endif
        {
            return;
        }
        PyObject_GC_UnTrack(self);
    }
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        /* We have to handle this case for asynchronous generators
           right here, because this code has to be between UNTRACK
           and GC_Del. */
        Py_CLEAR(((__pyx_PyAsyncGenObject*)self)->ag_finalizer);
    }
#endif
    __Pyx_Coroutine_clear(self);
    PyObject_GC_Del(gen);
}
static void __Pyx_Coroutine_del(PyObject *self) {
    PyObject *error_type, *error_value, *error_traceback;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    __Pyx_PyThreadState_declare
    if (gen->resume_label < 0) {
        return;
    }
#if !CYTHON_USE_TP_FINALIZE
    assert(self->ob_refcnt == 0);
    __Pyx_SET_REFCNT(self, 1);
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        __pyx_PyAsyncGenObject *agen = (__pyx_PyAsyncGenObject*)self;
        PyObject *finalizer = agen->ag_finalizer;
        if (finalizer && !agen->ag_closed) {
            PyObject *res = __Pyx_PyObject_CallOneArg(finalizer, self);
            if (unlikely(!res)) {
                PyErr_WriteUnraisable(self);
            } else {
                Py_DECREF(res);
            }
            __Pyx_ErrRestore(error_type, error_value, error_traceback);
            return;
        }
    }
#endif
    if (unlikely(gen->resume_label == 0 && !error_value)) {
#ifdef __Pyx_Coroutine_USED
#ifdef __Pyx_Generator_USED
    if (!__Pyx_Generator_CheckExact(self))
#endif
        {
        PyObject_GC_UnTrack(self);
#if PY_MAJOR_VERSION >= 3  || defined(PyErr_WarnFormat)
        if (unlikely(PyErr_WarnFormat(PyExc_RuntimeWarning, 1, "coroutine '%.50S' was never awaited", gen->gi_qualname) < 0))
            PyErr_WriteUnraisable(self);
#else
        {PyObject *msg;
        char *cmsg;
        #if CYTHON_COMPILING_IN_PYPY
        msg = NULL;
        cmsg = (char*) "coroutine was never awaited";
        #else
        char *cname;
        PyObject *qualname;
        qualname = gen->gi_qualname;
        cname = PyString_AS_STRING(qualname);
        msg = PyString_FromFormat("coroutine '%.50s' was never awaited", cname);
        if (unlikely(!msg)) {
            PyErr_Clear();
            cmsg = (char*) "coroutine was never awaited";
        } else {
            cmsg = PyString_AS_STRING(msg);
        }
        #endif
        if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, cmsg, 1) < 0))
            PyErr_WriteUnraisable(self);
        Py_XDECREF(msg);}
#endif
        PyObject_GC_Track(self);
        }
#endif
    } else {
        PyObject *res = __Pyx_Coroutine_Close(self);
        if (unlikely(!res)) {
            if (PyErr_Occurred())
                PyErr_WriteUnraisable(self);
        } else {
            Py_DECREF(res);
        }
    }
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
#if !CYTHON_USE_TP_FINALIZE
    assert(Py_REFCNT(self) > 0);
    if (--self->ob_refcnt == 0) {
        return;
    }
    {
        Py_ssize_t refcnt = Py_REFCNT(self);
        _Py_NewReference(self);
        __Pyx_SET_REFCNT(self, refcnt);
    }
#if CYTHON_COMPILING_IN_CPYTHON
    assert(PyType_IS_GC(Py_TYPE(self)) &&
           _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
    _Py_DEC_REFTOTAL;
#endif
#ifdef COUNT_ALLOCS
    --Py_TYPE(self)->tp_frees;
    --Py_TYPE(self)->tp_allocs;
#endif
#endif
}
static PyObject *
__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *name = self->gi_name;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_name;
    Py_INCREF(value);
    self->gi_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *name = self->gi_qualname;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_qualname;
    Py_INCREF(value);
    self->gi_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *frame = self->gi_frame;
    if (!frame) {
        if (unlikely(!self->gi_code)) {
            Py_RETURN_NONE;
        }
        frame = (PyObject *) PyFrame_New(
            PyThreadState_Get(),            /*PyThreadState *tstate,*/
            (PyCodeObject*) self->gi_code,  /*PyCodeObject *code,*/
            __pyx_d,                 /*PyObject *globals,*/
            0                               /*PyObject *locals*/
        );
        if (unlikely(!frame))
            return NULL;
        self->gi_frame = frame;
    }
    Py_INCREF(frame);
    return frame;
}
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
            PyTypeObject* type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    __pyx_CoroutineObject *gen = PyObject_GC_New(__pyx_CoroutineObject, type);
    if (unlikely(!gen))
        return NULL;
    return __Pyx__Coroutine_NewInit(gen, body, code, closure, name, qualname, module_name);
}
static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit(
            __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    gen->body = body;
    gen->closure = closure;
    Py_XINCREF(closure);
    gen->is_running = 0;
    gen->resume_label = 0;
    gen->classobj = NULL;
    gen->yieldfrom = NULL;
    gen->gi_exc_state.exc_type = NULL;
    gen->gi_exc_state.exc_value = NULL;
    gen->gi_exc_state.exc_traceback = NULL;
#if CYTHON_USE_EXC_INFO_STACK
    gen->gi_exc_state.previous_item = NULL;
#endif
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    Py_XINCREF(module_name);
    gen->gi_modulename = module_name;
    Py_XINCREF(code);
    gen->gi_code = code;
    gen->gi_frame = NULL;
    PyObject_GC_Track(gen);
    return gen;
}

/* 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

/* PatchModuleWithCoroutine */
static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    int result;
    PyObject *globals, *result_obj;
    globals = PyDict_New();  if (unlikely(!globals)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_coroutine_type",
    #ifdef __Pyx_Coroutine_USED
        (PyObject*)__pyx_CoroutineType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_generator_type",
    #ifdef __Pyx_Generator_USED
        (PyObject*)__pyx_GeneratorType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "_module", module) < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "__builtins__", __pyx_b) < 0)) goto ignore;
    result_obj = PyRun_String(py_code, Py_file_input, globals, globals);
    if (unlikely(!result_obj)) goto ignore;
    Py_DECREF(result_obj);
    Py_DECREF(globals);
    return module;
ignore:
    Py_XDECREF(globals);
    PyErr_WriteUnraisable(module);
    if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, "Cython module failed to patch module with custom type", 1) < 0)) {
        Py_DECREF(module);
        module = NULL;
    }
#else
    py_code++;
#endif
    return module;
}

/* PatchGeneratorABC */
#ifndef CYTHON_REGISTER_ABCS
#define CYTHON_REGISTER_ABCS 1
#endif
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
static PyObject* __Pyx_patch_abc_module(PyObject *module);
static PyObject* __Pyx_patch_abc_module(PyObject *module) {
    module = __Pyx_Coroutine_patch_module(
        module, ""
"if _cython_generator_type is not None:\n"
"    try: Generator = _module.Generator\n"
"    except AttributeError: pass\n"
"    else: Generator.register(_cython_generator_type)\n"
"if _cython_coroutine_type is not None:\n"
"    try: Coroutine = _module.Coroutine\n"
"    except AttributeError: pass\n"
"    else: Coroutine.register(_cython_coroutine_type)\n"
    );
    return module;
}
#endif
static int __Pyx_patch_abc(void) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    static int abc_patched = 0;
    if (CYTHON_REGISTER_ABCS && !abc_patched) {
        PyObject *module;
        module = PyImport_ImportModule((PY_MAJOR_VERSION >= 3) ? "collections.abc" : "collections");
        if (!module) {
            PyErr_WriteUnraisable(NULL);
            if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning,
                    ((PY_MAJOR_VERSION >= 3) ?
                        "Cython module failed to register with collections.abc module" :
                        "Cython module failed to register with collections module"), 1) < 0)) {
                return -1;
            }
        } else {
            module = __Pyx_patch_abc_module(module);
            abc_patched = 1;
            if (unlikely(!module))
                return -1;
            Py_DECREF(module);
        }
        module = PyImport_ImportModule("backports_abc");
        if (module) {
            module = __Pyx_patch_abc_module(module);
            Py_XDECREF(module);
        }
        if (!module) {
            PyErr_Clear();
        }
    }
#else
    if ((0)) __Pyx_Coroutine_patch_module(NULL, NULL);
#endif
    return 0;
}

/* Generator */
static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O,
     (char*) PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")},
    {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS,
     (char*) PyDoc_STR("throw(typ[,val[,tb]]) -> raise exception in generator,\nreturn next yielded value or raise StopIteration.")},
    {"close", (PyCFunction) __Pyx_Coroutine_Close_Method, METH_NOARGS,
     (char*) PyDoc_STR("close() -> raise GeneratorExit inside generator.")},
    {0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {(char *) "gi_running", T_BOOL, offsetof(__pyx_CoroutineObject, is_running), READONLY, NULL},
    {(char*) "gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY,
     (char*) PyDoc_STR("object being iterated by 'yield from', or None")},
    {(char*) "gi_code", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_code), READONLY, NULL},
    {0, 0, 0, 0, 0}
};
static PyGetSetDef __pyx_Generator_getsets[] = {
    {(char *) "__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name,
     (char*) PyDoc_STR("name of the generator"), 0},
    {(char *) "__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname,
     (char*) PyDoc_STR("qualified name of the generator"), 0},
    {(char *) "gi_frame", (getter)__Pyx_Coroutine_get_frame, NULL,
     (char*) PyDoc_STR("Frame of the generator"), 0},
    {0, 0, 0, 0, 0}
};
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "generator",
    sizeof(__pyx_CoroutineObject),
    0,
    (destructor) __Pyx_Coroutine_dealloc,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    0,
    (traverseproc) __Pyx_Coroutine_traverse,
    0,
    0,
    offsetof(__pyx_CoroutineObject, gi_weakreflist),
    0,
    (iternextfunc) __Pyx_Generator_Next,
    __pyx_Generator_methods,
    __pyx_Generator_memberlist,
    __pyx_Generator_getsets,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if CYTHON_USE_TP_FINALIZE
    0,
#else
    __Pyx_Coroutine_del,
#endif
    0,
#if CYTHON_USE_TP_FINALIZE
    __Pyx_Coroutine_del,
#elif PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
    0,
#endif
};
static int __pyx_Generator_init(void) {
    __pyx_GeneratorType_type.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
    if (unlikely(!__pyx_GeneratorType)) {
        return -1;
    }
    return 0;
}

/* GeneratorYieldFrom */
static void __PyxPyIter_CheckErrorAndDecref(PyObject *source) {
    PyErr_Format(PyExc_TypeError,
                 "iter() returned non-iterator of type '%.100s'",
                 Py_TYPE(source)->tp_name);
    Py_DECREF(source);
}
static CYTHON_INLINE PyObject* __Pyx_Generator_Yield_From(__pyx_CoroutineObject *gen, PyObject *source) {
    PyObject *source_gen, *retval;
#ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_Check(source)) {
        Py_INCREF(source);
        source_gen = source;
        retval = __Pyx_Generator_Next(source);
    } else
#endif
    {
#if CYTHON_USE_TYPE_SLOTS
        if (likely(Py_TYPE(source)->tp_iter)) {
            source_gen = Py_TYPE(source)->tp_iter(source);
            if (unlikely(!source_gen))
                return NULL;
            if (unlikely(!PyIter_Check(source_gen))) {
                __PyxPyIter_CheckErrorAndDecref(source_gen);
                return NULL;
            }
        } else
#endif
        {
            source_gen = PyObject_GetIter(source);
            if (unlikely(!source_gen))
                return NULL;
        }
#if CYTHON_USE_TYPE_SLOTS
        retval = Py_TYPE(source_gen)->tp_iternext(source_gen);
#else
        retval = PyIter_Next(source_gen);
#endif
    }
    if (likely(retval)) {
        gen->yieldfrom = source_gen;
        return retval;
    }
    Py_DECREF(source_gen);
    return NULL;
}

/* 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

/* None */
static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

/* PyIntCompare */
static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
    if (op1 == op2) {
        Py_RETURN_TRUE;
    }
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
        if (a == b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        int unequal;
        unsigned long uintval;
        Py_ssize_t size = Py_SIZE(op1);
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        if (intval == 0) {
            if (size == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
        } else if (intval < 0) {
            if (size >= 0)
                Py_RETURN_FALSE;
            intval = -intval;
            size = -size;
        } else {
            if (size <= 0)
                Py_RETURN_FALSE;
        }
        uintval = (unsigned long) intval;
#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 4)) {
            unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 3)) {
            unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 2)) {
            unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 1)) {
            unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
            unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
        if (unequal == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
        if ((double)a == (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    return (
        PyObject_RichCompare(op1, op2, Py_EQ));
}

/* WriteUnraisableException */
static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
                                  int full_traceback, CYTHON_UNUSED int nogil) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_PyThreadState_declare
#ifdef WITH_THREAD
    PyGILState_STATE state;
    if (nogil)
        state = PyGILState_Ensure();
#ifdef _MSC_VER
    else state = (PyGILState_STATE)-1;
#endif
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
    if (full_traceback) {
        Py_XINCREF(old_exc);
        Py_XINCREF(old_val);
        Py_XINCREF(old_tb);
        __Pyx_ErrRestore(old_exc, old_val, old_tb);
        PyErr_PrintEx(1);
    }
    #if PY_MAJOR_VERSION < 3
    ctx = PyString_FromString(name);
    #else
    ctx = PyUnicode_FromString(name);
    #endif
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
#ifdef WITH_THREAD
    if (nogil)
        PyGILState_Release(state);
#endif
}

/* 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");
}

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

/* 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

/* MemviewSliceInit */
static int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
                        int ndim,
                        __Pyx_memviewslice *memviewslice,
                        int memview_is_new_reference)
{
    __Pyx_RefNannyDeclarations
    int i, retval=-1;
    Py_buffer *buf = &memview->view;
    __Pyx_RefNannySetupContext("init_memviewslice", 0);
    if (unlikely(memviewslice->memview || memviewslice->data)) {
        PyErr_SetString(PyExc_ValueError,
            "memviewslice is already initialized!");
        goto fail;
    }
    if (buf->strides) {
        for (i = 0; i < ndim; i++) {
            memviewslice->strides[i] = buf->strides[i];
        }
    } else {
        Py_ssize_t stride = buf->itemsize;
        for (i = ndim - 1; i >= 0; i--) {
            memviewslice->strides[i] = stride;
            stride *= buf->shape[i];
        }
    }
    for (i = 0; i < ndim; i++) {
        memviewslice->shape[i]   = buf->shape[i];
        if (buf->suboffsets) {
            memviewslice->suboffsets[i] = buf->suboffsets[i];
        } else {
            memviewslice->suboffsets[i] = -1;
        }
    }
    memviewslice->memview = memview;
    memviewslice->data = (char *)buf->buf;
    if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
        Py_INCREF(memview);
    }
    retval = 0;
    goto no_fail;
fail:
    memviewslice->memview = 0;
    memviewslice->data = 0;
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}
#ifndef Py_NO_RETURN
#define Py_NO_RETURN
#endif
static void __pyx_fatalerror(const char *fmt, ...) Py_NO_RETURN {
    va_list vargs;
    char msg[200];
#if PY_VERSION_HEX >= 0x030A0000 || defined(HAVE_STDARG_PROTOTYPES)
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    va_end(vargs);
    Py_FatalError(msg);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)++;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE int
__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)--;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE void
__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno)
{
    int first_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (unlikely(!memview || (PyObject *) memview == Py_None))
        return;
    if (unlikely(__pyx_get_slice_count(memview) < 0))
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    first_time = __pyx_add_acquisition_count(memview) == 0;
    if (unlikely(first_time)) {
        if (have_gil) {
            Py_INCREF((PyObject *) memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_INCREF((PyObject *) memview);
            PyGILState_Release(_gilstate);
        }
    }
}
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice,
                                             int have_gil, int lineno) {
    int last_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (unlikely(!memview || (PyObject *) memview == Py_None)) {
        memslice->memview = NULL;
        return;
    }
    if (unlikely(__pyx_get_slice_count(memview) <= 0))
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    last_time = __pyx_sub_acquisition_count(memview) == 1;
    memslice->data = NULL;
    if (unlikely(last_time)) {
        if (have_gil) {
            Py_CLEAR(memslice->memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_CLEAR(memslice->memview);
            PyGILState_Release(_gilstate);
        }
    } else {
        memslice->memview = NULL;
    }
}

/* PyIntBinop */
#if !CYTHON_COMPILING_IN_PYPY
#if PY_MAJOR_VERSION < 3 || CYTHON_USE_PYLONG_INTERNALS
#define __Pyx_PyInt_FloorDivideObjC_ZeroDivisionError(operand)\
    if (unlikely(zerodivision_check && ((operand) == 0))) {\
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division by zero");\
        return NULL;\
    }
#endif
static PyObject* __Pyx_PyInt_FloorDivideObjC(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);
            __Pyx_PyInt_FloorDivideObjC_ZeroDivisionError(b)
            if (unlikely(b == -1 && ((unsigned long)a) == 0-(unsigned long)a))
                return PyInt_Type.tp_as_number->nb_floor_divide(op1, op2);
            else {
                long q, r;
                q = a / b;
                r = a - q*b;
                q -= ((r != 0) & ((r ^ b) < 0));
                x = q;
            }
            return PyInt_FromLong(x);
    }
    #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_floor_divide(op1, op2);
            }
        }
                __Pyx_PyInt_FloorDivideObjC_ZeroDivisionError(b)
                {
                    long q, r;
                    q = a / b;
                    r = a - q*b;
                    q -= ((r != 0) & ((r ^ b) < 0));
                    x = q;
                }
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                {
                    PY_LONG_LONG q, r;
                    q = lla / llb;
                    r = lla - q*llb;
                    q -= ((r != 0) & ((r ^ llb) < 0));
                    llx = q;
                }
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    return (inplace ? PyNumber_InPlaceFloorDivide : PyNumber_FloorDivide)(op1, op2);
}
#endif

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

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

/* HasAttr */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        PyErr_Clear();
        return 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}

/* 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;
    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

/* 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;
}

/* GetAttr3 */
static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
}

/* 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;
}

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

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

/* 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

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

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

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

/* 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

/* TypeImport */
#ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name,
    size_t size, enum __Pyx_ImportType_CheckSize check_size)
{
    PyObject *result = 0;
    char warning[200];
    Py_ssize_t basicsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
#endif
    result = PyObject_GetAttrString(module, class_name);
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s.%.200s is not a type object",
            module_name, class_name);
        goto bad;
    }
#ifndef Py_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
#else
    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
    if (!py_basicsize)
        goto bad;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = 0;
    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if ((size_t)basicsize < size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        goto bad;
    }
    if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        goto bad;
    }
    else if (check_size == __Pyx_ImportType_CheckSize_Warn && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(result);
    return NULL;
}
#endif

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

/* PyObjectGetAttrStrNoError */
static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        __Pyx_PyErr_Clear();
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
    }
#endif
    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
    if (unlikely(!result)) {
        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
    }
    return result;
}

/* SetupReduce */
static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name_2);
  if (likely(name_attr)) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (unlikely(ret < 0)) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject *object_reduce = NULL;
    PyObject *object_getstate = NULL;
    PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
    PyObject *getstate = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate);
#else
    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate);
    if (!getstate && PyErr_Occurred()) {
        goto __PYX_BAD;
    }
#endif
    if (getstate) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate);
#else
        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate);
        if (!object_getstate && PyErr_Occurred()) {
            goto __PYX_BAD;
        }
#endif
        if (object_getstate != getstate) {
            goto __PYX_GOOD;
        }
    }
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
            if (likely(reduce_cython)) {
                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
            } else if (reduce == object_reduce || PyErr_Occurred()) {
                goto __PYX_BAD;
            }
            setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
                if (likely(setstate_cython)) {
                    ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                    ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                } else if (!setstate || PyErr_Occurred()) {
                    goto __PYX_BAD;
                }
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto __PYX_GOOD;
__PYX_BAD:
    if (!PyErr_Occurred())
        PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
    ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
    Py_XDECREF(object_getstate);
    Py_XDECREF(getstate);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* GetVTable */
static void* __Pyx_GetVtable(PyObject *dict) {
    void* ptr;
    PyObject *ob = PyObject_GetItem(dict, __pyx_n_s_pyx_vtable);
    if (!ob)
        goto bad;
#if PY_VERSION_HEX >= 0x02070000
    ptr = PyCapsule_GetPointer(ob, 0);
#else
    ptr = PyCObject_AsVoidPtr(ob);
#endif
    if (!ptr && !PyErr_Occurred())
        PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type");
    Py_DECREF(ob);
    return ptr;
bad:
    Py_XDECREF(ob);
    return NULL;
}

/* CLineInTraceback */
#ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
    PyObject *use_cline;
    PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject **cython_runtime_dict;
#endif
    if (unlikely(!__pyx_cython_runtime)) {
        return c_line;
    }
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
            use_cline, *cython_runtime_dict,
            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
    } else
#endif
    {
      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
      if (use_cline_obj) {
        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
        Py_DECREF(use_cline_obj);
      } else {
        PyErr_Clear();
        use_cline = NULL;
      }
    }
    if (!use_cline) {
        c_line = 0;
        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
    }
    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
        c_line = 0;
    }
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

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

/* AddTraceback */
#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = NULL;
    PyObject *py_funcname = NULL;
    #if PY_MAJOR_VERSION < 3
    PyObject *py_srcfile = NULL;
    py_srcfile = PyString_FromString(filename);
    if (!py_srcfile) goto bad;
    #endif
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        funcname = PyUnicode_AsUTF8(py_funcname);
        if (!funcname) goto bad;
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        if (!py_funcname) goto bad;
        #endif
    }
    #if PY_MAJOR_VERSION < 3
    py_code = __Pyx_PyCode_New(
        0,
        0,
        0,
        0,
        0,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    #else
    py_code = PyCode_NewEmpty(filename, funcname, py_line);
    #endif
    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
    return py_code;
bad:
    Py_XDECREF(py_funcname);
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_srcfile);
    #endif
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject *ptype, *pvalue, *ptraceback;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(tstate, c_line);
    }
    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!py_code) {
        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) {
            /* If the code object creation fails, then we should clear the
               fetched exception references and propagate the new exception */
            Py_XDECREF(ptype);
            Py_XDECREF(pvalue);
            Py_XDECREF(ptraceback);
            goto bad;
        }
        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*PyThreadState *tstate,*/
        py_code,           /*PyCodeObject *code,*/
        __pyx_d,    /*PyObject *globals,*/
        0                  /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
        if (__Pyx_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
        if (__Pyx_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
    if ((0)) {}
    view->obj = NULL;
    Py_DECREF(obj);
}
#endif


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

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

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

/* 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;\
    }

/* IsLittleEndian */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void)
{
  union {
    uint32_t u32;
    uint8_t u8[4];
  } S;
  S.u32 = 0x01020304;
  return S.u8[0] == 4;
}

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

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

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

/* ObjectToMemviewSlice */
  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_dc_float(PyObject *obj, int writable_flag) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG,
                                                 (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 2,
                                                 &__Pyx_TypeInfo_float, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

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

/* Arithmetic */
  #if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabsf(b.real) >= fabsf(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                float r = b.imag / b.real;
                float s = (float)(1.0) / (b.real + b.imag * r);
                return __pyx_t_float_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            float r = b.real / b.imag;
            float s = (float)(1.0) / (b.imag + b.real * r);
            return __pyx_t_float_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            float denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_float_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_float(a, a);
                    case 3:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, a);
                    case 4:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if (b.imag == 0) {
                    z.real = powf(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2f(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_float(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

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

/* Arithmetic */
  #if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabs(b.real) >= fabs(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                double r = b.imag / b.real;
                double s = (double)(1.0) / (b.real + b.imag * r);
                return __pyx_t_double_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            double r = b.real / b.imag;
            double s = (double)(1.0) / (b.imag + b.real * r);
            return __pyx_t_double_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            double denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_double_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_double(a, a);
                    case 3:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, a);
                    case 4:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if (b.imag == 0) {
                    z.real = pow(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_double(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

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

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

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

/* 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);
    }
}

/* 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_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 size_t __Pyx_PyInt_As_size_t(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const size_t neg_one = (size_t) -1, const_zero = (size_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(size_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (size_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 (size_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(size_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) >= 2 * PyLong_SHIFT) {
                            return (size_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) >= 3 * PyLong_SHIFT) {
                            return (size_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(size_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_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(size_t) >= 4 * PyLong_SHIFT) {
                            return (size_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
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (size_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(size_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_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 (size_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(size_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(size_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
                            return (size_t) (((size_t)-1)*(((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(size_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
                            return (size_t) ((((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(size_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
                            return (size_t) (((size_t)-1)*(((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(size_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
                            return (size_t) ((((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(size_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_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(size_t) - 1 > 4 * PyLong_SHIFT) {
                            return (size_t) (((size_t)-1)*(((((((((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(size_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(size_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(size_t) - 1 > 4 * PyLong_SHIFT) {
                            return (size_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
            if (sizeof(size_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(size_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(size_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
            size_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 (size_t) -1;
        }
    } else {
        size_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (size_t) -1;
        val = __Pyx_PyInt_As_size_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to size_t");
    return (size_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to size_t");
    return (size_t) -1;
}

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

/* CheckBinaryVersion */
  static int __Pyx_check_binary_version(void) {
    char ctversion[5];
    int same=1, i, found_dot;
    const char* rt_from_call = Py_GetVersion();
    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    found_dot = 0;
    for (i = 0; i < 4; i++) {
        if (!ctversion[i]) {
            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
            break;
        }
        if (rt_from_call[i] != ctversion[i]) {
            same = 0;
            break;
        }
    }
    if (!same) {
        char rtversion[5] = {'\0'};
        char message[200];
        for (i=0; i<4; ++i) {
            if (rt_from_call[i] == '.') {
                if (found_dot) break;
                found_dot = 1;
            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
                break;
            }
            rtversion[i] = rt_from_call[i];
        }
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        return PyErr_WarnEx(NULL, message, 1);
    }
    return 0;
}

/* VoidPtrImport */
  #ifndef __PYX_HAVE_RT_ImportVoidPtr
#define __PYX_HAVE_RT_ImportVoidPtr
static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, name);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C variable %.200s",
                PyModule_GetName(module), name);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    *p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, desc);
        goto bad;
    }
    *p = PyCObject_AsVoidPtr(cobj);}
#endif
    if (!(*p))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* FunctionImport */
  #ifndef __PYX_HAVE_RT_ImportFunction
#define __PYX_HAVE_RT_ImportFunction
static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, funcname);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C function %.200s",
                PyModule_GetName(module), funcname);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    tmp.p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, desc);
        goto bad;
    }
    tmp.p = PyCObject_AsVoidPtr(cobj);}
#endif
    *f = tmp.fp;
    if (!(*f))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

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

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    char* defenc_c;
    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
    if (!defenc) return NULL;
    defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    {
        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
        char* c;
        for (c = defenc_c; c < end; c++) {
            if ((unsigned char) (*c) >= 128) {
                PyUnicode_AsASCIIString(o);
                return NULL;
            }
        }
    }
#endif
    *length = PyBytes_GET_SIZE(defenc);
    return defenc_c;
}
#else
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(PyUnicode_IS_ASCII(o))) {
        *length = PyUnicode_GET_LENGTH(o);
        return PyUnicode_AsUTF8(o);
    } else {
        PyUnicode_AsASCIIString(o);
        return NULL;
    }
#else
    return PyUnicode_AsUTF8AndSize(o, length);
#endif
}
#endif
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
    int retval;
    if (unlikely(!x)) return -1;
    retval = __Pyx_PyObject_IsTrue(x);
    Py_DECREF(x);
    return retval;
}
static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
#if PY_MAJOR_VERSION >= 3
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type %.200s).  "
                "The ability to return an instance of a strict subclass of int "
                "is deprecated, and may be removed in a future version of Python.",
                Py_TYPE(result)->tp_name)) {
            Py_DECREF(result);
            return NULL;
        }
        return result;
    }
#endif
    PyErr_Format(PyExc_TypeError,
                 "__%.4s__ returned non-%.4s (type %.200s)",
                 type_name, type_name, Py_TYPE(result)->tp_name);
    Py_DECREF(result);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_Check(x) || PyLong_Check(x)))
#else
  if (likely(PyLong_Check(x)))
#endif
    return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
  m = Py_TYPE(x)->tp_as_number;
  #if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = m->nb_int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = m->nb_long(x);
  }
  #else
  if (likely(m && m->nb_int)) {
    name = "int";
    res = m->nb_int(x);
  }
  #endif
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
    res = PyNumber_Int(x);
  }
#endif
  if (likely(res)) {
#if PY_MAJOR_VERSION < 3
    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
#else
    if (unlikely(!PyLong_CheckExact(res))) {
#endif
        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b))) {
    if (sizeof(Py_ssize_t) >= sizeof(long))
        return PyInt_AS_LONG(b);
    else
        return PyInt_AsSsize_t(b);
  }
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    const digit* digits = ((PyLongObject*)b)->ob_digit;
    const Py_ssize_t size = Py_SIZE(b);
    if (likely(__Pyx_sst_abs(size) <= 1)) {
        ival = likely(size) ? digits[0] : 0;
        if (size == -1) ival = -ival;
        return ival;
    } else {
      switch (size) {
         case 2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
      }
    }
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
#if PY_MAJOR_VERSION < 3
  } else if (likely(PyInt_CheckExact(o))) {
    return PyInt_AS_LONG(o);
#endif
  } else {
    Py_ssize_t ival;
    PyObject *x;
    x = PyNumber_Index(o);
    if (!x) return -1;
    ival = PyInt_AsLong(x);
    Py_DECREF(x);
    return ival;
  }
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
