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  #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0)
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#if CYTHON_COMPILING_IN_PYPY == 1
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#else
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#endif
#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))

/* CppInitCode */
#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
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#endif
template<typename T>
void __Pyx_call_destructor(T& x) {
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}
template<typename T>
class __Pyx_FakeReference {
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    __Pyx_FakeReference(const T& ref) : ptr(const_cast<T*>(&ref)) { }
    T *operator->() { return ptr; }
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    template<typename U> bool operator==(const __Pyx_FakeReference<U>& other) const { return *ptr == *other.ptr; }
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  private:
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/* PythonCompatibility */
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#define __Pyx_BUILTIN_MODULE_NAME "builtins"
#define __Pyx_DefaultClassType PyType_Type
#if CYTHON_COMPILING_IN_LIMITED_API
    #ifndef CO_OPTIMIZED
    static int CO_OPTIMIZED;
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    #ifndef CO_NEWLOCALS
    static int CO_NEWLOCALS;
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    #ifndef CO_VARARGS
    static int CO_VARARGS;
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    #ifndef CO_VARKEYWORDS
    static int CO_VARKEYWORDS;
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    #ifndef CO_ASYNC_GENERATOR
    static int CO_ASYNC_GENERATOR;
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    #ifndef CO_GENERATOR
    static int CO_GENERATOR;
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    #ifndef CO_COROUTINE
    static int CO_COROUTINE;
    #endif
#else
    #ifndef CO_COROUTINE
      #define CO_COROUTINE 0x80
    #endif
    #ifndef CO_ASYNC_GENERATOR
      #define CO_ASYNC_GENERATOR 0x200
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#endif
static int __Pyx_init_co_variables(void);
#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
  #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
#else
  #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
  #define __Pyx_Py_Is(x, y)  Py_Is(x, y)
#else
  #define __Pyx_Py_Is(x, y) ((x) == (y))
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#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
  #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
#else
  #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
  #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
#else
  #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
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#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse)
  #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob)
#else
  #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False)
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#define __Pyx_NoneAsNull(obj)  (__Pyx_Py_IsNone(obj) ? NULL : (obj))
#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
#else
  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#ifndef Py_TPFLAGS_SEQUENCE
  #define Py_TPFLAGS_SEQUENCE 0
#endif
#ifndef Py_TPFLAGS_MAPPING
  #define Py_TPFLAGS_MAPPING 0
#endif
#ifndef Py_TPFLAGS_IMMUTABLETYPE
  #define Py_TPFLAGS_IMMUTABLETYPE (1UL << 8)
#endif
#ifndef Py_TPFLAGS_DISALLOW_INSTANTIATION
  #define Py_TPFLAGS_DISALLOW_INSTANTIATION (1UL << 7)
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#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#ifndef 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
  #if PY_VERSION_HEX >= 0x030d00A4
  #  define __Pyx_PyCFunctionFast PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords
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  #  define __Pyx_PyCFunctionFast _PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
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#if CYTHON_METH_FASTCALL
  #define __Pyx_METH_FASTCALL METH_FASTCALL
  #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
  #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
#else
  #define __Pyx_METH_FASTCALL METH_VARARGS
  #define __Pyx_PyCFunction_FastCall PyCFunction
  #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
#endif
#if CYTHON_VECTORCALL
  #define __pyx_vectorcallfunc vectorcallfunc
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  PY_VECTORCALL_ARGUMENTS_OFFSET
  #define __Pyx_PyVectorcall_NARGS(n)  PyVectorcall_NARGS((size_t)(n))
#else
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  0
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(n))
#endif
#if PY_VERSION_HEX >= 0x030900B1
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_CheckExact(func)
#else
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_Check(func)
#endif
#define __Pyx_CyOrPyCFunction_Check(func)  PyCFunction_Check(func)
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  (((PyCFunctionObject*)(func))->m_ml->ml_meth)
#elif !CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  PyCFunction_GET_FUNCTION(func)
#endif
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FLAGS(func)  (((PyCFunctionObject*)(func))->m_ml->ml_flags)
static CYTHON_INLINE PyObject* __Pyx_CyOrPyCFunction_GET_SELF(PyObject *func) {
    return (__Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_STATIC) ? NULL : ((PyCFunctionObject*)func)->m_self;
}
#endif
static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void (*cfunc)(void)) {
#if CYTHON_COMPILING_IN_LIMITED_API
    return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
#else
    return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
#endif
}
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCFunction(func, cfunc)
#if PY_VERSION_HEX < 0x03090000 || (CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000)
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  ((void)m, PyType_FromSpecWithBases(s, b))
  typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *);
#else
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  PyType_FromModuleAndSpec(m, s, b)
  #define __Pyx_PyCMethod  PyCMethod
#endif
#ifndef METH_METHOD
  #define METH_METHOD 0x200
#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_LIMITED_API
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)
#elif CYTHON_COMPILING_IN_GRAAL && defined(GRAALPY_VERSION_NUM) && GRAALPY_VERSION_NUM > 0x19000000
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) GraalPyFrame_SetLineNumber((frame), (lineno))
#elif CYTHON_COMPILING_IN_GRAAL
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #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_COMPILING_IN_LIMITED_API
  #define __Pyx_PyThreadState_Current PyThreadState_Get()
#elif !CYTHON_FAST_THREAD_STATE
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x030d00A1
  #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#endif
#if CYTHON_USE_MODULE_STATE
static CYTHON_INLINE void *__Pyx__PyModule_GetState(PyObject *op)
{
    void *result;
    result = PyModule_GetState(op);
    if (!result)
        Py_FatalError("Couldn't find the module state");
    return result;
}
#define __Pyx_PyModule_GetState(o) (__pyx_mstatetype *)__Pyx__PyModule_GetState(o)
#else
#define __Pyx_PyModule_GetState(op) ((void)op,__pyx_mstate_global)
#endif
#define __Pyx_PyObject_GetSlot(obj, name, func_ctype)  __Pyx_PyType_GetSlot(Py_TYPE((PyObject *) obj), name, func_ctype)
#define __Pyx_PyObject_TryGetSlot(obj, name, func_ctype) __Pyx_PyType_TryGetSlot(Py_TYPE(obj), name, func_ctype)
#define __Pyx_PyObject_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(Py_TYPE(obj), sub, name, func_ctype)
#define __Pyx_PyObject_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSubSlot(Py_TYPE(obj), sub, name, func_ctype)
#if CYTHON_USE_TYPE_SLOTS
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((type)->name)
  #define __Pyx_PyType_TryGetSlot(type, name, func_ctype) __Pyx_PyType_GetSlot(type, name, func_ctype)
  #define __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype) (((type)->sub) ? ((type)->sub->name) : NULL)
  #define __Pyx_PyType_TryGetSubSlot(type, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype)
#else
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((func_ctype) PyType_GetSlot((type), Py_##name))
  #define __Pyx_PyType_TryGetSlot(type, name, func_ctype)\
    ((__PYX_LIMITED_VERSION_HEX >= 0x030A0000 ||\
     (PyType_GetFlags(type) & Py_TPFLAGS_HEAPTYPE) || __Pyx_get_runtime_version() >= 0x030A0000) ?\
     __Pyx_PyType_GetSlot(type, name, func_ctype) : NULL)
  #define __Pyx_PyType_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSlot(obj, name, func_ctype)
  #define __Pyx_PyType_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSlot(obj, name, func_ctype)
#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
#define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
#define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStrWithError(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) {
    PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name);
    if (res == NULL) PyErr_Clear();
    return res;
}
#elif !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000
#define __Pyx_PyDict_GetItemStrWithError  PyDict_GetItemWithError
#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
#else
static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) {
#if CYTHON_COMPILING_IN_PYPY
    return PyDict_GetItem(dict, name);
#else
    PyDictEntry *ep;
    PyDictObject *mp = (PyDictObject*) dict;
    long hash = ((PyStringObject *) name)->ob_shash;
    assert(hash != -1);
    ep = (mp->ma_lookup)(mp, name, hash);
    if (ep == NULL) {
        return NULL;
    }
    return ep->me_value;
#endif
}
#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
#endif
#if CYTHON_USE_TYPE_SLOTS
  #define __Pyx_PyType_GetFlags(tp)   (((PyTypeObject *)tp)->tp_flags)
  #define __Pyx_PyType_HasFeature(type, feature)  ((__Pyx_PyType_GetFlags(type) & (feature)) != 0)
#else
  #define __Pyx_PyType_GetFlags(tp)   (PyType_GetFlags((PyTypeObject *)tp))
  #define __Pyx_PyType_HasFeature(type, feature)  PyType_HasFeature(type, feature)
#endif
#define __Pyx_PyObject_GetIterNextFunc(iterator)  __Pyx_PyObject_GetSlot(iterator, tp_iternext, iternextfunc)
#if CYTHON_USE_TYPE_SPECS
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  {\
    PyTypeObject *type = Py_TYPE((PyObject*)obj);\
    assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\
    PyObject_GC_Del(obj);\
    Py_DECREF(type);\
}
#else
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  PyObject_GC_Del(obj)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i)
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((void)u, 1114111U)
  #define __Pyx_PyUnicode_KIND(u)         ((void)u, (0))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)u)
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)k, PyUnicode_ReadChar((PyObject*)(d), i))
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GetLength(u))
#else
  #if PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_READY(op)       (0)
  #else
    #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                                0 : _PyUnicode_Ready((PyObject *)(op)))
  #endif
  #define __Pyx_PyUnicode_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)         ((int)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, (Py_UCS4) ch)
  #if PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #else
    #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
    #else
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
    #endif
  #endif
#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
  #if !defined(PyUnicode_DecodeUnicodeEscape)
    #define PyUnicode_DecodeUnicodeEscape(s, size, errors)  PyUnicode_Decode(s, size, "unicode_escape", errors)
  #endif
  #if !defined(PyUnicode_Contains)
    #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
  #endif
  #if !defined(PyByteArray_Check)
    #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
  #endif
  #if !defined(PyObject_Format)
    #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
  #endif
#endif
#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 CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  #define __Pyx_PySequence_ListKeepNew(obj)\
    (likely(PyList_CheckExact(obj) && PyUnstable_Object_IsUniquelyReferenced(obj)) ? __Pyx_NewRef(obj) : PySequence_List(obj))
#elif CYTHON_COMPILING_IN_CPYTHON
  #define __Pyx_PySequence_ListKeepNew(obj)\
    (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj))
#else
  #define __Pyx_PySequence_ListKeepNew(obj)  PySequence_List(obj)
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        __Pyx_IS_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
enum __Pyx_ReferenceSharing {
  __Pyx_ReferenceSharing_DefinitelyUnique, // We created it so we know it's unshared - no need to check
  __Pyx_ReferenceSharing_OwnStrongReference,
  __Pyx_ReferenceSharing_FunctionArgument,
  __Pyx_ReferenceSharing_SharedReference, // Never trust it to be unshared because it's a global or similar
};
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && PY_VERSION_HEX >= 0x030E0000
#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing)\
    (sharing == __Pyx_ReferenceSharing_DefinitelyUnique ? 1 :\
      (sharing == __Pyx_ReferenceSharing_FunctionArgument ? PyUnstable_Object_IsUniqueReferencedTemporary(o) :\
      (sharing == __Pyx_ReferenceSharing_OwnStrongReference ? PyUnstable_Object_IsUniquelyReferenced(o) : 0)))
#elif (CYTHON_COMPILING_IN_CPYTHON && !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING) || CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing) (((void)sharing), Py_REFCNT(o) == 1)
#else
#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing) (((void)o), ((void)sharing), 0)
#endif
#if CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
  #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    #define __Pyx_PyList_GetItemRef(o, i) PyList_GetItemRef(o, i)
  #elif CYTHON_COMPILING_IN_LIMITED_API || !CYTHON_ASSUME_SAFE_MACROS
    #define __Pyx_PyList_GetItemRef(o, i) (likely((i) >= 0) ? PySequence_GetItem(o, i) : (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
  #else
    #define __Pyx_PyList_GetItemRef(o, i) PySequence_ITEM(o, i)
  #endif
#elif CYTHON_COMPILING_IN_LIMITED_API || !CYTHON_ASSUME_SAFE_MACROS
  #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    #define __Pyx_PyList_GetItemRef(o, i) PyList_GetItemRef(o, i)
  #else
    #define __Pyx_PyList_GetItemRef(o, i) __Pyx_XNewRef(PyList_GetItem(o, i))
  #endif
#else
  #define __Pyx_PyList_GetItemRef(o, i) __Pyx_NewRef(PyList_GET_ITEM(o, i))
#endif
#if CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS && !CYTHON_COMPILING_IN_LIMITED_API && CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PyList_GetItemRefFast(o, i, unsafe_shared) (__Pyx_IS_UNIQUELY_REFERENCED(o, unsafe_shared) ?\
    __Pyx_NewRef(PyList_GET_ITEM(o, i)) : __Pyx_PyList_GetItemRef(o, i))
#else
  #define __Pyx_PyList_GetItemRefFast(o, i, unsafe_shared) __Pyx_PyList_GetItemRef(o, i)
#endif
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
#define __Pyx_PyDict_GetItemRef(dict, key, result) PyDict_GetItemRef(dict, key, result)
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static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) {
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static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) {
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  #define __Pyx_VISIT_CONST(obj)  Py_VISIT(obj)
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  #define __Pyx_VISIT_CONST(obj)
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#if CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PySequence_ITEM(o, i) PySequence_ITEM(o, i)
  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
  #define __Pyx_PyTuple_SET_ITEM(o, i, v) (PyTuple_SET_ITEM(o, i, v), (0))
  #define __Pyx_PyTuple_GET_ITEM(o, i) PyTuple_GET_ITEM(o, i)
  #define __Pyx_PyList_SET_ITEM(o, i, v) (PyList_SET_ITEM(o, i, v), (0))
  #define __Pyx_PyList_GET_ITEM(o, i) PyList_GET_ITEM(o, i)
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  #define __Pyx_PySequence_ITEM(o, i) PySequence_GetItem(o, i)
  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
  #define __Pyx_PyTuple_SET_ITEM(o, i, v) PyTuple_SetItem(o, i, v)
  #define __Pyx_PyTuple_GET_ITEM(o, i) PyTuple_GetItem(o, i)
  #define __Pyx_PyList_SET_ITEM(o, i, v) PyList_SetItem(o, i, v)
  #define __Pyx_PyList_GET_ITEM(o, i) PyList_GetItem(o, i)
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#if CYTHON_ASSUME_SAFE_SIZE
  #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_GET_SIZE(o)
  #define __Pyx_PyList_GET_SIZE(o) PyList_GET_SIZE(o)
  #define __Pyx_PySet_GET_SIZE(o) PySet_GET_SIZE(o)
  #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_GET_SIZE(o)
  #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_GET_SIZE(o)
  #define __Pyx_PyUnicode_GET_LENGTH(o) PyUnicode_GET_LENGTH(o)
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  #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_Size(o)
  #define __Pyx_PyList_GET_SIZE(o) PyList_Size(o)
  #define __Pyx_PySet_GET_SIZE(o) PySet_Size(o)
  #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_Size(o)
  #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_Size(o)
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_InternFromString)
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#define __Pyx_PyLong_FromHash_t PyLong_FromSsize_t
#define __Pyx_PyLong_AsHash_t   __Pyx_PyIndex_AsSsize_t
#if __PYX_LIMITED_VERSION_HEX >= 0x030A0000
    #define __Pyx_PySendResult PySendResult
#else
    typedef enum {
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        PYGEN_ERROR = -1,
        PYGEN_NEXT = 1,
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#endif
#if CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX < 0x030A00A3
  typedef __Pyx_PySendResult (*__Pyx_pyiter_sendfunc)(PyObject *iter, PyObject *value, PyObject **result);
#else
  #define __Pyx_pyiter_sendfunc sendfunc
#endif
#if !CYTHON_USE_AM_SEND
#define __PYX_HAS_PY_AM_SEND 0
#elif __PYX_LIMITED_VERSION_HEX >= 0x030A0000
#define __PYX_HAS_PY_AM_SEND 1
#else
#define __PYX_HAS_PY_AM_SEND 2  // our own backported implementation
#endif
#if __PYX_HAS_PY_AM_SEND < 2
    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
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    typedef struct {
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        unaryfunc am_aiter;
        unaryfunc am_anext;
        __Pyx_pyiter_sendfunc am_send;
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    #define __Pyx_SlotTpAsAsync(s) ((PyAsyncMethods*)(s))
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#if CYTHON_USE_AM_SEND && PY_VERSION_HEX < 0x030A00F0
    #define __Pyx_TPFLAGS_HAVE_AM_SEND (1UL << 21)
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    #define __Pyx_TPFLAGS_HAVE_AM_SEND (0)
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#if PY_VERSION_HEX >= 0x03090000
#define __Pyx_PyInterpreterState_Get() PyInterpreterState_Get()
#else
#define __Pyx_PyInterpreterState_Get() PyThreadState_Get()->interp
#endif
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030A0000
#ifdef __cplusplus
extern "C"
#endif
PyAPI_FUNC(void *) PyMem_Calloc(size_t nelem, size_t elsize);
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_init_co_variable(PyObject *inspect, const char* name, int *write_to) {
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}
static int __Pyx_init_co_variables(void) {
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    inspect = PyImport_ImportModule("inspect");
    result =
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        __Pyx_init_co_variable(inspect, "CO_OPTIMIZED", &CO_OPTIMIZED) &&
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#if !defined(CO_NEWLOCALS)
        __Pyx_init_co_variable(inspect, "CO_NEWLOCALS", &CO_NEWLOCALS) &&
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static int __Pyx_init_co_variables(void) {
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}
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/* MathInitCode */
#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
  #ifndef _USE_MATH_DEFINES
    #define _USE_MATH_DEFINES
  #endif
#endif
#include <math.h>
#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
#define __Pyx_truncl trunc
#else
#define __Pyx_truncl truncl
#endif

#ifndef CYTHON_CLINE_IN_TRACEBACK_RUNTIME
#define CYTHON_CLINE_IN_TRACEBACK_RUNTIME 0
#endif
#ifndef CYTHON_CLINE_IN_TRACEBACK
#define CYTHON_CLINE_IN_TRACEBACK CYTHON_CLINE_IN_TRACEBACK_RUNTIME
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#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; }
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#define __PYX_MARK_ERR_POS(f_index, lineno)  { __pyx_filename = __pyx_f[f_index]; (void) __pyx_filename; __pyx_lineno = lineno; (void) __pyx_lineno; (void) __pyx_clineno; }
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#define __PYX_ERR(f_index, lineno, Ln_error) \
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#ifdef CYTHON_EXTERN_C
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    #define __PYX_EXTERN_C CYTHON_EXTERN_C
#elif defined(__PYX_EXTERN_C)
    #ifdef _MSC_VER
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    #warning Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.
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    #define __PYX_EXTERN_C extern "C++"
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#define __PYX_HAVE__spacy__tokens__doc
#define __PYX_HAVE_API__spacy__tokens__doc
/* Early includes */
#include <string.h>
#include <stdio.h>

    /* Using NumPy API declarations from "numpy/__init__.cython-30.pxd" */
    
#include "numpy/arrayobject.h"
#include "numpy/ndarrayobject.h"
#include "numpy/ndarraytypes.h"
#include "numpy/arrayscalars.h"
#include "numpy/ufuncobject.h"
#include <stdint.h>
#include "ios"
#include "new"
#include "stdexcept"
#include "typeinfo"
#include <utility>

    #if __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600)
    // move should be defined for these versions of MSVC, but __cplusplus isn't set usefully
    #include <type_traits>

    namespace cython_std {
    template <typename T> typename std::remove_reference<T>::type&& move(T& t) noexcept { return std::move(t); }
    template <typename T> typename std::remove_reference<T>::type&& move(T&& t) noexcept { return std::move(t); }
    }

    #endif
    
#include <unordered_map>
#include <unordered_set>
#include <vector>
#include <set>
#include <math.h>
#include "pythread.h"
#include <stdlib.h>
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
#define CYTHON_WITHOUT_ASSERTIONS
#endif

#ifdef CYTHON_FREETHREADING_COMPATIBLE
#if CYTHON_FREETHREADING_COMPATIBLE
#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_NOT_USED
#else
#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_USED
#endif
#else
#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_USED
#endif
#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
    (sizeof(type) < sizeof(Py_ssize_t))  ||\
    (sizeof(type) > sizeof(Py_ssize_t) &&\
          likely(v < (type)PY_SSIZE_T_MAX ||\
                 v == (type)PY_SSIZE_T_MAX)  &&\
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                                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 Py_ssize_t __Pyx_ssize_strlen(const char *s);
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*);
#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 CYTHON_ASSUME_SAFE_MACROS
    #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_PyByteArray_AsString(s) PyByteArray_AS_STRING(s)
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    #define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AsString(s))
    #define __Pyx_PyByteArray_AsString(s) PyByteArray_AsString(s)
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#define __Pyx_PyObject_AsWritableString(s)    ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*)(__pyx_uintptr_t) __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_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
#define __Pyx_PyUnicode_FromOrdinal(o)       PyUnicode_FromOrdinal((int)o)
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
static CYTHON_INLINE PyObject *__Pyx_NewRef(PyObject *obj) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030a0000 || defined(Py_NewRef)
    return Py_NewRef(obj);
#else
    Py_INCREF(obj);
    return obj;
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}
static CYTHON_INLINE PyObject *__Pyx_XNewRef(PyObject *obj) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030a0000 || defined(Py_XNewRef)
    return Py_XNewRef(obj);
#else
    Py_XINCREF(obj);
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}
static CYTHON_INLINE PyObject *__Pyx_Owned_Py_None(int b);
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_Long(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_PyLong_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))
#define __Pyx_PyFloat_AS_DOUBLE(x) PyFloat_AS_DOUBLE(x)
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#define __Pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#define __Pyx_PyFloat_AS_DOUBLE(x) PyFloat_AsDouble(x)
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#define __Pyx_PyFloat_AsFloat(x) ((float) __Pyx_PyFloat_AsDouble(x))
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#if CYTHON_USE_PYLONG_INTERNALS
  #if PY_VERSION_HEX >= 0x030C00A7
  #ifndef _PyLong_SIGN_MASK
    #define _PyLong_SIGN_MASK 3
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  #ifndef _PyLong_NON_SIZE_BITS
    #define _PyLong_NON_SIZE_BITS 3
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  #define __Pyx_PyLong_Sign(x)  (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK)
  #define __Pyx_PyLong_IsNeg(x)  ((__Pyx_PyLong_Sign(x) & 2) != 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (!__Pyx_PyLong_IsNeg(x))
  #define __Pyx_PyLong_IsZero(x)  (__Pyx_PyLong_Sign(x) & 1)
  #define __Pyx_PyLong_IsPos(x)  (__Pyx_PyLong_Sign(x) == 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  (__Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS))
  #define __Pyx_PyLong_SignedDigitCount(x)\
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  #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue)
    #define __Pyx_PyLong_IsCompact(x)     PyUnstable_Long_IsCompact((PyLongObject*) x)
    #define __Pyx_PyLong_CompactValue(x)  PyUnstable_Long_CompactValue((PyLongObject*) x)
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    #define __Pyx_PyLong_IsCompact(x)     (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS))
    #define __Pyx_PyLong_CompactValue(x)  ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0])
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  typedef Py_ssize_t  __Pyx_compact_pylong;
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  #define __Pyx_PyLong_IsNeg(x)  (Py_SIZE(x) < 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (Py_SIZE(x) >= 0)
  #define __Pyx_PyLong_IsZero(x)  (Py_SIZE(x) == 0)
  #define __Pyx_PyLong_IsPos(x)  (Py_SIZE(x) > 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  __Pyx_sst_abs(Py_SIZE(x))
  #define __Pyx_PyLong_SignedDigitCount(x)  Py_SIZE(x)
  #define __Pyx_PyLong_IsCompact(x)  (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1)
  #define __Pyx_PyLong_CompactValue(x)\
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  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->long_value.ob_digit)
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  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->ob_digit)
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#if __PYX_DEFAULT_STRING_ENCODING_IS_UTF8
  #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#elif __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
  #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeASCII(c_str, size, NULL)
#else
  #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
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/* 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__ */
/* PretendToInitialize */
#ifdef __cplusplus
#if __cplusplus > 201103L
#include <type_traits>
#endif
template <typename T>
static void __Pyx_pretend_to_initialize(T* ptr) {
#if __cplusplus > 201103L
    if ((std::is_trivially_default_constructible<T>::value))
#endif
        *ptr = T();
    (void)ptr;
}
#else
static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
#endif


#if !CYTHON_USE_MODULE_STATE
static PyObject *__pyx_m = NULL;
#endif
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * const __pyx_cfilenm = __FILE__;
static const char *__pyx_filename;

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#if !defined(CYTHON_CCOMPLEX)
  #if defined(__cplusplus)
    #define CYTHON_CCOMPLEX 1
  #elif (defined(_Complex_I) && !defined(_MSC_VER)) || ((defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) && !defined(__STDC_NO_COMPLEX__) && !defined(_MSC_VER))
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    #define CYTHON_CCOMPLEX 0
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#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

/* #### Code section: filename_table ### */

static const char* const __pyx_f[] = {
  "spacy/tokens/doc.pyx",
  "<stringsource>",
  "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd",
  "spacy/tokens/span.pxd",
  "spacy/lexeme.pxd",
  "spacy/tokens/token.pxd",
  "spacy/tokens/doc.pxd",
  "cpython/type.pxd",
  "cymem/cymem.pxd",
  "preshed/maps.pxd",
  "spacy/strings.pxd",
  "spacy/morphology.pxd",
  "spacy/vocab.pxd",
};
/* #### Code section: utility_code_proto_before_types ### */
/* Atomics.proto (used by UnpackUnboundCMethod) */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __pyx_atomic_int_type int
#define __pyx_nonatomic_int_type int
#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
                        (__STDC_VERSION__ >= 201112L) &&\
                        !defined(__STDC_NO_ATOMICS__))
    #include <stdatomic.h>
#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
                    (__cplusplus >= 201103L) ||\
                    (defined(_MSC_VER) && _MSC_VER >= 1700)))
    #include <atomic>
#endif
#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
                        (__STDC_VERSION__ >= 201112L) &&\
                        !defined(__STDC_NO_ATOMICS__) &&\
                       ATOMIC_INT_LOCK_FREE == 2)
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type atomic_int
    #define __pyx_atomic_ptr_type atomic_uintptr_t
    #define __pyx_nonatomic_ptr_type uintptr_t
    #define __pyx_atomic_incr_relaxed(value) atomic_fetch_add_explicit(value, 1, memory_order_relaxed)
    #define __pyx_atomic_incr_acq_rel(value) atomic_fetch_add_explicit(value, 1, memory_order_acq_rel)
    #define __pyx_atomic_decr_acq_rel(value) atomic_fetch_sub_explicit(value, 1, memory_order_acq_rel)
    #define __pyx_atomic_sub(value, arg) atomic_fetch_sub(value, arg)
    #define __pyx_atomic_int_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired)
    #define __pyx_atomic_load(value) atomic_load(value)
    #define __pyx_atomic_store(value, new_value) atomic_store(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) atomic_load_explicit(value, memory_order_relaxed)
    #define __pyx_atomic_pointer_load_acquire(value) atomic_load_explicit(value, memory_order_acquire)
    #define __pyx_atomic_pointer_exchange(value, new_value) atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value)
    #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired)
    #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER)
        #pragma message ("Using standard C atomics")
    #elif defined(__PYX_DEBUG_ATOMICS)
        #warning "Using standard C atomics"
    #endif
#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
                    (__cplusplus >= 201103L) ||\
\
                    (defined(_MSC_VER) && _MSC_VER >= 1700)) &&\
                    ATOMIC_INT_LOCK_FREE == 2)
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type std::atomic_int
    #define __pyx_atomic_ptr_type std::atomic_uintptr_t
    #define __pyx_nonatomic_ptr_type uintptr_t
    #define __pyx_atomic_incr_relaxed(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_relaxed)
    #define __pyx_atomic_incr_acq_rel(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_acq_rel)
    #define __pyx_atomic_decr_acq_rel(value) std::atomic_fetch_sub_explicit(value, 1, std::memory_order_acq_rel)
    #define __pyx_atomic_sub(value, arg) std::atomic_fetch_sub(value, arg)
    #define __pyx_atomic_int_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired)
    #define __pyx_atomic_load(value) std::atomic_load(value)
    #define __pyx_atomic_store(value, new_value) std::atomic_store(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) std::atomic_load_explicit(value, std::memory_order_relaxed)
    #define __pyx_atomic_pointer_load_acquire(value) std::atomic_load_explicit(value, std::memory_order_acquire)
    #define __pyx_atomic_pointer_exchange(value, new_value) std::atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value)
    #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired)
    #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER)
        #pragma message ("Using standard C++ atomics")
    #elif defined(__PYX_DEBUG_ATOMICS)
        #warning "Using standard C++ atomics"
    #endif
#elif CYTHON_ATOMICS && (__GNUC__ >= 5 || (__GNUC__ == 4 &&\
                    (__GNUC_MINOR__ > 1 ||\
                    (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL__ >= 2))))
    #define __pyx_atomic_ptr_type void*
    #define __pyx_nonatomic_ptr_type void*
    #define __pyx_atomic_incr_relaxed(value) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_incr_acq_rel(value) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_acq_rel(value) __sync_fetch_and_sub(value, 1)
    #define __pyx_atomic_sub(value, arg) __sync_fetch_and_sub(value, arg)
    static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) {
        __pyx_nonatomic_int_type old = __sync_val_compare_and_swap(value, *expected, desired);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #define __pyx_atomic_load(value) __sync_fetch_and_add(value, 0)
    #define __pyx_atomic_store(value, new_value) __sync_lock_test_and_set(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) __sync_fetch_and_add(value, 0)
    #define __pyx_atomic_pointer_load_acquire(value) __sync_fetch_and_add(value, 0)
    #define __pyx_atomic_pointer_exchange(value, new_value) __sync_lock_test_and_set(value, (__pyx_atomic_ptr_type)new_value)
    static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) {
        __pyx_nonatomic_ptr_type old = __sync_val_compare_and_swap(value, *expected, desired);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && defined(_MSC_VER)
    #include <intrin.h>
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type long
    #define __pyx_atomic_ptr_type void*
    #undef __pyx_nonatomic_int_type
    #define __pyx_nonatomic_int_type long
    #define __pyx_nonatomic_ptr_type void*
    #pragma intrinsic (_InterlockedExchangeAdd, _InterlockedExchange, _InterlockedCompareExchange, _InterlockedCompareExchangePointer, _InterlockedExchangePointer)
    #define __pyx_atomic_incr_relaxed(value) _InterlockedExchangeAdd(value, 1)
    #define __pyx_atomic_incr_acq_rel(value) _InterlockedExchangeAdd(value, 1)
    #define __pyx_atomic_decr_acq_rel(value) _InterlockedExchangeAdd(value, -1)
    #define __pyx_atomic_sub(value, arg) _InterlockedExchangeAdd(value, -arg)
    static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) {
        __pyx_nonatomic_int_type old = _InterlockedCompareExchange(value, desired, *expected);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #define __pyx_atomic_load(value) _InterlockedExchangeAdd(value, 0)
    #define __pyx_atomic_store(value, new_value) _InterlockedExchange(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) *(void * volatile *)value
    #define __pyx_atomic_pointer_load_acquire(value) _InterlockedCompareExchangePointer(value, 0, 0)
    #define __pyx_atomic_pointer_exchange(value, new_value) _InterlockedExchangePointer(value, (__pyx_atomic_ptr_type)new_value)
    static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) {
        __pyx_atomic_ptr_type old = _InterlockedCompareExchangePointer(value, desired, *expected);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #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

/* CriticalSectionsDefinition.proto (used by CriticalSections) */
#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __Pyx_PyCriticalSection void*
#define __Pyx_PyCriticalSection2 void*
#define __Pyx_PyCriticalSection_End(cs)
#define __Pyx_PyCriticalSection2_End(cs)
#else
#define __Pyx_PyCriticalSection PyCriticalSection
#define __Pyx_PyCriticalSection2 PyCriticalSection2
#define __Pyx_PyCriticalSection_End PyCriticalSection_End
#define __Pyx_PyCriticalSection2_End PyCriticalSection2_End
#endif

/* CriticalSections.proto (used by ParseKeywordsImpl) */
#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __Pyx_PyCriticalSection_Begin(cs, arg) (void)(cs)
#define __Pyx_PyCriticalSection2_Begin(cs, arg1, arg2) (void)(cs)
#else
#define __Pyx_PyCriticalSection_Begin PyCriticalSection_Begin
#define __Pyx_PyCriticalSection2_Begin PyCriticalSection2_Begin
#endif
#if PY_VERSION_HEX < 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_BEGIN_CRITICAL_SECTION(o) {
#define __Pyx_END_CRITICAL_SECTION() }
#else
#define __Pyx_BEGIN_CRITICAL_SECTION Py_BEGIN_CRITICAL_SECTION
#define __Pyx_END_CRITICAL_SECTION Py_END_CRITICAL_SECTION
#endif

/* ForceInitThreads.proto */
#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

/* NoFastGil.proto */
#define __Pyx_PyGILState_Ensure PyGILState_Ensure
#define __Pyx_PyGILState_Release PyGILState_Release
#define __Pyx_FastGIL_Remember()
#define __Pyx_FastGIL_Forget()
#define __Pyx_FastGilFuncInit()

/* Profile_config.proto (used by Profile) */
#ifndef CYTHON_PROFILE
#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY
  #define CYTHON_PROFILE 0
#else
  #define CYTHON_PROFILE 1
#endif
#endif
#ifndef CYTHON_TRACE_NOGIL
  #define CYTHON_TRACE_NOGIL 0
#else
  #if CYTHON_TRACE_NOGIL && !defined(CYTHON_TRACE)
    #define CYTHON_TRACE 1
  #endif
#endif
#ifndef CYTHON_TRACE
  #define CYTHON_TRACE 0
#endif
#if CYTHON_PROFILE || CYTHON_TRACE
#if CYTHON_USE_SYS_MONITORING
    typedef enum {
        __Pyx_Monitoring_PY_START = 0,
        __Pyx_Monitoring_PY_RETURN,
        __Pyx_Monitoring_PY_UNWIND,
        __Pyx_Monitoring_LINE,
        __Pyx_Monitoring_RAISE,
        __Pyx_Monitoring_RERAISE,
        __Pyx_Monitoring_EXCEPTION_HANDLED,
        __Pyx_Monitoring_PY_RESUME,
        __Pyx_Monitoring_PY_YIELD,
        __Pyx_Monitoring_STOP_ITERATION,
    } __Pyx_Monitoring_Event_Index;
    static const unsigned char __Pyx_MonitoringEventTypes[] = {
        PY_MONITORING_EVENT_PY_START,
        PY_MONITORING_EVENT_PY_RETURN,
        PY_MONITORING_EVENT_PY_UNWIND,
        PY_MONITORING_EVENT_LINE,
        PY_MONITORING_EVENT_RAISE,
        PY_MONITORING_EVENT_RERAISE,
        PY_MONITORING_EVENT_EXCEPTION_HANDLED,
        PY_MONITORING_EVENT_PY_RESUME,
        PY_MONITORING_EVENT_PY_YIELD,
        PY_MONITORING_EVENT_STOP_ITERATION,
    };
    #define __Pyx_MonitoringEventTypes_CyFunc_count (sizeof(__Pyx_MonitoringEventTypes) - 3)
    #define __Pyx_MonitoringEventTypes_CyGen_count (sizeof(__Pyx_MonitoringEventTypes))
#endif
#endif

/* IncludeStructmemberH.proto (used by FixUpExtensionType) */
#include <structmember.h>

/* BufferFormatStructs.proto (used by BufferFormatCheck) */
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
  const char* name;
  const 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_ {
  const __Pyx_TypeInfo* type;
  const char* name;
  size_t offset;
} __Pyx_StructField;
typedef struct {
  const __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;

/* 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])
#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
#define __Pyx_MEMSLICE_INIT  { 0, 0, { 0 }, { 0 }, { 0 } }
#if CYTHON_ATOMICS
    #define __pyx_add_acquisition_count(memview)\
             __pyx_atomic_incr_relaxed(__pyx_get_slice_count_pointer(memview))
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_atomic_decr_acq_rel(__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

/* #### Code section: numeric_typedefs ### */

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":787
 * # in Cython to enable them only on the right systems.
 * 
 * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
*/
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":788
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
*/
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":789
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int64      int64_t
 * #ctypedef npy_int96      int96_t
*/
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":790
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_int96      int96_t
 * #ctypedef npy_int128     int128_t
*/
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":794
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
*/
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":795
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
*/
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":796
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint64     uint64_t
 * #ctypedef npy_uint96     uint96_t
*/
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":797
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_uint96     uint96_t
 * #ctypedef npy_uint128    uint128_t
*/
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":801
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
*/
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":802
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
*/
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":809
 * ctypedef double complex complex128_t
 * 
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
*/
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":810
 * 
 * ctypedef npy_longlong   longlong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
*/
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":812
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
*/
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":813
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
*/
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":815
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
*/
typedef npy_double __pyx_t_5numpy_float_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":816
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
*/
typedef npy_double __pyx_t_5numpy_double_t;

/* "C:/Users/runneradmin/AppData/Local/Temp/build-env-orl44r_9/lib/site-packages/numpy/__init__.cython-30.pxd":817
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef float complex       cfloat_t
*/
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;

/* "typedefs.pxd":3
 * from libc.stdint cimport int32_t, uint8_t, uint16_t, uint32_t, uint64_t, uintptr_t
 * 
 * ctypedef float weight_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t
*/
typedef float __pyx_t_5spacy_8typedefs_weight_t;

/* "typedefs.pxd":4
 * 
 * ctypedef float weight_t
 * ctypedef uint64_t hash_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t class_t
 * ctypedef uint64_t attr_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_hash_t;

/* "typedefs.pxd":5
 * ctypedef float weight_t
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t attr_t
 * ctypedef uint64_t flags_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_class_t;

/* "typedefs.pxd":6
 * ctypedef uint64_t hash_t
 * ctypedef uint64_t class_t
 * ctypedef uint64_t attr_t             # <<<<<<<<<<<<<<
 * ctypedef uint64_t flags_t
 * ctypedef uint16_t len_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_attr_t;

/* "typedefs.pxd":7
 * ctypedef uint64_t class_t
 * ctypedef uint64_t attr_t
 * ctypedef uint64_t flags_t             # <<<<<<<<<<<<<<
 * ctypedef uint16_t len_t
 * ctypedef uint16_t tag_t
*/
typedef uint64_t __pyx_t_5spacy_8typedefs_flags_t;

/* "typedefs.pxd":8
 * ctypedef uint64_t attr_t
 * ctypedef uint64_t flags_t
 * ctypedef uint16_t len_t             # <<<<<<<<<<<<<<
 * ctypedef uint16_t tag_t
*/
typedef uint16_t __pyx_t_5spacy_8typedefs_len_t;

/* "typedefs.pxd":9
 * ctypedef uint64_t flags_t
 * ctypedef uint16_t len_t
 * ctypedef uint16_t tag_t             # <<<<<<<<<<<<<<
*/
typedef uint16_t __pyx_t_5spacy_8typedefs_tag_t;

/* "preshed/maps.pxd":9
 * # synchronization (e.g. with a lock or critical section).
 * 
 * ctypedef uint64_t key_t             # <<<<<<<<<<<<<<
 * 
 * 
*/
typedef uint64_t __pyx_t_7preshed_4maps_key_t;
/* #### Code section: complex_type_declarations ### */
/* Declarations.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #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 && (1) && (!0 || __cplusplus)
  #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);

/* Declarations.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    typedef ::std::complex< long double > __pyx_t_long_double_complex;
  #else
    typedef long double _Complex __pyx_t_long_double_complex;
  #endif
#else
    typedef struct { long double real, imag; } __pyx_t_long_double_complex;
#endif
static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double, long double);

/* #### Code section: type_declarations ### */

/*--- Type declarations ---*/
struct __pyx_obj_5cymem_5cymem_PyMalloc;
struct __pyx_obj_5cymem_5cymem_PyFree;
struct __pyx_obj_5cymem_5cymem_Pool;
struct __pyx_obj_5cymem_5cymem_Address;
struct __pyx_obj_7preshed_4maps_PreshMap;
struct __pyx_obj_7preshed_4maps_PreshMapArray;
struct __pyx_obj_5spacy_7strings_StringStore;
struct __pyx_obj_5spacy_10morphology_Morphology;
struct __pyx_obj_5spacy_5vocab_Vocab;
struct __pyx_obj_5spacy_6tokens_4span_Span;
struct __pyx_obj_5spacy_6lexeme_Lexeme;
struct __pyx_obj_5spacy_6tokens_5token_Token;
struct __pyx_obj_5spacy_6tokens_3doc_Doc;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_3___iter__;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_4_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_5_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_7___get__;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_8___get__;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr;
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr;
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 *);

/* "symbols.pxd":1
 * cdef enum symbol_t:             # <<<<<<<<<<<<<<
 *     NIL
 *     IS_ALPHA
*/
enum __pyx_t_5spacy_7symbols_symbol_t {
  __pyx_e_5spacy_7symbols_NIL,
  __pyx_e_5spacy_7symbols_IS_ALPHA,
  __pyx_e_5spacy_7symbols_IS_ASCII,
  __pyx_e_5spacy_7symbols_IS_DIGIT,
  __pyx_e_5spacy_7symbols_IS_LOWER,
  __pyx_e_5spacy_7symbols_IS_PUNCT,
  __pyx_e_5spacy_7symbols_IS_SPACE,
  __pyx_e_5spacy_7symbols_IS_TITLE,
  __pyx_e_5spacy_7symbols_IS_UPPER,
  __pyx_e_5spacy_7symbols_LIKE_URL,
  __pyx_e_5spacy_7symbols_LIKE_NUM,
  __pyx_e_5spacy_7symbols_LIKE_EMAIL,
  __pyx_e_5spacy_7symbols_IS_STOP,
  __pyx_e_5spacy_7symbols_IS_OOV_DEPRECATED,
  __pyx_e_5spacy_7symbols_IS_BRACKET,
  __pyx_e_5spacy_7symbols_IS_QUOTE,
  __pyx_e_5spacy_7symbols_IS_LEFT_PUNCT,
  __pyx_e_5spacy_7symbols_IS_RIGHT_PUNCT,
  __pyx_e_5spacy_7symbols_IS_CURRENCY,
  __pyx_e_5spacy_7symbols_FLAG19 = 19,
  __pyx_e_5spacy_7symbols_FLAG20,
  __pyx_e_5spacy_7symbols_FLAG21,
  __pyx_e_5spacy_7symbols_FLAG22,
  __pyx_e_5spacy_7symbols_FLAG23,
  __pyx_e_5spacy_7symbols_FLAG24,
  __pyx_e_5spacy_7symbols_FLAG25,
  __pyx_e_5spacy_7symbols_FLAG26,
  __pyx_e_5spacy_7symbols_FLAG27,
  __pyx_e_5spacy_7symbols_FLAG28,
  __pyx_e_5spacy_7symbols_FLAG29,
  __pyx_e_5spacy_7symbols_FLAG30,
  __pyx_e_5spacy_7symbols_FLAG31,
  __pyx_e_5spacy_7symbols_FLAG32,
  __pyx_e_5spacy_7symbols_FLAG33,
  __pyx_e_5spacy_7symbols_FLAG34,
  __pyx_e_5spacy_7symbols_FLAG35,
  __pyx_e_5spacy_7symbols_FLAG36,
  __pyx_e_5spacy_7symbols_FLAG37,
  __pyx_e_5spacy_7symbols_FLAG38,
  __pyx_e_5spacy_7symbols_FLAG39,
  __pyx_e_5spacy_7symbols_FLAG40,
  __pyx_e_5spacy_7symbols_FLAG41,
  __pyx_e_5spacy_7symbols_FLAG42,
  __pyx_e_5spacy_7symbols_FLAG43,
  __pyx_e_5spacy_7symbols_FLAG44,
  __pyx_e_5spacy_7symbols_FLAG45,
  __pyx_e_5spacy_7symbols_FLAG46,
  __pyx_e_5spacy_7symbols_FLAG47,
  __pyx_e_5spacy_7symbols_FLAG48,
  __pyx_e_5spacy_7symbols_FLAG49,
  __pyx_e_5spacy_7symbols_FLAG50,
  __pyx_e_5spacy_7symbols_FLAG51,
  __pyx_e_5spacy_7symbols_FLAG52,
  __pyx_e_5spacy_7symbols_FLAG53,
  __pyx_e_5spacy_7symbols_FLAG54,
  __pyx_e_5spacy_7symbols_FLAG55,
  __pyx_e_5spacy_7symbols_FLAG56,
  __pyx_e_5spacy_7symbols_FLAG57,
  __pyx_e_5spacy_7symbols_FLAG58,
  __pyx_e_5spacy_7symbols_FLAG59,
  __pyx_e_5spacy_7symbols_FLAG60,
  __pyx_e_5spacy_7symbols_FLAG61,
  __pyx_e_5spacy_7symbols_FLAG62,
  __pyx_e_5spacy_7symbols_FLAG63,
  __pyx_e_5spacy_7symbols_ID,
  __pyx_e_5spacy_7symbols_ORTH,
  __pyx_e_5spacy_7symbols_LOWER,
  __pyx_e_5spacy_7symbols_NORM,
  __pyx_e_5spacy_7symbols_SHAPE,
  __pyx_e_5spacy_7symbols_PREFIX,
  __pyx_e_5spacy_7symbols_SUFFIX,
  __pyx_e_5spacy_7symbols_LENGTH,
  __pyx_e_5spacy_7symbols_CLUSTER,
  __pyx_e_5spacy_7symbols_LEMMA,
  __pyx_e_5spacy_7symbols_POS,
  __pyx_e_5spacy_7symbols_TAG,
  __pyx_e_5spacy_7symbols_DEP,
  __pyx_e_5spacy_7symbols_ENT_IOB,
  __pyx_e_5spacy_7symbols_ENT_TYPE,
  __pyx_e_5spacy_7symbols_HEAD,
  __pyx_e_5spacy_7symbols_SENT_START,
  __pyx_e_5spacy_7symbols_SPACY,
  __pyx_e_5spacy_7symbols_PROB,
  __pyx_e_5spacy_7symbols_LANG,
  __pyx_e_5spacy_7symbols_ADJ,
  __pyx_e_5spacy_7symbols_ADP,
  __pyx_e_5spacy_7symbols_ADV,
  __pyx_e_5spacy_7symbols_AUX,
  __pyx_e_5spacy_7symbols_CONJ,
  __pyx_e_5spacy_7symbols_CCONJ,
  __pyx_e_5spacy_7symbols_DET,
  __pyx_e_5spacy_7symbols_INTJ,
  __pyx_e_5spacy_7symbols_NOUN,
  __pyx_e_5spacy_7symbols_NUM,
  __pyx_e_5spacy_7symbols_PART,
  __pyx_e_5spacy_7symbols_PRON,
  __pyx_e_5spacy_7symbols_PROPN,
  __pyx_e_5spacy_7symbols_PUNCT,
  __pyx_e_5spacy_7symbols_SCONJ,
  __pyx_e_5spacy_7symbols_SYM,
  __pyx_e_5spacy_7symbols_VERB,
  __pyx_e_5spacy_7symbols_X,
  __pyx_e_5spacy_7symbols_EOL,
  __pyx_e_5spacy_7symbols_SPACE,
  __pyx_e_5spacy_7symbols_DEPRECATED001,
  __pyx_e_5spacy_7symbols_DEPRECATED002,
  __pyx_e_5spacy_7symbols_DEPRECATED003,
  __pyx_e_5spacy_7symbols_DEPRECATED004,
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  __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__
};

/* "attrs.pxd":5
 * 
 * 
 * cdef enum attr_id_t:             # <<<<<<<<<<<<<<
 *     NULL_ATTR
 *     IS_ALPHA
*/
enum __pyx_t_5spacy_5attrs_attr_id_t {

  /* "attrs.pxd":96
 *     ENT_KB_ID = symbols.ENT_KB_ID
 *     MORPH
 *     ENT_ID = symbols.ENT_ID             # <<<<<<<<<<<<<<
 * 
 *     IDX
*/
  __pyx_e_5spacy_5attrs_NULL_ATTR,
  __pyx_e_5spacy_5attrs_IS_ALPHA,
  __pyx_e_5spacy_5attrs_IS_ASCII,
  __pyx_e_5spacy_5attrs_IS_DIGIT,
  __pyx_e_5spacy_5attrs_IS_LOWER,
  __pyx_e_5spacy_5attrs_IS_PUNCT,
  __pyx_e_5spacy_5attrs_IS_SPACE,
  __pyx_e_5spacy_5attrs_IS_TITLE,
  __pyx_e_5spacy_5attrs_IS_UPPER,
  __pyx_e_5spacy_5attrs_LIKE_URL,
  __pyx_e_5spacy_5attrs_LIKE_NUM,
  __pyx_e_5spacy_5attrs_LIKE_EMAIL,
  __pyx_e_5spacy_5attrs_IS_STOP,
  __pyx_e_5spacy_5attrs_IS_OOV_DEPRECATED,
  __pyx_e_5spacy_5attrs_IS_BRACKET,
  __pyx_e_5spacy_5attrs_IS_QUOTE,
  __pyx_e_5spacy_5attrs_IS_LEFT_PUNCT,
  __pyx_e_5spacy_5attrs_IS_RIGHT_PUNCT,
  __pyx_e_5spacy_5attrs_IS_CURRENCY,
  __pyx_e_5spacy_5attrs_FLAG19 = 19,
  __pyx_e_5spacy_5attrs_FLAG20,
  __pyx_e_5spacy_5attrs_FLAG21,
  __pyx_e_5spacy_5attrs_FLAG22,
  __pyx_e_5spacy_5attrs_FLAG23,
  __pyx_e_5spacy_5attrs_FLAG24,
  __pyx_e_5spacy_5attrs_FLAG25,
  __pyx_e_5spacy_5attrs_FLAG26,
  __pyx_e_5spacy_5attrs_FLAG27,
  __pyx_e_5spacy_5attrs_FLAG28,
  __pyx_e_5spacy_5attrs_FLAG29,
  __pyx_e_5spacy_5attrs_FLAG30,
  __pyx_e_5spacy_5attrs_FLAG31,
  __pyx_e_5spacy_5attrs_FLAG32,
  __pyx_e_5spacy_5attrs_FLAG33,
  __pyx_e_5spacy_5attrs_FLAG34,
  __pyx_e_5spacy_5attrs_FLAG35,
  __pyx_e_5spacy_5attrs_FLAG36,
  __pyx_e_5spacy_5attrs_FLAG37,
  __pyx_e_5spacy_5attrs_FLAG38,
  __pyx_e_5spacy_5attrs_FLAG39,
  __pyx_e_5spacy_5attrs_FLAG40,
  __pyx_e_5spacy_5attrs_FLAG41,
  __pyx_e_5spacy_5attrs_FLAG42,
  __pyx_e_5spacy_5attrs_FLAG43,
  __pyx_e_5spacy_5attrs_FLAG44,
  __pyx_e_5spacy_5attrs_FLAG45,
  __pyx_e_5spacy_5attrs_FLAG46,
  __pyx_e_5spacy_5attrs_FLAG47,
  __pyx_e_5spacy_5attrs_FLAG48,
  __pyx_e_5spacy_5attrs_FLAG49,
  __pyx_e_5spacy_5attrs_FLAG50,
  __pyx_e_5spacy_5attrs_FLAG51,
  __pyx_e_5spacy_5attrs_FLAG52,
  __pyx_e_5spacy_5attrs_FLAG53,
  __pyx_e_5spacy_5attrs_FLAG54,
  __pyx_e_5spacy_5attrs_FLAG55,
  __pyx_e_5spacy_5attrs_FLAG56,
  __pyx_e_5spacy_5attrs_FLAG57,
  __pyx_e_5spacy_5attrs_FLAG58,
  __pyx_e_5spacy_5attrs_FLAG59,
  __pyx_e_5spacy_5attrs_FLAG60,
  __pyx_e_5spacy_5attrs_FLAG61,
  __pyx_e_5spacy_5attrs_FLAG62,
  __pyx_e_5spacy_5attrs_FLAG63,
  __pyx_e_5spacy_5attrs_ID,
  __pyx_e_5spacy_5attrs_ORTH,
  __pyx_e_5spacy_5attrs_LOWER,
  __pyx_e_5spacy_5attrs_NORM,
  __pyx_e_5spacy_5attrs_SHAPE,
  __pyx_e_5spacy_5attrs_PREFIX,
  __pyx_e_5spacy_5attrs_SUFFIX,
  __pyx_e_5spacy_5attrs_LENGTH,
  __pyx_e_5spacy_5attrs_CLUSTER,
  __pyx_e_5spacy_5attrs_LEMMA,
  __pyx_e_5spacy_5attrs_POS,
  __pyx_e_5spacy_5attrs_TAG,
  __pyx_e_5spacy_5attrs_DEP,
  __pyx_e_5spacy_5attrs_ENT_IOB,
  __pyx_e_5spacy_5attrs_ENT_TYPE,
  __pyx_e_5spacy_5attrs_HEAD,
  __pyx_e_5spacy_5attrs_SENT_START,
  __pyx_e_5spacy_5attrs_SPACY,
  __pyx_e_5spacy_5attrs_PROB,
  __pyx_e_5spacy_5attrs_LANG,
  __pyx_e_5spacy_5attrs_ENT_KB_ID = __pyx_e_5spacy_7symbols_ENT_KB_ID,
  __pyx_e_5spacy_5attrs_MORPH,
  __pyx_e_5spacy_5attrs_ENT_ID = __pyx_e_5spacy_7symbols_ENT_ID,
  __pyx_e_5spacy_5attrs_IDX,
  __pyx_e_5spacy_5attrs_SENT_END
};

/* "parts_of_speech.pxd":4
 * 
 * 
 * cpdef enum univ_pos_t:             # <<<<<<<<<<<<<<
 *     NO_TAG = 0
 *     ADJ = symbols.ADJ
*/
enum __pyx_t_5spacy_15parts_of_speech_univ_pos_t {

  /* "parts_of_speech.pxd":6
 * cpdef enum univ_pos_t:
 *     NO_TAG = 0
 *     ADJ = symbols.ADJ             # <<<<<<<<<<<<<<
 *     ADP
 *     ADV
*/
  __pyx_e_5spacy_15parts_of_speech_NO_TAG = 0,
  __pyx_e_5spacy_15parts_of_speech_ADJ = __pyx_e_5spacy_7symbols_ADJ,
  __pyx_e_5spacy_15parts_of_speech_ADP,
  __pyx_e_5spacy_15parts_of_speech_ADV,
  __pyx_e_5spacy_15parts_of_speech_AUX,
  __pyx_e_5spacy_15parts_of_speech_CONJ,
  __pyx_e_5spacy_15parts_of_speech_CCONJ,
  __pyx_e_5spacy_15parts_of_speech_DET,
  __pyx_e_5spacy_15parts_of_speech_INTJ,
  __pyx_e_5spacy_15parts_of_speech_NOUN,
  __pyx_e_5spacy_15parts_of_speech_NUM,
  __pyx_e_5spacy_15parts_of_speech_PART,
  __pyx_e_5spacy_15parts_of_speech_PRON,
  __pyx_e_5spacy_15parts_of_speech_PROPN,
  __pyx_e_5spacy_15parts_of_speech_PUNCT,
  __pyx_e_5spacy_15parts_of_speech_SCONJ,
  __pyx_e_5spacy_15parts_of_speech_SYM,
  __pyx_e_5spacy_15parts_of_speech_VERB,
  __pyx_e_5spacy_15parts_of_speech_X,
  __pyx_e_5spacy_15parts_of_speech_EOL,
  __pyx_e_5spacy_15parts_of_speech_SPACE
};
struct __pyx_t_5spacy_7structs_LexemeC;
struct __pyx_t_5spacy_7structs_SpanC;
struct __pyx_t_5spacy_7structs_TokenC;
struct __pyx_t_5spacy_7structs_MorphAnalysisC;
struct __pyx_t_5spacy_7structs_KBEntryC;
struct __pyx_t_5spacy_7structs_AliasC;
struct __pyx_t_5spacy_7structs_EdgeC;
struct __pyx_t_5spacy_7structs_GraphC;

/* "structs.pxd":10
 * 
 * 
 * cdef struct LexemeC:             # <<<<<<<<<<<<<<
 *     flags_t flags
 * 
*/
struct __pyx_t_5spacy_7structs_LexemeC {
  __pyx_t_5spacy_8typedefs_flags_t flags;
  __pyx_t_5spacy_8typedefs_attr_t lang;
  __pyx_t_5spacy_8typedefs_attr_t id;
  __pyx_t_5spacy_8typedefs_attr_t length;
  __pyx_t_5spacy_8typedefs_attr_t orth;
  __pyx_t_5spacy_8typedefs_attr_t lower;
  __pyx_t_5spacy_8typedefs_attr_t norm;
  __pyx_t_5spacy_8typedefs_attr_t shape;
  __pyx_t_5spacy_8typedefs_attr_t prefix;
  __pyx_t_5spacy_8typedefs_attr_t suffix;
};

/* "structs.pxd":26
 * 
 * 
 * cdef struct SpanC:             # <<<<<<<<<<<<<<
 *     hash_t id
 *     int start
*/
struct __pyx_t_5spacy_7structs_SpanC {
  __pyx_t_5spacy_8typedefs_hash_t id;
  int start;
  int end;
  int start_char;
  int end_char;
  __pyx_t_5spacy_8typedefs_attr_t label;
  __pyx_t_5spacy_8typedefs_attr_t kb_id;
};

/* "structs.pxd":36
 * 
 * 
 * cdef struct TokenC:             # <<<<<<<<<<<<<<
 *     const LexemeC* lex
 *     uint64_t morph
*/
struct __pyx_t_5spacy_7structs_TokenC {
  struct __pyx_t_5spacy_7structs_LexemeC const *lex;
  uint64_t morph;
  enum __pyx_t_5spacy_15parts_of_speech_univ_pos_t pos;
  int spacy;
  __pyx_t_5spacy_8typedefs_attr_t tag;
  int idx;
  __pyx_t_5spacy_8typedefs_attr_t lemma;
  __pyx_t_5spacy_8typedefs_attr_t norm;
  int head;
  __pyx_t_5spacy_8typedefs_attr_t dep;
  uint32_t l_kids;
  uint32_t r_kids;
  uint32_t l_edge;
  uint32_t r_edge;
  int sent_start;
  int ent_iob;
  __pyx_t_5spacy_8typedefs_attr_t ent_type;
  __pyx_t_5spacy_8typedefs_attr_t ent_kb_id;
  __pyx_t_5spacy_8typedefs_hash_t ent_id;
};

/* "structs.pxd":60
 * 
 * 
 * cdef struct MorphAnalysisC:             # <<<<<<<<<<<<<<
 *     hash_t key
 *     int length
*/
struct __pyx_t_5spacy_7structs_MorphAnalysisC {
  __pyx_t_5spacy_8typedefs_hash_t key;
  int length;
  __pyx_t_5spacy_8typedefs_attr_t *fields;
  __pyx_t_5spacy_8typedefs_attr_t *features;
};

/* "structs.pxd":69
 * 
 * # Internal struct, for storage and disambiguation of entities.
 * cdef struct KBEntryC:             # <<<<<<<<<<<<<<
 * 
 *     # The hash of this entry's unique ID/name in the kB
*/
struct __pyx_t_5spacy_7structs_KBEntryC {
  __pyx_t_5spacy_8typedefs_hash_t entity_hash;
  int32_t vector_index;
  int32_t feats_row;
  float freq;
};

/* "structs.pxd":88
 * # Each alias struct stores a list of Entry pointers with their prior probabilities
 * # for this specific mention/alias.
 * cdef struct AliasC:             # <<<<<<<<<<<<<<
 * 
 *     # All entry candidates for this alias
*/
struct __pyx_t_5spacy_7structs_AliasC {
  std::vector<int64_t>  entry_indices;
  std::vector<float>  probs;
};

/* "structs.pxd":97
 * 
 * 
 * cdef struct EdgeC:             # <<<<<<<<<<<<<<
 *     hash_t label
 *     int32_t head
*/
struct __pyx_t_5spacy_7structs_EdgeC {
  __pyx_t_5spacy_8typedefs_hash_t label;
  int32_t head;
  int32_t tail;
};

/* "structs.pxd":103
 * 
 * 
 * cdef struct GraphC:             # <<<<<<<<<<<<<<
 *     vector[vector[int32_t]] nodes
 *     vector[EdgeC] edges
*/
struct __pyx_t_5spacy_7structs_GraphC {
  std::vector<std::vector<int32_t> >  nodes;
  std::vector<struct __pyx_t_5spacy_7structs_EdgeC>  edges;
  std::vector<float>  weights;
  std::vector<int>  n_heads;
  std::vector<int>  n_tails;
  std::vector<int>  first_head;
  std::vector<int>  first_tail;
  std::unordered_set<int>  *roots;
  std::unordered_map<__pyx_t_5spacy_8typedefs_hash_t,int>  *node_map;
  std::unordered_map<__pyx_t_5spacy_8typedefs_hash_t,int>  *edge_map;
};
struct __pyx_t_7preshed_4maps_Cell;
struct __pyx_t_7preshed_4maps_Result;
struct __pyx_t_7preshed_4maps_MapStruct;

/* "preshed/maps.pxd":12
 * 
 * 
 * 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":17
 * 
 * 
 * cdef struct Result:             # <<<<<<<<<<<<<<
 *     int found
 *     void* value
*/
struct __pyx_t_7preshed_4maps_Result {
  int found;
  void *value;
};

/* "preshed/maps.pxd":22
 * 
 * 
 * cdef struct MapStruct:             # <<<<<<<<<<<<<<
 *     Cell* cells
 *     void* value_for_empty_key
*/
struct __pyx_t_7preshed_4maps_MapStruct {
  struct __pyx_t_7preshed_4maps_Cell *cells;
  void *value_for_empty_key;
  void *value_for_del_key;
  __pyx_t_7preshed_4maps_key_t length;
  __pyx_t_7preshed_4maps_key_t filled;
  int is_empty_key_set;
  int is_del_key_set;
};
union __pyx_t_5spacy_7strings_Utf8Str;
typedef union __pyx_t_5spacy_7strings_Utf8Str __pyx_t_5spacy_7strings_Utf8Str;

/* "strings.pxd":17
 * 
 * 
 * ctypedef union Utf8Str:             # <<<<<<<<<<<<<<
 *     unsigned char[8] s
 *     unsigned char* p
*/
union __pyx_t_5spacy_7strings_Utf8Str {
  unsigned char s[8];
  unsigned char *p;
};
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;
};
struct __pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc;
typedef struct __pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc __pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc;

/* "spacy/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;

/* "spacy/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;

/* "spacy/tokens/doc.pyx":1533
 * 
 *         words = []
 *         token_attrs_ids = (POS, HEAD, DEP, LEMMA, TAG, MORPH)             # <<<<<<<<<<<<<<
 *         # Map annotation type IDs to their string equivalents.
 *         token_attrs = {t: self.vocab.strings[t].lower() for t in token_attrs_ids}
*/
struct __pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc {
  enum __pyx_t_5spacy_5attrs_attr_id_t f0;
  enum __pyx_t_5spacy_5attrs_attr_id_t f1;
  enum __pyx_t_5spacy_5attrs_attr_id_t f2;
  enum __pyx_t_5spacy_5attrs_attr_id_t f3;
  enum __pyx_t_5spacy_5attrs_attr_id_t f4;
  enum __pyx_t_5spacy_5attrs_attr_id_t f5;
};

/* "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":48
 * 
 * 
 * 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":57
 * 
 * # note: this class is thread-unsafe without external synchronization
 * 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;
  std::vector<__pyx_t_5spacy_8typedefs_hash_t>  _transient_keys;
  struct __pyx_obj_5cymem_5cymem_Pool *_non_temp_mem;
};


/* "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;
  struct __pyx_obj_5cymem_5cymem_Pool *_non_temp_mem;
  std::vector<__pyx_t_5spacy_8typedefs_attr_t>  _transient_orths;
};


/* "span.pxd":8
 * 
 * 
 * cdef class Span:             # <<<<<<<<<<<<<<
 *     cdef readonly Doc doc
 *     cdef SpanC c
*/
struct __pyx_obj_5spacy_6tokens_4span_Span {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_6tokens_4span_Span *__pyx_vtab;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *doc;
  struct __pyx_t_5spacy_7structs_SpanC c;
  PyObject *_vector;
  PyObject *_vector_norm;
};


/* "lexeme.pxd":24
 * 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;
};


/* "token.pxd":16
 * cdef const int MISSING_DEP = 0
 * 
 * cdef class Token:             # <<<<<<<<<<<<<<
 *     cdef readonly Vocab vocab
 *     cdef TokenC* c
*/
struct __pyx_obj_5spacy_6tokens_5token_Token {
  PyObject_HEAD
  struct __pyx_vtabstruct_5spacy_6tokens_5token_Token *__pyx_vtab;
  struct __pyx_obj_5spacy_5vocab_Vocab *vocab;
  struct __pyx_t_5spacy_7structs_TokenC *c;
  int i;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *doc;
};


/* "spacy/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__;
};


/* "spacy/tokens/doc.pyx":431
 *         return self.has_annotation("SENT_START")
 * 
 *     def has_annotation(self, attr, *, require_complete=False):             # <<<<<<<<<<<<<<
 *         """Check whether the doc contains annotation on a token attribute.
 * 
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation {
  PyObject_HEAD
  PyObject *__pyx_v_attr;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self;
};


/* "spacy/tokens/doc.pyx":470
 *             range_start = 1
 *         if require_complete:
 *             return all(Token.get_struct_attr(&self.c[i], attr) for i in range(range_start, self.length))             # <<<<<<<<<<<<<<
 *         else:
 *             return any(Token.get_struct_attr(&self.c[i], attr) for i in range(range_start, self.length))
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *__pyx_outer_scope;
  int __pyx_genexpr_arg_0;
  int __pyx_genexpr_arg_1;
  int __pyx_v_i;
};


/* "spacy/tokens/doc.pyx":472
 *             return all(Token.get_struct_attr(&self.c[i], attr) for i in range(range_start, self.length))
 *         else:
 *             return any(Token.get_struct_attr(&self.c[i], attr) for i in range(range_start, self.length))             # <<<<<<<<<<<<<<
 * 
 *     def __getitem__(self, object i):
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *__pyx_outer_scope;
  int __pyx_genexpr_arg_0;
  int __pyx_genexpr_arg_1;
  int __pyx_v_i;
};


/* "spacy/tokens/doc.pyx":507
 *         return Token.cinit(self.vocab, &self.c[i], i, self)
 * 
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         """Iterate over `Token`  objects, from which the annotations can be
 *         easily accessed. This is the main way of accessing `Token` objects,
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_3___iter__ {
  PyObject_HEAD
  int __pyx_v_i;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self;
  int __pyx_t_0;
  int __pyx_t_1;
  int __pyx_t_2;
};


/* "spacy/tokens/doc.pyx":664
 *             return self.user_hooks["has_vector"](self)
 *         elif self.vocab.vectors.size:
 *             return any(token.has_vector for token in self)             # <<<<<<<<<<<<<<
 *         elif self.tensor.size:
 *             return True
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_4_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_token;
};


/* "spacy/tokens/doc.pyx":689
 *             return self._vector
 *         elif self.vocab.vectors.size > 0:
 *             self._vector = sum(t.vector for t in self) / len(self)             # <<<<<<<<<<<<<<
 *             return self._vector
 *         elif self.tensor.size > 0:
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_5_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_t;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
};


/* "spacy/tokens/doc.pyx":730
 *         RETURNS (str): The original verbatim text of the document.
 *         """
 *         return "".join(t.text_with_ws for t in self)             # <<<<<<<<<<<<<<
 * 
 *     @property
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr {
  PyObject_HEAD
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_t;
};


/* "spacy/tokens/doc.pyx":887
 *                 self.c[i+1].ent_iob = 3
 * 
 *     @property             # <<<<<<<<<<<<<<
 *     def noun_chunks(self):
 *         """Iterate over the base noun phrases in the document. Yields base
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_7___get__ {
  PyObject_HEAD
  PyObject *__pyx_v_end;
  PyObject *__pyx_v_label;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self;
  PyObject *__pyx_v_span;
  PyObject *__pyx_v_spans;
  PyObject *__pyx_v_start;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
};


/* "spacy/tokens/doc.pyx":916
 *             yield span
 * 
 *     @property             # <<<<<<<<<<<<<<
 *     def sents(self):
 *         """Iterate over the sentences in the document. Yields sentence `Span`
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_8___get__ {
  PyObject_HEAD
  long __pyx_v_i;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self;
  long __pyx_v_start;
  int __pyx_t_0;
  int __pyx_t_1;
  long __pyx_t_2;
};


/* "spacy/tokens/doc.pyx":1187
 *             attrs = list(Doc._get_array_attrs())
 *         else:
 *             if any(isinstance(attr, str) for attr in attrs):     # resolve attribute names             # <<<<<<<<<<<<<<
 *                 attrs = [intify_attr(attr) for attr in attrs]    # intify_attr returns None for invalid attrs
 *             attrs = list(attr for attr in set(attrs) if attr)    # filter duplicates, remove None if present
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr {
  PyObject_HEAD
  PyObject *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_attr;
};


/* "spacy/tokens/doc.pyx":1189
 *             if any(isinstance(attr, str) for attr in attrs):     # resolve attribute names
 *                 attrs = [intify_attr(attr) for attr in attrs]    # intify_attr returns None for invalid attrs
 *             attrs = list(attr for attr in set(attrs) if attr)    # filter duplicates, remove None if present             # <<<<<<<<<<<<<<
 *         if SPACY not in attrs:
 *             attrs.append(SPACY)
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr {
  PyObject_HEAD
  PyObject *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_attr;
};


/* "spacy/tokens/doc.pyx":1199
 *         char_offset = 0
 *         for doc in docs:
 *             concat_words.extend(t.text for t in doc)             # <<<<<<<<<<<<<<
 *             concat_spaces.extend(bool(t.whitespace_) for t in doc)
 * 
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr {
  PyObject_HEAD
  PyObject *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_t;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
};


/* "spacy/tokens/doc.pyx":1200
 *         for doc in docs:
 *             concat_words.extend(t.text for t in doc)
 *             concat_spaces.extend(bool(t.whitespace_) for t in doc)             # <<<<<<<<<<<<<<
 * 
 *             if "user_data" not in exclude:
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr {
  PyObject_HEAD
  PyObject *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_t;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
};


/* "spacy/tokens/doc.pyx":1271
 *                     raise ValueError(Errors.E873.format(key=key, text=text))
 * 
 *         if "tensor" not in exclude and any(len(doc) for doc in docs):             # <<<<<<<<<<<<<<
 *             ops = get_current_ops()
 *             concat_doc.tensor = ops.xp.vstack([ops.asarray(doc.tensor) for doc in docs if len(doc)])
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr {
  PyObject_HEAD
  PyObject *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_doc;
};


/* "spacy/tokens/doc.pyx":1364
 *         return self.from_dict(srsly.msgpack_loads(bytes_data), exclude=exclude)
 * 
 *     def to_dict(self, *, exclude=tuple()):             # <<<<<<<<<<<<<<
 *         """Export the document contents to a dictionary for serialization.
 * 
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict {
  PyObject_HEAD
  PyObject *__pyx_v_array_head;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self;
  PyObject *__pyx_v_strings;
  PyObject *__pyx_v_user_data_keys;
  PyObject *__pyx_v_user_data_values;
};


/* "spacy/tokens/doc.pyx":1760
 *         byte_strings = [token.orth_.encode('utf8') for token in self]
 *         if nr_char == -1:
 *             nr_char = max(len(bs) for bs in byte_strings)             # <<<<<<<<<<<<<<
 *         cdef np.ndarray output = numpy.zeros((len(byte_strings), nr_char), dtype='uint8')
 *         output.fill(255)
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr {
  PyObject_HEAD
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};


/* "spacy/tokens/doc.pyx":1782
 *     def _get_array_attrs():
 *         attrs = [LENGTH, SPACY]
 *         attrs.extend(intify_attr(x) for x in DOCBIN_ALL_ATTRS)             # <<<<<<<<<<<<<<
 *         return tuple(attrs)
 * 
*/
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr {
  PyObject_HEAD
  PyObject *__pyx_genexpr_arg_0;
  PyObject *__pyx_v_x;
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};


/* "View.MemoryView":110
 * 
 * 
 * @cython.collection_type("sequence")             # <<<<<<<<<<<<<<
 * @cname("__pyx_array")
 * cdef class array:
*/
struct __pyx_array_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_array *__pyx_vtab;
  char *data;
  Py_ssize_t len;
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  Py_ssize_t itemsize;
  PyObject *mode;
  PyObject *_format;
  void (*callback_free_data)(void *);
  int free_data;
  int dtype_is_object;
};


/* "View.MemoryView":299
 * 
 * 
 * @cname('__pyx_MemviewEnum')             # <<<<<<<<<<<<<<
 * cdef class Enum(object):
 *     cdef object name
*/
struct __pyx_MemviewEnum_obj {
  PyObject_HEAD
  PyObject *name;
};


/* "View.MemoryView":334
 * 
 * 
 * @cname('__pyx_memoryview')             # <<<<<<<<<<<<<<
 * cdef class memoryview:
 * 
*/
struct __pyx_memoryview_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;
  PyObject *obj;
  PyObject *_size;
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  PyThread_type_lock lock;
  __pyx_atomic_int_type acquisition_count;
  Py_buffer view;
  int flags;
  int dtype_is_object;
  __Pyx_TypeInfo const *typeinfo;
};


/* "View.MemoryView":951
 * 
 * 
 * @cython.collection_type("sequence")             # <<<<<<<<<<<<<<
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):
*/
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":48
 * 
 * 
 * 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":57
 * 
 * # note: this class is thread-unsafe without external synchronization
 * 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 *, int);
  __pyx_t_5spacy_7strings_Utf8Str const *(*_intern_utf8)(struct __pyx_obj_5spacy_7strings_StringStore *, char *, int, __pyx_t_5spacy_8typedefs_hash_t *, 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 *, int);
};
static struct __pyx_vtabstruct_5spacy_5vocab_Vocab *__pyx_vtabptr_5spacy_5vocab_Vocab;


/* "span.pxd":8
 * 
 * 
 * cdef class Span:             # <<<<<<<<<<<<<<
 *     cdef readonly Doc doc
 *     cdef SpanC c
*/

struct __pyx_vtabstruct_5spacy_6tokens_4span_Span {
  struct __pyx_obj_5spacy_6tokens_4span_Span *(*cinit)(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, struct __pyx_t_5spacy_7structs_SpanC);
  PyArrayObject *(*to_array)(struct __pyx_obj_5spacy_6tokens_4span_Span *, PyObject *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5spacy_6tokens_4span_Span *__pyx_vtabptr_5spacy_6tokens_4span_Span;
static CYTHON_INLINE struct __pyx_obj_5spacy_6tokens_4span_Span *__pyx_f_5spacy_6tokens_4span_4Span_cinit(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, struct __pyx_t_5spacy_7structs_SpanC);


/* "lexeme.pxd":24
 * 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);
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};
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);


/* "token.pxd":16
 * cdef const int MISSING_DEP = 0
 * 
 * cdef class Token:             # <<<<<<<<<<<<<<
 *     cdef readonly Vocab vocab
 *     cdef TokenC* c
*/

struct __pyx_vtabstruct_5spacy_6tokens_5token_Token {
  struct __pyx_obj_5spacy_6tokens_5token_Token *(*cinit)(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_t_5spacy_7structs_TokenC const *, int, struct __pyx_obj_5spacy_6tokens_3doc_Doc *);
  int (*check_flag)(struct __pyx_obj_5spacy_6tokens_5token_Token *, enum __pyx_t_5spacy_5attrs_attr_id_t, int __pyx_skip_dispatch);
  __pyx_t_5spacy_8typedefs_attr_t (*get_struct_attr)(struct __pyx_t_5spacy_7structs_TokenC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
  __pyx_t_5spacy_8typedefs_attr_t (*set_struct_attr)(struct __pyx_t_5spacy_7structs_TokenC *, enum __pyx_t_5spacy_5attrs_attr_id_t, __pyx_t_5spacy_8typedefs_attr_t);
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};
static struct __pyx_vtabstruct_5spacy_6tokens_5token_Token *__pyx_vtabptr_5spacy_6tokens_5token_Token;
static CYTHON_INLINE struct __pyx_obj_5spacy_6tokens_5token_Token *__pyx_f_5spacy_6tokens_5token_5Token_cinit(struct __pyx_obj_5spacy_5vocab_Vocab *, struct __pyx_t_5spacy_7structs_TokenC const *, int, struct __pyx_obj_5spacy_6tokens_3doc_Doc *);
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6tokens_5token_5Token_get_struct_attr(struct __pyx_t_5spacy_7structs_TokenC const *, enum __pyx_t_5spacy_5attrs_attr_id_t);
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/* "spacy/tokens/doc.pyx":130
 * 
 * 
 * cdef class Doc:             # <<<<<<<<<<<<<<
 *     """A sequence of Token objects. Access sentences and named entities, export
 *     annotations to numpy arrays, losslessly serialize to compressed binary
*/

struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc {
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static struct __pyx_vtabstruct_5spacy_6tokens_3doc_Doc *__pyx_vtabptr_5spacy_6tokens_3doc_Doc;


/* "View.MemoryView":110
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struct __pyx_vtabstruct_array {
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/* "View.MemoryView":334
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struct __pyx_vtabstruct_memoryview {
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#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6
#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
#else
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#endif
#else
#define __Pyx_PyErr_Clear() PyErr_Clear()
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
#endif

/* PyObjectGetAttrStr.proto (used by PyObjectGetAttrStrNoError) */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

/* PyObjectGetAttrStrNoError.proto (used by GetBuiltinName) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);

/* GetBuiltinName.proto */
static PyObject *__Pyx_GetBuiltinName(PyObject *name);

/* TupleAndListFromArray.proto (used by fastcall) */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n);
#endif
#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_METH_FASTCALL
static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n);
#endif

/* IncludeStringH.proto (used by BytesEquals) */
#include <string.h>

/* BytesEquals.proto (used by UnicodeEquals) */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);

/* UnicodeEquals.proto (used by fastcall) */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);

/* fastcall.proto */
#if CYTHON_AVOID_BORROWED_REFS
    #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_PySequence_ITEM(args, i)
#elif CYTHON_ASSUME_SAFE_MACROS
    #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_NewRef(__Pyx_PyTuple_GET_ITEM(args, i))
#else
    #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_XNewRef(PyTuple_GetItem(args, i))
#endif
#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds)
#define __Pyx_KwValues_VARARGS(args, nargs) NULL
#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s)
#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw)
#if CYTHON_METH_FASTCALL
    #define __Pyx_ArgRef_FASTCALL(args, i) __Pyx_NewRef(args[i])
    #define __Pyx_NumKwargs_FASTCALL(kwds) __Pyx_PyTuple_GET_SIZE(kwds)
    #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs))
    static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API
    CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues);
  #else
    #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw)
  #endif
#else
    #define __Pyx_ArgRef_FASTCALL __Pyx_ArgRef_VARARGS
    #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS
    #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS
    #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS
    #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS
#endif
#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop)
#if CYTHON_METH_FASTCALL || (CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(args + start, stop - start)
#else
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop)
#endif

/* py_dict_items.proto (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d);

/* CallCFunction.proto (used by CallUnboundCMethod0) */
#define __Pyx_CallCFunction(cfunc, self, args)\
    ((PyCFunction)(void(*)(void))(cfunc)->func)(self, args)
#define __Pyx_CallCFunctionWithKeywords(cfunc, self, args, kwargs)\
    ((PyCFunctionWithKeywords)(void(*)(void))(cfunc)->func)(self, args, kwargs)
#define __Pyx_CallCFunctionFast(cfunc, self, args, nargs)\
    ((__Pyx_PyCFunctionFast)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs)
#define __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, nargs, kwnames)\
    ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs, kwnames)

/* PyObjectCall.proto (used by PyObjectFastCall) */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
#else
#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
#endif

/* PyObjectCallMethO.proto (used by PyObjectFastCall) */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
#endif

/* PyObjectFastCall.proto (used by PyObjectCallOneArg) */
#define __Pyx_PyObject_FastCall(func, args, nargs)  __Pyx_PyObject_FastCallDict(func, args, (size_t)(nargs), NULL)
static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs);

/* PyObjectCallOneArg.proto (used by CallUnboundCMethod0) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);

/* UnpackUnboundCMethod.proto (used by CallUnboundCMethod0) */
typedef struct {
    PyObject *type;
    PyObject **method_name;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && CYTHON_ATOMICS
    __pyx_atomic_int_type initialized;
#endif
    PyCFunction func;
    PyObject *method;
    int flag;
} __Pyx_CachedCFunction;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
static CYTHON_INLINE int __Pyx_CachedCFunction_GetAndSetInitializing(__Pyx_CachedCFunction *cfunc) {
#if !CYTHON_ATOMICS
    return 1;
#else
    __pyx_nonatomic_int_type expected = 0;
    if (__pyx_atomic_int_cmp_exchange(&cfunc->initialized, &expected, 1)) {
        return 0;
    }
    return expected;
#endif
}
static CYTHON_INLINE void __Pyx_CachedCFunction_SetFinishedInitializing(__Pyx_CachedCFunction *cfunc) {
#if CYTHON_ATOMICS
    __pyx_atomic_store(&cfunc->initialized, 2);
#endif
}
#else
#define __Pyx_CachedCFunction_GetAndSetInitializing(cfunc) 2
#define __Pyx_CachedCFunction_SetFinishedInitializing(cfunc)
#endif

/* CallUnboundCMethod0.proto */
CYTHON_UNUSED
static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self);
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self);
#else
#define __Pyx_CallUnboundCMethod0(cfunc, self)  __Pyx__CallUnboundCMethod0(cfunc, self)
#endif

/* py_dict_values.proto (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d);

/* OwnedDictNext.proto (used by ParseKeywordsImpl) */
#if CYTHON_AVOID_BORROWED_REFS
static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue);
#else
CYTHON_INLINE
static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue);
#endif

/* RaiseDoubleKeywords.proto (used by ParseKeywordsImpl) */
static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);

/* ParseKeywordsImpl.export */
static int __Pyx_ParseKeywordsTuple(
    PyObject *kwds,
    PyObject * const *kwvalues,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs
);
static int __Pyx_ParseKeywordDictToDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name
);
static int __Pyx_ParseKeywordDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs
);

/* CallUnboundCMethod2.proto */
CYTHON_UNUSED
static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2);
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2);
#else
#define __Pyx_CallUnboundCMethod2(cfunc, self, arg1, arg2)  __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2)
#endif

/* ParseKeywords.proto */
static CYTHON_INLINE int __Pyx_ParseKeywords(
    PyObject *kwds, PyObject *const *kwvalues, PyObject ** const argnames[],
    PyObject *kwds2, PyObject *values[],
    Py_ssize_t num_pos_args, Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs
);

/* RaiseArgTupleInvalid.proto */
static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);

/* ArgTypeTestFunc.export */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);

/* ArgTypeTest.proto */
#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
    ((likely(__Pyx_IS_TYPE(obj, type) | (none_allowed && (obj == Py_None)))) ? 1 :\
        __Pyx__ArgTypeTest(obj, type, name, exact))

/* PyValueError_Check.proto */
#define __Pyx_PyExc_ValueError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_ValueError)

/* RaiseException.export */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);

/* PyObjectFastCallMethod.proto */
#if CYTHON_VECTORCALL && PY_VERSION_HEX >= 0x03090000
#define __Pyx_PyObject_FastCallMethod(name, args, nargsf) PyObject_VectorcallMethod(name, args, nargsf, NULL)
#else
static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf);
#endif

/* RaiseUnexpectedTypeError.proto */
static int __Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj);

/* PyMemoryError_Check.proto */
#define __Pyx_PyExc_MemoryError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_MemoryError)

/* BuildPyUnicode.proto (used by COrdinalToPyUnicode) */
static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength,
                                                int prepend_sign, char padding_char);

/* COrdinalToPyUnicode.proto (used by CIntToPyUnicode) */
static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value);
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t width, char padding_char);

/* GCCDiagnostics.proto (used by CIntToPyUnicode) */
#if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
#define __Pyx_HAS_GCC_DIAGNOSTIC
#endif

/* IncludeStdlibH.proto (used by CIntToPyUnicode) */
#include <stdlib.h>

/* CIntToPyUnicode.proto */
#define __Pyx_PyUnicode_From_int(value, width, padding_char, format_char) (\
    ((format_char) == ('c')) ?\
        __Pyx_uchar___Pyx_PyUnicode_From_int(value, width, padding_char) :\
        __Pyx____Pyx_PyUnicode_From_int(value, width, padding_char, format_char)\
    )
static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char);
static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char);

/* CIntToPyUnicode.proto */
#define __Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char, format_char) (\
    ((format_char) == ('c')) ?\
        __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char) :\
        __Pyx____Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char, format_char)\
    )
static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char);
static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char);

/* JoinPyUnicode.export */
static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      Py_UCS4 max_char);

/* PyObjectFormatSimple.proto */
#if CYTHON_COMPILING_IN_PYPY
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#elif CYTHON_USE_TYPE_SLOTS
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_repr(s) :\
        likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_repr(s) :\
        PyObject_Format(s, f))
#else
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#endif

CYTHON_UNUSED static int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/
/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

/* GetItemInt.proto */
#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck, unsafe_shared) :\
    (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, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\
    (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, int unsafe_shared);
#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\
    (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, int unsafe_shared);
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, int unsafe_shared);

/* 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

/* RejectKeywords.export */
static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds);

/* PyTypeError_Check.proto */
#define __Pyx_PyExc_TypeError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_TypeError)

/* DivInt[Py_ssize_t].proto */
static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t, int b_is_constant);

/* UnaryNegOverflows.proto */
#define __Pyx_UNARY_NEG_WOULD_OVERFLOW(x)\
        (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))

/* GetAttr3.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);

/* PyDictVersioning.proto (used by GetModuleGlobalName) */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
#define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
#define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
    (version_var) = __PYX_GET_DICT_VERSION(dict);\
    (cache_var) = (value);
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
        (VAR) = __Pyx_XNewRef(__pyx_dict_cached_value);\
    } else {\
        (VAR) = __pyx_dict_cached_value = (LOOKUP);\
        __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
    }\
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
#else
#define __PYX_GET_DICT_VERSION(dict)  (0)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
#endif

/* GetModuleGlobalName.proto */
#if CYTHON_USE_DICT_VERSIONS
#define __Pyx_GetModuleGlobalName(var, name)  do {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_mstate_global->__pyx_d))) ?\
        (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
        __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
} while(0)
#define __Pyx_GetModuleGlobalNameUncached(var, name)  do {\
    PY_UINT64_T __pyx_dict_version;\
    PyObject *__pyx_dict_cached_value;\
    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
} while(0)
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
#else
#define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
#define __Pyx_GetModuleGlobalNameUncached(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
#endif

/* AssertionsEnabled.proto */
#if CYTHON_COMPILING_IN_LIMITED_API  ||  PY_VERSION_HEX >= 0x030C0000
  static int __pyx_assertions_enabled_flag;
  #define __pyx_assertions_enabled() (__pyx_assertions_enabled_flag)
  #if __clang__ || __GNUC__
  __attribute__((no_sanitize("thread")))
  #endif
  static int __Pyx_init_assertions_enabled(void) {
    PyObject *builtins, *debug, *debug_str;
    int flag;
    builtins = PyEval_GetBuiltins();
    if (!builtins) goto bad;
    debug_str = PyUnicode_FromStringAndSize("__debug__", 9);
    if (!debug_str) goto bad;
    debug = PyObject_GetItem(builtins, debug_str);
    Py_DECREF(debug_str);
    if (!debug) goto bad;
    flag = PyObject_IsTrue(debug);
    Py_DECREF(debug);
    if (flag == -1) goto bad;
    __pyx_assertions_enabled_flag = flag;
    return 0;
  bad:
    __pyx_assertions_enabled_flag = 1;
    return -1;
  }
#else
  #define __Pyx_init_assertions_enabled()  (0)
  #define __pyx_assertions_enabled()  (!Py_OptimizeFlag)
#endif

/* PyAssertionError_Check.proto */
#define __Pyx_PyExc_AssertionError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_AssertionError)

/* RaiseTooManyValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

/* RaiseNeedMoreValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);

/* RaiseNoneIterError.proto */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);

/* ExtTypeTest.proto */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

/* GetTopmostException.proto (used by SaveResetException) */
#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
#endif

/* SaveResetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSave(type, value, tb)  __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#define __Pyx_ExceptionReset(type, value, tb)  __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
#else
#define __Pyx_ExceptionSave(type, value, tb)   PyErr_GetExcInfo(type, value, tb)
#define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
#endif

/* GetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_GetException(type, value, tb)  __Pyx__GetException(__pyx_tstate, type, value, tb)
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
#endif

/* 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

/* HasAttr.proto (used by ImportImpl) */
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
#define __Pyx_HasAttr(o, n)  PyObject_HasAttrWithError(o, n)
#else
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);
#endif

/* ImportImpl.export */
static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level);

/* Import.proto */
static CYTHON_INLINE PyObject *__Pyx_Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, int level);

/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
#define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2)
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, 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_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2))
#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2) {
    return PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2);
}
#endif
#define __Pyx_PyErr_ExceptionMatches2(err1, err2)  __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2)
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
#ifdef PyExceptionInstance_Check
  #define __Pyx_PyBaseException_Check(obj) PyExceptionInstance_Check(obj)
#else
  #define __Pyx_PyBaseException_Check(obj) __Pyx_TypeCheck(obj, PyExc_BaseException)
#endif

CYTHON_UNUSED static int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
/* ListCompAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len)) {
        Py_INCREF(x);
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
        L->ob_item[len] = x;
        #else
        PyList_SET_ITEM(list, len, x);
        #endif
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

/* PySequenceMultiply.proto */
#define __Pyx_PySequence_Multiply_Left(mul, seq)  __Pyx_PySequence_Multiply(seq, mul)
#if !CYTHON_USE_TYPE_SLOTS
#define  __Pyx_PySequence_Multiply PySequence_Repeat
#else
static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul);
#endif

/* PyObjectFormatAndDecref.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f);
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f);

/* PyObjectFormat.proto */
#if CYTHON_USE_UNICODE_WRITER
static PyObject* __Pyx_PyObject_Format(PyObject* s, PyObject* f);
#else
#define __Pyx_PyObject_Format(s, f) PyObject_Format(s, f)
#endif

/* SetItemInt.proto */
#define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_SetItemInt_Fast(o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck, unsafe_shared) :\
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list assignment index out of range"), -1) :\
               __Pyx_SetItemInt_Generic(o, to_py_func(i), v)))
static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v);
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v,
                                               int is_list, int wraparound, int boundscheck, int unsafe_shared);

/* RaiseUnboundLocalError.proto */
static void __Pyx_RaiseUnboundLocalError(const char *varname);

/* PyIndexError_Check.proto */
#define __Pyx_PyExc_IndexError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_IndexError)

/* DivInt[long].proto */
static CYTHON_INLINE long __Pyx_div_long(long, long, int b_is_constant);

/* Profile.proto */
#if CYTHON_TRACE
  #undef CYTHON_PROFILE_REUSE_FRAME
#endif
#if CYTHON_USE_MODULE_STATE
  #undef CYTHON_PROFILE_REUSE_CODEOBJ
  #define CYTHON_PROFILE_REUSE_CODEOBJ 0
  #undef CYTHON_PROFILE_REUSE_FRAME
#endif
#ifndef CYTHON_PROFILE_REUSE_CODEOBJ
  #define CYTHON_PROFILE_REUSE_CODEOBJ 1
#endif
#ifndef CYTHON_PROFILE_REUSE_FRAME
  #define CYTHON_PROFILE_REUSE_FRAME 0
#endif
#if CYTHON_USE_SYS_MONITORING && (CYTHON_PROFILE || CYTHON_TRACE)
  #define __PYX_MONITORING_ABI_SUFFIX  "_mon"
#else
  #define __PYX_MONITORING_ABI_SUFFIX
#endif
#if CYTHON_PROFILE || CYTHON_TRACE
#if CYTHON_USE_SYS_MONITORING
  typedef uint64_t __pyx_monitoring_version_type;
  #define __Pyx_TraceDeclarationsFunc\
      PyObject *__pyx_frame_code = NULL;\
      PyMonitoringState __pyx_pymonitoring_state[__Pyx_MonitoringEventTypes_CyFunc_count];\
      int __pyx_exception_already_reported = 0;\
      const int __pyx_sys_monitoring_disabled_in_parallel = 0; CYTHON_UNUSED_VAR(__pyx_sys_monitoring_disabled_in_parallel);
  #define __Pyx_TraceDeclarationsGen\
      PyObject *__pyx_frame_code = Py_NewRef(__pyx_generator->gi_code);\
      PyMonitoringState* __pyx_pymonitoring_state = __pyx_generator->__pyx_pymonitoring_state;\
      __pyx_monitoring_version_type __pyx_pymonitoring_version = __pyx_generator->__pyx_pymonitoring_version;\
      int __pyx_exception_already_reported = 0;\
      const int __pyx_sys_monitoring_disabled_in_parallel = 0; CYTHON_UNUSED_VAR(__pyx_sys_monitoring_disabled_in_parallel);
  #define __Pyx_IsTracing(event_id)  ((!__pyx_sys_monitoring_disabled_in_parallel) && (__pyx_pymonitoring_state[event_id]).active)
  #define __Pyx_TraceFrameInit(codeobj)\
      if (codeobj) __pyx_frame_code = codeobj;
  #define __Pyx_TurnOffSysMonitoringInParallel\
    const int __pyx_sys_monitoring_disabled_in_parallel = 1;\
    CYTHON_UNUSED_VAR(__pyx_sys_monitoring_disabled_in_parallel);
  CYTHON_UNUSED static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno);
  CYTHON_UNUSED static int __Pyx__TraceStartFunc(PyMonitoringState *state_array, PyObject *code_obj, int offset, int skip_event);
  CYTHON_UNUSED static int __Pyx__TraceStartGen(PyMonitoringState *state_array, __pyx_monitoring_version_type *version, PyObject *code_obj, int offset);
  CYTHON_UNUSED static int __Pyx__TraceResumeGen(PyMonitoringState *state_array, __pyx_monitoring_version_type *version, PyObject *code_obj, int offset);
  CYTHON_UNUSED static void __Pyx__TraceException(PyMonitoringState *monitoring_state, PyObject *code_obj, int offset, int reraised);
  #define __Pyx_PyMonitoring_ExitScope(nogil)\
    if (nogil) {\
        (void) __pyx_exception_already_reported;\
        if (CYTHON_TRACE_NOGIL) {\
            PyGILState_STATE state = PyGILState_Ensure();\
            PyMonitoring_ExitScope();\
            Py_XDECREF(__pyx_frame_code);\
            PyGILState_Release(state);\
        }\
    } else {\
        PyMonitoring_ExitScope();\
        Py_XDECREF(__pyx_frame_code);\
    }
  #define __Pyx_TraceStartFunc(funcname, srcfile, firstlineno, offset, nogil, skip_event, goto_error)\
  if ((0) ); else {\
      int ret = 0;\
      memset(__pyx_pymonitoring_state, 0, sizeof(__pyx_pymonitoring_state));\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyGILState_STATE state = PyGILState_Ensure();\
              if (!__Pyx_PyThreadState_Current->tracing) {\
                  if (likely(__pyx_frame_code)) Py_INCREF(__pyx_frame_code);\
                  else __pyx_frame_code = (PyObject*) __Pyx_createFrameCodeObject(funcname, srcfile, firstlineno);\
                  if (unlikely(!__pyx_frame_code)) ret = -1;\
                  else ret = __Pyx__TraceStartFunc(__pyx_pymonitoring_state, __pyx_frame_code, offset, skip_event);\
              } else __pyx_frame_code = NULL;\
              PyGILState_Release(state);\
          } else __pyx_frame_code = NULL;\
      } else {\
          if (!__Pyx_PyThreadState_Current->tracing) {\
              if (likely(__pyx_frame_code)) Py_INCREF(__pyx_frame_code);\
              else __pyx_frame_code = (PyObject*) __Pyx_createFrameCodeObject(funcname, srcfile, firstlineno);\
              if (unlikely(!__pyx_frame_code)) ret = -1;\
              else ret = __Pyx__TraceStartFunc(__pyx_pymonitoring_state, __pyx_frame_code, offset, skip_event);\
          } else __pyx_frame_code = NULL;\
      }\
      if (unlikely(ret == -1)) goto_error;\
  }
  #define __Pyx_TraceStartGen(funcname, srcfile, firstlineno, offset, nogil, skip_event, goto_error)\
  if ((0) ); else {\
      int ret = __Pyx__TraceStartGen(__pyx_pymonitoring_state, &__pyx_pymonitoring_version, __pyx_frame_code, offset);\
      if (unlikely(ret == -1)) goto_error;\
  }
  #define __Pyx_TraceResumeGen(funcname, srcfile, firstlineno, offset, goto_error)\
  if ((0) ); else {\
      int ret = __Pyx__TraceResumeGen(__pyx_pymonitoring_state, &__pyx_pymonitoring_version, __pyx_frame_code, offset);\
      if (unlikely(ret == -1)) goto_error;\
  }
  #define __Pyx_TraceYield(result, offset, goto_error)\
  if (!__Pyx_IsTracing(__Pyx_Monitoring_PY_YIELD)); else {\
      int ret = PyMonitoring_FirePyYieldEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_PY_RETURN], __pyx_frame_code, offset, result);\
      PyMonitoring_ExitScope();\
      if (unlikely(ret == -1)) goto_error;\
  }
  #define __Pyx_TraceException(offset, reraised, fresh)\
  if (!__Pyx_IsTracing((reraised) ? __Pyx_Monitoring_RERAISE : __Pyx_Monitoring_RAISE)); else {\
      if (fresh || reraised || !__pyx_exception_already_reported) {\
          __Pyx__TraceException(&__pyx_pymonitoring_state[(reraised) ? __Pyx_Monitoring_RERAISE : __Pyx_Monitoring_RAISE], __pyx_frame_code, offset, reraised);\
      }\
      __pyx_exception_already_reported = 1;\
  }
  #define __Pyx_TraceExceptionDone()  __pyx_exception_already_reported = 0
  #define __Pyx_TraceExceptionHandled(offset)\
  if (!__Pyx_IsTracing(__Pyx_Monitoring_EXCEPTION_HANDLED)); else {\
      (void) PyMonitoring_FireExceptionHandledEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_EXCEPTION_HANDLED], __pyx_frame_code, offset);\
      __pyx_exception_already_reported = 0;\
  }
  #define __Pyx_TraceReturnValue(result, offset, nogil, goto_error)\
  if (!__Pyx_IsTracing(__Pyx_Monitoring_PY_RETURN)); else {\
      int ret = 0;\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyGILState_STATE state = PyGILState_Ensure();\
              ret = PyMonitoring_FirePyReturnEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_PY_RETURN], __pyx_frame_code, offset, result);\
              PyGILState_Release(state);\
          }\
      } else {\
          ret = PyMonitoring_FirePyReturnEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_PY_RETURN], __pyx_frame_code, offset, result);\
      }\
      if (unlikely(ret == -1)) goto_error;\
  }
  #define __Pyx_TraceReturnCValue(cresult, convert_function, offset, nogil, goto_error)\
  if (!__Pyx_IsTracing(__Pyx_Monitoring_PY_RETURN)); else {\
      int ret = 0;\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyGILState_STATE state = PyGILState_Ensure();\
              PyObject *pyvalue = convert_function(cresult);\
              if (unlikely(!pyvalue)) {\
                  PyErr_Clear();\
                  pyvalue = Py_None; Py_INCREF(Py_None);\
              }\
              ret = PyMonitoring_FirePyReturnEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_PY_RETURN], __pyx_frame_code, offset, pyvalue);\
              Py_DECREF(pyvalue);\
              PyGILState_Release(state);\
          }\
      } else {\
          PyObject *pyvalue = convert_function(cresult);\
          if (unlikely(!pyvalue)) {\
              PyErr_Clear();\
              pyvalue = Py_None; Py_INCREF(Py_None);\
          }\
          ret = PyMonitoring_FirePyReturnEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_PY_RETURN], __pyx_frame_code, offset, pyvalue);\
          Py_DECREF(pyvalue);\
      }\
      if (unlikely(ret == -1)) goto_error;\
  }
  #define __Pyx_TraceExceptionUnwind(offset, nogil)\
  if (!__Pyx_IsTracing(__Pyx_Monitoring_PY_UNWIND)); else {\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyGILState_STATE state = PyGILState_Ensure();\
              (void) PyMonitoring_FirePyUnwindEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_PY_UNWIND], __pyx_frame_code, offset);\
              PyGILState_Release(state);\
          }\
      } else {\
          (void) PyMonitoring_FirePyUnwindEvent(&__pyx_pymonitoring_state[__Pyx_Monitoring_PY_UNWIND], __pyx_frame_code, offset);\
      }\
  }
  #if CYTHON_TRACE
  CYTHON_UNUSED static int __Pyx__TraceLine(PyMonitoringState *monitoring_state, PyObject *code_obj, int line, int offset);
  #define __Pyx_TraceLine(line, offset, nogil, goto_error)\
  if (!__Pyx_IsTracing(__Pyx_Monitoring_LINE)); else {\
      int ret = 0;\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyGILState_STATE state = PyGILState_Ensure();\
              ret = __Pyx__TraceLine(&__pyx_pymonitoring_state[__Pyx_Monitoring_LINE], __pyx_frame_code, line, offset);\
              PyGILState_Release(state);\
          }\
      } else {\
          ret = __Pyx__TraceLine(&__pyx_pymonitoring_state[__Pyx_Monitoring_LINE], __pyx_frame_code, line, offset);\
      }\
      if (unlikely(ret == -1)) goto_error;\
  }
  #endif
#else
  #include "compile.h"
  #include "frameobject.h"
  #include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6 && !defined(PYPY_VERSION)
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
  #if CYTHON_PROFILE_REUSE_FRAME
    #define CYTHON_FRAME_MODIFIER static
    #define CYTHON_FRAME_DEL(frame)
  #else
    #define CYTHON_FRAME_MODIFIER
    #define CYTHON_FRAME_DEL(frame) Py_CLEAR(frame)
  #endif
  #if CYTHON_PROFILE_REUSE_CODEOBJ
    #define CYTHON_CODEOBJ_MODIFIER static
  #else
    #define CYTHON_CODEOBJ_MODIFIER
  #endif
  #define __Pyx_TraceDeclarationsFunc\
      CYTHON_CODEOBJ_MODIFIER PyCodeObject *__pyx_frame_code = NULL;\
      CYTHON_FRAME_MODIFIER PyFrameObject *__pyx_frame = NULL;\
      int __Pyx_use_tracing = 0;
  #define __Pyx_TraceDeclarationsGen\
      PyObject *__pyx_frame_code = __pyx_generator->gi_code;\
      CYTHON_FRAME_MODIFIER PyFrameObject *__pyx_frame = NULL;\
      int __Pyx_use_tracing = 0;
  #define __Pyx_TraceFrameInit(codeobj)\
      if (codeobj) __pyx_frame_code = (PyCodeObject*) codeobj;
  #define __Pyx_PyMonitoring_ExitScope(nogil)\
    if (!CYTHON_PROFILE_REUSE_FRAME && nogil) {\
        PyGILState_STATE state = PyGILState_Ensure();\
        CYTHON_FRAME_DEL(__pyx_frame);\
        PyGILState_Release(state);\
    } else {\
        CYTHON_FRAME_DEL(__pyx_frame);\
    }
  #define __Pyx_TraceException(offset, reraised, fresh)  {}
  #define __Pyx_TraceExceptionHandled(offset)  {}
  #define __Pyx_TraceExceptionDone()  {}
  #define __Pyx_TurnOffSysMonitoringInParallel {} // Only needed for freethreading
#if PY_VERSION_HEX >= 0x030b00a2
  #if PY_VERSION_HEX >= 0x030C00b1
  #define __Pyx_IsTracing(tstate, check_tracing, check_funcs)\
     ((!(check_tracing) || !(tstate)->tracing) &&\
         (!(check_funcs) || (tstate)->c_profilefunc || (CYTHON_TRACE && (tstate)->c_tracefunc)))
  #else
  #define __Pyx_IsTracing(tstate, check_tracing, check_funcs)\
     (unlikely((tstate)->cframe->use_tracing) &&\
         (!(check_tracing) || !(tstate)->tracing) &&\
         (!(check_funcs) || (tstate)->c_profilefunc || (CYTHON_TRACE && (tstate)->c_tracefunc)))
  #endif
  #define __Pyx_EnterTracing(tstate)  PyThreadState_EnterTracing(tstate)
  #define __Pyx_LeaveTracing(tstate)  PyThreadState_LeaveTracing(tstate)
#elif PY_VERSION_HEX >= 0x030a00b1
  #define __Pyx_IsTracing(tstate, check_tracing, check_funcs)\
     (unlikely((tstate)->cframe->use_tracing) &&\
         (!(check_tracing) || !(tstate)->tracing) &&\
         (!(check_funcs) || (tstate)->c_profilefunc || (CYTHON_TRACE && (tstate)->c_tracefunc)))
  #define __Pyx_EnterTracing(tstate)\
      do { tstate->tracing++; tstate->cframe->use_tracing = 0; } while (0)
  #define __Pyx_LeaveTracing(tstate)\
      do {\
          tstate->tracing--;\
          tstate->cframe->use_tracing = ((CYTHON_TRACE && tstate->c_tracefunc != NULL)\
                                 || tstate->c_profilefunc != NULL);\
      } while (0)
#else
  #define __Pyx_IsTracing(tstate, check_tracing, check_funcs)\
     (unlikely((tstate)->use_tracing) &&\
         (!(check_tracing) || !(tstate)->tracing) &&\
         (!(check_funcs) || (tstate)->c_profilefunc || (CYTHON_TRACE && (tstate)->c_tracefunc)))
  #define __Pyx_EnterTracing(tstate)\
      do { tstate->tracing++; tstate->use_tracing = 0; } while (0)
  #define __Pyx_LeaveTracing(tstate)\
      do {\
          tstate->tracing--;\
          tstate->use_tracing = ((CYTHON_TRACE && tstate->c_tracefunc != NULL)\
                                         || tstate->c_profilefunc != NULL);\
      } while (0)
#endif
  #define __Pyx_TraceStartFunc(funcname, srcfile, firstlineno, offset, nogil, skip_event, goto_error)\
  if (nogil) {\
      if (CYTHON_TRACE_NOGIL) {\
          PyThreadState *tstate;\
          PyGILState_STATE state = PyGILState_Ensure();\
          tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 1, 1)) {\
              __Pyx_use_tracing = __Pyx_TraceSetupAndCall((PyCodeObject**)&__pyx_frame_code, &__pyx_frame, tstate, funcname, srcfile, firstlineno, skip_event);\
          }\
          PyGILState_Release(state);\
          if (unlikely(__Pyx_use_tracing < 0)) goto_error;\
      }\
  } else {\
      PyThreadState* tstate = PyThreadState_GET();\
      if (__Pyx_IsTracing(tstate, 1, 1)) {\
          __Pyx_use_tracing = __Pyx_TraceSetupAndCall((PyCodeObject**)&__pyx_frame_code, &__pyx_frame, tstate, funcname, srcfile, firstlineno, skip_event);\
          if (unlikely(__Pyx_use_tracing < 0)) goto_error;\
      }\
  }
  #define __Pyx_TraceStartGen __Pyx_TraceStartFunc
  #define __Pyx_TraceYield(result, offset, goto_error)\
  if (likely(!__Pyx_use_tracing)); else {\
      PyThreadState* tstate = __Pyx_PyThreadState_Current;\
      if (__Pyx_IsTracing(tstate, 0, 0)) {\
          __Pyx_call_return_trace_func(tstate, __pyx_frame, (PyObject*)result);\
      }\
      if ((1)); else goto_error;\
  }
  #define __Pyx_TraceResumeGen(funcname, srcfile, firstlineno, offset, goto_error)\
      __Pyx_TraceStartFunc(funcname, srcfile, firstlineno, offset, 0, 0, goto_error)
  CYTHON_UNUSED static void __Pyx_call_return_trace_func(PyThreadState *tstate, PyFrameObject *frame, PyObject *result) {
      PyObject *type, *value, *traceback;
      __Pyx_ErrFetchInState(tstate, &type, &value, &traceback);
      __Pyx_EnterTracing(tstate);
      if (CYTHON_TRACE && tstate->c_tracefunc)
          tstate->c_tracefunc(tstate->c_traceobj, frame, PyTrace_RETURN, result);
      if (tstate->c_profilefunc)
          tstate->c_profilefunc(tstate->c_profileobj, frame, PyTrace_RETURN, result);
      __Pyx_LeaveTracing(tstate);
      __Pyx_ErrRestoreInState(tstate, type, value, traceback);
  }
  #define __Pyx_TraceReturnValue(result, offset, nogil, goto_error)\
  if (likely(!__Pyx_use_tracing)); else {\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyThreadState *tstate;\
              PyGILState_STATE state = PyGILState_Ensure();\
              tstate = __Pyx_PyThreadState_Current;\
              if (__Pyx_IsTracing(tstate, 0, 0)) {\
                  __Pyx_call_return_trace_func(tstate, __pyx_frame, (PyObject*)result);\
              }\
              PyGILState_Release(state);\
          }\
      } else {\
          PyThreadState* tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 0, 0)) {\
              __Pyx_call_return_trace_func(tstate, __pyx_frame, (PyObject*)result);\
          }\
      }\
      if ((1)); else goto_error;\
  }
  #define __Pyx_TraceReturnCValue(cresult, convert_function, offset, nogil, goto_error)\
  if (likely(!__Pyx_use_tracing)); else {\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyThreadState *tstate;\
              PyGILState_STATE state = PyGILState_Ensure();\
              tstate = __Pyx_PyThreadState_Current;\
              if (__Pyx_IsTracing(tstate, 0, 0)) {\
                  PyObject *pyvalue = convert_function(cresult);\
                  if (unlikely(!pyvalue)) {\
                    PyErr_Clear();\
                    pyvalue = Py_None; Py_INCREF(Py_None);\
                  }\
                  __Pyx_call_return_trace_func(tstate, __pyx_frame, pyvalue);\
                  Py_DECREF(pyvalue);\
              }\
              PyGILState_Release(state);\
          }\
      } else {\
          PyThreadState* tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 0, 0)) {\
              PyObject *pyvalue = convert_function(cresult);\
              if (unlikely(!pyvalue)) {\
                  PyErr_Clear();\
                  pyvalue = Py_None; Py_INCREF(Py_None);\
              }\
              __Pyx_call_return_trace_func(tstate, __pyx_frame, pyvalue);\
              Py_DECREF(pyvalue);\
          }\
      }\
      if ((1)); else goto_error;\
  }
  #define __Pyx_TraceExceptionUnwind(offset, nogil)\
  if (likely(!__Pyx_use_tracing)); else {\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyThreadState *tstate;\
              PyGILState_STATE state = PyGILState_Ensure();\
              tstate = __Pyx_PyThreadState_Current;\
              if (__Pyx_IsTracing(tstate, 0, 0)) {\
                  __Pyx_call_return_trace_func(tstate, __pyx_frame, Py_None);\
              }\
              PyGILState_Release(state);\
          }\
      } else {\
          PyThreadState* tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 0, 0)) {\
              __Pyx_call_return_trace_func(tstate, __pyx_frame, Py_None);\
          }\
      }\
  }
  static int __Pyx_TraceSetupAndCall(PyCodeObject** code, PyFrameObject** frame, PyThreadState* tstate, const char *funcname, const char *srcfile, int firstlineno, int skip_event);
#if CYTHON_TRACE
  CYTHON_UNUSED static int __Pyx_call_line_trace_func(PyThreadState *tstate, PyFrameObject *frame, int line);
  #define __Pyx_TraceLine(line, offset, nogil, goto_error)\
  if (likely(!__Pyx_use_tracing)); else {\
      int ret = 0;\
      if (nogil) {\
          if (CYTHON_TRACE_NOGIL) {\
              PyThreadState *tstate;\
              PyGILState_STATE state = __Pyx_PyGILState_Ensure();\
              tstate = __Pyx_PyThreadState_Current;\
              if (__Pyx_IsTracing(tstate, 0, 0) && tstate->c_tracefunc && __pyx_frame->f_trace) {\
                  ret = __Pyx_call_line_trace_func(tstate, __pyx_frame, line);\
              }\
              __Pyx_PyGILState_Release(state);\
          }\
      } else {\
          PyThreadState* tstate = __Pyx_PyThreadState_Current;\
          if (__Pyx_IsTracing(tstate, 0, 0) && tstate->c_tracefunc && __pyx_frame->f_trace) {\
              ret = __Pyx_call_line_trace_func(tstate, __pyx_frame, line);\
          }\
      }\
      if (unlikely(ret)) goto_error;\
  }
#endif
#endif
#else
  #define __Pyx_TraceDeclarationsFunc
  #define __Pyx_TraceDeclarationsGen
  #define __Pyx_TraceExceptionDone()  {}
  #define __Pyx_TraceFrameInit(codeobj)  {}
  #define __Pyx_TurnOffSysMonitoringInParallel {}
  #define __Pyx_PyMonitoring_ExitScope(nogil)  {}
  #define __Pyx_TraceException(offset, reraised, fresh)  {}
  #define __Pyx_TraceExceptionUnwind(offset, nogil)  {}
  #define __Pyx_TraceExceptionHandled(offset)  {}
  #define __Pyx_TraceStartFunc(funcname, srcfile, firstlineno, offset, nogil, skip_event, goto_error)   if ((1)); else goto_error;
  #define __Pyx_TraceStartGen __Pyx_TraceStartFunc
  #define __Pyx_TraceResumeGen(funcname, srcfile, firstlineno, offset, goto_error)   if ((1)); else goto_error;
  #define __Pyx_TraceYield(result, offset, goto_error)   if ((1)); else goto_error;
  #define __Pyx_TraceReturnValue(result, offset, nogil, goto_error)\
      if ((1)); else goto_error;
  #define __Pyx_TraceReturnCValue(cresult, convert_function, offset, nogil, goto_error)\
      if ((1)); else { (void) convert_function; goto_error }
#endif
#if !CYTHON_TRACE
  #define __Pyx_TraceLine(line, offset, nogil, goto_error)   if ((1)); else goto_error;
#endif

/* WriteUnraisableException.proto */
static void __Pyx_WriteUnraisable(const char *name, int clineno,
                                  int lineno, const char *filename,
                                  int full_traceback, int nogil);

/* PyImportError_Check.proto */
#define __Pyx_PyExc_ImportError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_ImportError)

/* 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);

/* PyObjectVectorCallKwBuilder.proto (used by PyObjectVectorCallMethodKwBuilder) */
CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n);
#if CYTHON_VECTORCALL
#if PY_VERSION_HEX >= 0x03090000
#define __Pyx_Object_Vectorcall_CallFromBuilder PyObject_Vectorcall
#else
#define __Pyx_Object_Vectorcall_CallFromBuilder _PyObject_Vectorcall
#endif
#define __Pyx_MakeVectorcallBuilderKwds(n) PyTuple_New(n)
static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n);
static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n);
#else
#define __Pyx_Object_Vectorcall_CallFromBuilder __Pyx_PyObject_FastCallDict
#define __Pyx_MakeVectorcallBuilderKwds(n) __Pyx_PyDict_NewPresized(n)
#define __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n) PyDict_SetItem(builder, key, value)
#define __Pyx_VectorcallBuilder_AddArgStr(key, value, builder, args, n) PyDict_SetItemString(builder, key, value)
#endif

/* PyObjectVectorCallMethodKwBuilder.proto */
#if CYTHON_VECTORCALL && PY_VERSION_HEX >= 0x03090000
#define __Pyx_Object_VectorcallMethod_CallFromBuilder PyObject_VectorcallMethod
#else
static PyObject *__Pyx_Object_VectorcallMethod_CallFromBuilder(PyObject *name, PyObject *const *args, size_t nargsf, PyObject *kwnames);
#endif

/* dict_getitem_default.proto */
static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value);

/* PyObjectCall2Args.proto (used by CallUnboundCMethod1) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);

/* CallUnboundCMethod1.proto */
CYTHON_UNUSED
static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg);
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg);
#else
#define __Pyx_CallUnboundCMethod1(cfunc, self, arg)  __Pyx__CallUnboundCMethod1(cfunc, self, arg)
#endif

/* PySequenceContains.proto */
static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) {
    int result = PySequence_Contains(seq, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* IterFinish.proto */
static CYTHON_INLINE int __Pyx_IterFinish(void);

/* UnpackItemEndCheck.proto */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);

/* PyLongCompare.proto */
static CYTHON_INLINE int __Pyx_PyLong_BoolNeObjC(PyObject *op1, PyObject *op2, long intval, long inplace);

/* set_iter.proto */
static CYTHON_INLINE PyObject* __Pyx_set_iterator(PyObject* iterable, int is_set,
                                                  Py_ssize_t* p_orig_length, int* p_source_is_set);
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);

/* 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);

/* ListAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
        Py_INCREF(x);
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
        L->ob_item[len] = x;
        #else
        PyList_SET_ITEM(list, len, x);
        #endif
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

/* PyLongBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static CYTHON_INLINE PyObject* __Pyx_PyLong_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyLong_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif

/* ListExtend.proto */
static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) {
#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00a2
    return PyList_Extend(L, v);
#elif CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
    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
}

/* PyDeprecationWarning_Check.proto */
#define __Pyx_PyExc_DeprecationWarning_Check(obj)  __Pyx_TypeCheck(obj, PyExc_DeprecationWarning)

/* RaiseClosureNameError.proto */
static void __Pyx_RaiseClosureNameError(const char *varname);

/* PyDictContains.proto */
static CYTHON_INLINE int __Pyx_PyDict_ContainsTF(PyObject* item, PyObject* dict, int eq) {
    int result = PyDict_Contains(dict, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* DictGetItem.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
#define __Pyx_PyObject_Dict_GetItem(obj, name)\
    (likely(PyDict_CheckExact(obj)) ?\
     __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
#else
#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
#endif

/* PyLongCompare.proto */
static CYTHON_INLINE int __Pyx_PyLong_BoolEqObjC(PyObject *op1, PyObject *op2, long intval, long inplace);

/* PyObjectCallNoArg.proto (used by pyfrozenset_new) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);

/* pyfrozenset_new.proto (used by PySetContains) */
static CYTHON_INLINE PyObject* __Pyx_PyFrozenSet_New(PyObject* it);

/* PySetContains.proto */
static CYTHON_INLINE int __Pyx_PySet_ContainsTF(PyObject* key, PyObject* set, int eq);

/* PyNotImplementedError_Check.proto */
#define __Pyx_PyExc_NotImplementedError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_NotImplementedError)

/* dict_setdefault.proto (used by FetchCommonType) */
static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value);

/* LimitedApiGetTypeDict.proto (used by SetItemOnTypeDict) */
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp);
#endif

/* SetItemOnTypeDict.proto (used by FixUpExtensionType) */
static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v);
#define __Pyx_SetItemOnTypeDict(tp, k, v) __Pyx__SetItemOnTypeDict((PyTypeObject*)tp, k, v)

/* FixUpExtensionType.proto (used by FetchCommonType) */
static CYTHON_INLINE int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);

/* AddModuleRef.proto (used by FetchSharedCythonModule) */
#if ((CYTHON_COMPILING_IN_CPYTHON_FREETHREADING ) ||\
     __PYX_LIMITED_VERSION_HEX < 0x030d0000)
  static PyObject *__Pyx_PyImport_AddModuleRef(const char *name);
#else
  #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
#endif

/* FetchSharedCythonModule.proto (used by FetchCommonType) */
static PyObject *__Pyx_FetchSharedCythonABIModule(void);

/* FetchCommonType.proto (used by CommonTypesMetaclass) */
static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases);

/* CommonTypesMetaclass.proto (used by CoroutineBase) */
static int __pyx_CommonTypesMetaclass_init(PyObject *module);
#define __Pyx_CommonTypesMetaclass_USED

/* CallTypeTraverse.proto (used by CoroutineBase) */
#if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000)
#define __Pyx_call_type_traverse(o, always_call, visit, arg) 0
#else
static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg);
#endif

/* IterNextPlain.proto (used by CoroutineBase) */
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next_Plain(PyObject *iterator);
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject *__Pyx_GetBuiltinNext_LimitedAPI(void);
#endif

/* PyObjectGetMethod.proto (used by PyObjectCallMethod1) */
#if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)))
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);
#endif

/* PyObjectCallMethod1.proto (used by CoroutineBase) */
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);

/* ReturnWithStopIteration.proto (used by CoroutineBase) */
static CYTHON_INLINE void __Pyx_ReturnWithStopIteration(PyObject* value, int async, int iternext);

/* CoroutineBase.proto (used by Generator) */
struct __pyx_CoroutineObject;
typedef PyObject *(*__pyx_coroutine_body_t)(struct __pyx_CoroutineObject *, 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 __pyx_CoroutineObject {
    PyObject_HEAD
    __pyx_coroutine_body_t body;
    PyObject *closure;
    __Pyx_ExcInfoStruct gi_exc_state;
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    PyObject *gi_weakreflist;
#endif
    PyObject *classobj;
    PyObject *yieldfrom;
    __Pyx_pyiter_sendfunc yieldfrom_am_send;
    PyObject *gi_name;
    PyObject *gi_qualname;
    PyObject *gi_modulename;
    PyObject *gi_code;
    PyObject *gi_frame;
#if CYTHON_USE_SYS_MONITORING && (CYTHON_PROFILE || CYTHON_TRACE)
    PyMonitoringState __pyx_pymonitoring_state[__Pyx_MonitoringEventTypes_CyGen_count];
    uint64_t __pyx_pymonitoring_version;
#endif
    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 __Pyx_PySendResult __Pyx_Coroutine_AmSend(PyObject *self, PyObject *value, PyObject **retval);
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value);
static __Pyx_PySendResult __Pyx_Coroutine_Close(PyObject *self, PyObject **retval);
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);
static char __Pyx_Coroutine_test_and_set_is_running(__pyx_CoroutineObject *gen);
static void __Pyx_Coroutine_unset_is_running(__pyx_CoroutineObject *gen);
static char __Pyx_Coroutine_get_is_running(__pyx_CoroutineObject *gen);
static PyObject *__Pyx_Coroutine_get_is_running_getter(PyObject *gen, void *closure);
#if __PYX_HAS_PY_AM_SEND == 2
static void __Pyx_SetBackportTypeAmSend(PyTypeObject *type, __Pyx_PyAsyncMethodsStruct *static_amsend_methods, __Pyx_pyiter_sendfunc am_send);
#endif
static PyObject *__Pyx_Coroutine_fail_reduce_ex(PyObject *self, PyObject *arg);

/* Generator.proto (used by GeneratorYieldFrom) */
#define __Pyx_Generator_USED
#define __Pyx_Generator_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_mstate_global->__pyx_GeneratorType)
#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\
    __Pyx__Coroutine_New(__pyx_mstate_global->__pyx_GeneratorType, body, code, closure, name, qualname, module_name)
static PyObject *__Pyx_Generator_Next(PyObject *self);
static int __pyx_Generator_init(PyObject *module);
static CYTHON_INLINE PyObject *__Pyx_Generator_GetInlinedResult(PyObject *self);

/* GeneratorYieldFrom.proto */
static CYTHON_INLINE __Pyx_PySendResult __Pyx_Generator_Yield_From(__pyx_CoroutineObject *gen, PyObject *source, PyObject **retval);

/* PyKeyError_Check.proto */
#define __Pyx_PyExc_KeyError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_KeyError)

/* IsLittleEndian.proto (used by BufferFormatCheck) */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void);

/* BufferFormatCheck.proto (used by BufferGetAndValidate) */
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,
                              const __Pyx_TypeInfo* type);

/* BufferGetAndValidate.proto */
#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\
    ((obj == Py_None || obj == NULL) ?\
    (__Pyx_ZeroBuffer(buf), 0) :\
    __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack))
static int  __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
  const __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static void __Pyx_ZeroBuffer(Py_buffer* buf);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 };
static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 };

/* BufferFallbackError.proto */
static void __Pyx_RaiseBufferFallbackError(void);

/* append.proto */
static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x);

/* SliceTupleAndList.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop);
static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop);
#else
#define __Pyx_PyList_GetSlice(seq, start, stop)   PySequence_GetSlice(seq, start, stop)
#define __Pyx_PyTuple_GetSlice(seq, start, stop)  PySequence_GetSlice(seq, start, stop)
#endif

/* PyObjectLookupSpecial.proto */
#if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS
#define __Pyx_PyObject_LookupSpecialNoError(obj, attr_name)  __Pyx__PyObject_LookupSpecial(obj, attr_name, 0)
#define __Pyx_PyObject_LookupSpecial(obj, attr_name)  __Pyx__PyObject_LookupSpecial(obj, attr_name, 1)
static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error);
#else
#define __Pyx_PyObject_LookupSpecialNoError(o,n) __Pyx_PyObject_GetAttrStrNoError(o,n)
#define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n)
#endif

/* PyObject_Unicode.proto */
#define __Pyx_PyObject_Unicode(obj)\
    (likely(PyUnicode_CheckExact(obj)) ? __Pyx_NewRef(obj) : PyObject_Str(obj))

/* PyMethodNew.proto (used by CythonFunctionShared) */
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ);

/* PyVectorcallFastCallDict.proto (used by CythonFunctionShared) */
#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw);
#endif

/* CythonFunctionShared.proto (used by CythonFunction) */
#define __Pyx_CyFunction_USED
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CYFUNCTION_COROUTINE     0x08
#define __Pyx_CyFunction_GetClosure(f)\
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_CyFunction_GetClassObj(f)\
      (((__pyx_CyFunctionObject *) (f))->func_classobj)
#else
  #define __Pyx_CyFunction_GetClassObj(f)\
      ((PyObject*) ((PyCMethodObject *) (f))->mm_class)
#endif
#define __Pyx_CyFunction_SetClassObj(f, classobj)\
    __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (classobj))
#define __Pyx_CyFunction_Defaults(type, f)\
    ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
    ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
typedef struct {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject_HEAD
    PyObject *func;
#elif PY_VERSION_HEX < 0x030900B1
    PyCFunctionObject func;
#else
    PyCMethodObject func;
#endif
#if CYTHON_COMPILING_IN_LIMITED_API && CYTHON_METH_FASTCALL
    __pyx_vectorcallfunc func_vectorcall;
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_weakreflist;
#endif
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_dict;
#endif
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_classobj;
#endif
    PyObject *defaults;
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
    PyObject *func_is_coroutine;
} __pyx_CyFunctionObject;
#undef __Pyx_CyOrPyCFunction_Check
#define __Pyx_CyFunction_Check(obj)  __Pyx_TypeCheck(obj, __pyx_mstate_global->__pyx_CyFunctionType)
#define __Pyx_CyOrPyCFunction_Check(obj)  __Pyx_TypeCheck2(obj, __pyx_mstate_global->__pyx_CyFunctionType, &PyCFunction_Type)
#define __Pyx_CyFunction_CheckExact(obj)  __Pyx_IS_TYPE(obj, __pyx_mstate_global->__pyx_CyFunctionType)
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void));
#undef __Pyx_IsSameCFunction
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCyOrCFunction(func, cfunc)
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj);
static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func,
                                                         PyTypeObject *defaults_type);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
                                                            PyObject *tuple);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __pyx_CyFunction_init(PyObject *module);
#if CYTHON_METH_FASTCALL
static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
#if CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall)
#else
#define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall)
#endif
#endif

/* CythonFunction.proto */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);

/* py_dict_keys.proto */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Keys(PyObject* d);

/* PyRange_Check.proto */
#if CYTHON_COMPILING_IN_PYPY && !defined(PyRange_Check)
  #define PyRange_Check(obj)  __Pyx_TypeCheck((obj), &PyRange_Type)
#endif

/* PyObjectDelAttr.proto (used by PyObjectSetAttrStr) */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000
#define __Pyx_PyObject_DelAttr(o, n) PyObject_SetAttr(o, n, NULL)
#else
#define __Pyx_PyObject_DelAttr(o, n) PyObject_DelAttr(o, n)
#endif

/* PyObjectSetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL)
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
#else
#define __Pyx_PyObject_DelAttrStr(o,n)   __Pyx_PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#endif

/* SetStringIndexingError.proto (used by GetItemIntBytes) */
static void __Pyx_SetStringIndexingError(const char* message, int has_gil);

/* GetItemIntBytes.proto */
#define __Pyx_GetItemInt_Bytes(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Bytes_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, has_gil) :\
    (__Pyx_SetStringIndexingError("string index out of range", has_gil), -1))
static CYTHON_INLINE int __Pyx_GetItemInt_Bytes_Fast(PyObject* bytes, Py_ssize_t index,
                                                     int wraparound, int boundscheck, int has_gil);

/* BufferIndexError.proto */
static void __Pyx_RaiseBufferIndexError(int axis);

/* AllocateExtensionType.proto */
static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final);

/* CheckTypeForFreelists.proto */
#if CYTHON_USE_FREELISTS
#if CYTHON_USE_TYPE_SPECS
#define __PYX_CHECK_FINAL_TYPE_FOR_FREELISTS(t, expected_tp, expected_size) ((int) ((t) == (expected_tp)))
#define __PYX_CHECK_TYPE_FOR_FREELIST_FLAGS  Py_TPFLAGS_IS_ABSTRACT
#else
#define __PYX_CHECK_FINAL_TYPE_FOR_FREELISTS(t, expected_tp, expected_size) ((int) ((t)->tp_basicsize == (expected_size)))
#define __PYX_CHECK_TYPE_FOR_FREELIST_FLAGS  (Py_TPFLAGS_IS_ABSTRACT | Py_TPFLAGS_HEAPTYPE)
#endif
#define __PYX_CHECK_TYPE_FOR_FREELISTS(t, expected_tp, expected_size)\
    (__PYX_CHECK_FINAL_TYPE_FOR_FREELISTS((t), (expected_tp), (expected_size)) &\
     (int) (!__Pyx_PyType_HasFeature((t), __PYX_CHECK_TYPE_FOR_FREELIST_FLAGS)))
#endif

/* DefaultPlacementNew.proto */
#include <new>
template<typename T>
void __Pyx_default_placement_construct(T* x) {
    new (static_cast<void*>(x)) T();
}

/* FunctionExport.proto */
static int __Pyx_ExportFunction(PyObject *api_dict, const char *name, void (*f)(void), const char *sig);

/* GetApiDict.proto */
static PyObject *__Pyx_ApiExport_GetApiDict(void);

/* PyObjectCallMethod0.proto (used by PyType_Ready) */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);

/* ValidateBasesTuple.proto (used by PyType_Ready) */
#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS
static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases);
#endif

/* PyType_Ready.proto */
CYTHON_UNUSED static int __Pyx_PyType_Ready(PyTypeObject *t);

/* SetVTable.proto */
static int __Pyx_SetVtable(PyTypeObject* typeptr , void* vtable);

/* GetVTable.proto (used by MergeVTables) */
static void* __Pyx_GetVtable(PyTypeObject *type);

/* MergeVTables.proto */
static int __Pyx_MergeVtables(PyTypeObject *type);

/* DelItemOnTypeDict.proto (used by SetupReduce) */
static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k);
#define __Pyx_DelItemOnTypeDict(tp, k) __Pyx__DelItemOnTypeDict((PyTypeObject*)tp, k)

/* SetupReduce.proto */
static int __Pyx_setup_reduce(PyObject* type_obj);

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto_3_2_4
#define __PYX_HAVE_RT_ImportType_proto_3_2_4
#if defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L
#include <stdalign.h>
#endif
#if (defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) || __cplusplus >= 201103L
#define __PYX_GET_STRUCT_ALIGNMENT_3_2_4(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_3_2_4(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_3_2_4 {
   __Pyx_ImportType_CheckSize_Error_3_2_4 = 0,
   __Pyx_ImportType_CheckSize_Warn_3_2_4 = 1,
   __Pyx_ImportType_CheckSize_Ignore_3_2_4 = 2
};
static PyTypeObject *__Pyx_ImportType_3_2_4(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_4 check_size);
#endif

/* VoidPtrImport.proto */
static int __Pyx_ImportVoidPtr_3_2_4(PyObject *module, const char *name, void **p, const char *sig);

/* FunctionImport.proto */
static int __Pyx_ImportFunction_3_2_4(PyObject *module, const char *funcname, void (**f)(void), const char *sig);

/* ImportFrom.proto */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);

/* Py3UpdateBases.proto */
static PyObject* __Pyx_PEP560_update_bases(PyObject *bases);

/* CalculateMetaclass.proto */
static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases);

/* SetNameInClass.proto */
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
#define __Pyx_SetNameInClass(ns, name, value)\
    (likely(PyDict_CheckExact(ns)) ? _PyDict_SetItem_KnownHash(ns, name, value, ((PyASCIIObject *) name)->hash) : PyObject_SetItem(ns, name, value))
#elif CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_SetNameInClass(ns, name, value)\
    (likely(PyDict_CheckExact(ns)) ? PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value))
#else
#define __Pyx_SetNameInClass(ns, name, value)  PyObject_SetItem(ns, name, value)
#endif

/* ClassMethod.proto */
#if !CYTHON_COMPILING_IN_LIMITED_API
#include "descrobject.h"
#endif
CYTHON_UNUSED static PyObject* __Pyx_Method_ClassMethod(PyObject *method);

/* Py3ClassCreate.proto */
static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname,
                                           PyObject *mkw, PyObject *modname, PyObject *doc);
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict,
                                      PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass);

/* GetNameInClass.proto */
#define __Pyx_GetNameInClass(var, nmspace, name)  (var) = __Pyx__GetNameInClass(nmspace, name)
static PyObject *__Pyx__GetNameInClass(PyObject *nmspace, PyObject *name);

/* CLineInTraceback.proto (used by AddTraceback) */
#if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
#else
#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
#endif

/* CodeObjectCache.proto (used by AddTraceback) */
#if CYTHON_COMPILING_IN_LIMITED_API
typedef PyObject __Pyx_CachedCodeObjectType;
#else
typedef PyCodeObject __Pyx_CachedCodeObjectType;
#endif
typedef struct {
    __Pyx_CachedCodeObjectType* code_object;
    int code_line;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    __pyx_atomic_int_type accessor_count;
  #endif
};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object);

/* AddTraceback.proto */
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename);

/* BufferStructDeclare.proto */
typedef struct {
  Py_ssize_t shape, strides, suboffsets;
} __Pyx_Buf_DimInfo;
typedef struct {
  size_t refcount;
  Py_buffer pybuffer;
} __Pyx_Buffer;
typedef struct {
  __Pyx_Buffer *rcbuffer;
  char *data;
  __Pyx_Buf_DimInfo diminfo[8];
} __Pyx_LocalBuf_ND;

/* MemviewRefcount.proto */
static CYTHON_INLINE int __pyx_add_acquisition_count_locked(
    __pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock);
static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(
    __pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock);
#define __pyx_get_slice_count_pointer(memview) (&memview->acquisition_count)
#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__)
#define __PYX_XCLEAR_MEMVIEW(slice, have_gil) __Pyx_XCLEAR_MEMVIEW(slice, have_gil, __LINE__)
static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int);
static CYTHON_INLINE void __Pyx_XCLEAR_MEMVIEW(__Pyx_memviewslice *, int, int);

/* 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);

/* MemviewSliceInit.proto */
static int __Pyx_init_memviewslice(
                struct __pyx_memoryview_obj *memview,
                int ndim,
                __Pyx_memviewslice *memviewslice,
                int memview_is_new_reference);

/* MemviewDtypeToObject.proto */
static CYTHON_INLINE PyObject *__pyx_memview_get_int(const char *itemp);
static CYTHON_INLINE int __pyx_memview_set_int(char *itemp, PyObject *obj);

/* ToPyCTupleUtility.proto */
static PyObject* __pyx_convert__to_py___pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc(__pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc);

/* TypeInfoCompare.proto (used by MemviewSliceValidateAndInit) */
static int __pyx_typeinfo_cmp(const __Pyx_TypeInfo *a, const __Pyx_TypeInfo *b);

/* MemviewSliceValidateAndInit.export */
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                const __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj);

/* ObjectToMemviewSlice.proto */
static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dsds_int(PyObject *, int writable_flag);

/* 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 && (1) && (!0 || __cplusplus)
    #define __Pyx_c_eq_float(a, b)   ((a)==(b))
    #define __Pyx_c_sum_float(a, b)  ((a)+(b))
    #define __Pyx_c_diff_float(a, b) ((a)-(b))
    #define __Pyx_c_prod_float(a, b) ((a)*(b))
    #define __Pyx_c_quot_float(a, b) ((a)/(b))
    #define __Pyx_c_neg_float(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
    #define __Pyx_c_conj_float(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (::std::abs(z))
        #define __Pyx_c_pow_float(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_float(z) ((z)==0)
    #define __Pyx_c_conj_float(z)    (conjf(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (cabsf(z))
        #define __Pyx_c_pow_float(a, b)  (cpowf(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
    #endif
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
    #define __Pyx_c_eq_double(a, b)   ((a)==(b))
    #define __Pyx_c_sum_double(a, b)  ((a)+(b))
    #define __Pyx_c_diff_double(a, b) ((a)-(b))
    #define __Pyx_c_prod_double(a, b) ((a)*(b))
    #define __Pyx_c_quot_double(a, b) ((a)/(b))
    #define __Pyx_c_neg_double(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
    #define __Pyx_c_conj_double(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (::std::abs(z))
        #define __Pyx_c_pow_double(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_double(z) ((z)==0)
    #define __Pyx_c_conj_double(z)    (conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (cabs(z))
        #define __Pyx_c_pow_double(a, b)  (cpow(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
    #endif
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
    #define __Pyx_c_eq_long__double(a, b)   ((a)==(b))
    #define __Pyx_c_sum_long__double(a, b)  ((a)+(b))
    #define __Pyx_c_diff_long__double(a, b) ((a)-(b))
    #define __Pyx_c_prod_long__double(a, b) ((a)*(b))
    #define __Pyx_c_quot_long__double(a, b) ((a)/(b))
    #define __Pyx_c_neg_long__double(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_long__double(z) ((z)==(long double)0)
    #define __Pyx_c_conj_long__double(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_long__double(z)     (::std::abs(z))
        #define __Pyx_c_pow_long__double(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_long__double(z) ((z)==0)
    #define __Pyx_c_conj_long__double(z)    (conjl(z))
    #if 1
        #define __Pyx_c_abs_long__double(z)     (cabsl(z))
        #define __Pyx_c_pow_long__double(a, b)  (cpowl(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex);
    static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex);
    #if 1
        static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex);
        static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
    #endif
#endif

/* MemviewSliceCopy.proto */
static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object);

/* CIntFromPy.proto */
static CYTHON_INLINE int __Pyx_PyLong_As_int(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE enum __pyx_t_5spacy_5attrs_attr_id_t __Pyx_PyLong_As_enum____pyx_t_5spacy_5attrs_attr_id_t(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int(int value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_uint64_t(uint64_t value);

/* CIntFromPy.proto */
static CYTHON_INLINE uint64_t __Pyx_PyLong_As_uint64_t(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_long(long value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(enum __pyx_t_5spacy_5attrs_attr_id_t value);

/* CIntFromPy.proto */
static CYTHON_INLINE long __Pyx_PyLong_As_long(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE size_t __Pyx_PyLong_As_size_t(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int32_t(int32_t value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_unsigned_char(unsigned char value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_uint32_t(uint32_t value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_intp(npy_intp value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_uint64(npy_uint64 value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_int64(npy_int64 value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_NPY_DATETIMEUNIT(NPY_DATETIMEUNIT value);

/* UpdateUnpickledDict.proto */
static int __Pyx_UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index);

/* CheckUnpickleChecksum.proto */
static CYTHON_INLINE int __Pyx_CheckUnpickleChecksum(long checksum, long checksum1, long checksum2, long checksum3, const char *members);

/* CIntFromPy.proto */
static CYTHON_INLINE char __Pyx_PyLong_As_char(PyObject *);

/* FormatTypeName.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
typedef PyObject *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%U"
#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj)
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
#define __Pyx_PyType_GetFullyQualifiedName PyType_GetFullyQualifiedName
#else
static __Pyx_TypeName __Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp);
#endif
#else  // !LIMITED_API
typedef const char *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%.200s"
#define __Pyx_PyType_GetFullyQualifiedName(tp) ((tp)->tp_name)
#define __Pyx_DECREF_TypeName(obj)
#endif

/* GetRuntimeVersion.proto */
#if __PYX_LIMITED_VERSION_HEX < 0x030b0000
static unsigned long __Pyx_cached_runtime_version = 0;
static void __Pyx_init_runtime_version(void);
#else
#define __Pyx_init_runtime_version()
#endif
static unsigned long __Pyx_get_runtime_version(void);

/* CheckBinaryVersion.proto */
static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer);

/* DecompressString.proto */
static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo);

/* MultiPhaseInitModuleState.proto */
#if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE
static PyObject *__Pyx_State_FindModule(void*);
static int __Pyx_State_AddModule(PyObject* module, void*);
static int __Pyx_State_RemoveModule(void*);
#elif CYTHON_USE_MODULE_STATE
#define __Pyx_State_FindModule PyState_FindModule
#define __Pyx_State_AddModule PyState_AddModule
#define __Pyx_State_RemoveModule PyState_RemoveModule
#endif

/* #### Code section: module_declarations ### */
/* CythonABIVersion.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
    #if CYTHON_METH_FASTCALL
        #define __PYX_FASTCALL_ABI_SUFFIX  "_fastcall"
    #else
        #define __PYX_FASTCALL_ABI_SUFFIX
    #endif
    #define __PYX_LIMITED_ABI_SUFFIX "limited" __PYX_FASTCALL_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX
#else
    #define __PYX_LIMITED_ABI_SUFFIX
#endif
#if __PYX_HAS_PY_AM_SEND == 1
    #define __PYX_AM_SEND_ABI_SUFFIX
#elif __PYX_HAS_PY_AM_SEND == 2
    #define __PYX_AM_SEND_ABI_SUFFIX "amsendbackport"
#else
    #define __PYX_AM_SEND_ABI_SUFFIX "noamsend"
#endif
#ifndef __PYX_MONITORING_ABI_SUFFIX
    #define __PYX_MONITORING_ABI_SUFFIX
#endif
#if CYTHON_USE_TP_FINALIZE
    #define __PYX_TP_FINALIZE_ABI_SUFFIX
#else
    #define __PYX_TP_FINALIZE_ABI_SUFFIX "nofinalize"
#endif
#if CYTHON_USE_FREELISTS || !defined(__Pyx_AsyncGen_USED)
    #define __PYX_FREELISTS_ABI_SUFFIX
#else
    #define __PYX_FREELISTS_ABI_SUFFIX "nofreelists"
#endif
#define CYTHON_ABI  __PYX_ABI_VERSION __PYX_LIMITED_ABI_SUFFIX __PYX_MONITORING_ABI_SUFFIX __PYX_TP_FINALIZE_ABI_SUFFIX __PYX_FREELISTS_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX
#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."

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_memoryview__get_base(struct __pyx_memoryview_obj *__pyx_v_self); /* 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*/
static PyObject *__pyx_memoryviewslice__get_base(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE struct __pyx_obj_5spacy_6tokens_4span_Span *__pyx_f_5spacy_6tokens_4span_4Span_cinit(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc, struct __pyx_t_5spacy_7structs_SpanC __pyx_v_span); /* 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_6tokens_5token_Token *__pyx_f_5spacy_6tokens_5token_5Token_cinit(struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab, CYTHON_UNUSED struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_token, int __pyx_v_offset, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_doc); /* proto*/
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6tokens_5token_5Token_get_struct_attr(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_token, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name); /* proto*/
static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6tokens_5token_5Token_set_struct_attr(struct __pyx_t_5spacy_7structs_TokenC *__pyx_v_token, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_value); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6tokens_5token_5Token_missing_dep(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_token); /* proto*/
static CYTHON_INLINE int __pyx_f_5spacy_6tokens_5token_5Token_missing_head(struct __pyx_t_5spacy_7structs_TokenC const *__pyx_v_token); /* proto*/
static int __pyx_fuse_0__pyx_f_5spacy_6tokens_3doc_3Doc_push_back(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, __pyx_t_5spacy_6tokens_3doc_const_Lexeme_ptr __pyx_v_lex_or_tok, int __pyx_v_has_space); /* proto*/
static int __pyx_fuse_1__pyx_f_5spacy_6tokens_3doc_3Doc_push_back(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, __pyx_t_5spacy_6tokens_3doc_const_TokenC_ptr __pyx_v_lex_or_tok, int __pyx_v_has_space); /* proto*/
static PyArrayObject *__pyx_f_5spacy_6tokens_3doc_3Doc_to_array(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_py_attr_ids, int __pyx_skip_dispatch); /* proto*/

/* Module declarations from "libc.string" */

/* Module declarations from "libc.stdio" */

/* Module declarations from "__builtin__" */

/* Module declarations from "cpython.type" */

/* Module declarations from "cpython" */

/* Module declarations from "cpython.object" */

/* Module declarations from "cpython.ref" */

/* Module declarations from "numpy" */

/* Module declarations from "numpy" */

/* Module declarations from "cymem.cymem" */

/* Module declarations from "spacy" */

/* Module declarations from "spacy.symbols" */

/* Module declarations from "spacy.attrs" */

/* Module declarations from "libc.stdint" */

/* Module declarations from "libcpp.utility" */

/* Module declarations from "libcpp.unordered_map" */

/* Module declarations from "libcpp.unordered_set" */

/* Module declarations from "libcpp.vector" */

/* Module declarations from "spacy.parts_of_speech" */

/* Module declarations from "spacy.typedefs" */

/* Module declarations from "spacy.structs" */

/* Module declarations from "murmurhash.mrmr" */
static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/

/* Module declarations from "preshed.maps" */

/* Module declarations from "libcpp.set" */

/* Module declarations from "spacy.strings" */

/* Module declarations from "spacy.morphology" */

/* Module declarations from "spacy.vocab" */
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 "cython.view" */

/* Module declarations from "cython.dataclasses" */

/* Module declarations from "cython" */

/* Module declarations from "libc.math" */

/* Module declarations from "spacy.tokens.span" */

/* Module declarations from "spacy.lexeme" */
static struct __pyx_t_5spacy_7structs_LexemeC *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0;
#define __pyx_v_5spacy_6lexeme_EMPTY_LEXEME (*__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME)
static __pyx_t_5spacy_8typedefs_attr_t *__pyx_vp_5spacy_6lexeme_OOV_RANK = 0;
#define __pyx_v_5spacy_6lexeme_OOV_RANK (*__pyx_vp_5spacy_6lexeme_OOV_RANK)

/* Module declarations from "spacy.tokens.token" */
static int const *__pyx_vp_5spacy_6tokens_5token_MISSING_DEP = 0;
#define __pyx_v_5spacy_6tokens_5token_MISSING_DEP (*__pyx_vp_5spacy_6tokens_5token_MISSING_DEP)

/* Module declarations from "spacy.tokens.doc" */
static PyObject *__pyx_collections_abc_Sequence = 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 __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6tokens_3doc_get_token_attr(struct __pyx_t_5spacy_7structs_TokenC const *, enum __pyx_t_5spacy_5attrs_attr_id_t); /*proto*/
static int __pyx_f_5spacy_6tokens_3doc_set_children_from_heads(struct __pyx_t_5spacy_7structs_TokenC *, int, int); /*proto*/
static int __pyx_f_5spacy_6tokens_3doc__set_lr_kids_and_edges(struct __pyx_t_5spacy_7structs_TokenC *, int, int, int); /*proto*/
static __Pyx_memviewslice __pyx_f_5spacy_6tokens_3doc__get_lca_matrix(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, int, int); /*proto*/
static int __pyx_f_5spacy_6tokens_3doc_bounds_check(int, int, int); /*proto*/
static int __pyx_f_5spacy_6tokens_3doc_token_by_char(struct __pyx_t_5spacy_7structs_TokenC const *, int, int); /*proto*/
static int __pyx_f_5spacy_6tokens_3doc__get_tokens_lca(struct __pyx_obj_5spacy_6tokens_5token_Token *, struct __pyx_obj_5spacy_6tokens_5token_Token *); /*proto*/
static int __pyx_array_allocate_buffer(struct __pyx_array_obj *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char const *, char *); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo const *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static int 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 *, PyObject *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, PyObject *); /*proto*/
static int __pyx_memoryview_err_no_memory(void); /*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*/
/* #### Code section: typeinfo ### */
static const __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5spacy_8typedefs_attr_t = { "attr_t", NULL, sizeof(__pyx_t_5spacy_8typedefs_attr_t), { 0 }, 0, __PYX_IS_UNSIGNED(__pyx_t_5spacy_8typedefs_attr_t) ? 'U' : 'I', __PYX_IS_UNSIGNED(__pyx_t_5spacy_8typedefs_attr_t), 0 };
static const __Pyx_TypeInfo __Pyx_TypeInfo_int = { "int", NULL, sizeof(int), { 0 }, 0, __PYX_IS_UNSIGNED(int) ? 'U' : 'I', __PYX_IS_UNSIGNED(int), 0 };
/* #### Code section: before_global_var ### */
#define __Pyx_MODULE_NAME "spacy.tokens.doc"
extern int __pyx_module_is_main_spacy__tokens__doc;
int __pyx_module_is_main_spacy__tokens__doc = 0;

/* Implementation of "spacy.tokens.doc" */
/* #### Code section: global_var ### */
static PyObject *__pyx_builtin_staticmethod;
static PyObject *__pyx_builtin_zip;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_sum;
static PyObject *__pyx_builtin_any;
static PyObject *__pyx_builtin_max;
static PyObject *__pyx_builtin___import__;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
/* #### Code section: string_decls ### */
static const char __pyx_k_c[] = "c";
static const char __pyx_k_name[] = "name";
static const char __pyx_k_fortran[] = "fortran";
/* #### Code section: decls ### */
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___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_pf_5spacy_6tokens_3doc_14SetEntsDefault_values(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_set_extension(PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_name, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_2get_extension(CYTHON_UNUSED PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_4has_extension(CYTHON_UNUSED PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_6remove_extension(PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_name); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_8__init__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, struct __pyx_obj_5spacy_5vocab_Vocab *__pyx_v_vocab, PyObject *__pyx_v_words, PyObject *__pyx_v_spaces, PyObject *__pyx_v_user_data, PyObject *__pyx_v_tags, PyObject *__pyx_v_pos, PyObject *__pyx_v_morphs, PyObject *__pyx_v_lemmas, PyObject *__pyx_v_heads, PyObject *__pyx_v_deps, PyObject *__pyx_v_sent_starts, PyObject *__pyx_v_ents); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_1____get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9is_tagged___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9is_parsed___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_8is_nered___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_12is_sentenced___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_14has_annotation_genexpr(PyObject *__pyx_self, int __pyx_genexpr_arg_0, int __pyx_genexpr_arg_1); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_14has_annotation_3genexpr(PyObject *__pyx_self, int __pyx_genexpr_arg_0, int __pyx_genexpr_arg_1); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_10has_annotation(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_attr, PyObject *__pyx_v_require_complete); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_12__getitem__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_14__iter__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_5spacy_6tokens_3doc_3Doc_17__len__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_19__unicode__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_21__bytes__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_23__str__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_25__repr__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_3doc___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_27char_span(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, int __pyx_v_start_idx, int __pyx_v_end_idx, PyObject *__pyx_v_label, PyObject *__pyx_v_kb_id, PyObject *__pyx_v_vector, PyObject *__pyx_v_alignment_mode, PyObject *__pyx_v_span_id); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_29similarity(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_10has_vector_7__get___genexpr(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_10has_vector___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_6vector_7__get___genexpr(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_6vector___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_6vector_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_11vector_norm___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_11vector_norm_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_4text_7__get___genexpr(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_4text___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_12text_with_ws___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_4ents___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_4ents_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_ents); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_31set_ents(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_entities, PyObject *__pyx_v_blocked, PyObject *__pyx_v_missing, PyObject *__pyx_v_outside, PyObject *__pyx_v_default); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_11noun_chunks___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_5sents___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_4lang___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_5lang____get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_33to_array(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_py_attr_ids); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_35count_by(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_attr_id, PyObject *__pyx_v_exclude, PyObject *__pyx_v_counts); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_37_realloc(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_new_size); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_39from_array(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_attrs, PyObject *__pyx_v_array); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9from_docs_genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9from_docs_3genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9from_docs_6genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9from_docs_9genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9from_docs_12genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_41from_docs(PyObject *__pyx_v_docs, PyObject *__pyx_v_ensure_whitespace, PyObject *__pyx_v_attrs, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_43get_lca_matrix(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_45copy(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_47to_disk(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_49from_disk(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_path, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_51to_bytes(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_53from_bytes(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_bytes_data, 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_lambda_funcdef_lambda14(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda15(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda16(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda17(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda18(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda19(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda20(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_55to_dict(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_57from_dict(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_msg, PyObject *__pyx_v_exclude); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_59extend_tensor(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_tensor); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_61retokenize(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_63_bulk_merge(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_spans, PyObject *__pyx_v_attributes); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_65from_json(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_doc_json, PyObject *__pyx_v_validate); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_67to_json(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_underscore); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_13to_utf8_array_genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_69to_utf8_array(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, int __pyx_v_nr_char); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_16_get_array_attrs_genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_71_get_array_attrs(void); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_3mem___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_5vocab___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_7_vector___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_7_vector_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_7_vector_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_12_vector_norm___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_12_vector_norm_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_12_vector_norm_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_6tensor___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_6tensor_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_6tensor_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_4cats___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_4cats_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_4cats_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9user_data___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_9user_data_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_9user_data_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_5spans___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_9sentiment___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_9sentiment_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_10user_hooks___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_10user_hooks_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_10user_hooks_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_16user_token_hooks___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_16user_token_hooks_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_16user_token_hooks_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_15user_span_hooks___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_15user_span_hooks_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_15user_span_hooks_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_18has_unknown_spaces___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_18has_unknown_spaces_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_8_context___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_8_context_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_8_context_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_20noun_chunks_iterator___get__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_20noun_chunks_iterator_2__set__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5spacy_6tokens_3doc_3Doc_20noun_chunks_iterator_4__del__(struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_73__reduce_cython__(CYTHON_UNUSED struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_3Doc_75__setstate_cython__(CYTHON_UNUSED struct __pyx_obj_5spacy_6tokens_3doc_Doc *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_pickle_doc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_doc); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_2unpickle_doc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vocab, PyObject *__pyx_v_hooks_and_data, PyObject *__pyx_v_bytes_data); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_4remove_label_if_necessary(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_attributes); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_6fix_attributes(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_doc, PyObject *__pyx_v_attributes); /* proto */
static PyObject *__pyx_pf_5spacy_6tokens_3doc_8get_entity_info(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ent_info); /* proto */
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc_Doc(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_3___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_4_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_7___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_8___get__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr(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*/
/* #### Code section: late_includes ### */
/* #### Code section: module_state ### */
/* SmallCodeConfig */
#ifndef CYTHON_SMALL_CODE
#if defined(__clang__)
    #define CYTHON_SMALL_CODE
#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
    #define CYTHON_SMALL_CODE __attribute__((cold))
#else
    #define CYTHON_SMALL_CODE
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  PyTypeObject *__pyx_ptype_7cpython_4type_type;
  PyTypeObject *__pyx_ptype_5numpy_dtype;
  PyTypeObject *__pyx_ptype_5numpy_flatiter;
  PyTypeObject *__pyx_ptype_5numpy_broadcast;
  PyTypeObject *__pyx_ptype_5numpy_ndarray;
  PyTypeObject *__pyx_ptype_5numpy_generic;
  PyTypeObject *__pyx_ptype_5numpy_number;
  PyTypeObject *__pyx_ptype_5numpy_integer;
  PyTypeObject *__pyx_ptype_5numpy_signedinteger;
  PyTypeObject *__pyx_ptype_5numpy_unsignedinteger;
  PyTypeObject *__pyx_ptype_5numpy_inexact;
  PyTypeObject *__pyx_ptype_5numpy_floating;
  PyTypeObject *__pyx_ptype_5numpy_complexfloating;
  PyTypeObject *__pyx_ptype_5numpy_flexible;
  PyTypeObject *__pyx_ptype_5numpy_character;
  PyTypeObject *__pyx_ptype_5numpy_ufunc;
  PyTypeObject *__pyx_ptype_5cymem_5cymem_PyMalloc;
  PyTypeObject *__pyx_ptype_5cymem_5cymem_PyFree;
  PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool;
  PyTypeObject *__pyx_ptype_5cymem_5cymem_Address;
  PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap;
  PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray;
  PyTypeObject *__pyx_ptype_5spacy_7strings_StringStore;
  PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphology;
  PyTypeObject *__pyx_ptype_5spacy_5vocab_Vocab;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_4span_Span;
  PyTypeObject *__pyx_ptype_5spacy_6lexeme_Lexeme;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_5token_Token;
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  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr;
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  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_7___get__;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_8___get__;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr;
  PyObject *__pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr;
  PyObject *__pyx_type___pyx_array;
  PyObject *__pyx_type___pyx_MemviewEnum;
  PyObject *__pyx_type___pyx_memoryview;
  PyObject *__pyx_type___pyx_memoryviewslice;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc_Doc;
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  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_3___iter__;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_4_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_5_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_7___get__;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_8___get__;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr;
  PyTypeObject *__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr;
  PyTypeObject *__pyx_array_type;
  PyTypeObject *__pyx_MemviewEnum_type;
  PyTypeObject *__pyx_memoryview_type;
  PyTypeObject *__pyx_memoryviewslice_type;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_get;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_items;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_keys;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_pop;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_values;
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  PyObject *__pyx_k__15;
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  PyObject *__pyx_k__17;
  PyObject *__pyx_k__18;
  PyObject *__pyx_k__19;
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  PyObject *__pyx_tuple[11];
  PyObject *__pyx_codeobj_tab[181];
  PyObject *__pyx_string_tab[839];
  PyObject *__pyx_number_tab[9];
/* #### Code section: module_state_contents ### */
/* CommonTypesMetaclass.module_state_decls */
PyTypeObject *__pyx_CommonTypesMetaclassType;

/* IterNextPlain.module_state_decls */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
PyObject *__Pyx_GetBuiltinNext_LimitedAPI_cache;
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/* Generator.module_state_decls */
PyTypeObject *__pyx_GeneratorType;

/* CachedMethodType.module_state_decls */
#if CYTHON_COMPILING_IN_LIMITED_API
PyObject *__Pyx_CachedMethodType;
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/* CythonFunctionShared.module_state_decls */
PyTypeObject *__pyx_CyFunctionType;


#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_1_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_2_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_3___iter__ *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_3___iter__[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_3___iter__;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_4_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_4_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_4_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_5_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_5_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_5_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_7___get__ *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_7___get__[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_7___get__;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_8___get__ *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_8___get__[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_8___get__;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_11_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_12_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_14_to_dict;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_15_genexpr;
#endif

#if CYTHON_USE_FREELISTS
struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr *__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr[8];
int __pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr;
#endif
/* CodeObjectCache.module_state_decls */
struct __Pyx_CodeObjectCache __pyx_code_cache;

/* #### Code section: module_state_end ### */
} __pyx_mstatetype;

#if CYTHON_USE_MODULE_STATE
#ifdef __cplusplus
namespace {
extern struct PyModuleDef __pyx_moduledef;
} /* anonymous namespace */
#else
static struct PyModuleDef __pyx_moduledef;
#endif

#define __pyx_mstate_global (__Pyx_PyModule_GetState(__Pyx_State_FindModule(&__pyx_moduledef)))

#define __pyx_m (__Pyx_State_FindModule(&__pyx_moduledef))
#else
static __pyx_mstatetype __pyx_mstate_global_static =
#ifdef __cplusplus
    {};
#else
    {0};
#endif
static __pyx_mstatetype * const __pyx_mstate_global = &__pyx_mstate_global_static;
#endif
/* #### Code section: constant_name_defines ### */
#define __pyx_kp_u_ __pyx_string_tab[0]
#define __pyx_kp_u_All_dimensions_preceding_dimensi __pyx_string_tab[1]
#define __pyx_kp_u_Buffer_view_does_not_expose_stri __pyx_string_tab[2]
#define __pyx_kp_u_C_Users_runneradmin_AppData_Loca __pyx_string_tab[3]
#define __pyx_kp_u_Can_only_create_a_buffer_that_is __pyx_string_tab[4]
#define __pyx_kp_u_Cannot_assign_to_read_only_memor __pyx_string_tab[5]
#define __pyx_kp_u_Cannot_create_writable_memory_vi __pyx_string_tab[6]
#define __pyx_kp_u_Cannot_index_with_type __pyx_string_tab[7]
#define __pyx_kp_u_Cannot_transpose_memoryview_with __pyx_string_tab[8]
#define __pyx_kp_u_Dimension_d_is_not_direct __pyx_string_tab[9]
#define __pyx_kp_u_Doc___getitem___line_474 __pyx_string_tab[10]
#define __pyx_kp_u_Doc_to_array_line_971 __pyx_string_tab[11]
#define __pyx_kp_u_Empty_shape_tuple_for_cython_arr __pyx_string_tab[12]
#define __pyx_kp_u_Export_given_token_attributes_to __pyx_string_tab[13]
#define __pyx_kp_u_Get_a_Token_or_Span_object_i_int __pyx_string_tab[14]
#define __pyx_kp_u_Index_out_of_bounds_axis_d __pyx_string_tab[15]
#define __pyx_kp_u_Indirect_dimensions_not_supporte __pyx_string_tab[16]
#define __pyx_kp_u_Invalid_mode_expected_c_or_fortr __pyx_string_tab[17]
#define __pyx_kp_u_Invalid_shape_in_axis __pyx_string_tab[18]
#define __pyx_kp_u_MemoryView_of __pyx_string_tab[19]
#define __pyx_kp_u_Note_that_Cython_is_deliberately __pyx_string_tab[20]
#define __pyx_kp_u_Out_of_bounds_on_buffer_access_a __pyx_string_tab[21]
#define __pyx_kp_u_Step_may_not_be_zero_axis_d __pyx_string_tab[22]
#define __pyx_kp_u_Unable_to_convert_item_to_object __pyx_string_tab[23]
#define __pyx_kp_u__10 __pyx_string_tab[24]
#define __pyx_kp_u__13 __pyx_string_tab[25]
#define __pyx_kp_u__2 __pyx_string_tab[26]
#define __pyx_kp_u__21 __pyx_string_tab[27]
#define __pyx_kp_u__3 __pyx_string_tab[28]
#define __pyx_kp_u__4 __pyx_string_tab[29]
#define __pyx_kp_u__5 __pyx_string_tab[30]
#define __pyx_kp_u__6 __pyx_string_tab[31]
#define __pyx_kp_u__7 __pyx_string_tab[32]
#define __pyx_kp_u__8 __pyx_string_tab[33]
#define __pyx_kp_u__9 __pyx_string_tab[34]
#define __pyx_kp_u_add_note __pyx_string_tab[35]
#define __pyx_kp_u_and __pyx_string_tab[36]
#define __pyx_kp_u_at_0x __pyx_string_tab[37]
#define __pyx_kp_u_collections_abc __pyx_string_tab[38]
#define __pyx_kp_u_contiguous_and_direct __pyx_string_tab[39]
#define __pyx_kp_u_contiguous_and_indirect __pyx_string_tab[40]
#define __pyx_kp_u_disable __pyx_string_tab[41]
#define __pyx_kp_u_enable __pyx_string_tab[42]
#define __pyx_kp_u_gc __pyx_string_tab[43]
#define __pyx_kp_u_got __pyx_string_tab[44]
#define __pyx_kp_u_got_differing_extents_in_dimensi __pyx_string_tab[45]
#define __pyx_kp_u_isenabled __pyx_string_tab[46]
#define __pyx_kp_u_itemsize_0_for_cython_array __pyx_string_tab[47]
#define __pyx_kp_u_no_default___reduce___due_to_non __pyx_string_tab[48]
#define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_string_tab[49]
#define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_string_tab[50]
#define __pyx_kp_u_object __pyx_string_tab[51]
#define __pyx_kp_u_self_c_cannot_be_converted_to_a __pyx_string_tab[52]
#define __pyx_kp_u_spacy __pyx_string_tab[53]
#define __pyx_kp_u_spacy_attrs __pyx_string_tab[54]
#define __pyx_kp_u_spacy_compat __pyx_string_tab[55]
#define __pyx_kp_u_spacy_errors __pyx_string_tab[56]
#define __pyx_kp_u_spacy_lexeme_pxd __pyx_string_tab[57]
#define __pyx_kp_u_spacy_tokens__dict_proxies __pyx_string_tab[58]
#define __pyx_kp_u_spacy_tokens__retokenize __pyx_string_tab[59]
#define __pyx_kp_u_spacy_tokens_collections __pyx_string_tab[60]
#define __pyx_kp_u_spacy_tokens_copy __pyx_string_tab[61]
#define __pyx_kp_u_spacy_tokens_doc_pxd __pyx_string_tab[62]
#define __pyx_kp_u_spacy_tokens_doc_pyx __pyx_string_tab[63]
#define __pyx_kp_u_spacy_tokens_enum __pyx_string_tab[64]
#define __pyx_kp_u_spacy_tokens_itertools __pyx_string_tab[65]
#define __pyx_kp_u_spacy_tokens_numpy __pyx_string_tab[66]
#define __pyx_kp_u_spacy_tokens_span_pxd __pyx_string_tab[67]
#define __pyx_kp_u_spacy_tokens_srsly __pyx_string_tab[68]
#define __pyx_kp_u_spacy_tokens_thinc_api __pyx_string_tab[69]
#define __pyx_kp_u_spacy_tokens_thinc_util __pyx_string_tab[70]
#define __pyx_kp_u_spacy_tokens_token_pxd __pyx_string_tab[71]
#define __pyx_kp_u_spacy_tokens_typing __pyx_string_tab[72]
#define __pyx_kp_u_spacy_tokens_underscore __pyx_string_tab[73]
#define __pyx_kp_u_spacy_tokens_warnings __pyx_string_tab[74]
#define __pyx_kp_u_spacy_util __pyx_string_tab[75]
#define __pyx_kp_u_strided_and_direct __pyx_string_tab[76]
#define __pyx_kp_u_strided_and_direct_or_indirect __pyx_string_tab[77]
#define __pyx_kp_u_strided_and_indirect __pyx_string_tab[78]
#define __pyx_kp_u_stringsource __pyx_string_tab[79]
#define __pyx_kp_u_unable_to_allocate_array_data __pyx_string_tab[80]
#define __pyx_kp_u_unable_to_allocate_shape_and_str __pyx_string_tab[81]
#define __pyx_n_u_ASCII __pyx_string_tab[82]
#define __pyx_n_u_B __pyx_string_tab[83]
#define __pyx_n_u_Counter __pyx_string_tab[84]
#define __pyx_n_u_DEP __pyx_string_tab[85]
#define __pyx_n_u_DOCBIN_ALL_ATTRS __pyx_string_tab[86]
#define __pyx_n_u_Doc __pyx_string_tab[87]
#define __pyx_n_u_DocJSONSchema __pyx_string_tab[88]
#define __pyx_n_u_Doc___bytes __pyx_string_tab[89]
#define __pyx_n_u_Doc___get __pyx_string_tab[90]
#define __pyx_n_u_Doc___get___locals_genexpr __pyx_string_tab[91]
#define __pyx_n_u_Doc___iter __pyx_string_tab[92]
#define __pyx_n_u_Doc___reduce_cython __pyx_string_tab[93]
#define __pyx_n_u_Doc___setstate_cython __pyx_string_tab[94]
#define __pyx_n_u_Doc___unicode __pyx_string_tab[95]
#define __pyx_n_u_Doc__bulk_merge __pyx_string_tab[96]
#define __pyx_n_u_Doc__get_array_attrs __pyx_string_tab[97]
#define __pyx_n_u_Doc__realloc __pyx_string_tab[98]
#define __pyx_n_u_Doc_char_span __pyx_string_tab[99]
#define __pyx_n_u_Doc_copy __pyx_string_tab[100]
#define __pyx_n_u_Doc_count_by __pyx_string_tab[101]
#define __pyx_n_u_Doc_extend_tensor __pyx_string_tab[102]
#define __pyx_n_u_Doc_from_array __pyx_string_tab[103]
#define __pyx_n_u_Doc_from_bytes __pyx_string_tab[104]
#define __pyx_n_u_Doc_from_dict __pyx_string_tab[105]
#define __pyx_n_u_Doc_from_disk __pyx_string_tab[106]
#define __pyx_n_u_Doc_from_docs __pyx_string_tab[107]
#define __pyx_n_u_Doc_from_json __pyx_string_tab[108]
#define __pyx_n_u_Doc_get_extension __pyx_string_tab[109]
#define __pyx_n_u_Doc_get_lca_matrix __pyx_string_tab[110]
#define __pyx_n_u_Doc_has_annotation __pyx_string_tab[111]
#define __pyx_n_u_Doc_has_extension __pyx_string_tab[112]
#define __pyx_n_u_Doc_remove_extension __pyx_string_tab[113]
#define __pyx_n_u_Doc_retokenize __pyx_string_tab[114]
#define __pyx_n_u_Doc_set_ents __pyx_string_tab[115]
#define __pyx_n_u_Doc_set_extension __pyx_string_tab[116]
#define __pyx_n_u_Doc_similarity __pyx_string_tab[117]
#define __pyx_n_u_Doc_to_array __pyx_string_tab[118]
#define __pyx_n_u_Doc_to_bytes __pyx_string_tab[119]
#define __pyx_n_u_Doc_to_dict __pyx_string_tab[120]
#define __pyx_n_u_Doc_to_disk __pyx_string_tab[121]
#define __pyx_n_u_Doc_to_json __pyx_string_tab[122]
#define __pyx_n_u_Doc_to_utf8_array __pyx_string_tab[123]
#define __pyx_n_u_E026 __pyx_string_tab[124]
#define __pyx_n_u_E027 __pyx_string_tab[125]
#define __pyx_n_u_E028 __pyx_string_tab[126]
#define __pyx_n_u_E030 __pyx_string_tab[127]
#define __pyx_n_u_E031 __pyx_string_tab[128]
#define __pyx_n_u_E033 __pyx_string_tab[129]
#define __pyx_n_u_E040 __pyx_string_tab[130]
#define __pyx_n_u_E046 __pyx_string_tab[131]
#define __pyx_n_u_E090 __pyx_string_tab[132]
#define __pyx_n_u_E093 __pyx_string_tab[133]
#define __pyx_n_u_E1010 __pyx_string_tab[134]
#define __pyx_n_u_E1011 __pyx_string_tab[135]
#define __pyx_n_u_E1012 __pyx_string_tab[136]
#define __pyx_n_u_E1017 __pyx_string_tab[137]
#define __pyx_n_u_E1021 __pyx_string_tab[138]
#define __pyx_n_u_E1022 __pyx_string_tab[139]
#define __pyx_n_u_E1037 __pyx_string_tab[140]
#define __pyx_n_u_E1038 __pyx_string_tab[141]
#define __pyx_n_u_E1039 __pyx_string_tab[142]
#define __pyx_n_u_E1040 __pyx_string_tab[143]
#define __pyx_n_u_E106 __pyx_string_tab[144]
#define __pyx_n_u_E107 __pyx_string_tab[145]
#define __pyx_n_u_E121 __pyx_string_tab[146]
#define __pyx_n_u_E177 __pyx_string_tab[147]
#define __pyx_n_u_E189 __pyx_string_tab[148]
#define __pyx_n_u_E190 __pyx_string_tab[149]
#define __pyx_n_u_E202 __pyx_string_tab[150]
#define __pyx_n_u_E873 __pyx_string_tab[151]
#define __pyx_n_u_E894 __pyx_string_tab[152]
#define __pyx_n_u_E908 __pyx_string_tab[153]
#define __pyx_n_u_E971 __pyx_string_tab[154]
#define __pyx_n_u_E982 __pyx_string_tab[155]
#define __pyx_n_u_E983 __pyx_string_tab[156]
#define __pyx_n_u_E999 __pyx_string_tab[157]
#define __pyx_n_u_ENT_ID __pyx_string_tab[158]
#define __pyx_n_u_ENT_IOB __pyx_string_tab[159]
#define __pyx_n_u_ENT_KB_ID __pyx_string_tab[160]
#define __pyx_n_u_ENT_TYPE __pyx_string_tab[161]
#define __pyx_n_u_Ellipsis __pyx_string_tab[162]
#define __pyx_n_u_Enum __pyx_string_tab[163]
#define __pyx_n_u_Errors __pyx_string_tab[164]
#define __pyx_n_u_FLAG __pyx_string_tab[165]
#define __pyx_n_u_HEAD __pyx_string_tab[166]
#define __pyx_n_u_I __pyx_string_tab[167]
#define __pyx_n_u_IDS __pyx_string_tab[168]
#define __pyx_n_u_IS_SENT_END __pyx_string_tab[169]
#define __pyx_n_u_IS_SENT_START __pyx_string_tab[170]
#define __pyx_n_u_LEMMA __pyx_string_tab[171]
#define __pyx_n_u_MISSING_DEP __pyx_string_tab[172]
#define __pyx_n_u_MORPH __pyx_string_tab[173]
#define __pyx_n_u_NORM __pyx_string_tab[174]
#define __pyx_n_u_O __pyx_string_tab[175]
#define __pyx_n_u_ORTH __pyx_string_tab[176]
#define __pyx_n_u_POS __pyx_string_tab[177]
#define __pyx_n_u_PyArray_MultiIterNew1 __pyx_string_tab[178]
#define __pyx_n_u_PyArray_MultiIterNew2 __pyx_string_tab[179]
#define __pyx_n_u_PyArray_MultiIterNew3 __pyx_string_tab[180]
#define __pyx_n_u_PyArray_MultiIterNew4 __pyx_string_tab[181]
#define __pyx_n_u_PyArray_MultiIterNew5 __pyx_string_tab[182]
#define __pyx_n_u_PyDataType_SHAPE __pyx_string_tab[183]
#define __pyx_n_u_PyDatetimeArrType_Type __pyx_string_tab[184]
#define __pyx_n_u_PyTimedeltaArrType_Type __pyx_string_tab[185]
#define __pyx_n_u_Pyx_PyDict_NextRef __pyx_string_tab[186]
#define __pyx_n_u_Retokenizer __pyx_string_tab[187]
#define __pyx_n_u_SENT_START __pyx_string_tab[188]
#define __pyx_n_u_Sequence __pyx_string_tab[189]
#define __pyx_n_u_Set __pyx_string_tab[190]
#define __pyx_n_u_SetEntsDefault __pyx_string_tab[191]
#define __pyx_n_u_SetEntsDefault_values __pyx_string_tab[192]
#define __pyx_n_u_SpanGroups __pyx_string_tab[193]
#define __pyx_n_u_T __pyx_string_tab[194]
#define __pyx_n_u_TAG __pyx_string_tab[195]
#define __pyx_n_u_Underscore __pyx_string_tab[196]
#define __pyx_n_u_View_MemoryView __pyx_string_tab[197]
#define __pyx_n_u_W007 __pyx_string_tab[198]
#define __pyx_n_u_W008 __pyx_string_tab[199]
#define __pyx_n_u_W026 __pyx_string_tab[200]
#define __pyx_n_u_W028 __pyx_string_tab[201]
#define __pyx_n_u_W101 __pyx_string_tab[202]
#define __pyx_n_u_W102 __pyx_string_tab[203]
#define __pyx_n_u_W107 __pyx_string_tab[204]
#define __pyx_n_u_W109 __pyx_string_tab[205]
#define __pyx_n_u_Warnings __pyx_string_tab[206]
#define __pyx_n_u__20 __pyx_string_tab[207]
#define __pyx_n_u__6 __pyx_string_tab[208]
#define __pyx_n_u_a __pyx_string_tab[209]
#define __pyx_n_u_abc __pyx_string_tab[210]
#define __pyx_n_u_abs_head_index __pyx_string_tab[211]
#define __pyx_n_u_add __pyx_string_tab[212]
#define __pyx_n_u_alignment __pyx_string_tab[213]
#define __pyx_n_u_alignment_mode __pyx_string_tab[214]
#define __pyx_n_u_alignment_modes __pyx_string_tab[215]
#define __pyx_n_u_allocate_buffer __pyx_string_tab[216]
#define __pyx_n_u_ancestors __pyx_string_tab[217]
#define __pyx_n_u_annot __pyx_string_tab[218]
#define __pyx_n_u_annotations __pyx_string_tab[219]
#define __pyx_n_u_any __pyx_string_tab[220]
#define __pyx_n_u_append __pyx_string_tab[221]
#define __pyx_n_u_arr __pyx_string_tab[222]
#define __pyx_n_u_array __pyx_string_tab[223]
#define __pyx_n_u_array_body __pyx_string_tab[224]
#define __pyx_n_u_array_head __pyx_string_tab[225]
#define __pyx_n_u_array_length __pyx_string_tab[226]
#define __pyx_n_u_arrays __pyx_string_tab[227]
#define __pyx_n_u_asarray __pyx_string_tab[228]
#define __pyx_n_u_ascontiguousarray __pyx_string_tab[229]
#define __pyx_n_u_astype __pyx_string_tab[230]
#define __pyx_n_u_asyncio_coroutines __pyx_string_tab[231]
#define __pyx_n_u_attr __pyx_string_tab[232]
#define __pyx_n_u_attr_id __pyx_string_tab[233]
#define __pyx_n_u_attr_ids __pyx_string_tab[234]
#define __pyx_n_u_attr_json __pyx_string_tab[235]
#define __pyx_n_u_attr_len __pyx_string_tab[236]
#define __pyx_n_u_attributes __pyx_string_tab[237]
#define __pyx_n_u_attrs __pyx_string_tab[238]
#define __pyx_n_u_axis __pyx_string_tab[239]
#define __pyx_n_u_b __pyx_string_tab[240]
#define __pyx_n_u_base __pyx_string_tab[241]
#define __pyx_n_u_blocked __pyx_string_tab[242]
#define __pyx_n_u_bounds_check __pyx_string_tab[243]
#define __pyx_n_u_bs __pyx_string_tab[244]
#define __pyx_n_u_buff_size __pyx_string_tab[245]
#define __pyx_n_u_bulk_merge __pyx_string_tab[246]
#define __pyx_n_u_byte_string __pyx_string_tab[247]
#define __pyx_n_u_byte_strings __pyx_string_tab[248]
#define __pyx_n_u_bytes __pyx_string_tab[249]
#define __pyx_n_u_bytes_data __pyx_string_tab[250]
#define __pyx_n_u_c __pyx_string_tab[251]
#define __pyx_n_u_c_check_flag __pyx_string_tab[252]
#define __pyx_n_u_c_set_flag __pyx_string_tab[253]
#define __pyx_n_u_cats __pyx_string_tab[254]
#define __pyx_n_u_chain __pyx_string_tab[255]
#define __pyx_n_u_char_idx __pyx_string_tab[256]
#define __pyx_n_u_char_offset __pyx_string_tab[257]
#define __pyx_n_u_char_span __pyx_string_tab[258]
#define __pyx_n_u_cinit __pyx_string_tab[259]
#define __pyx_n_u_class __pyx_string_tab[260]
#define __pyx_n_u_class_getitem __pyx_string_tab[261]
#define __pyx_n_u_clear __pyx_string_tab[262]
#define __pyx_n_u_cline_in_traceback __pyx_string_tab[263]
#define __pyx_n_u_close __pyx_string_tab[264]
#define __pyx_n_u_cls __pyx_string_tab[265]
#define __pyx_n_u_col __pyx_string_tab[266]
#define __pyx_n_u_collections __pyx_string_tab[267]
#define __pyx_n_u_compat __pyx_string_tab[268]
#define __pyx_n_u_concat_array __pyx_string_tab[269]
#define __pyx_n_u_concat_doc __pyx_string_tab[270]
#define __pyx_n_u_concat_spaces __pyx_string_tab[271]
#define __pyx_n_u_concat_spans __pyx_string_tab[272]
#define __pyx_n_u_concat_user_data __pyx_string_tab[273]
#define __pyx_n_u_concat_words __pyx_string_tab[274]
#define __pyx_n_u_concatenate __pyx_string_tab[275]
#define __pyx_n_u_context __pyx_string_tab[276]
#define __pyx_n_u_contract __pyx_string_tab[277]
#define __pyx_n_u_copy __pyx_string_tab[278]
#define __pyx_n_u_copy_array __pyx_string_tab[279]
#define __pyx_n_u_copy_reg __pyx_string_tab[280]
#define __pyx_n_u_count __pyx_string_tab[281]
#define __pyx_n_u_count_by __pyx_string_tab[282]
#define __pyx_n_u_counts __pyx_string_tab[283]
#define __pyx_n_u_d __pyx_string_tab[284]
#define __pyx_n_u_data __pyx_string_tab[285]
#define __pyx_n_u_data_key __pyx_string_tab[286]
#define __pyx_n_u_data_start __pyx_string_tab[287]
#define __pyx_n_u_data_type __pyx_string_tab[288]
#define __pyx_n_u_debug __pyx_string_tab[289]
#define __pyx_n_u_deepcopy __pyx_string_tab[290]
#define __pyx_n_u_default __pyx_string_tab[291]
#define __pyx_n_u_defaultdict __pyx_string_tab[292]
#define __pyx_n_u_del __pyx_string_tab[293]
#define __pyx_n_u_dep __pyx_string_tab[294]
#define __pyx_n_u_dep_2 __pyx_string_tab[295]
#define __pyx_n_u_deps __pyx_string_tab[296]
#define __pyx_n_u_descr __pyx_string_tab[297]
#define __pyx_n_u_dict __pyx_string_tab[298]
#define __pyx_n_u_dict_2 __pyx_string_tab[299]
#define __pyx_n_u_dict_proxies __pyx_string_tab[300]
#define __pyx_n_u_dimensions __pyx_string_tab[301]
#define __pyx_n_u_doc __pyx_string_tab[302]
#define __pyx_n_u_doc_2 __pyx_string_tab[303]
#define __pyx_n_u_doc_extensions __pyx_string_tab[304]
#define __pyx_n_u_doc_hooks __pyx_string_tab[305]
#define __pyx_n_u_doc_json __pyx_string_tab[306]
#define __pyx_n_u_doc_length __pyx_string_tab[307]
#define __pyx_n_u_docs __pyx_string_tab[308]
#define __pyx_n_u_dot __pyx_string_tab[309]
#define __pyx_n_u_dtype __pyx_string_tab[310]
#define __pyx_n_u_dtype_is_object __pyx_string_tab[311]
#define __pyx_n_u_e __pyx_string_tab[312]
#define __pyx_n_u_empty __pyx_string_tab[313]
#define __pyx_n_u_encode __pyx_string_tab[314]
#define __pyx_n_u_end __pyx_string_tab[315]
#define __pyx_n_u_end_char __pyx_string_tab[316]
#define __pyx_n_u_end_idx __pyx_string_tab[317]
#define __pyx_n_u_ensure_path __pyx_string_tab[318]
#define __pyx_n_u_ensure_whitespace __pyx_string_tab[319]
#define __pyx_n_u_ent __pyx_string_tab[320]
#define __pyx_n_u_ent_end __pyx_string_tab[321]
#define __pyx_n_u_ent_id __pyx_string_tab[322]
#define __pyx_n_u_ent_id_2 __pyx_string_tab[323]
#define __pyx_n_u_ent_info __pyx_string_tab[324]
#define __pyx_n_u_ent_iob __pyx_string_tab[325]
#define __pyx_n_u_ent_iob_2 __pyx_string_tab[326]
#define __pyx_n_u_ent_iobs __pyx_string_tab[327]
#define __pyx_n_u_ent_kb_id __pyx_string_tab[328]
#define __pyx_n_u_ent_kb_id_2 __pyx_string_tab[329]
#define __pyx_n_u_ent_spans __pyx_string_tab[330]
#define __pyx_n_u_ent_start __pyx_string_tab[331]
#define __pyx_n_u_ent_type __pyx_string_tab[332]
#define __pyx_n_u_ent_type_2 __pyx_string_tab[333]
#define __pyx_n_u_ent_types __pyx_string_tab[334]
#define __pyx_n_u_enter __pyx_string_tab[335]
#define __pyx_n_u_entities __pyx_string_tab[336]
#define __pyx_n_u_entity __pyx_string_tab[337]
#define __pyx_n_u_entity_type __pyx_string_tab[338]
#define __pyx_n_u_ents __pyx_string_tab[339]
#define __pyx_n_u_enum __pyx_string_tab[340]
#define __pyx_n_u_enumerate __pyx_string_tab[341]
#define __pyx_n_u_error __pyx_string_tab[342]
#define __pyx_n_u_errors __pyx_string_tab[343]
#define __pyx_n_u_exclude __pyx_string_tab[344]
#define __pyx_n_u_exit __pyx_string_tab[345]
#define __pyx_n_u_expand __pyx_string_tab[346]
#define __pyx_n_u_extend_tensor __pyx_string_tab[347]
#define __pyx_n_u_f __pyx_string_tab[348]
#define __pyx_n_u_feat_name __pyx_string_tab[349]
#define __pyx_n_u_fields __pyx_string_tab[350]
#define __pyx_n_u_file __pyx_string_tab[351]
#define __pyx_n_u_fill __pyx_string_tab[352]
#define __pyx_n_u_fix_attributes __pyx_string_tab[353]
#define __pyx_n_u_flag_id __pyx_string_tab[354]
#define __pyx_n_u_flags __pyx_string_tab[355]
#define __pyx_n_u_float32 __pyx_string_tab[356]
#define __pyx_n_u_force __pyx_string_tab[357]
#define __pyx_n_u_format __pyx_string_tab[358]
#define __pyx_n_u_fortran __pyx_string_tab[359]
#define __pyx_n_u_from_array __pyx_string_tab[360]
#define __pyx_n_u_from_bytes __pyx_string_tab[361]
#define __pyx_n_u_from_dict __pyx_string_tab[362]
#define __pyx_n_u_from_disk __pyx_string_tab[363]
#define __pyx_n_u_from_docs __pyx_string_tab[364]
#define __pyx_n_u_from_docs_locals_genexpr __pyx_string_tab[365]
#define __pyx_n_u_from_iterable __pyx_string_tab[366]
#define __pyx_n_u_from_json __pyx_string_tab[367]
#define __pyx_n_u_from_ptr __pyx_string_tab[368]
#define __pyx_n_u_func __pyx_string_tab[369]
#define __pyx_n_u_genexpr __pyx_string_tab[370]
#define __pyx_n_u_get __pyx_string_tab[371]
#define __pyx_n_u_get_2 __pyx_string_tab[372]
#define __pyx_n_u_get_array_attrs __pyx_string_tab[373]
#define __pyx_n_u_get_array_attrs_locals_genexpr __pyx_string_tab[374]
#define __pyx_n_u_get_array_base __pyx_string_tab[375]
#define __pyx_n_u_get_array_module __pyx_string_tab[376]
#define __pyx_n_u_get_current_ops __pyx_string_tab[377]
#define __pyx_n_u_get_datetime64_unit __pyx_string_tab[378]
#define __pyx_n_u_get_datetime64_value __pyx_string_tab[379]
#define __pyx_n_u_get_entity_info __pyx_string_tab[380]
#define __pyx_n_u_get_ext_args __pyx_string_tab[381]
#define __pyx_n_u_get_extension __pyx_string_tab[382]
#define __pyx_n_u_get_lca_matrix __pyx_string_tab[383]
#define __pyx_n_u_get_lca_matrix_2 __pyx_string_tab[384]
#define __pyx_n_u_get_struct_attr __pyx_string_tab[385]
#define __pyx_n_u_get_timedelta64_value __pyx_string_tab[386]
#define __pyx_n_u_get_token_attr __pyx_string_tab[387]
#define __pyx_n_u_get_token_attr_for_matcher __pyx_string_tab[388]
#define __pyx_n_u_get_tokens_lca __pyx_string_tab[389]
#define __pyx_n_u_get_words_and_spaces __pyx_string_tab[390]
#define __pyx_n_u_getitem __pyx_string_tab[391]
#define __pyx_n_u_getstate __pyx_string_tab[392]
#define __pyx_n_u_group __pyx_string_tab[393]
#define __pyx_n_u_has_annotation __pyx_string_tab[394]
#define __pyx_n_u_has_annotation_locals_genexpr __pyx_string_tab[395]
#define __pyx_n_u_has_extension __pyx_string_tab[396]
#define __pyx_n_u_has_space __pyx_string_tab[397]
#define __pyx_n_u_has_unknown_spaces __pyx_string_tab[398]
#define __pyx_n_u_has_vector __pyx_string_tab[399]
#define __pyx_n_u_head __pyx_string_tab[400]
#define __pyx_n_u_headings __pyx_string_tab[401]
#define __pyx_n_u_heads __pyx_string_tab[402]
#define __pyx_n_u_hooks_and_data __pyx_string_tab[403]
#define __pyx_n_u_hstack __pyx_string_tab[404]
#define __pyx_n_u_i __pyx_string_tab[405]
#define __pyx_n_u_id __pyx_string_tab[406]
#define __pyx_n_u_id_2 __pyx_string_tab[407]
#define __pyx_n_u_idx __pyx_string_tab[408]
#define __pyx_n_u_import __pyx_string_tab[409]
#define __pyx_n_u_import_array __pyx_string_tab[410]
#define __pyx_n_u_import_ufunc __pyx_string_tab[411]
#define __pyx_n_u_import_umath __pyx_string_tab[412]
#define __pyx_n_u_include_annotation __pyx_string_tab[413]
#define __pyx_n_u_index __pyx_string_tab[414]
#define __pyx_n_u_init __pyx_string_tab[415]
#define __pyx_n_u_input_attr __pyx_string_tab[416]
#define __pyx_n_u_int32 __pyx_string_tab[417]
#define __pyx_n_u_intify_attr __pyx_string_tab[418]
#define __pyx_n_u_iob_strings __pyx_string_tab[419]
#define __pyx_n_u_is_coroutine __pyx_string_tab[420]
#define __pyx_n_u_is_datetime64_object __pyx_string_tab[421]
#define __pyx_n_u_is_json_serializable __pyx_string_tab[422]
#define __pyx_n_u_is_nered __pyx_string_tab[423]
#define __pyx_n_u_is_parsed __pyx_string_tab[424]
#define __pyx_n_u_is_sent_start __pyx_string_tab[425]
#define __pyx_n_u_is_sentenced __pyx_string_tab[426]
#define __pyx_n_u_is_space __pyx_string_tab[427]
#define __pyx_n_u_is_tagged __pyx_string_tab[428]
#define __pyx_n_u_is_timedelta64_object __pyx_string_tab[429]
#define __pyx_n_u_item __pyx_string_tab[430]
#define __pyx_n_u_items __pyx_string_tab[431]
#define __pyx_n_u_itemsize __pyx_string_tab[432]
#define __pyx_n_u_iter __pyx_string_tab[433]
#define __pyx_n_u_iters __pyx_string_tab[434]
#define __pyx_n_u_itertools __pyx_string_tab[435]
#define __pyx_n_u_j __pyx_string_tab[436]
#define __pyx_n_u_kb_id __pyx_string_tab[437]
#define __pyx_n_u_kb_id_2 __pyx_string_tab[438]
#define __pyx_n_u_key __pyx_string_tab[439]
#define __pyx_n_u_keys __pyx_string_tab[440]
#define __pyx_n_u_kwargs __pyx_string_tab[441]
#define __pyx_n_u_label __pyx_string_tab[442]
#define __pyx_n_u_label_2 __pyx_string_tab[443]
#define __pyx_n_u_lambda __pyx_string_tab[444]
#define __pyx_n_u_lang __pyx_string_tab[445]
#define __pyx_n_u_lemma __pyx_string_tab[446]
#define __pyx_n_u_lemma_2 __pyx_string_tab[447]
#define __pyx_n_u_lemmas __pyx_string_tab[448]
#define __pyx_n_u_len __pyx_string_tab[449]
#define __pyx_n_u_length __pyx_string_tab[450]
#define __pyx_n_u_lex __pyx_string_tab[451]
#define __pyx_n_u_lex_or_tok __pyx_string_tab[452]
#define __pyx_n_u_lexeme __pyx_string_tab[453]
#define __pyx_n_u_logger __pyx_string_tab[454]
#define __pyx_n_u_loop_count __pyx_string_tab[455]
#define __pyx_n_u_lower __pyx_string_tab[456]
#define __pyx_n_u_main __pyx_string_tab[457]
#define __pyx_n_u_max __pyx_string_tab[458]
#define __pyx_n_u_max_length __pyx_string_tab[459]
#define __pyx_n_u_mean __pyx_string_tab[460]
#define __pyx_n_u_mem __pyx_string_tab[461]
#define __pyx_n_u_members __pyx_string_tab[462]
#define __pyx_n_u_memview __pyx_string_tab[463]
#define __pyx_n_u_merge __pyx_string_tab[464]
#define __pyx_n_u_message __pyx_string_tab[465]
#define __pyx_n_u_metaclass __pyx_string_tab[466]
#define __pyx_n_u_missing __pyx_string_tab[467]
#define __pyx_n_u_missing_dep __pyx_string_tab[468]
#define __pyx_n_u_missing_head __pyx_string_tab[469]
#define __pyx_n_u_mode __pyx_string_tab[470]
#define __pyx_n_u_modes __pyx_string_tab[471]
#define __pyx_n_u_module __pyx_string_tab[472]
#define __pyx_n_u_morph __pyx_string_tab[473]
#define __pyx_n_u_morph_key __pyx_string_tab[474]
#define __pyx_n_u_morphs __pyx_string_tab[475]
#define __pyx_n_u_mro_entries __pyx_string_tab[476]
#define __pyx_n_u_msg __pyx_string_tab[477]
#define __pyx_n_u_msgpack_dumps __pyx_string_tab[478]
#define __pyx_n_u_msgpack_loads __pyx_string_tab[479]
#define __pyx_n_u_n __pyx_string_tab[480]
#define __pyx_n_u_n_attrs __pyx_string_tab[481]
#define __pyx_n_u_n_iob_strings __pyx_string_tab[482]
#define __pyx_n_u_n_keys __pyx_string_tab[483]
#define __pyx_n_u_name __pyx_string_tab[484]
#define __pyx_n_u_name_2 __pyx_string_tab[485]
#define __pyx_n_u_names __pyx_string_tab[486]
#define __pyx_n_u_nd __pyx_string_tab[487]
#define __pyx_n_u_ndarray __pyx_string_tab[488]
#define __pyx_n_u_ndim __pyx_string_tab[489]
#define __pyx_n_u_new __pyx_string_tab[490]
#define __pyx_n_u_new_size __pyx_string_tab[491]
#define __pyx_n_u_next __pyx_string_tab[492]
#define __pyx_n_u_norm __pyx_string_tab[493]
#define __pyx_n_u_norm_2 __pyx_string_tab[494]
#define __pyx_n_u_normalize_slice __pyx_string_tab[495]
#define __pyx_n_u_noun_chunks_iterator __pyx_string_tab[496]
#define __pyx_n_u_nr_char __pyx_string_tab[497]
#define __pyx_n_u_numiter __pyx_string_tab[498]
#define __pyx_n_u_numpy __pyx_string_tab[499]
#define __pyx_n_u_o __pyx_string_tab[500]
#define __pyx_n_u_obj __pyx_string_tab[501]
#define __pyx_n_u_offset __pyx_string_tab[502]
#define __pyx_n_u_open __pyx_string_tab[503]
#define __pyx_n_u_ops __pyx_string_tab[504]
#define __pyx_n_u_opts __pyx_string_tab[505]
#define __pyx_n_u_orth __pyx_string_tab[506]
#define __pyx_n_u_orth_2 __pyx_string_tab[507]
#define __pyx_n_u_other __pyx_string_tab[508]
#define __pyx_n_u_other_lex __pyx_string_tab[509]
#define __pyx_n_u_other_token __pyx_string_tab[510]
#define __pyx_n_u_output __pyx_string_tab[511]
#define __pyx_n_u_output_dict __pyx_string_tab[512]
#define __pyx_n_u_outside __pyx_string_tab[513]
#define __pyx_n_u_pack __pyx_string_tab[514]
#define __pyx_n_u_padding __pyx_string_tab[515]
#define __pyx_n_u_partial_attrs __pyx_string_tab[516]
#define __pyx_n_u_parts_of_speech __pyx_string_tab[517]
#define __pyx_n_u_path __pyx_string_tab[518]
#define __pyx_n_u_pickle __pyx_string_tab[519]
#define __pyx_n_u_pickle_doc __pyx_string_tab[520]
#define __pyx_n_u_pickle_dumps __pyx_string_tab[521]
#define __pyx_n_u_pickle_loads __pyx_string_tab[522]
#define __pyx_n_u_pop __pyx_string_tab[523]
#define __pyx_n_u_pos __pyx_string_tab[524]
#define __pyx_n_u_pos_2 __pyx_string_tab[525]
#define __pyx_n_u_possible_headings __pyx_string_tab[526]
#define __pyx_n_u_pp __pyx_string_tab[527]
#define __pyx_n_u_prepare __pyx_string_tab[528]
#define __pyx_n_u_prop __pyx_string_tab[529]
#define __pyx_n_u_push_back __pyx_string_tab[530]
#define __pyx_n_u_py_attr_ids __pyx_string_tab[531]
#define __pyx_n_u_pyx_capi __pyx_string_tab[532]
#define __pyx_n_u_pyx_checksum __pyx_string_tab[533]
#define __pyx_n_u_pyx_state __pyx_string_tab[534]
#define __pyx_n_u_pyx_type __pyx_string_tab[535]
#define __pyx_n_u_pyx_unpickle_Enum __pyx_string_tab[536]
#define __pyx_n_u_pyx_vtable __pyx_string_tab[537]
#define __pyx_n_u_qualname __pyx_string_tab[538]
#define __pyx_n_u_range_start __pyx_string_tab[539]
#define __pyx_n_u_rb __pyx_string_tab[540]
#define __pyx_n_u_read __pyx_string_tab[541]
#define __pyx_n_u_realloc __pyx_string_tab[542]
#define __pyx_n_u_reconstructed_words __pyx_string_tab[543]
#define __pyx_n_u_reduce __pyx_string_tab[544]
#define __pyx_n_u_reduce_cython __pyx_string_tab[545]
#define __pyx_n_u_reduce_ex __pyx_string_tab[546]
#define __pyx_n_u_refcheck __pyx_string_tab[547]
#define __pyx_n_u_register __pyx_string_tab[548]
#define __pyx_n_u_rel_head_index __pyx_string_tab[549]
#define __pyx_n_u_remove_extension __pyx_string_tab[550]
#define __pyx_n_u_remove_label_if_necessary __pyx_string_tab[551]
#define __pyx_n_u_repr __pyx_string_tab[552]
#define __pyx_n_u_require_complete __pyx_string_tab[553]
#define __pyx_n_u_reshape __pyx_string_tab[554]
#define __pyx_n_u_resize __pyx_string_tab[555]
#define __pyx_n_u_result __pyx_string_tab[556]
#define __pyx_n_u_retokenize __pyx_string_tab[557]
#define __pyx_n_u_retokenize_2 __pyx_string_tab[558]
#define __pyx_n_u_retokenizer __pyx_string_tab[559]
#define __pyx_n_u_s __pyx_string_tab[560]
#define __pyx_n_u_schema_validation_message __pyx_string_tab[561]
#define __pyx_n_u_schemas __pyx_string_tab[562]
#define __pyx_n_u_seen_tokens __pyx_string_tab[563]
#define __pyx_n_u_self __pyx_string_tab[564]
#define __pyx_n_u_send __pyx_string_tab[565]
#define __pyx_n_u_sent __pyx_string_tab[566]
#define __pyx_n_u_sent_starts __pyx_string_tab[567]
#define __pyx_n_u_sentence __pyx_string_tab[568]
#define __pyx_n_u_sentiment __pyx_string_tab[569]
#define __pyx_n_u_sents __pyx_string_tab[570]
#define __pyx_n_u_seq __pyx_string_tab[571]
#define __pyx_n_u_serializers __pyx_string_tab[572]
#define __pyx_n_u_set __pyx_string_tab[573]
#define __pyx_n_u_set_2 __pyx_string_tab[574]
#define __pyx_n_u_set_array_base __pyx_string_tab[575]
#define __pyx_n_u_set_children_from_heads __pyx_string_tab[576]
#define __pyx_n_u_set_ents __pyx_string_tab[577]
#define __pyx_n_u_set_extension __pyx_string_tab[578]
#define __pyx_n_u_set_lr_kids_and_edges __pyx_string_tab[579]
#define __pyx_n_u_set_name __pyx_string_tab[580]
#define __pyx_n_u_set_struct_attr __pyx_string_tab[581]
#define __pyx_n_u_setdefault __pyx_string_tab[582]
#define __pyx_n_u_setstate __pyx_string_tab[583]
#define __pyx_n_u_setstate_cython __pyx_string_tab[584]
#define __pyx_n_u_shape __pyx_string_tab[585]
#define __pyx_n_u_similar __pyx_string_tab[586]
#define __pyx_n_u_similarity __pyx_string_tab[587]
#define __pyx_n_u_size __pyx_string_tab[588]
#define __pyx_n_u_spaces __pyx_string_tab[589]
#define __pyx_n_u_spacy_index __pyx_string_tab[590]
#define __pyx_n_u_spacy_tokens_doc __pyx_string_tab[591]
#define __pyx_n_u_span __pyx_string_tab[592]
#define __pyx_n_u_span_attr __pyx_string_tab[593]
#define __pyx_n_u_span_data __pyx_string_tab[594]
#define __pyx_n_u_span_group __pyx_string_tab[595]
#define __pyx_n_u_span_hooks __pyx_string_tab[596]
#define __pyx_n_u_span_id __pyx_string_tab[597]
#define __pyx_n_u_span_len __pyx_string_tab[598]
#define __pyx_n_u_span_tuple __pyx_string_tab[599]
#define __pyx_n_u_spans __pyx_string_tab[600]
#define __pyx_n_u_split __pyx_string_tab[601]
#define __pyx_n_u_srsly __pyx_string_tab[602]
#define __pyx_n_u_start __pyx_string_tab[603]
#define __pyx_n_u_start_char __pyx_string_tab[604]
#define __pyx_n_u_start_idx __pyx_string_tab[605]
#define __pyx_n_u_startswith __pyx_string_tab[606]
#define __pyx_n_u_staticmethod __pyx_string_tab[607]
#define __pyx_n_u_step __pyx_string_tab[608]
#define __pyx_n_u_stop __pyx_string_tab[609]
#define __pyx_n_u_str __pyx_string_tab[610]
#define __pyx_n_u_strict __pyx_string_tab[611]
#define __pyx_n_u_stride __pyx_string_tab[612]
#define __pyx_n_u_strides __pyx_string_tab[613]
#define __pyx_n_u_strings __pyx_string_tab[614]
#define __pyx_n_u_struct __pyx_string_tab[615]
#define __pyx_n_u_subarray __pyx_string_tab[616]
#define __pyx_n_u_sum __pyx_string_tab[617]
#define __pyx_n_u_t __pyx_string_tab[618]
#define __pyx_n_u_tag __pyx_string_tab[619]
#define __pyx_n_u_tag_2 __pyx_string_tab[620]
#define __pyx_n_u_tags __pyx_string_tab[621]
#define __pyx_n_u_tensor __pyx_string_tab[622]
#define __pyx_n_u_test __pyx_string_tab[623]
#define __pyx_n_u_text __pyx_string_tab[624]
#define __pyx_n_u_text_with_ws __pyx_string_tab[625]
#define __pyx_n_u_thinc_api __pyx_string_tab[626]
#define __pyx_n_u_thinc_util __pyx_string_tab[627]
#define __pyx_n_u_this_token __pyx_string_tab[628]
#define __pyx_n_u_throw __pyx_string_tab[629]
#define __pyx_n_u_to_array __pyx_string_tab[630]
#define __pyx_n_u_to_bytes __pyx_string_tab[631]
#define __pyx_n_u_to_dict __pyx_string_tab[632]
#define __pyx_n_u_to_dict_locals_lambda __pyx_string_tab[633]
#define __pyx_n_u_to_disk __pyx_string_tab[634]
#define __pyx_n_u_to_json __pyx_string_tab[635]
#define __pyx_n_u_to_utf8_array __pyx_string_tab[636]
#define __pyx_n_u_to_utf8_array_locals_genexpr __pyx_string_tab[637]
#define __pyx_n_u_token __pyx_string_tab[638]
#define __pyx_n_u_token_annotations __pyx_string_tab[639]
#define __pyx_n_u_token_attr __pyx_string_tab[640]
#define __pyx_n_u_token_attrs __pyx_string_tab[641]
#define __pyx_n_u_token_attrs_ids __pyx_string_tab[642]
#define __pyx_n_u_token_by_char __pyx_string_tab[643]
#define __pyx_n_u_token_by_end __pyx_string_tab[644]
#define __pyx_n_u_token_by_start __pyx_string_tab[645]
#define __pyx_n_u_token_data __pyx_string_tab[646]
#define __pyx_n_u_token_hooks __pyx_string_tab[647]
#define __pyx_n_u_token_j __pyx_string_tab[648]
#define __pyx_n_u_token_json __pyx_string_tab[649]
#define __pyx_n_u_token_k __pyx_string_tab[650]
#define __pyx_n_u_token_offset __pyx_string_tab[651]
#define __pyx_n_u_tokens __pyx_string_tab[652]
#define __pyx_n_u_transposed_array __pyx_string_tab[653]
#define __pyx_n_u_type __pyx_string_tab[654]
#define __pyx_n_u_typing __pyx_string_tab[655]
#define __pyx_n_u_uint64 __pyx_string_tab[656]
#define __pyx_n_u_uint8 __pyx_string_tab[657]
#define __pyx_n_u_underscore __pyx_string_tab[658]
#define __pyx_n_u_underscore_span __pyx_string_tab[659]
#define __pyx_n_u_underscore_token __pyx_string_tab[660]
#define __pyx_n_u_unicode __pyx_string_tab[661]
#define __pyx_n_u_unmodified __pyx_string_tab[662]
#define __pyx_n_u_unpack __pyx_string_tab[663]
#define __pyx_n_u_unpickle_doc __pyx_string_tab[664]
#define __pyx_n_u_update __pyx_string_tab[665]
#define __pyx_n_u_upper __pyx_string_tab[666]
#define __pyx_n_u_use_list __pyx_string_tab[667]
#define __pyx_n_u_user_data __pyx_string_tab[668]
#define __pyx_n_u_user_data_keys __pyx_string_tab[669]
#define __pyx_n_u_user_data_values __pyx_string_tab[670]
#define __pyx_n_u_user_hooks __pyx_string_tab[671]
#define __pyx_n_u_user_keys __pyx_string_tab[672]
#define __pyx_n_u_user_span_hooks __pyx_string_tab[673]
#define __pyx_n_u_user_token_hooks __pyx_string_tab[674]
#define __pyx_n_u_utf8 __pyx_string_tab[675]
#define __pyx_n_u_util __pyx_string_tab[676]
#define __pyx_n_u_validate __pyx_string_tab[677]
#define __pyx_n_u_value __pyx_string_tab[678]
#define __pyx_n_u_values __pyx_string_tab[679]
#define __pyx_n_u_vector __pyx_string_tab[680]
#define __pyx_n_u_vector_2 __pyx_string_tab[681]
#define __pyx_n_u_vector_norm __pyx_string_tab[682]
#define __pyx_n_u_vector_norm_2 __pyx_string_tab[683]
#define __pyx_n_u_vectors __pyx_string_tab[684]
#define __pyx_n_u_vectors_length __pyx_string_tab[685]
#define __pyx_n_u_vocab __pyx_string_tab[686]
#define __pyx_n_u_vstack __pyx_string_tab[687]
#define __pyx_n_u_warn __pyx_string_tab[688]
#define __pyx_n_u_warnings __pyx_string_tab[689]
#define __pyx_n_u_wb __pyx_string_tab[690]
#define __pyx_n_u_weakref __pyx_string_tab[691]
#define __pyx_n_u_whitespace __pyx_string_tab[692]
#define __pyx_n_u_word __pyx_string_tab[693]
#define __pyx_n_u_words __pyx_string_tab[694]
#define __pyx_n_u_write __pyx_string_tab[695]
#define __pyx_n_u_wtype __pyx_string_tab[696]
#define __pyx_n_u_x __pyx_string_tab[697]
#define __pyx_n_u_xp __pyx_string_tab[698]
#define __pyx_n_u_zeros __pyx_string_tab[699]
#define __pyx_n_u_zip __pyx_string_tab[700]
#define __pyx_kp_b_Pyx_memviewslice_struct___pyx __pyx_string_tab[701]
#define __pyx_kp_b_int_const_MISSING_DEP __pyx_string_tab[702]
#define __pyx_kp_b_iso88591_0_Q_t_Qe_xq __pyx_string_tab[703]
#define __pyx_kp_b_iso88591_1 __pyx_string_tab[704]
#define __pyx_kp_b_iso88591_1A __pyx_string_tab[705]
#define __pyx_kp_b_iso88591_1A_2 __pyx_string_tab[706]
#define __pyx_kp_b_iso88591_1_2 __pyx_string_tab[707]
#define __pyx_kp_b_iso88591_1_3 __pyx_string_tab[708]
#define __pyx_kp_b_iso88591_22Fa_7_Q_WA_83a_U_4q_a_Qat2Qd_q __pyx_string_tab[709]
#define __pyx_kp_b_iso88591_7_1 __pyx_string_tab[710]
#define __pyx_kp_b_iso88591_7_q __pyx_string_tab[711]
#define __pyx_kp_b_iso88591_7q_Q_4xs_1_q_5_3e3d_1_3e3d_1_1 __pyx_string_tab[712]
#define __pyx_kp_b_iso88591_7t7 __pyx_string_tab[713]
#define __pyx_kp_b_iso88591_8_AQ __pyx_string_tab[714]
#define __pyx_kp_b_iso88591_A __pyx_string_tab[715]
#define __pyx_kp_b_iso88591_A0_Qm1_1_a_1_AS_gWAU_G1_1_1Bd_s __pyx_string_tab[716]
#define __pyx_kp_b_iso88591_A2_Qc_7_as_7_81G1A_4q_gV6_2Rq_HB __pyx_string_tab[717]
#define __pyx_kp_b_iso88591_AQ __pyx_string_tab[718]
#define __pyx_kp_b_iso88591_AQ_1_1_z_S_z_4s __pyx_string_tab[719]
#define __pyx_kp_b_iso88591_AQ_1_6_4s_1_1 __pyx_string_tab[720]
#define __pyx_kp_b_iso88591_AQ_2 __pyx_string_tab[721]
#define __pyx_kp_b_iso88591_AQ_5_2Q_Qe6_Q_vQ_Q_y_Q_xq_Q_y_Q __pyx_string_tab[722]
#define __pyx_kp_b_iso88591_AQ_6_A_E_IQ_HCq_q __pyx_string_tab[723]
#define __pyx_kp_b_iso88591_AQ_7_Bc_3a_AV5_q_S_xq_we1_q __pyx_string_tab[724]
#define __pyx_kp_b_iso88591_AQ_L __pyx_string_tab[725]
#define __pyx_kp_b_iso88591_AQ_S_5_q_q_s_3a_s_3a_s_3a_s_3a_s __pyx_string_tab[726]
#define __pyx_kp_b_iso88591_AQ_S_auF_s_5_s_uF_Q_uD_uA_s_5_s __pyx_string_tab[727]
#define __pyx_kp_b_iso88591_AQ_S_s_s_A_s_s_s_s_s_s_A_s_Q_s_1 __pyx_string_tab[728]
#define __pyx_kp_b_iso88591_AQ_XQ_a_A_E_q __pyx_string_tab[729]
#define __pyx_kp_b_iso88591_AQ_uE_A __pyx_string_tab[730]
#define __pyx_kp_b_iso88591_A_1 __pyx_string_tab[731]
#define __pyx_kp_b_iso88591_A_2 __pyx_string_tab[732]
#define __pyx_kp_b_iso88591_A_3 __pyx_string_tab[733]
#define __pyx_kp_b_iso88591_A_3aq_3aq_4y_1_AV5_q_9A_F_89AQ_a __pyx_string_tab[734]
#define __pyx_kp_b_iso88591_A_3nAV4t6_Qiq_AV5_q_V4q_c __pyx_string_tab[735]
#define __pyx_kp_b_iso88591_A_4_aq_2Yc_gS_9TWW_ddkkoop_4_aq __pyx_string_tab[736]
#define __pyx_kp_b_iso88591_A_4q_4_q_wat6_81_3avS_j_Qa_AZt6 __pyx_string_tab[737]
#define __pyx_kp_b_iso88591_A_4q_4_xq_A_1_1 __pyx_string_tab[738]
#define __pyx_kp_b_iso88591_A_4s_AV5_q_Q_z_AQ __pyx_string_tab[739]
#define __pyx_kp_b_iso88591_A_66GuA_4q_1_G4wa_3awb_AV1_1_6_A __pyx_string_tab[740]
#define __pyx_kp_b_iso88591_A_9Bd_N_I_c_1_Yd_ha_2Rq_E_Ba_E_a __pyx_string_tab[741]
#define __pyx_kp_b_iso88591_A_9Ct1_4_9AQ_4y_q_4q_Qd_4s_1_2V2 __pyx_string_tab[742]
#define __pyx_kp_b_iso88591_A_A __pyx_string_tab[743]
#define __pyx_kp_b_iso88591_A_AT_IQd_T_4q_Zt9AT_XT_4q_iq_A_a __pyx_string_tab[744]
#define __pyx_kp_b_iso88591_A_A_A_Q_E_at1_AT_1A_uIS_6_Q_2Qaw __pyx_string_tab[745]
#define __pyx_kp_b_iso88591_A_A_L_IYoQa_z_F_aq_4q_k_fGS_WAQ __pyx_string_tab[746]
#define __pyx_kp_b_iso88591_A_D_4_1_4_S_1_Q_b_AYe3gQ_t1 __pyx_string_tab[747]
#define __pyx_kp_b_iso88591_A_F_IQ_5_1JfG_Q_G4q_IZq_uJd_A_Yd __pyx_string_tab[748]
#define __pyx_kp_b_iso88591_A_Kq __pyx_string_tab[749]
#define __pyx_kp_b_iso88591_A_Qd_4wfCq_wavXYa_at9A_G2T __pyx_string_tab[750]
#define __pyx_kp_b_iso88591_A_QgQ_AQ_AQ_Qc_wgQe_WA_5_s_q_E_w __pyx_string_tab[751]
#define __pyx_kp_b_iso88591_A_Qhe7_50__TU_t_1 __pyx_string_tab[752]
#define __pyx_kp_b_iso88591_A_Qhe7_5_E_Q_t_1 __pyx_string_tab[753]
#define __pyx_kp_b_iso88591_A_Qhe7_5_U_t_1 __pyx_string_tab[754]
#define __pyx_kp_b_iso88591_A_WL_uAQ __pyx_string_tab[755]
#define __pyx_kp_b_iso88591_A_q __pyx_string_tab[756]
#define __pyx_kp_b_iso88591_A_r_aq_t5 __pyx_string_tab[757]
#define __pyx_kp_b_iso88591_A_r_aq_t5_gQa __pyx_string_tab[758]
#define __pyx_kp_b_iso88591_A_r_b __pyx_string_tab[759]
#define __pyx_kp_b_iso88591_A_t1 __pyx_string_tab[760]
#define __pyx_kp_b_iso88591_A_t1C_5 __pyx_string_tab[761]
#define __pyx_kp_b_iso88591_A_t6 __pyx_string_tab[762]
#define __pyx_kp_b_iso88591_A_t6_fA __pyx_string_tab[763]
#define __pyx_kp_b_iso88591_A_t81 __pyx_string_tab[764]
#define __pyx_kp_b_iso88591_A_t_q __pyx_string_tab[765]
#define __pyx_kp_b_iso88591_A_uCz __pyx_string_tab[766]
#define __pyx_kp_b_iso88591_A_uHA_AV3c __pyx_string_tab[767]
#define __pyx_kp_b_iso88591_A_z_5Q __pyx_string_tab[768]
#define __pyx_kp_b_iso88591_A_z_AQ __pyx_string_tab[769]
#define __pyx_kp_b_iso88591_HD __pyx_string_tab[770]
#define __pyx_kp_b_iso88591_IQhay_Q_c_S_S_O3he_9J __pyx_string_tab[771]
#define __pyx_kp_b_iso88591_MQ_U_7_ar_1_ar_1_ar_1_ar_1_1_a __pyx_string_tab[772]
#define __pyx_kp_b_iso88591_Mbbttu0_A_e7_e1A_at4t9A_6_2T_9D __pyx_string_tab[773]
#define __pyx_kp_b_iso88591_N_Vdde_87_q_AV6_EQRRS_1D_G9Cs_1 __pyx_string_tab[774]
#define __pyx_kp_b_iso88591_Na_axxy_r_Bd_5_4xs_q __pyx_string_tab[775]
#define __pyx_kp_b_iso88591_Oq_4xs_a_hb_b_Q_Qe_Qa_4xs_WA_XQ __pyx_string_tab[776]
#define __pyx_kp_b_iso88591_Oq_4xs_a_hb_b_Q_WA_4xs_WA_XQar __pyx_string_tab[777]
#define __pyx_kp_b_iso88591_Oq_7_A_1_vRuBa_9BfAT_b_c_q_E_6 __pyx_string_tab[778]
#define __pyx_kp_b_iso88591_Q __pyx_string_tab[779]
#define __pyx_kp_b_iso88591_Q_2 __pyx_string_tab[780]
#define __pyx_kp_b_iso88591_Q_3 __pyx_string_tab[781]
#define __pyx_kp_b_iso88591_Q_4 __pyx_string_tab[782]
#define __pyx_kp_b_iso88591_Q_4xs_AV5_q_t1_whd_3a_U_A5H_QR __pyx_string_tab[783]
#define __pyx_kp_b_iso88591_Q_5 __pyx_string_tab[784]
#define __pyx_kp_b_iso88591_Q_z_A_81_HA_ha_AZs_q_AZs_WF_WF __pyx_string_tab[785]
#define __pyx_kp_b_iso88591_Qa __pyx_string_tab[786]
#define __pyx_kp_b_iso88591_Qa_q __pyx_string_tab[787]
#define __pyx_kp_b_iso88591_Qa_way_q __pyx_string_tab[788]
#define __pyx_kp_b_iso88591_Qe1A __pyx_string_tab[789]
#define __pyx_kp_b_iso88591_RRS_axxq_r_Bd_5_1_q __pyx_string_tab[790]
#define __pyx_kp_b_iso88591_T_2 __pyx_string_tab[791]
#define __pyx_kp_b_iso88591_U_7_q_q_ar_5_c_4vRq_1_5_a_q_5_a __pyx_string_tab[792]
#define __pyx_kp_b_iso88591_XT_y __pyx_string_tab[793]
#define __pyx_kp_b_iso88591__22 __pyx_string_tab[794]
#define __pyx_kp_b_iso88591__23 __pyx_string_tab[795]
#define __pyx_kp_b_iso88591__24 __pyx_string_tab[796]
#define __pyx_kp_b_iso88591__25 __pyx_string_tab[797]
#define __pyx_kp_b_iso88591__26 __pyx_string_tab[798]
#define __pyx_kp_b_iso88591__27 __pyx_string_tab[799]
#define __pyx_kp_b_iso88591__28 __pyx_string_tab[800]
#define __pyx_kp_b_iso88591_a_1_y_PPQ_q_j_vWAXQ_5_e7_q_as_f __pyx_string_tab[801]
#define __pyx_kp_b_iso88591_a_2 __pyx_string_tab[802]
#define __pyx_kp_b_iso88591_a_3 __pyx_string_tab[803]
#define __pyx_kp_b_iso88591_a_4 __pyx_string_tab[804]
#define __pyx_kp_b_iso88591_a_IRq_j_uG1Bc_IS_j_uG1Bc __pyx_string_tab[805]
#define __pyx_kp_b_iso88591_a_S_Q_IQ_4q_Q_4q_Q_4q_1E_4q_Q_4 __pyx_string_tab[806]
#define __pyx_kp_b_iso88591_a_t_q_ay_e1_t_a_81 __pyx_string_tab[807]
#define __pyx_kp_b_iso88591_aq __pyx_string_tab[808]
#define __pyx_kp_b_iso88591_d_2 __pyx_string_tab[809]
#define __pyx_kp_b_iso88591_d_A_e6_e1_5_U_1_QfBa_3e1_wa_T_b __pyx_string_tab[810]
#define __pyx_kp_b_iso88591_hd __pyx_string_tab[811]
#define __pyx_kp_b_iso88591_iq __pyx_string_tab[812]
#define __pyx_kp_b_iso88591_nE_aq_QgZz_A_waq_q_1 __pyx_string_tab[813]
#define __pyx_kp_b_iso88591_q __pyx_string_tab[814]
#define __pyx_kp_b_iso88591_q_2 __pyx_string_tab[815]
#define __pyx_kp_b_iso88591_q_3 __pyx_string_tab[816]
#define __pyx_kp_b_iso88591_q_4 __pyx_string_tab[817]
#define __pyx_kp_b_iso88591_q_7 __pyx_string_tab[818]
#define __pyx_kp_b_iso88591_q_7_WA __pyx_string_tab[819]
#define __pyx_kp_b_iso88591_q_7_WCwc __pyx_string_tab[820]
#define __pyx_kp_b_iso88591_q_7_WCwc_HTU __pyx_string_tab[821]
#define __pyx_kp_b_iso88591_q_7_WCxq __pyx_string_tab[822]
#define __pyx_kp_b_iso88591_q_Q_k __pyx_string_tab[823]
#define __pyx_kp_b_iso88591_q_V7_84y_84q_c_Q_fBc_6QR_e1A_C __pyx_string_tab[824]
#define __pyx_kp_b_iso88591_q_k __pyx_string_tab[825]
#define __pyx_kp_b_iso88591_q_uCq_q_81 __pyx_string_tab[826]
#define __pyx_kp_b_iso88591_q_uN_4xq __pyx_string_tab[827]
#define __pyx_kp_b_iso88591_uA_t_q_ay_q_IQha __pyx_string_tab[828]
#define __pyx_kp_b_iso88591_xs_4q __pyx_string_tab[829]
#define __pyx_kp_b_iso88591_xs_T_G1_Qj_1_a_Qa_a_3fHAZq_Q_z __pyx_string_tab[830]
#define __pyx_kp_b_iso88591_xs_wa_c_wa_c_wa_1G1_xs_wa_G1_Cq __pyx_string_tab[831]
#define __pyx_kp_b_iso88591_xt1A __pyx_string_tab[832]
#define __pyx_kp_b_iso88591_z_A_5_Cq_1_1_QgQ __pyx_string_tab[833]
#define __pyx_kp_b_iso88591_z_A_uA_3a_4uA_5_A_uA_3a_uA_3a_u __pyx_string_tab[834]
#define __pyx_kp_b_pyx_t_5spacy_8typedefs_attr_t __pyx_string_tab[835]
#define __pyx_kp_b_struct___pyx_t_5spacy_7structs_L __pyx_string_tab[836]
#define __pyx_kp_b_uint64_t_void_int_uint64_t_hash6 __pyx_string_tab[837]
#define __pyx_n_b_O __pyx_string_tab[838]
#define __pyx_float_0_0 __pyx_number_tab[0]
#define __pyx_float_1_0 __pyx_number_tab[1]
#define __pyx_int_0 __pyx_number_tab[2]
#define __pyx_int_neg_1 __pyx_number_tab[3]
#define __pyx_int_1 __pyx_number_tab[4]
#define __pyx_int_2 __pyx_number_tab[5]
#define __pyx_int_10 __pyx_number_tab[6]
#define __pyx_int_255 __pyx_number_tab[7]
#define __pyx_int_136983863 __pyx_number_tab[8]
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Py_CLEAR(clear_module_state->__pyx_CommonTypesMetaclassType);

/* Generator.module_state_clear */
Py_CLEAR(clear_module_state->__pyx_GeneratorType);

/* CythonFunctionShared.module_state_clear */
Py_CLEAR(clear_module_state->__pyx_CyFunctionType);

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*/
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_mstate_global->__pyx_memoryviewslice_type); 
  if (__pyx_t_1) {

    /* "View.MemoryView":780
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
*/
    __Pyx_XDECREF((PyObject *)__pyx_r);

    /* "View.MemoryView":781
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_dtype_func,
 *                                     memview.dtype_is_object)
*/
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(1, 781, __pyx_L1_error) }

    /* "View.MemoryView":782
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 *     else:
*/
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(1, 782, __pyx_L1_error) }

    /* "View.MemoryView":780
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
*/
    __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 780, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_mstate_global->__pyx_memoryview_type))))) __PYX_ERR(1, 780, __pyx_L1_error)
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_2);
    __pyx_t_2 = 0;
    goto __pyx_L0;

    /* "View.MemoryView":779
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
*/
  }

  /* "View.MemoryView":785
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
*/
  /*else*/ {
    __Pyx_XDECREF((PyObject *)__pyx_r);

    /* "View.MemoryView":786
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,
 *                                     memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
*/
    __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 785, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);

    /* "View.MemoryView":785
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
*/
    if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_mstate_global->__pyx_memoryview_type))))) __PYX_ERR(1, 785, __pyx_L1_error)
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_2);
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":711
 * 
 * 
 * @cname('__pyx_memview_slice')             # <<<<<<<<<<<<<<
 * cdef memoryview memview_slice(memoryview memview, object indices):
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("View.MemoryView.memview_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_memviewsliceobj);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":793
 * 
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')             # <<<<<<<<<<<<<<
 * cdef int slice_memviewslice(
 *         __Pyx_memviewslice *dst,
*/

static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) {
  Py_ssize_t __pyx_v_new_shape;
  int __pyx_v_negative_step;
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyGILState_STATE __pyx_gilstate_save;

  /* "View.MemoryView":814
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
*/
  __pyx_t_1 = (!__pyx_v_is_slice);
  if (__pyx_t_1) {

    /* "View.MemoryView":816
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
*/
    __pyx_t_1 = (__pyx_v_start < 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":817
 * 
 *         if start < 0:
 *             start += shape             # <<<<<<<<<<<<<<
 *         if not 0 <= start < shape:
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)
*/
      __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

      /* "View.MemoryView":816
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
*/
    }

    /* "View.MemoryView":818
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
*/
    __pyx_t_1 = (0 <= __pyx_v_start);
    if (__pyx_t_1) {
      __pyx_t_1 = (__pyx_v_start < __pyx_v_shape);
    }
    __pyx_t_2 = (!__pyx_t_1);
    if (__pyx_t_2) {

      /* "View.MemoryView":819
 *             start += shape
 *         if not 0 <= start < shape:
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)             # <<<<<<<<<<<<<<
 *     else:
 * 
*/
      __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_IndexError, __pyx_mstate_global->__pyx_kp_u_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 819, __pyx_L1_error)

      /* "View.MemoryView":818
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
*/
    }

    /* "View.MemoryView":814
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
*/
    goto __pyx_L3;
  }

  /* "View.MemoryView":822
 *     else:
 * 
 *         if have_step:             # <<<<<<<<<<<<<<
 *             negative_step = step < 0
 *             if step == 0:
*/
  /*else*/ {
    __pyx_t_2 = (__pyx_v_have_step != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":823
 * 
 *         if have_step:
 *             negative_step = step < 0             # <<<<<<<<<<<<<<
 *             if step == 0:
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
*/
      __pyx_v_negative_step = (__pyx_v_step < 0);

      /* "View.MemoryView":824
 *         if have_step:
 *             negative_step = step < 0
 *             if step == 0:             # <<<<<<<<<<<<<<
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
 *         else:
*/
      __pyx_t_2 = (__pyx_v_step == 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":825
 *             negative_step = step < 0
 *             if step == 0:
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)             # <<<<<<<<<<<<<<
 *         else:
 *             negative_step = False
*/
        __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_ValueError, __pyx_mstate_global->__pyx_kp_u_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 825, __pyx_L1_error)

        /* "View.MemoryView":824
 *         if have_step:
 *             negative_step = step < 0
 *             if step == 0:             # <<<<<<<<<<<<<<
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
 *         else:
*/
      }

      /* "View.MemoryView":822
 *     else:
 * 
 *         if have_step:             # <<<<<<<<<<<<<<
 *             negative_step = step < 0
 *             if step == 0:
*/
      goto __pyx_L6;
    }

    /* "View.MemoryView":827
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
 *         else:
 *             negative_step = False             # <<<<<<<<<<<<<<
 *             step = 1
 * 
*/
    /*else*/ {
      __pyx_v_negative_step = 0;

      /* "View.MemoryView":828
 *         else:
 *             negative_step = False
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
*/
      __pyx_v_step = 1;
    }
    __pyx_L6:;

    /* "View.MemoryView":831
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
*/
    __pyx_t_2 = (__pyx_v_have_start != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":832
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
*/
      __pyx_t_2 = (__pyx_v_start < 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":833
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
*/
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

        /* "View.MemoryView":834
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
*/
        __pyx_t_2 = (__pyx_v_start < 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":835
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
*/
          __pyx_v_start = 0;

          /* "View.MemoryView":834
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
*/
        }

        /* "View.MemoryView":832
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
*/
        goto __pyx_L9;
      }

      /* "View.MemoryView":836
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
*/
      __pyx_t_2 = (__pyx_v_start >= __pyx_v_shape);
      if (__pyx_t_2) {

        /* "View.MemoryView":837
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
*/
        if (__pyx_v_negative_step) {

          /* "View.MemoryView":838
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
*/
          __pyx_v_start = (__pyx_v_shape - 1);

          /* "View.MemoryView":837
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
*/
          goto __pyx_L11;
        }

        /* "View.MemoryView":840
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
*/
        /*else*/ {
          __pyx_v_start = __pyx_v_shape;
        }
        __pyx_L11:;

        /* "View.MemoryView":836
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
*/
      }
      __pyx_L9:;

      /* "View.MemoryView":831
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
*/
      goto __pyx_L8;
    }

    /* "View.MemoryView":842
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
*/
    /*else*/ {
      if (__pyx_v_negative_step) {

        /* "View.MemoryView":843
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
*/
        __pyx_v_start = (__pyx_v_shape - 1);

        /* "View.MemoryView":842
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
*/
        goto __pyx_L12;
      }

      /* "View.MemoryView":845
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
*/
      /*else*/ {
        __pyx_v_start = 0;
      }
      __pyx_L12:;
    }
    __pyx_L8:;

    /* "View.MemoryView":847
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
*/
    __pyx_t_2 = (__pyx_v_have_stop != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":848
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
*/
      __pyx_t_2 = (__pyx_v_stop < 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":849
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
*/
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":850
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
*/
        __pyx_t_2 = (__pyx_v_stop < 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":851
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
*/
          __pyx_v_stop = 0;

          /* "View.MemoryView":850
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
*/
        }

        /* "View.MemoryView":848
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
*/
        goto __pyx_L14;
      }

      /* "View.MemoryView":852
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
*/
      __pyx_t_2 = (__pyx_v_stop > __pyx_v_shape);
      if (__pyx_t_2) {

        /* "View.MemoryView":853
 *                     stop = 0
 *             elif stop > shape:
 *                 stop = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
*/
        __pyx_v_stop = __pyx_v_shape;

        /* "View.MemoryView":852
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
*/
      }
      __pyx_L14:;

      /* "View.MemoryView":847
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
*/
      goto __pyx_L13;
    }

    /* "View.MemoryView":855
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
*/
    /*else*/ {
      if (__pyx_v_negative_step) {

        /* "View.MemoryView":856
 *         else:
 *             if negative_step:
 *                 stop = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 stop = shape
*/
        __pyx_v_stop = -1L;

        /* "View.MemoryView":855
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
*/
        goto __pyx_L16;
      }

      /* "View.MemoryView":858
 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 * 
*/
      /*else*/ {
        __pyx_v_stop = __pyx_v_shape;
      }
      __pyx_L16:;
    }
    __pyx_L13:;

    /* "View.MemoryView":862
 * 
 *         with cython.cdivision(True):
 *             new_shape = (stop - start) // step             # <<<<<<<<<<<<<<
 * 
 *             if (stop - start) - step * new_shape:
*/
    __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step);

    /* "View.MemoryView":864
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
*/
    __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":865
 * 
 *             if (stop - start) - step * new_shape:
 *                 new_shape += 1             # <<<<<<<<<<<<<<
 * 
 *         if new_shape < 0:
*/
      __pyx_v_new_shape = (__pyx_v_new_shape + 1);

      /* "View.MemoryView":864
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
*/
    }

    /* "View.MemoryView":867
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
*/
    __pyx_t_2 = (__pyx_v_new_shape < 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":868
 * 
 *         if new_shape < 0:
 *             new_shape = 0             # <<<<<<<<<<<<<<
 * 
 * 
*/
      __pyx_v_new_shape = 0;

      /* "View.MemoryView":867
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
*/
    }

    /* "View.MemoryView":871
 * 
 * 
 *         dst.strides[new_ndim] = stride * step             # <<<<<<<<<<<<<<
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset
*/
    (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step);

    /* "View.MemoryView":872
 * 
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape             # <<<<<<<<<<<<<<
 *         dst.suboffsets[new_ndim] = suboffset
 * 
*/
    (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape;

    /* "View.MemoryView":873
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset             # <<<<<<<<<<<<<<
 * 
 * 
*/
    (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset;
  }
  __pyx_L3:;

  /* "View.MemoryView":876
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
*/
  __pyx_t_2 = ((__pyx_v_suboffset_dim[0]) < 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":877
 * 
 *     if suboffset_dim[0] < 0:
 *         dst.data += start * stride             # <<<<<<<<<<<<<<
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
*/
    __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride));

    /* "View.MemoryView":876
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
*/
    goto __pyx_L19;
  }

  /* "View.MemoryView":879
 *         dst.data += start * stride
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride             # <<<<<<<<<<<<<<
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    /* "View.MemoryView":943
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      /* "View.MemoryView":944
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      /* "View.MemoryView":943
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*/
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*/
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 * @cname('__pyx_memoryview_copy_object')             # <<<<<<<<<<<<<<
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 * @cname('__pyx_memoryview_copy_object_from_slice')             # <<<<<<<<<<<<<<
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 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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*/
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 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):
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/* "View.MemoryView":1110
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 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) noexcept nogil:             # <<<<<<<<<<<<<<
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*/

static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) {
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  Py_ssize_t __pyx_t_1;
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 * 
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 * 
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*/
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 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) noexcept nogil:             # <<<<<<<<<<<<<<
 *     return -arg if arg < 0 else arg
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/* "View.MemoryView":1113
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 * 
 * @cname('__pyx_get_best_slice_order')             # <<<<<<<<<<<<<<
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) noexcept nogil:
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*/

static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
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  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;

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 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t f_stride = 0
 * 
*/
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  /* "View.MemoryView":1120
 *     cdef int i
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 *     cdef Py_ssize_t f_stride = 0             # <<<<<<<<<<<<<<
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 *     for i in range(ndim - 1, -1, -1):
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  /* "View.MemoryView":1122
 *     cdef Py_ssize_t f_stride = 0
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
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*/
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 *     for i in range(ndim - 1, -1, -1):
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 *             c_stride = mslice.strides[i]
 *             break
*/
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 *     for i in range(ndim - 1, -1, -1):
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 *             break
 * 
*/
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      /* "View.MemoryView":1125
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 *             break             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
*/
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 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
*/
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  /* "View.MemoryView":1127
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 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
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*/
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    /* "View.MemoryView":1128
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
*/
    __pyx_t_2 = ((__pyx_v_mslice->shape[__pyx_v_i]) > 1);
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      /* "View.MemoryView":1129
 *     for i in range(ndim):
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 *             f_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
*/
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      /* "View.MemoryView":1130
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 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
*/
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      /* "View.MemoryView":1128
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
*/
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 *         return 'C'
 *     else:
*/
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    /* "View.MemoryView":1133
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 *     else:
 *         return 'F'
*/
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 *         return 'C'
 *     else:
*/
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*/
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 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) noexcept nogil:
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/* "View.MemoryView":1137
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 * 
 * @cython.cdivision(True)             # <<<<<<<<<<<<<<
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,
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*/

static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) {
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  Py_ssize_t __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;

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 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
*/
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  /* "View.MemoryView":1146
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 *     cdef Py_ssize_t src_stride = src_strides[0]
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*/
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 *     cdef Py_ssize_t dst_stride = dst_strides[0]
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*/
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  /* "View.MemoryView":1148
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
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 * 
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*/
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  /* "View.MemoryView":1150
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*/
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 *                 <size_t> src_stride == itemsize == <size_t> dst_stride):
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*/
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    /* "View.MemoryView":1152
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 *                 <size_t> src_stride == itemsize == <size_t> dst_stride):             # <<<<<<<<<<<<<<
 *             memcpy(dst_data, src_data, itemsize * dst_extent)
 *         else:
*/
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    /* "View.MemoryView":1151
 * 
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 *         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)
*/
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      /* "View.MemoryView":1153
 *         if (src_stride > 0 and dst_stride > 0 and
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 *             memcpy(dst_data, src_data, itemsize * dst_extent)             # <<<<<<<<<<<<<<
 *         else:
 *             for i in range(dst_extent):
*/
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      /* "View.MemoryView":1151
 * 
 *     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;
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    /* "View.MemoryView":1155
 *             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
*/
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        __pyx_v_i = __pyx_t_5;

        /* "View.MemoryView":1156
 *         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":1157
 *             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":1158
 *                 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":1150
 *     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":1160
 *                 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_3 = __pyx_v_dst_extent;
    __pyx_t_4 = __pyx_t_3;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "View.MemoryView":1161
 *     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":1165
 *                                      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":1166
 *                                      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":1137
 *         return 'F'
 * 
 * @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,
*/

  /* function exit code */
}

/* "View.MemoryView":1168
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) noexcept 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":1171
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) noexcept 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":1168
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) noexcept nogil:
*/

  /* function exit code */
}

/* "View.MemoryView":1174
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 * @cname('__pyx_memoryview_slice_get_size')             # <<<<<<<<<<<<<<
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil:
 *     "Return the size of the memory occupied by the slice in number of bytes"
*/

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":1177
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept 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":1179
 *     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":1180
 * 
 *     for shape in src.shape[:ndim]:
 *         size *= shape             # <<<<<<<<<<<<<<
 * 
 *     return size
*/
    __pyx_v_size = (__pyx_v_size * __pyx_v_shape);
  }

  /* "View.MemoryView":1182
 *         size *= shape
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
*/
  __pyx_r = __pyx_v_size;
  goto __pyx_L0;

  /* "View.MemoryView":1174
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 * @cname('__pyx_memoryview_slice_get_size')             # <<<<<<<<<<<<<<
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil:
 *     "Return the size of the memory occupied by the slice in number of bytes"
*/

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1184
 *     return size
 * 
 * @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,
*/

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":1194
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
*/
  __pyx_t_1 = (__pyx_v_order == 'F');
  if (__pyx_t_1) {

    /* "View.MemoryView":1195
 * 
 *     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":1196
 *     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":1197
 *         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":1194
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
*/
    goto __pyx_L3;
  }

  /* "View.MemoryView":1199
 *             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":1200
 *     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":1201
 *         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":1203
 *             stride *= shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
*/
  __pyx_r = __pyx_v_stride;
  goto __pyx_L0;

  /* "View.MemoryView":1184
 *     return size
 * 
 * @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,
*/

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1205
 *     return stride
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')             # <<<<<<<<<<<<<<
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,
 *                              __Pyx_memviewslice *tmpslice,
*/

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;
  PyGILState_STATE __pyx_gilstate_save;

  /* "View.MemoryView":1217
 *     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":1218
 * 
 *     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":1220
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 *     result = malloc(size)             # <<<<<<<<<<<<<<
 *     if not result:
 *         _err_no_memory()
*/
  __pyx_v_result = malloc(__pyx_v_size);

  /* "View.MemoryView":1221
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err_no_memory()
 * 
*/
  __pyx_t_2 = (!(__pyx_v_result != 0));
  if (__pyx_t_2) {

    /* "View.MemoryView":1222
 *     result = malloc(size)
 *     if not result:
 *         _err_no_memory()             # <<<<<<<<<<<<<<
 * 
 * 
*/
    __pyx_t_3 = __pyx_memoryview_err_no_memory(); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 1222, __pyx_L1_error)

    /* "View.MemoryView":1221
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err_no_memory()
 * 
*/
  }

  /* "View.MemoryView":1225
 * 
 * 
 *     tmpslice.data = <char *> result             # <<<<<<<<<<<<<<
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
*/
  __pyx_v_tmpslice->data = ((char *)__pyx_v_result);

  /* "View.MemoryView":1226
 * 
 *     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":1227
 *     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":1228
 *     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":1229
 *     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, ndim, order)
*/
    (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L;
  }

  /* "View.MemoryView":1231
 *         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":1234
 * 
 * 
 *     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":1235
 * 
 *     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);
    if (__pyx_t_2) {

      /* "View.MemoryView":1236
 *     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":1235
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
*/
    }
  }

  /* "View.MemoryView":1238
 *             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);
  if (__pyx_t_2) {

    /* "View.MemoryView":1239
 * 
 *     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":1238
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src[0], order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
*/
    goto __pyx_L9;
  }

  /* "View.MemoryView":1241
 *         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":1243
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
*/
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":1205
 *     return stride
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')             # <<<<<<<<<<<<<<
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,
 *                              __Pyx_memviewslice *tmpslice,
*/

  /* function exit code */
  __pyx_L1_error:;
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  __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename);
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  __Pyx_PyGILState_Release(__pyx_gilstate_save);
  __pyx_L0:;
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}

/* "View.MemoryView":1247
 * 
 * 
 * @cname('__pyx_memoryview_err_extents')             # <<<<<<<<<<<<<<
 * cdef int _err_extents(int i, Py_ssize_t extent1,
 *                              Py_ssize_t extent2) except -1 with gil:
*/

static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent1, Py_ssize_t __pyx_v_extent2) {
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  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
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 * cdef int _err_extents(int i, Py_ssize_t extent1,
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError, f"got differing extents in dimension {i} (got {extent1} and {extent2})"             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err_dim')
*/
  __pyx_t_1 = __Pyx_PyUnicode_From_int(__pyx_v_i, 0, ' ', 'd'); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 1250, __pyx_L1_error)
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    /* "View.MemoryView":1313
 *         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);
    if (__pyx_t_2) {

      /* "View.MemoryView":1314
 *             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":1313
 *         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":1316
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
*/
    if (__pyx_v_direct_copy) {

      /* "View.MemoryView":1318
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
*/
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1319
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=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":1320
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
*/
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1321
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
*/
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1322
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
*/
      __pyx_r = 0;
      goto __pyx_L0;

      /* "View.MemoryView":1316
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
*/
    }

    /* "View.MemoryView":1308
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
*/
  }

  /* "View.MemoryView":1324
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
*/
  __pyx_t_2 = (__pyx_v_order == 'F');
  if (__pyx_t_2) {
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));
  }
  if (__pyx_t_2) {

    /* "View.MemoryView":1327
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
*/
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1327, __pyx_L1_error)

    /* "View.MemoryView":1328
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
*/
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1328, __pyx_L1_error)

    /* "View.MemoryView":1324
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
*/
  }

  /* "View.MemoryView":1330
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
*/
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1331
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 * 
*/
  copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1332
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
*/
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1334
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
*/
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1335
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
*/
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1265
 * 
 * 
 * @cname('__pyx_memoryview_copy_contents')             # <<<<<<<<<<<<<<
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,
 *                                   __Pyx_memviewslice dst,
*/

  /* function exit code */
  __pyx_L1_error:;
  __pyx_gilstate_save = __Pyx_PyGILState_Ensure();
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_PyGILState_Release(__pyx_gilstate_save);
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1337
 *     return 0
 * 
 * @cname('__pyx_memoryview_broadcast_leading')             # <<<<<<<<<<<<<<
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,
 *                             int ndim,
*/

static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
  int __pyx_v_i;
  int __pyx_v_offset;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1342
 *                             int ndim_other) noexcept nogil:
 *     cdef int i
 *     cdef int offset = ndim_other - ndim             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
*/
  __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim);

  /* "View.MemoryView":1344
 *     cdef int offset = ndim_other - ndim
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
*/
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1345
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]             # <<<<<<<<<<<<<<
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
*/
    (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]);

    /* "View.MemoryView":1346
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
*/
    (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]);

    /* "View.MemoryView":1347
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(offset):
*/
    (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);
  }

  /* "View.MemoryView":1349
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
*/
  __pyx_t_1 = __pyx_v_offset;
  __pyx_t_2 = __pyx_t_1;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1350
 * 
 *     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":1351
 *     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":1352
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
*/
    (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L;
  }

  /* "View.MemoryView":1337
 *     return 0
 * 
 * @cname('__pyx_memoryview_broadcast_leading')             # <<<<<<<<<<<<<<
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,
 *                             int ndim,
*/

  /* function exit code */
}

/* "View.MemoryView":1359
 * 
 * 
 * @cname('__pyx_memoryview_refcount_copying')             # <<<<<<<<<<<<<<
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept 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) {

  /* "View.MemoryView":1362
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
*/
  if (__pyx_v_dtype_is_object) {

    /* "View.MemoryView":1363
 * 
 *     if dtype_is_object:
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
*/
    __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc);

    /* "View.MemoryView":1362
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
*/
  }

  /* "View.MemoryView":1359
 * 
 * 
 * @cname('__pyx_memoryview_refcount_copying')             # <<<<<<<<<<<<<<
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:
 * 
*/

  /* function exit code */
}

/* "View.MemoryView":1365
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,
 *                                              Py_ssize_t *strides, int ndim,
*/

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) {
  PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure();

  /* "View.MemoryView":1369
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) noexcept with gil:
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
*/
  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

  /* "View.MemoryView":1365
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,
 *                                              Py_ssize_t *strides, int ndim,
*/

  /* function exit code */
  __Pyx_PyGILState_Release(__pyx_gilstate_save);
}

/* "View.MemoryView":1371
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,
 *                                     Py_ssize_t *strides, int ndim, bint inc) noexcept:
*/

static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_stride;
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;

  /* "View.MemoryView":1375
 *                                     Py_ssize_t *strides, int ndim, bint inc) noexcept:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(shape[0]):
*/
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1377
 *     cdef Py_ssize_t stride = strides[0]
 * 
 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
 *             if inc:
*/
  __pyx_t_1 = (__pyx_v_shape[0]);
  __pyx_t_2 = __pyx_t_1;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1378
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
*/
    __pyx_t_4 = (__pyx_v_ndim == 1);
    if (__pyx_t_4) {

      /* "View.MemoryView":1379
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
*/
      if (__pyx_v_inc) {

        /* "View.MemoryView":1380
 *         if ndim == 1:
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])
*/
        Py_INCREF((((PyObject **)__pyx_v_data)[0]));

        /* "View.MemoryView":1379
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
*/
        goto __pyx_L6;
      }

      /* "View.MemoryView":1382
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)
*/
      /*else*/ {
        Py_DECREF((((PyObject **)__pyx_v_data)[0]));
      }
      __pyx_L6:;

      /* "View.MemoryView":1378
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
*/
      goto __pyx_L5;
    }

    /* "View.MemoryView":1384
 *                 Py_DECREF((<PyObject **> data)[0])
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)             # <<<<<<<<<<<<<<
 * 
 *         data += stride
*/
    /*else*/ {
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc);
    }
    __pyx_L5:;

    /* "View.MemoryView":1386
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)
 * 
 *         data += stride             # <<<<<<<<<<<<<<
 * 
 * 
*/
    __pyx_v_data = (__pyx_v_data + __pyx_v_stride);
  }

  /* "View.MemoryView":1371
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,
 *                                     Py_ssize_t *strides, int ndim, bint inc) noexcept:
*/

  /* function exit code */
}

/* "View.MemoryView":1391
 * 
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')             # <<<<<<<<<<<<<<
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,
 *                               size_t itemsize, void *item,
*/

static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) {

  /* "View.MemoryView":1395
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) noexcept nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)
*/
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1396
 *                               bint dtype_is_object) noexcept nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)             # <<<<<<<<<<<<<<
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)
 * 
*/
  __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item);

  /* "View.MemoryView":1397
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 * 
 * 
*/
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  if (__pyx_t_1) {

    /* "lexeme.pxd":59
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) noexcept nogil:
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):             # <<<<<<<<<<<<<<
 *                 return 1
 *             else:
*/
    __pyx_t_1 = __pyx_f_5spacy_6lexeme_6Lexeme_c_check_flag(__pyx_v_lex, __pyx_v_feat_name);
    if (__pyx_t_1) {

      /* "lexeme.pxd":60
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):
 *                 return 1             # <<<<<<<<<<<<<<
 *             else:
 *                 return 0
*/
      __pyx_r = 1;
      __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 13, 1, __PYX_ERR(4, 60, __pyx_L1_error));
      goto __pyx_L0;

      /* "lexeme.pxd":59
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) noexcept nogil:
 *         if feat_name < (sizeof(flags_t) * 8):
 *             if Lexeme.c_check_flag(lex, feat_name):             # <<<<<<<<<<<<<<
 *                 return 1
 *             else:
*/
    }

    /* "lexeme.pxd":62
 *                 return 1
 *             else:
 *                 return 0             # <<<<<<<<<<<<<<
 *         elif feat_name == ID:
 *             return lex.id
*/
    /*else*/ {
      __pyx_r = 0;
      __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 15, 1, __PYX_ERR(4, 62, __pyx_L1_error));
      goto __pyx_L0;
    }

    /* "lexeme.pxd":58
 *     @staticmethod
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) noexcept nogil:
 *         if feat_name < (sizeof(flags_t) * 8):             # <<<<<<<<<<<<<<
 *             if Lexeme.c_check_flag(lex, feat_name):
 *                 return 1
*/
  }

  /* "lexeme.pxd":63
 *             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);
  if (__pyx_t_1) {

    /* "lexeme.pxd":64
 *                 return 0
 *         elif feat_name == ID:
 *             return lex.id             # <<<<<<<<<<<<<<
 *         elif feat_name == ORTH:
 *             return lex.orth
*/
    __pyx_r = __pyx_v_lex->id;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 20, 1, __PYX_ERR(4, 64, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":63
 *             else:
 *                 return 0
 *         elif feat_name == ID:             # <<<<<<<<<<<<<<
 *             return lex.id
 *         elif feat_name == ORTH:
*/
  }

  /* "lexeme.pxd":65
 *         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);
  if (__pyx_t_1) {

    /* "lexeme.pxd":66
 *             return lex.id
 *         elif feat_name == ORTH:
 *             return lex.orth             # <<<<<<<<<<<<<<
 *         elif feat_name == LOWER:
 *             return lex.lower
*/
    __pyx_r = __pyx_v_lex->orth;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 26, 1, __PYX_ERR(4, 66, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":65
 *         elif feat_name == ID:
 *             return lex.id
 *         elif feat_name == ORTH:             # <<<<<<<<<<<<<<
 *             return lex.orth
 *         elif feat_name == LOWER:
*/
  }

  /* "lexeme.pxd":67
 *         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);
  if (__pyx_t_1) {

    /* "lexeme.pxd":68
 *             return lex.orth
 *         elif feat_name == LOWER:
 *             return lex.lower             # <<<<<<<<<<<<<<
 *         elif feat_name == NORM:
 *             return lex.norm
*/
    __pyx_r = __pyx_v_lex->lower;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 32, 1, __PYX_ERR(4, 68, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":67
 *         elif feat_name == ORTH:
 *             return lex.orth
 *         elif feat_name == LOWER:             # <<<<<<<<<<<<<<
 *             return lex.lower
 *         elif feat_name == NORM:
*/
  }

  /* "lexeme.pxd":69
 *         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);
  if (__pyx_t_1) {

    /* "lexeme.pxd":70
 *             return lex.lower
 *         elif feat_name == NORM:
 *             return lex.norm             # <<<<<<<<<<<<<<
 *         elif feat_name == SHAPE:
 *             return lex.shape
*/
    __pyx_r = __pyx_v_lex->norm;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 38, 1, __PYX_ERR(4, 70, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":69
 *         elif feat_name == LOWER:
 *             return lex.lower
 *         elif feat_name == NORM:             # <<<<<<<<<<<<<<
 *             return lex.norm
 *         elif feat_name == SHAPE:
*/
  }

  /* "lexeme.pxd":71
 *         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);
  if (__pyx_t_1) {

    /* "lexeme.pxd":72
 *             return lex.norm
 *         elif feat_name == SHAPE:
 *             return lex.shape             # <<<<<<<<<<<<<<
 *         elif feat_name == PREFIX:
 *             return lex.prefix
*/
    __pyx_r = __pyx_v_lex->shape;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 44, 1, __PYX_ERR(4, 72, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":71
 *         elif feat_name == NORM:
 *             return lex.norm
 *         elif feat_name == SHAPE:             # <<<<<<<<<<<<<<
 *             return lex.shape
 *         elif feat_name == PREFIX:
*/
  }

  /* "lexeme.pxd":73
 *         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);
  if (__pyx_t_1) {

    /* "lexeme.pxd":74
 *             return lex.shape
 *         elif feat_name == PREFIX:
 *             return lex.prefix             # <<<<<<<<<<<<<<
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
*/
    __pyx_r = __pyx_v_lex->prefix;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 50, 1, __PYX_ERR(4, 74, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":73
 *         elif feat_name == SHAPE:
 *             return lex.shape
 *         elif feat_name == PREFIX:             # <<<<<<<<<<<<<<
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
*/
  }

  /* "lexeme.pxd":75
 *         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);
  if (__pyx_t_1) {

    /* "lexeme.pxd":76
 *             return lex.prefix
 *         elif feat_name == SUFFIX:
 *             return lex.suffix             # <<<<<<<<<<<<<<
 *         elif feat_name == LENGTH:
 *             return lex.length
*/
    __pyx_r = __pyx_v_lex->suffix;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 56, 1, __PYX_ERR(4, 76, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":75
 *         elif feat_name == PREFIX:
 *             return lex.prefix
 *         elif feat_name == SUFFIX:             # <<<<<<<<<<<<<<
 *             return lex.suffix
 *         elif feat_name == LENGTH:
*/
  }

  /* "lexeme.pxd":77
 *         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);
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    /* "lexeme.pxd":78
 *             return lex.suffix
 *         elif feat_name == LENGTH:
 *             return lex.length             # <<<<<<<<<<<<<<
 *         elif feat_name == LANG:
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*/
    __pyx_r = __pyx_v_lex->length;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 62, 1, __PYX_ERR(4, 78, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":77
 *         elif feat_name == SUFFIX:
 *             return lex.suffix
 *         elif feat_name == LENGTH:             # <<<<<<<<<<<<<<
 *             return lex.length
 *         elif feat_name == LANG:
*/
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  /* "lexeme.pxd":79
 *         elif feat_name == LENGTH:
 *             return lex.length
 *         elif feat_name == LANG:             # <<<<<<<<<<<<<<
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*/
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    /* "lexeme.pxd":80
 *             return lex.length
 *         elif feat_name == LANG:
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*/
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    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 68, 1, __PYX_ERR(4, 80, __pyx_L1_error));
    goto __pyx_L0;

    /* "lexeme.pxd":79
 *         elif feat_name == LENGTH:
 *             return lex.length
 *         elif feat_name == LANG:             # <<<<<<<<<<<<<<
 *             return lex.lang
 *         else:
*/
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 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
*/
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  /* "lexeme.pxd":56
 *             lex.lang = value
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline attr_t get_struct_attr(const LexemeC* lex, attr_id_t feat_name) noexcept nogil:
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/* "lexeme.pxd":84
 *             return 0
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
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*/

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) {
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  __Pyx_TraceDeclarationsFunc
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  /* "lexeme.pxd":86
 *     @staticmethod
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) noexcept nogil:
 *         cdef flags_t one = 1             # <<<<<<<<<<<<<<
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*/
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 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) noexcept nogil:
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):             # <<<<<<<<<<<<<<
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 *         else:
*/
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    /* "lexeme.pxd":88
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):
 *             return True             # <<<<<<<<<<<<<<
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*/
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    /* "lexeme.pxd":87
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) noexcept nogil:
 *         cdef flags_t one = 1
 *         if lexeme.flags & (one << flag_id):             # <<<<<<<<<<<<<<
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 *         else:
*/
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  /* "lexeme.pxd":90
 *             return True
 *         else:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
*/
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    goto __pyx_L0;
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  /* "lexeme.pxd":84
 *             return 0
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline bint c_check_flag(const LexemeC* lexeme, attr_id_t flag_id) noexcept nogil:
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/* "lexeme.pxd":92
 *             return False
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) noexcept nogil:
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*/

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 *     @staticmethod
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) noexcept nogil:
 *         cdef flags_t one = 1             # <<<<<<<<<<<<<<
 *         if value:
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*/
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 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) noexcept nogil:
 *         cdef flags_t one = 1
 *         if value:             # <<<<<<<<<<<<<<
 *             lex.flags |= one << flag_id
 *         else:
*/
  if (__pyx_v_value) {

    /* "lexeme.pxd":96
 *         cdef flags_t one = 1
 *         if value:
 *             lex.flags |= one << flag_id             # <<<<<<<<<<<<<<
 *         else:
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*/
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 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) noexcept nogil:
 *         cdef flags_t one = 1
 *         if value:             # <<<<<<<<<<<<<<
 *             lex.flags |= one << flag_id
 *         else:
*/
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 *             return False
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline bint c_set_flag(LexemeC* lex, attr_id_t flag_id, bint value) noexcept nogil:
 *         cdef flags_t one = 1
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/* "token.pxd":22
 *     cdef readonly Doc doc
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 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline Token cinit(Vocab vocab, const TokenC* token, int offset, Doc doc):
 *         if offset < 0 or offset >= doc.length:
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 *     @staticmethod
 *     cdef inline Token cinit(Vocab vocab, const TokenC* token, int offset, Doc doc):
 *         if offset < 0 or offset >= doc.length:             # <<<<<<<<<<<<<<
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 *         cdef Token self = Token.__new__(Token, vocab, doc, offset)
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    /* "token.pxd":60
 *         elif feat_name == ENT_IOB:
 *             return token.ent_iob
 *         elif feat_name == ENT_TYPE:             # <<<<<<<<<<<<<<
 *             return token.ent_type
 *         elif feat_name == ENT_ID:
*/
  }

  /* "token.pxd":62
 *         elif feat_name == ENT_TYPE:
 *             return token.ent_type
 *         elif feat_name == ENT_ID:             # <<<<<<<<<<<<<<
 *             return token.ent_id
 *         elif feat_name == ENT_KB_ID:
*/
  __pyx_t_1 = (__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ENT_ID);
  if (__pyx_t_1) {

    /* "token.pxd":63
 *             return token.ent_type
 *         elif feat_name == ENT_ID:
 *             return token.ent_id             # <<<<<<<<<<<<<<
 *         elif feat_name == ENT_KB_ID:
 *             return token.ent_kb_id
*/
    __pyx_r = __pyx_v_token->ent_id;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 86, 1, __PYX_ERR(5, 63, __pyx_L1_error));
    goto __pyx_L0;

    /* "token.pxd":62
 *         elif feat_name == ENT_TYPE:
 *             return token.ent_type
 *         elif feat_name == ENT_ID:             # <<<<<<<<<<<<<<
 *             return token.ent_id
 *         elif feat_name == ENT_KB_ID:
*/
  }

  /* "token.pxd":64
 *         elif feat_name == ENT_ID:
 *             return token.ent_id
 *         elif feat_name == ENT_KB_ID:             # <<<<<<<<<<<<<<
 *             return token.ent_kb_id
 *         elif feat_name == SENT_START:
*/
  __pyx_t_1 = (__pyx_v_feat_name == __pyx_e_5spacy_5attrs_ENT_KB_ID);
  if (__pyx_t_1) {

    /* "token.pxd":65
 *             return token.ent_id
 *         elif feat_name == ENT_KB_ID:
 *             return token.ent_kb_id             # <<<<<<<<<<<<<<
 *         elif feat_name == SENT_START:
 *             return token.sent_start
*/
    __pyx_r = __pyx_v_token->ent_kb_id;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 92, 1, __PYX_ERR(5, 65, __pyx_L1_error));
    goto __pyx_L0;

    /* "token.pxd":64
 *         elif feat_name == ENT_ID:
 *             return token.ent_id
 *         elif feat_name == ENT_KB_ID:             # <<<<<<<<<<<<<<
 *             return token.ent_kb_id
 *         elif feat_name == SENT_START:
*/
  }

  /* "token.pxd":66
 *         elif feat_name == ENT_KB_ID:
 *             return token.ent_kb_id
 *         elif feat_name == SENT_START:             # <<<<<<<<<<<<<<
 *             return token.sent_start
 *         else:
*/
  __pyx_t_1 = (__pyx_v_feat_name == __pyx_e_5spacy_5attrs_SENT_START);
  if (__pyx_t_1) {

    /* "token.pxd":67
 *             return token.ent_kb_id
 *         elif feat_name == SENT_START:
 *             return token.sent_start             # <<<<<<<<<<<<<<
 *         else:
 *             return Lexeme.get_struct_attr(token.lex, feat_name)
*/
    __pyx_r = __pyx_v_token->sent_start;
    __Pyx_TraceReturnCValue(__pyx_r, __Pyx_PyLong_From_uint64_t, 98, 1, __PYX_ERR(5, 67, __pyx_L1_error));
    goto __pyx_L0;

    /* "token.pxd":66
 *         elif feat_name == ENT_KB_ID:
 *             return token.ent_kb_id
 *         elif feat_name == SENT_START:             # <<<<<<<<<<<<<<
 *             return token.sent_start
 *         else:
*/
  }

  /* "token.pxd":69
 *             return token.sent_start
 *         else:
 *             return Lexeme.get_struct_attr(token.lex, feat_name)             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
*/
  /*else*/ {
    __pyx_r = __pyx_f_5spacy_6lexeme_6Lexeme_get_struct_attr(__pyx_v_token->lex, __pyx_v_feat_name);
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  /* "token.pxd":35
 *     cpdef bint check_flag(self, attr_id_t flag_id) except -1
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline attr_t get_struct_attr(const TokenC* token, attr_id_t feat_name) noexcept nogil:
 *         if feat_name < (sizeof(flags_t) * 8):
*/

  /* function exit code */
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}

/* "token.pxd":71
 *             return Lexeme.get_struct_attr(token.lex, feat_name)
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline attr_t set_struct_attr(TokenC* token, attr_id_t feat_name,
 *                                        attr_t value) noexcept nogil:
*/

static CYTHON_INLINE __pyx_t_5spacy_8typedefs_attr_t __pyx_f_5spacy_6tokens_5token_5Token_set_struct_attr(struct __pyx_t_5spacy_7structs_TokenC *__pyx_v_token, enum __pyx_t_5spacy_5attrs_attr_id_t __pyx_v_feat_name, __pyx_t_5spacy_8typedefs_attr_t __pyx_v_value) {
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  __Pyx_TraceDeclarationsFunc
  int __pyx_lineno = 0;
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  __Pyx_TraceStartFunc("set_struct_attr", __pyx_f[5], 71, 0, 1, 0, __PYX_ERR(5, 71, __pyx_L1_error));

  /* "token.pxd":74
 *     cdef inline attr_t set_struct_attr(TokenC* token, attr_id_t feat_name,
 *                                        attr_t value) noexcept nogil:
 *         if feat_name == LEMMA:             # <<<<<<<<<<<<<<
 *             token.lemma = value
 *         elif feat_name == NORM:
*/
  switch (__pyx_v_feat_name) {
    case __pyx_e_5spacy_5attrs_LEMMA:

    /* "token.pxd":75
 *                                        attr_t value) noexcept nogil:
 *         if feat_name == LEMMA:
 *             token.lemma = value             # <<<<<<<<<<<<<<
 *         elif feat_name == NORM:
 *             token.norm = value
*/
    __pyx_v_token->lemma = __pyx_v_value;

    /* "token.pxd":74
 *     cdef inline attr_t set_struct_attr(TokenC* token, attr_id_t feat_name,
 *                                        attr_t value) noexcept nogil:
 *         if feat_name == LEMMA:             # <<<<<<<<<<<<<<
 *             token.lemma = value
 *         elif feat_name == NORM:
*/
    break;
    case __pyx_e_5spacy_5attrs_NORM:

    /* "token.pxd":77
 *             token.lemma = value
 *         elif feat_name == NORM:
 *             token.norm = value             # <<<<<<<<<<<<<<
 *         elif feat_name == POS:
 *             token.pos = <univ_pos_t>value
*/
    __pyx_v_token->norm = __pyx_v_value;

    /* "token.pxd":76
 *         if feat_name == LEMMA:
 *             token.lemma = value
 *         elif feat_name == NORM:             # <<<<<<<<<<<<<<
 *             token.norm = value
 *         elif feat_name == POS:
*/
    break;
    case __pyx_e_5spacy_5attrs_POS:

    /* "token.pxd":79
 *             token.norm = value
 *         elif feat_name == POS:
 *             token.pos = <univ_pos_t>value             # <<<<<<<<<<<<<<
 *         elif feat_name == TAG:
 *             token.tag = value
*/
    __pyx_v_token->pos = ((enum __pyx_t_5spacy_15parts_of_speech_univ_pos_t)__pyx_v_value);

    /* "token.pxd":78
 *         elif feat_name == NORM:
 *             token.norm = value
 *         elif feat_name == POS:             # <<<<<<<<<<<<<<
 *             token.pos = <univ_pos_t>value
 *         elif feat_name == TAG:
*/
    break;
    case __pyx_e_5spacy_5attrs_TAG:

    /* "token.pxd":81
 *             token.pos = <univ_pos_t>value
 *         elif feat_name == TAG:
 *             token.tag = value             # <<<<<<<<<<<<<<
 *         elif feat_name == MORPH:
 *             token.morph = value
*/
    __pyx_v_token->tag = __pyx_v_value;

    /* "token.pxd":80
 *         elif feat_name == POS:
 *             token.pos = <univ_pos_t>value
 *         elif feat_name == TAG:             # <<<<<<<<<<<<<<
 *             token.tag = value
 *         elif feat_name == MORPH:
*/
    break;
    case __pyx_e_5spacy_5attrs_MORPH:

    /* "token.pxd":83
 *             token.tag = value
 *         elif feat_name == MORPH:
 *             token.morph = value             # <<<<<<<<<<<<<<
 *         elif feat_name == DEP:
 *             token.dep = value
*/
    __pyx_v_token->morph = __pyx_v_value;

    /* "token.pxd":82
 *         elif feat_name == TAG:
 *             token.tag = value
 *         elif feat_name == MORPH:             # <<<<<<<<<<<<<<
 *             token.morph = value
 *         elif feat_name == DEP:
*/
    break;
    case __pyx_e_5spacy_5attrs_DEP:

    /* "token.pxd":85
 *             token.morph = value
 *         elif feat_name == DEP:
 *             token.dep = value             # <<<<<<<<<<<<<<
 *         elif feat_name == HEAD:
 *             token.head = value
*/
    __pyx_v_token->dep = __pyx_v_value;

    /* "token.pxd":84
 *         elif feat_name == MORPH:
 *             token.morph = value
 *         elif feat_name == DEP:             # <<<<<<<<<<<<<<
 *             token.dep = value
 *         elif feat_name == HEAD:
*/
    break;
    case __pyx_e_5spacy_5attrs_HEAD:

    /* "token.pxd":87
 *             token.dep = value
 *         elif feat_name == HEAD:
 *             token.head = value             # <<<<<<<<<<<<<<
 *         elif feat_name == SPACY:
 *             token.spacy = value
*/
    __pyx_v_token->head = __pyx_v_value;

    /* "token.pxd":86
 *         elif feat_name == DEP:
 *             token.dep = value
 *         elif feat_name == HEAD:             # <<<<<<<<<<<<<<
 *             token.head = value
 *         elif feat_name == SPACY:
*/
    break;
    case __pyx_e_5spacy_5attrs_SPACY:

    /* "token.pxd":89
 *             token.head = value
 *         elif feat_name == SPACY:
 *             token.spacy = value             # <<<<<<<<<<<<<<
 *         elif feat_name == ENT_IOB:
 *             token.ent_iob = value
*/
    __pyx_v_token->spacy = __pyx_v_value;

    /* "token.pxd":88
 *         elif feat_name == HEAD:
 *             token.head = value
 *         elif feat_name == SPACY:             # <<<<<<<<<<<<<<
 *             token.spacy = value
 *         elif feat_name == ENT_IOB:
*/
    break;
    case __pyx_e_5spacy_5attrs_ENT_IOB:

    /* "token.pxd":91
 *             token.spacy = value
 *         elif feat_name == ENT_IOB:
 *             token.ent_iob = value             # <<<<<<<<<<<<<<
 *         elif feat_name == ENT_TYPE:
 *             token.ent_type = value
*/
    __pyx_v_token->ent_iob = __pyx_v_value;

    /* "token.pxd":90
 *         elif feat_name == SPACY:
 *             token.spacy = value
 *         elif feat_name == ENT_IOB:             # <<<<<<<<<<<<<<
 *             token.ent_iob = value
 *         elif feat_name == ENT_TYPE:
*/
    break;
    case __pyx_e_5spacy_5attrs_ENT_TYPE:

    /* "token.pxd":93
 *             token.ent_iob = value
 *         elif feat_name == ENT_TYPE:
 *             token.ent_type = value             # <<<<<<<<<<<<<<
 *         elif feat_name == ENT_ID:
 *             token.ent_id = value
*/
    __pyx_v_token->ent_type = __pyx_v_value;

    /* "token.pxd":92
 *         elif feat_name == ENT_IOB:
 *             token.ent_iob = value
 *         elif feat_name == ENT_TYPE:             # <<<<<<<<<<<<<<
 *             token.ent_type = value
 *         elif feat_name == ENT_ID:
*/
    break;
    case __pyx_e_5spacy_5attrs_ENT_ID:

    /* "token.pxd":95
 *             token.ent_type = value
 *         elif feat_name == ENT_ID:
 *             token.ent_id = value             # <<<<<<<<<<<<<<
 *         elif feat_name == ENT_KB_ID:
 *             token.ent_kb_id = value
*/
    __pyx_v_token->ent_id = __pyx_v_value;

    /* "token.pxd":94
 *         elif feat_name == ENT_TYPE:
 *             token.ent_type = value
 *         elif feat_name == ENT_ID:             # <<<<<<<<<<<<<<
 *             token.ent_id = value
 *         elif feat_name == ENT_KB_ID:
*/
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    /* "token.pxd":97
 *             token.ent_id = value
 *         elif feat_name == ENT_KB_ID:
 *             token.ent_kb_id = value             # <<<<<<<<<<<<<<
 *         elif feat_name == SENT_START:
 *             token.sent_start = value
*/
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    /* "token.pxd":96
 *         elif feat_name == ENT_ID:
 *             token.ent_id = value
 *         elif feat_name == ENT_KB_ID:             # <<<<<<<<<<<<<<
 *             token.ent_kb_id = value
 *         elif feat_name == SENT_START:
*/
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    /* "token.pxd":99
 *             token.ent_kb_id = value
 *         elif feat_name == SENT_START:
 *             token.sent_start = value             # <<<<<<<<<<<<<<
 * 
 *     @staticmethod
*/
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    /* "token.pxd":98
 *         elif feat_name == ENT_KB_ID:
 *             token.ent_kb_id = value
 *         elif feat_name == SENT_START:             # <<<<<<<<<<<<<<
 *             token.sent_start = value
 * 
*/
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  /* "token.pxd":71
 *             return Lexeme.get_struct_attr(token.lex, feat_name)
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline attr_t set_struct_attr(TokenC* token, attr_id_t feat_name,
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/* "token.pxd":101
 *             token.sent_start = value
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline int missing_dep(const TokenC* token) noexcept nogil:
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 *             token.sent_start = value
 * 
 *     @staticmethod             # <<<<<<<<<<<<<<
 *     cdef inline int missing_dep(const TokenC* token) noexcept nogil:
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/* "token.pxd":105
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 *     @staticmethod             # <<<<<<<<<<<<<<
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*/
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*/
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 * 
 * cdef int _set_lr_kids_and_edges(TokenC* tokens, int start, int end, int loop_count) except -1:             # <<<<<<<<<<<<<<
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  if (p->_vector_norm) {
    e = (*v)(p->_vector_norm, a); if (e) return e;
  }
  if (p->tensor) {
    e = (*v)(p->tensor, a); if (e) return e;
  }
  if (p->cats) {
    e = (*v)(p->cats, a); if (e) return e;
  }
  if (p->user_data) {
    e = (*v)(p->user_data, a); if (e) return e;
  }
  if (p->spans) {
    e = (*v)(p->spans, a); if (e) return e;
  }
  if (p->user_hooks) {
    e = (*v)(p->user_hooks, a); if (e) return e;
  }
  if (p->user_token_hooks) {
    e = (*v)(p->user_token_hooks, a); if (e) return e;
  }
  if (p->user_span_hooks) {
    e = (*v)(p->user_span_hooks, a); if (e) return e;
  }
  if (p->_context) {
    e = (*v)(p->_context, a); if (e) return e;
  }
  if (p->noun_chunks_iterator) {
    e = (*v)(p->noun_chunks_iterator, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5spacy_6tokens_3doc_Doc(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5spacy_6tokens_3doc_Doc *p = (struct __pyx_obj_5spacy_6tokens_3doc_Doc *)o;
  tmp = ((PyObject*)p->mem);
  p->mem = ((struct __pyx_obj_5cymem_5cymem_Pool *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->vocab);
  p->vocab = ((struct __pyx_obj_5spacy_5vocab_Vocab *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_vector);
  p->_vector = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_vector_norm);
  p->_vector_norm = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->tensor);
  p->tensor = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->cats);
  p->cats = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->user_data);
  p->user_data = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->spans);
  p->spans = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->user_hooks);
  p->user_hooks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->user_token_hooks);
  p->user_token_hooks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->user_span_hooks);
  p->user_span_hooks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_context);
  p->_context = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->noun_chunks_iterator);
  p->noun_chunks_iterator = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_sq_item_5spacy_6tokens_3doc_Doc(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyLong_FromSsize_t(i); if(!x) return 0;
  #if CYTHON_USE_TYPE_SLOTS || (!CYTHON_USE_TYPE_SPECS && __PYX_LIMITED_VERSION_HEX < 0x030A0000)
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  #else
  r = ((binaryfunc)PyType_GetSlot(Py_TYPE(o), Py_mp_subscript))(o, x);
  #endif
  Py_DECREF(x);
  return r;
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc__(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_1__1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_is_tagged(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_9is_tagged_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_is_parsed(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_9is_parsed_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_is_nered(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_8is_nered_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_is_sentenced(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_12is_sentenced_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_doc(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_3doc_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_has_vector(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_10has_vector_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_vector(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_6vector_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_vector(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_6vector_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_vector_norm(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_11vector_norm_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_vector_norm(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_11vector_norm_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_text(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_4text_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_text_with_ws(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_12text_with_ws_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_ents(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_4ents_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_ents(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_4ents_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_noun_chunks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_11noun_chunks_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_sents(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_5sents_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_lang(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_4lang_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_lang_(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_5lang__1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_mem(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_3mem_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_vocab(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_5vocab_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc__vector(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_7_vector_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc__vector(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_7_vector_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_7_vector_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc__vector_norm(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_12_vector_norm_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc__vector_norm(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_12_vector_norm_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_12_vector_norm_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_tensor(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_6tensor_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_tensor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_6tensor_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_6tensor_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_cats(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_4cats_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_cats(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_4cats_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_4cats_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_user_data(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_9user_data_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_9user_data_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_9user_data_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_spans(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_5spans_1__get__(o);
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_sentiment(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_9sentiment_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_sentiment(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_9sentiment_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_user_hooks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_10user_hooks_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_hooks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_10user_hooks_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_10user_hooks_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_user_token_hooks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_16user_token_hooks_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_token_hooks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_16user_token_hooks_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_16user_token_hooks_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_user_span_hooks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_15user_span_hooks_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_span_hooks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_15user_span_hooks_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_15user_span_hooks_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_has_unknown_spaces(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_18has_unknown_spaces_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_has_unknown_spaces(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_18has_unknown_spaces_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc__context(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_8_context_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc__context(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_8_context_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_8_context_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5spacy_6tokens_3doc_3Doc_noun_chunks_iterator(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5spacy_6tokens_3doc_3Doc_20noun_chunks_iterator_1__get__(o);
}

static int __pyx_setprop_5spacy_6tokens_3doc_3Doc_noun_chunks_iterator(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_20noun_chunks_iterator_3__set__(o, v);
  }
  else {
    return __pyx_pw_5spacy_6tokens_3doc_3Doc_20noun_chunks_iterator_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5spacy_6tokens_3doc_Doc[] = {
  {"set_extension", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_1set_extension, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_set_extension},
  {"get_extension", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_3get_extension, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_2get_extension},
  {"has_extension", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_5has_extension, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_4has_extension},
  {"remove_extension", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_7remove_extension, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_6remove_extension},
  {"has_annotation", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_11has_annotation, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_10has_annotation},
  {"__unicode__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_20__unicode__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_19__unicode__},
  {"__bytes__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_22__bytes__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_21__bytes__},
  {"char_span", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_28char_span, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_27char_span},
  {"similarity", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_30similarity, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_29similarity},
  {"set_ents", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_32set_ents, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_31set_ents},
  {"count_by", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_36count_by, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_35count_by},
  {"_realloc", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_38_realloc, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_37_realloc},
  {"from_array", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_40from_array, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_39from_array},
  {"from_docs", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_42from_docs, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_41from_docs},
  {"get_lca_matrix", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_44get_lca_matrix, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_43get_lca_matrix},
  {"copy", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_46copy, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_45copy},
  {"to_disk", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_48to_disk, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_47to_disk},
  {"from_disk", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_50from_disk, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_49from_disk},
  {"to_bytes", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_52to_bytes, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_51to_bytes},
  {"from_bytes", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_54from_bytes, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_53from_bytes},
  {"to_dict", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_56to_dict, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_55to_dict},
  {"from_dict", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_58from_dict, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_57from_dict},
  {"extend_tensor", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_60extend_tensor, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_59extend_tensor},
  {"retokenize", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_62retokenize, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_61retokenize},
  {"_bulk_merge", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_64_bulk_merge, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_63_bulk_merge},
  {"from_json", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_66from_json, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_65from_json},
  {"to_json", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_68to_json, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_67to_json},
  {"to_utf8_array", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_70to_utf8_array, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_69to_utf8_array},
  {"_get_array_attrs", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_72_get_array_attrs, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_71_get_array_attrs},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_74__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_73__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_5spacy_6tokens_3doc_3Doc_76__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_5spacy_6tokens_3doc_3Doc_75__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5spacy_6tokens_3doc_Doc[] = {
  {"_", __pyx_getprop_5spacy_6tokens_3doc_3Doc__, 0, PyDoc_STR("Custom extension attributes registered via `set_extension`."), 0},
  {"is_tagged", __pyx_getprop_5spacy_6tokens_3doc_3Doc_is_tagged, 0, 0, 0},
  {"is_parsed", __pyx_getprop_5spacy_6tokens_3doc_3Doc_is_parsed, 0, 0, 0},
  {"is_nered", __pyx_getprop_5spacy_6tokens_3doc_3Doc_is_nered, 0, 0, 0},
  {"is_sentenced", __pyx_getprop_5spacy_6tokens_3doc_3Doc_is_sentenced, 0, 0, 0},
  {"doc", __pyx_getprop_5spacy_6tokens_3doc_3Doc_doc, 0, 0, 0},
  {"has_vector", __pyx_getprop_5spacy_6tokens_3doc_3Doc_has_vector, 0, PyDoc_STR("A boolean value indicating whether a word vector is associated with\n        the object.\n\n        RETURNS (bool): Whether a word vector is associated with the object.\n\n        DOCS: https://spacy.io/api/doc#has_vector\n        "), 0},
  {"vector", __pyx_getprop_5spacy_6tokens_3doc_3Doc_vector, __pyx_setprop_5spacy_6tokens_3doc_3Doc_vector, PyDoc_STR("A real-valued meaning representation. Defaults to an average of the\n        token vectors.\n\n        RETURNS (numpy.ndarray[ndim=1, dtype='float32']): A 1D numpy array\n            representing the document's semantics.\n\n        DOCS: https://spacy.io/api/doc#vector\n        "), 0},
  {"vector_norm", __pyx_getprop_5spacy_6tokens_3doc_3Doc_vector_norm, __pyx_setprop_5spacy_6tokens_3doc_3Doc_vector_norm, PyDoc_STR("The L2 norm of the document's vector representation.\n\n        RETURNS (float): The L2 norm of the vector representation.\n\n        DOCS: https://spacy.io/api/doc#vector_norm\n        "), 0},
  {"text", __pyx_getprop_5spacy_6tokens_3doc_3Doc_text, 0, PyDoc_STR("A unicode representation of the document text.\n\n        RETURNS (str): The original verbatim text of the document.\n        "), 0},
  {"text_with_ws", __pyx_getprop_5spacy_6tokens_3doc_3Doc_text_with_ws, 0, PyDoc_STR("An alias of `Doc.text`, provided for duck-type compatibility with\n        `Span` and `Token`.\n\n        RETURNS (str): The original verbatim text of the document.\n        "), 0},
  {"ents", __pyx_getprop_5spacy_6tokens_3doc_3Doc_ents, __pyx_setprop_5spacy_6tokens_3doc_3Doc_ents, PyDoc_STR("The named entities in the document. Returns a tuple of named entity\n        `Span` objects, if the entity recognizer has been applied.\n\n        RETURNS (tuple): Entities in the document, one `Span` per entity.\n\n        DOCS: https://spacy.io/api/doc#ents\n        "), 0},
  {"noun_chunks", __pyx_getprop_5spacy_6tokens_3doc_3Doc_noun_chunks, 0, PyDoc_STR("Iterate over the base noun phrases in the document. Yields base\n        noun-phrase #[code Span] objects, if the language has a noun chunk iterator.\n        Raises a NotImplementedError otherwise.\n\n        A base noun phrase, or \"NP chunk\", is a noun\n        phrase that does not permit other NPs to be nested within it \342\200\223 so no\n        NP-level coordination, no prepositional phrases, and no relative\n        clauses.\n\n        YIELDS (Span): Noun chunks in the document.\n\n        DOCS: https://spacy.io/api/doc#noun_chunks\n        "), 0},
  {"sents", __pyx_getprop_5spacy_6tokens_3doc_3Doc_sents, 0, PyDoc_STR("Iterate over the sentences in the document. Yields sentence `Span`\n        objects. Sentence spans have no label.\n\n        YIELDS (Span): Sentences in the document.\n\n        DOCS: https://spacy.io/api/doc#sents\n        "), 0},
  {"lang", __pyx_getprop_5spacy_6tokens_3doc_3Doc_lang, 0, PyDoc_STR("RETURNS (uint64): ID of the language of the doc's vocabulary."), 0},
  {"lang_", __pyx_getprop_5spacy_6tokens_3doc_3Doc_lang_, 0, PyDoc_STR("RETURNS (str): Language of the doc's vocabulary, e.g. 'en'."), 0},
  {"mem", __pyx_getprop_5spacy_6tokens_3doc_3Doc_mem, 0, 0, 0},
  {"vocab", __pyx_getprop_5spacy_6tokens_3doc_3Doc_vocab, 0, 0, 0},
  {"_vector", __pyx_getprop_5spacy_6tokens_3doc_3Doc__vector, __pyx_setprop_5spacy_6tokens_3doc_3Doc__vector, PyDoc_STR("_vector: object"), 0},
  {"_vector_norm", __pyx_getprop_5spacy_6tokens_3doc_3Doc__vector_norm, __pyx_setprop_5spacy_6tokens_3doc_3Doc__vector_norm, PyDoc_STR("_vector_norm: object"), 0},
  {"tensor", __pyx_getprop_5spacy_6tokens_3doc_3Doc_tensor, __pyx_setprop_5spacy_6tokens_3doc_3Doc_tensor, PyDoc_STR("tensor: object"), 0},
  {"cats", __pyx_getprop_5spacy_6tokens_3doc_3Doc_cats, __pyx_setprop_5spacy_6tokens_3doc_3Doc_cats, PyDoc_STR("cats: object"), 0},
  {"user_data", __pyx_getprop_5spacy_6tokens_3doc_3Doc_user_data, __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_data, PyDoc_STR("user_data: object"), 0},
  {"spans", __pyx_getprop_5spacy_6tokens_3doc_3Doc_spans, 0, 0, 0},
  {"sentiment", __pyx_getprop_5spacy_6tokens_3doc_3Doc_sentiment, __pyx_setprop_5spacy_6tokens_3doc_3Doc_sentiment, PyDoc_STR("sentiment: 'float'"), 0},
  {"user_hooks", __pyx_getprop_5spacy_6tokens_3doc_3Doc_user_hooks, __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_hooks, PyDoc_STR("user_hooks: dict"), 0},
  {"user_token_hooks", __pyx_getprop_5spacy_6tokens_3doc_3Doc_user_token_hooks, __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_token_hooks, PyDoc_STR("user_token_hooks: dict"), 0},
  {"user_span_hooks", __pyx_getprop_5spacy_6tokens_3doc_3Doc_user_span_hooks, __pyx_setprop_5spacy_6tokens_3doc_3Doc_user_span_hooks, PyDoc_STR("user_span_hooks: dict"), 0},
  {"has_unknown_spaces", __pyx_getprop_5spacy_6tokens_3doc_3Doc_has_unknown_spaces, __pyx_setprop_5spacy_6tokens_3doc_3Doc_has_unknown_spaces, PyDoc_STR("has_unknown_spaces: 'bool'"), 0},
  {"_context", __pyx_getprop_5spacy_6tokens_3doc_3Doc__context, __pyx_setprop_5spacy_6tokens_3doc_3Doc__context, PyDoc_STR("_context: object"), 0},
  {"noun_chunks_iterator", __pyx_getprop_5spacy_6tokens_3doc_3Doc_noun_chunks_iterator, __pyx_setprop_5spacy_6tokens_3doc_3Doc_noun_chunks_iterator, PyDoc_STR("noun_chunks_iterator: object"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyMemberDef __pyx_type_5spacy_6tokens_3doc_Doc_members[] = {
  #if !CYTHON_USE_TYPE_SLOTS
  {"__weaklistoffset__", T_PYSSIZET, offsetof(struct __pyx_obj_5spacy_6tokens_3doc_Doc, __weakref__), READONLY, 0},
  #endif
  {0, 0, 0, 0, 0}
};
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x03090000
#if defined(__GNUC__) || defined(__clang__)
#warning "spacy\tokens\doc.pxd:66:16: : __weakref__ is unsupported in the Limited API when running on Python <3.9."
#elif defined(_MSC_VER)
#pragma message("spacy\tokens\doc.pxd:66:16: : __weakref__ is unsupported in the Limited API when running on Python <3.9.")
#endif
#endif
static PyType_Slot __pyx_type_5spacy_6tokens_3doc_Doc_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_5spacy_6tokens_3doc_Doc},
  {Py_tp_repr, (void *)__pyx_pw_5spacy_6tokens_3doc_3Doc_26__repr__},
  {Py_sq_length, (void *)__pyx_pw_5spacy_6tokens_3doc_3Doc_18__len__},
  {Py_sq_item, (void *)__pyx_sq_item_5spacy_6tokens_3doc_Doc},
  {Py_mp_length, (void *)__pyx_pw_5spacy_6tokens_3doc_3Doc_18__len__},
  {Py_mp_subscript, (void *)__pyx_pw_5spacy_6tokens_3doc_3Doc_13__getitem__},
  {Py_tp_str, (void *)__pyx_pw_5spacy_6tokens_3doc_3Doc_24__str__},
  {Py_tp_doc, (void *)PyDoc_STR("Doc(Vocab vocab, words=None, spaces=None, user_data=None, *, tags=None, pos=None, morphs=None, lemmas=None, heads=None, deps=None, sent_starts=None, ents=None)\n\nA sequence of Token objects. Access sentences and named entities, export\nannotations to numpy arrays, losslessly serialize to compressed binary\nstrings. The `Doc` object holds an array of `TokenC` structs. The\nPython-level `Token` and `Span` objects are views of this array, i.e.\nthey don't own the data themselves.\n\nEXAMPLE:\n    Construction 1\n    >>> doc = nlp(u'Some text')\n\n    Construction 2\n    >>> from spacy.tokens import Doc\n    >>> doc = Doc(nlp.vocab, words=[\"hello\", \"world\", \"!\"], spaces=[True, False, False])\n\nDOCS: https://spacy.io/api/doc")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_5spacy_6tokens_3doc_Doc},
  {Py_tp_clear, (void *)__pyx_tp_clear_5spacy_6tokens_3doc_Doc},
  {Py_tp_iter, (void *)__pyx_pw_5spacy_6tokens_3doc_3Doc_15__iter__},
  {Py_tp_methods, (void *)__pyx_methods_5spacy_6tokens_3doc_Doc},
  {Py_tp_getset, (void *)__pyx_getsets_5spacy_6tokens_3doc_Doc},
  {Py_tp_init, (void *)__pyx_pw_5spacy_6tokens_3doc_3Doc_9__init__},
  {Py_tp_new, (void *)__pyx_tp_new_5spacy_6tokens_3doc_Doc},
  {Py_tp_members, (void*)__pyx_type_5spacy_6tokens_3doc_Doc_members},
  {0, 0},
};
static PyType_Spec __pyx_type_5spacy_6tokens_3doc_Doc_spec = {
  "spacy.tokens.doc.Doc",
  sizeof(struct __pyx_obj_5spacy_6tokens_3doc_Doc),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,
  __pyx_type_5spacy_6tokens_3doc_Doc_slots,
};
#else

static PySequenceMethods __pyx_tp_as_sequence_Doc = {
  __pyx_pw_5spacy_6tokens_3doc_3Doc_18__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5spacy_6tokens_3doc_Doc, /*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_Doc = {
  __pyx_pw_5spacy_6tokens_3doc_3Doc_18__len__, /*mp_length*/
  __pyx_pw_5spacy_6tokens_3doc_3Doc_13__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5spacy_6tokens_3doc_Doc = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokens.doc.""Doc", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_6tokens_3doc_Doc), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_6tokens_3doc_Doc, /*tp_dealloc*/
  0, /*tp_vectorcall_offset*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_pw_5spacy_6tokens_3doc_3Doc_26__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_Doc, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_Doc, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_pw_5spacy_6tokens_3doc_3Doc_24__str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  PyDoc_STR("Doc(Vocab vocab, words=None, spaces=None, user_data=None, *, tags=None, pos=None, morphs=None, lemmas=None, heads=None, deps=None, sent_starts=None, ents=None)\n\nA sequence of Token objects. Access sentences and named entities, export\nannotations to numpy arrays, losslessly serialize to compressed binary\nstrings. The `Doc` object holds an array of `TokenC` structs. The\nPython-level `Token` and `Span` objects are views of this array, i.e.\nthey don't own the data themselves.\n\nEXAMPLE:\n    Construction 1\n    >>> doc = nlp(u'Some text')\n\n    Construction 2\n    >>> from spacy.tokens import Doc\n    >>> doc = Doc(nlp.vocab, words=[\"hello\", \"world\", \"!\"], spaces=[True, False, False])\n\nDOCS: https://spacy.io/api/doc"), /*tp_doc*/
  __pyx_tp_traverse_5spacy_6tokens_3doc_Doc, /*tp_traverse*/
  __pyx_tp_clear_5spacy_6tokens_3doc_Doc, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_5spacy_6tokens_3doc_3Doc_15__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5spacy_6tokens_3doc_Doc, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5spacy_6tokens_3doc_Doc, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  __pyx_pw_5spacy_6tokens_3doc_3Doc_9__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_6tokens_3doc_Doc, /*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 CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if PY_VERSION_HEX >= 0x030d00A4
  0, /*tp_versions_used*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#endif

static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  #if CYTHON_USE_FREELISTS
  if (likely((int)(__pyx_mstate_global->__pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation > 0) & __PYX_CHECK_FINAL_TYPE_FOR_FREELISTS(t, __pyx_mstate_global->__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation, sizeof(struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation))))
  {
    o = (PyObject*)__pyx_mstate_global->__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation[--__pyx_mstate_global->__pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation];
    #if CYTHON_USE_TYPE_SPECS
    Py_DECREF(Py_TYPE(o));
    #endif
    memset(o, 0, sizeof(struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation));
    #if CYTHON_COMPILING_IN_LIMITED_API
    (void) PyObject_Init(o, t);
    #else
    (void) PyObject_INIT(o, t);
    #endif
    PyObject_GC_Track(o);
  } else
  #endif
  {
    o = __Pyx_AllocateExtensionType(t, 1);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation(PyObject *o) {
  struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *p = (struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_attr);
  Py_CLEAR(p->__pyx_v_self);
  #if CYTHON_USE_FREELISTS
  if (likely((int)(__pyx_mstate_global->__pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation < 8) & __PYX_CHECK_FINAL_TYPE_FOR_FREELISTS(Py_TYPE(o), __pyx_mstate_global->__pyx_ptype_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation, sizeof(struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation))))
  {
    __pyx_mstate_global->__pyx_freelist_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation[__pyx_mstate_global->__pyx_freecount_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation++] = ((struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *)o);
  } else
  #endif
  {
    PyTypeObject *tp = Py_TYPE(o);
    #if CYTHON_USE_TYPE_SLOTS
    (*tp->tp_free)(o);
    #else
    {
      freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free);
      if (tp_free) tp_free(o);
    }
    #endif
    #if CYTHON_USE_TYPE_SPECS
    Py_DECREF(tp);
    #endif
  }
}

static int __pyx_tp_traverse_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *p = (struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct__has_annotation *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->__pyx_v_attr) {
    e = (*v)(p->__pyx_v_attr, 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_6tokens_3doc___pyx_scope_struct__has_annotation(PyObject *o) {
  PyObject* tmp;
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};
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static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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}

static void __pyx_tp_dealloc_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr(PyObject *o) {
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}

static int __pyx_tp_traverse_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr(PyObject *o, visitproc v, void *a) {
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}
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  {Py_tp_new, (void *)__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr},
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};
static PyType_Spec __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr_spec = {
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};
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  __pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_6_genexpr, /*tp_new*/
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static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_7___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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    Py_DECREF(Py_TYPE(o));
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static void __pyx_tp_dealloc_5spacy_6tokens_3doc___pyx_scope_struct_7___get__(PyObject *o) {
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static int __pyx_tp_traverse_5spacy_6tokens_3doc___pyx_scope_struct_7___get__(PyObject *o, visitproc v, void *a) {
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#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_7___get___slots[] = {
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static PyType_Spec __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_7___get___spec = {
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static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_8___get__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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static void __pyx_tp_dealloc_5spacy_6tokens_3doc___pyx_scope_struct_8___get__(PyObject *o) {
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static int __pyx_tp_traverse_5spacy_6tokens_3doc___pyx_scope_struct_8___get__(PyObject *o, visitproc v, void *a) {
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}
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_8___get___slots[] = {
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};
static PyType_Spec __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_8___get___spec = {
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static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_9_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_10_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_13_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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static PyObject *__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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static PyType_Slot __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr_slots[] = {
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  {Py_tp_traverse, (void *)__pyx_tp_traverse_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr},
  {Py_tp_new, (void *)__pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr},
  {0, 0},
};
static PyType_Spec __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr_spec = {
  "spacy.tokens.doc.__pyx_scope_struct_16_genexpr",
  sizeof(struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC,
  __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr_slots,
};
#else

static PyTypeObject __pyx_type_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokens.doc.""__pyx_scope_struct_16_genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr, /*tp_dealloc*/
  0, /*tp_vectorcall_offset*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5spacy_6tokens_3doc___pyx_scope_struct_16_genexpr, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if PY_VERSION_HEX >= 0x030d00A4
  0, /*tp_versions_used*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#endif
static struct __pyx_vtabstruct_array __pyx_vtable_array;

static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_array_obj *p;
  PyObject *o;
  o = __Pyx_AllocateExtensionType(t, 0);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_array_obj *)o);
  p->__pyx_vtab = __pyx_vtabptr_array;
  p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None);
  if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) goto bad;
  return o;
  bad:
  Py_DECREF(o); o = 0;
  return NULL;
}

static void __pyx_tp_dealloc_array(PyObject *o) {
  struct __pyx_array_obj *p = (struct __pyx_array_obj *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && (!PyType_IS_GC(Py_TYPE(o)) || !__Pyx_PyObject_GC_IsFinalized(o))) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_array) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_array___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->mode);
  Py_CLEAR(p->_format);
  PyTypeObject *tp = Py_TYPE(o);
  #if CYTHON_USE_TYPE_SLOTS
  (*tp->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
  #if CYTHON_USE_TYPE_SPECS
  Py_DECREF(tp);
  #endif
}

static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyLong_FromSsize_t(i); if(!x) return 0;
  #if CYTHON_USE_TYPE_SLOTS || (!CYTHON_USE_TYPE_SPECS && __PYX_LIMITED_VERSION_HEX < 0x030A0000)
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  #else
  r = ((binaryfunc)PyType_GetSlot(Py_TYPE(o), Py_mp_subscript))(o, x);
  #endif
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_array___setitem__(o, i, v);
  }
  else {
    __Pyx_TypeName o_type_name;
    o_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(o));
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name);
    __Pyx_DECREF_TypeName(o_type_name);
    return -1;
  }
}

static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {
  PyObject *v = PyObject_GenericGetAttr(o, n);
  if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {
    PyErr_Clear();
    v = __pyx_array___getattr__(o, n);
  }
  return v;
}

static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o);
}

static PyMethodDef __pyx_methods_array[] = {
  {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_array_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_array_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_array[] = {
  {"memview", __pyx_getprop___pyx_array_memview, 0, 0, 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
#if !CYTHON_COMPILING_IN_LIMITED_API

static PyBufferProcs __pyx_tp_as_buffer_array = {
  __pyx_array_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};
#endif
static PyType_Slot __pyx_type___pyx_array_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_array},
  {Py_sq_length, (void *)__pyx_array___len__},
  {Py_sq_item, (void *)__pyx_sq_item_array},
  {Py_mp_length, (void *)__pyx_array___len__},
  {Py_mp_subscript, (void *)__pyx_array___getitem__},
  {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_array},
  {Py_tp_getattro, (void *)__pyx_tp_getattro_array},
  #if defined(Py_bf_getbuffer)
  {Py_bf_getbuffer, (void *)__pyx_array_getbuffer},
  #endif
  {Py_tp_methods, (void *)__pyx_methods_array},
  {Py_tp_getset, (void *)__pyx_getsets_array},
  {Py_tp_new, (void *)__pyx_tp_new_array},
  {0, 0},
};
static PyType_Spec __pyx_type___pyx_array_spec = {
  "spacy.tokens.doc.array",
  sizeof(struct __pyx_array_obj),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_SEQUENCE,
  __pyx_type___pyx_array_slots,
};
#else

static PySequenceMethods __pyx_tp_as_sequence_array = {
  __pyx_array___len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_array, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_array = {
  __pyx_array___len__, /*mp_length*/
  __pyx_array___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_array = {
  __pyx_array_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_array = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokens.doc.""array", /*tp_name*/
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_array, /*tp_dealloc*/
  0, /*tp_vectorcall_offset*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  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|Py_TPFLAGS_SEQUENCE, /*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*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  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 CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if PY_VERSION_HEX >= 0x030d00A4
  0, /*tp_versions_used*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#endif

static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_MemviewEnum_obj *p;
  PyObject *o;
  o = __Pyx_AllocateExtensionType(t, 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(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_Enum) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->name);
  PyTypeObject *tp = Py_TYPE(o);
  #if CYTHON_USE_TYPE_SLOTS
  (*tp->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
  #if CYTHON_USE_TYPE_SPECS
  Py_DECREF(tp);
  #endif
}

static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  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)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type___pyx_MemviewEnum_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_Enum},
  {Py_tp_repr, (void *)__pyx_MemviewEnum___repr__},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_Enum},
  {Py_tp_clear, (void *)__pyx_tp_clear_Enum},
  {Py_tp_methods, (void *)__pyx_methods_Enum},
  {Py_tp_init, (void *)__pyx_MemviewEnum___init__},
  {Py_tp_new, (void *)__pyx_tp_new_Enum},
  {0, 0},
};
static PyType_Spec __pyx_type___pyx_MemviewEnum_spec = {
  "spacy.tokens.doc.Enum",
  sizeof(struct __pyx_MemviewEnum_obj),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,
  __pyx_type___pyx_MemviewEnum_slots,
};
#else

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "spacy.tokens.doc.""Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  0, /*tp_vectorcall_offset*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __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*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  __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 CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if PY_VERSION_HEX >= 0x030d00A4
  0, /*tp_versions_used*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#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;
  o = __Pyx_AllocateExtensionType(t, 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->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(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_memoryview) {
      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);
  PyTypeObject *tp = Py_TYPE(o);
  #if CYTHON_USE_TYPE_SLOTS
  (*tp->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
  #if CYTHON_USE_TYPE_SPECS
  Py_DECREF(tp);
  #endif
}

static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  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->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);
  Py_CLEAR(p->view.obj);
  return 0;
}

static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyLong_FromSsize_t(i); if(!x) return 0;
  #if CYTHON_USE_TYPE_SLOTS || (!CYTHON_USE_TYPE_SPECS && __PYX_LIMITED_VERSION_HEX < 0x030A0000)
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  r = ((binaryfunc)PyType_GetSlot(Py_TYPE(o), Py_mp_subscript))(o, x);
  #endif
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}

static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {
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}

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}

static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {
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}

static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {
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}

static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {
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}

static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {
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}

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}

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}

static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {
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}

static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {
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}

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  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

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  {"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0},
  {"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0},
  {"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0},
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#if !CYTHON_COMPILING_IN_LIMITED_API

static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
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};
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};
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};
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  0, /*sq_inplace_repeat*/
};

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  0, /*tp_getattr*/
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  0, /*tp_setattro*/
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  0, /*tp_doc*/
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  0, /*tp_richcompare*/
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  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_memoryview, /*tp_methods*/
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  0, /*tp_dictoffset*/
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  __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*/
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  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
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  #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
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  0, /*tp_versions_used*/
  #endif
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  0, /*tp_pypy_flags*/
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};
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static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {
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static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {
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static int __pyx_tp_clear__memoryviewslice(PyObject *o) {
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  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
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(struct __pyx_obj_5spacy_6tokens_3doc_Doc *, int, int)\000__pyx_t_5spacy_8typedefs_attr_t (struct __pyx_t_5spacy_7structs_TokenC const *, enum __pyx_t_5spacy_5attrs_attr_id_t)\000\000int (struct __pyx_t_5spacy_7structs_TokenC *, int, int)\000int (struct __pyx_t_5spacy_7structs_TokenC *, int, int, int)\000int (struct __pyx_t_5spacy_7structs_TokenC const *, int, int)\000\000_get_lca_matrix\000get_token_attr\000get_token_attr_for_matcher\000set_children_from_heads\000_set_lr_kids_and_edges\000token_by_end\000token_by_startint const 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__pyx_t_5spacy_7structs_LexemeC\000OOV_RA""NK\000EMPTY_LEXEMEstruct __pyx_t_5spacy_7structs_LexemeC\000EMPTY_LEXEMEuint64_t (void *, int, uint64_t)\000hash64O";
    PyObject *data = NULL;
    CYTHON_UNUSED_VAR(__Pyx_DecompressString);
    #endif
    PyObject **stringtab = __pyx_mstate->__pyx_string_tab;
    Py_ssize_t pos = 0;
    for (int i = 0; i < 701; i++) {
      Py_ssize_t bytes_length = index[i].length;
      PyObject *string = PyUnicode_DecodeUTF8(bytes + pos, bytes_length, NULL);
      if (likely(string) && i >= 82) PyUnicode_InternInPlace(&string);
      if (unlikely(!string)) {
        Py_XDECREF(data);
        __PYX_ERR(0, 1, __pyx_L1_error)
      }
      stringtab[i] = string;
      pos += bytes_length;
    }
    for (int i = 701; i < 839; i++) {
      Py_ssize_t bytes_length = index[i].length;
      PyObject *string = PyBytes_FromStringAndSize(bytes + pos, bytes_length);
      stringtab[i] = string;
      pos += bytes_length;
      if (unlikely(!string)) {
        Py_XDECREF(data);
        __PYX_ERR(0, 1, __pyx_L1_error)
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    Py_XDECREF(data);
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        #endif
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      numbertab[i] = PyFloat_FromDouble(c_constants[i]);
      if (unlikely(!numbertab[i])) __PYX_ERR(0, 1, __pyx_L1_error)
    }
  }
  {
    PyObject **numbertab = __pyx_mstate->__pyx_number_tab + 2;
    int8_t const cint_constants_1[] = {0,-1,1,2,10};
    int16_t const cint_constants_2[] = {255};
    int32_t const cint_constants_4[] = {136983863L};
    for (int i = 0; i < 7; i++) {
      numbertab[i] = PyLong_FromLong((i < 5 ? cint_constants_1[i - 0] : (i < 6 ? cint_constants_2[i - 5] : cint_constants_4[i - 6])));
      if (unlikely(!numbertab[i])) __PYX_ERR(0, 1, __pyx_L1_error)
    }
  }
  #if CYTHON_IMMORTAL_CONSTANTS
  {
    PyObject **table = __pyx_mstate->__pyx_number_tab;
    for (Py_ssize_t i=0; i<9; ++i) {
      #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      #if PY_VERSION_HEX < 0x030E0000
      if (_Py_IsOwnedByCurrentThread(table[i]) && Py_REFCNT(table[i]) == 1)
      #else
      if (PyUnstable_Object_IsUniquelyReferenced(table[i]))
      #endif
      {
        Py_SET_REFCNT(table[i], _Py_IMMORTAL_REFCNT_LOCAL);
      }
      #else
      Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT);
      #endif
    }
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  #endif
  return 0;
  __pyx_L1_error:;
  return -1;
}
/* #### Code section: init_codeobjects ### */
typedef struct {
    unsigned int argcount : 4;
    unsigned int num_posonly_args : 1;
    unsigned int num_kwonly_args : 4;
    unsigned int nlocals : 6;
    unsigned int flags : 10;
    unsigned int first_line : 11;
} __Pyx_PyCode_New_function_description;
/* NewCodeObj.proto */
static PyObject* __Pyx_PyCode_New(
        const __Pyx_PyCode_New_function_description descr,
        PyObject * const *varnames,
        PyObject *filename,
        PyObject *funcname,
        PyObject *line_table,
        PyObject *tuple_dedup_map
);


static int __Pyx_CreateCodeObjects(__pyx_mstatetype *__pyx_mstate) {
  PyObject* tuple_dedup_map = PyDict_New();
  if (unlikely(!tuple_dedup_map)) return -1;
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 286};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[0] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_itemsize, __pyx_mstate->__pyx_kp_b_iso88591_AQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[0])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 290};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[1] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_alignment, __pyx_mstate->__pyx_kp_b_iso88591_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[1])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 296};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[2] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_fields, __pyx_mstate->__pyx_kp_b_iso88591_8_AQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[2])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 300};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[3] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_names, __pyx_mstate->__pyx_kp_b_iso88591_7_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[3])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 307};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[4] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_subarray, __pyx_mstate->__pyx_kp_b_iso88591_aq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[4])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 311};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[5] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_flags, __pyx_mstate->__pyx_kp_b_iso88591_1A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[5])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 323};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[6] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_numiter, __pyx_mstate->__pyx_kp_b_iso88591_AQ_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[6])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 328};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[7] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_size, __pyx_mstate->__pyx_kp_b_iso88591__22, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[7])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 333};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[8] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_index, __pyx_mstate->__pyx_kp_b_iso88591_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[8])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 338};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[9] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_nd, __pyx_mstate->__pyx_kp_b_iso88591__22, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[9])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 343};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[10] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_dimensions, __pyx_mstate->__pyx_kp_b_iso88591__22, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[10])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 348};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[11] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_iters, __pyx_mstate->__pyx_kp_b_iso88591_1_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[11])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 366};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[12] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_base, __pyx_mstate->__pyx_kp_b_iso88591_q_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[12])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 372};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[13] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_descr, __pyx_mstate->__pyx_kp_b_iso88591_7_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[13])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 378};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[14] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_ndim, __pyx_mstate->__pyx_kp_b_iso88591_q_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[14])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 384};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[15] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_shape, __pyx_mstate->__pyx_kp_b_iso88591_q_3, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[15])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 392};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[16] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_strides, __pyx_mstate->__pyx_kp_b_iso88591_1_3, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[16])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 399};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[17] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_size, __pyx_mstate->__pyx_kp_b_iso88591_q_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[17])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 405};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[18] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_data, __pyx_mstate->__pyx_kp_b_iso88591__23, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[18])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 824};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_a, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[19] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_PyArray_MultiIterNew1, __pyx_mstate->__pyx_kp_b_iso88591_q_7, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[19])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 827};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_a, __pyx_mstate->__pyx_n_u_b, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[20] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_PyArray_MultiIterNew2, __pyx_mstate->__pyx_kp_b_iso88591_q_7_WA, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[20])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 830};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_a, __pyx_mstate->__pyx_n_u_b, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[21] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_PyArray_MultiIterNew3, __pyx_mstate->__pyx_kp_b_iso88591_q_7_WCxq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[21])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 833};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_a, __pyx_mstate->__pyx_n_u_b, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[22] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_PyArray_MultiIterNew4, __pyx_mstate->__pyx_kp_b_iso88591_q_7_WCwc, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[22])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 836};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_a, __pyx_mstate->__pyx_n_u_b, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_e, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[23] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_PyArray_MultiIterNew5, __pyx_mstate->__pyx_kp_b_iso88591_q_7_WCwc_HTU, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[23])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 839};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[24] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_PyDataType_SHAPE, __pyx_mstate->__pyx_kp_b_iso88591_Qa_way_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[24])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1035};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_arr, __pyx_mstate->__pyx_n_u_base, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[25] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_set_array_base, __pyx_mstate->__pyx_kp_b_iso88591_Qa_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[25])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1039};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_arr, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[26] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_get_array_base, __pyx_mstate->__pyx_kp_b_iso88591_q_uCq_q_81, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[26])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1047};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[27] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_import_array, __pyx_mstate->__pyx_kp_b_iso88591_q_k, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[27])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1053};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[28] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_import_umath, __pyx_mstate->__pyx_kp_b_iso88591_q_Q_k, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[28])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1059};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[29] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_import_ufunc, __pyx_mstate->__pyx_kp_b_iso88591_q_Q_k, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[29])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1066};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_obj, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[30] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_is_timedelta64_object, __pyx_mstate->__pyx_kp_b_iso88591_Qe1A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[30])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1081};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_obj, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[31] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_is_datetime64_object, __pyx_mstate->__pyx_kp_b_iso88591_Qe1A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[31])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1096};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_obj, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[32] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_get_datetime64_value, __pyx_mstate->__pyx_kp_b_iso88591_T_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[32])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1106};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_obj, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[33] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_get_timedelta64_value, __pyx_mstate->__pyx_kp_b_iso88591_d_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[33])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1113};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_obj, __pyx_mstate->__pyx_n_u_PyTimedeltaArrType_Type, __pyx_mstate->__pyx_n_u_PyDatetimeArrType_Type};
    __pyx_mstate_global->__pyx_codeobj_tab[34] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_C_Users_runneradmin_AppData_Loca, __pyx_mstate->__pyx_n_u_get_datetime64_unit, __pyx_mstate->__pyx_kp_b_iso88591_7t7, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[34])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 14};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_doc, __pyx_mstate->__pyx_n_u_span, __pyx_mstate->__pyx_n_u_doc, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_vector_2, __pyx_mstate->__pyx_n_u_vector_norm_2};
    __pyx_mstate_global->__pyx_codeobj_tab[35] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_span_pxd, __pyx_mstate->__pyx_n_u_cinit, __pyx_mstate->__pyx_kp_b_iso88591_AQ_XQ_a_A_E_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[35])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 29};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_lex, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_orth_2};
    __pyx_mstate_global->__pyx_codeobj_tab[36] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_lexeme_pxd, __pyx_mstate->__pyx_n_u_from_ptr, __pyx_mstate->__pyx_kp_b_iso88591_AQ_6_A_E_IQ_HCq_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[36])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 37};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_lex, __pyx_mstate->__pyx_n_u_name, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_orth_2};
    __pyx_mstate_global->__pyx_codeobj_tab[37] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_lexeme_pxd, __pyx_mstate->__pyx_n_u_set_struct_attr, __pyx_mstate->__pyx_kp_b_iso88591_AQ_5_2Q_Qe6_Q_vQ_Q_y_Q_xq_Q_y_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[37])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 56};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_lex, __pyx_mstate->__pyx_n_u_feat_name, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_orth_2};
    __pyx_mstate_global->__pyx_codeobj_tab[38] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_lexeme_pxd, __pyx_mstate->__pyx_n_u_get_struct_attr, __pyx_mstate->__pyx_kp_b_iso88591_AQ_S_5_q_q_s_3a_s_3a_s_3a_s_3a_s, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[38])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 84};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_lexeme, __pyx_mstate->__pyx_n_u_flag_id, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_orth_2};
    __pyx_mstate_global->__pyx_codeobj_tab[39] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_lexeme_pxd, __pyx_mstate->__pyx_n_u_c_check_flag, __pyx_mstate->__pyx_kp_b_iso88591_AQ_1_6_4s_1_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[39])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 92};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_lex, __pyx_mstate->__pyx_n_u_flag_id, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_orth_2};
    __pyx_mstate_global->__pyx_codeobj_tab[40] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_lexeme_pxd, __pyx_mstate->__pyx_n_u_c_set_flag, __pyx_mstate->__pyx_kp_b_iso88591_AQ_1_1_z_S_z_4s, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[40])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 22};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_offset, __pyx_mstate->__pyx_n_u_doc, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_doc};
    __pyx_mstate_global->__pyx_codeobj_tab[41] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_token_pxd, __pyx_mstate->__pyx_n_u_cinit, __pyx_mstate->__pyx_kp_b_iso88591_AQ_7_Bc_3a_AV5_q_S_xq_we1_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[41])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 35};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_feat_name, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_doc};
    __pyx_mstate_global->__pyx_codeobj_tab[42] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_token_pxd, __pyx_mstate->__pyx_n_u_get_struct_attr, __pyx_mstate->__pyx_kp_b_iso88591_AQ_S_auF_s_5_s_uF_Q_uD_uA_s_5_s, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[42])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 7, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 71};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_feat_name, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_doc};
    __pyx_mstate_global->__pyx_codeobj_tab[43] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_token_pxd, __pyx_mstate->__pyx_n_u_set_struct_attr, __pyx_mstate->__pyx_kp_b_iso88591_AQ_S_s_s_A_s_s_s_s_s_s_A_s_Q_s_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[43])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 101};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_doc};
    __pyx_mstate_global->__pyx_codeobj_tab[44] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_token_pxd, __pyx_mstate->__pyx_n_u_missing_dep, __pyx_mstate->__pyx_kp_b_iso88591_AQ_uE_A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[44])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 105};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_doc};
    __pyx_mstate_global->__pyx_codeobj_tab[45] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_token_pxd, __pyx_mstate->__pyx_n_u_missing_head, __pyx_mstate->__pyx_kp_b_iso88591_AQ_L, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[45])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 67};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_padding};
    __pyx_mstate_global->__pyx_codeobj_tab[46] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_bounds_check, __pyx_mstate->__pyx_kp_b_iso88591_a_IRq_j_uG1Bc_IS_j_uG1Bc, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[46])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 74};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_feat_name};
    __pyx_mstate_global->__pyx_codeobj_tab[47] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_token_attr, __pyx_mstate->__pyx_kp_b_iso88591_z_A_uA_3a_4uA_5_A_uA_3a_uA_3a_u, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[47])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 109};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_feat_name};
    __pyx_mstate_global->__pyx_codeobj_tab[48] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_token_attr_for_matcher, __pyx_mstate->__pyx_kp_b_iso88591_z_A_5_Cq_1_1_QgQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[48])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 125};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_cls};
    __pyx_mstate_global->__pyx_codeobj_tab[49] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_values, __pyx_mstate->__pyx_kp_b_iso88591_A_t1C_5, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[49])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_VARKEYWORDS), 148};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_cls, __pyx_mstate->__pyx_n_u_name, __pyx_mstate->__pyx_n_u_kwargs};
    __pyx_mstate_global->__pyx_codeobj_tab[50] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_set_extension, __pyx_mstate->__pyx_kp_b_iso88591_A_3nAV4t6_Qiq_AV5_q_V4q_c, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[50])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 166};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_cls, __pyx_mstate->__pyx_n_u_name};
    __pyx_mstate_global->__pyx_codeobj_tab[51] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_extension, __pyx_mstate->__pyx_kp_b_iso88591_A_z_AQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[51])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 177};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_cls, __pyx_mstate->__pyx_n_u_name};
    __pyx_mstate_global->__pyx_codeobj_tab[52] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_has_extension, __pyx_mstate->__pyx_kp_b_iso88591_A_uCz, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[52])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 188};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_cls, __pyx_mstate->__pyx_n_u_name};
    __pyx_mstate_global->__pyx_codeobj_tab[53] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_remove_extension, __pyx_mstate->__pyx_kp_b_iso88591_A_4s_AV5_q_Q_z_AQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[53])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 9, 39, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 202};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_words, __pyx_mstate->__pyx_n_u_spaces, __pyx_mstate->__pyx_n_u_user_data, __pyx_mstate->__pyx_n_u_tags, __pyx_mstate->__pyx_n_u_pos, __pyx_mstate->__pyx_n_u_morphs, __pyx_mstate->__pyx_n_u_lemmas, __pyx_mstate->__pyx_n_u_heads, __pyx_mstate->__pyx_n_u_deps, __pyx_mstate->__pyx_n_u_sent_starts, __pyx_mstate->__pyx_n_u_ents, __pyx_mstate->__pyx_n_u_size, __pyx_mstate->__pyx_n_u_data_start, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_has_space, __pyx_mstate->__pyx_n_u_lexeme, __pyx_mstate->__pyx_n_u_word, __pyx_mstate->__pyx_n_u_MISSING_DEP, __pyx_mstate->__pyx_n_u_pp, __pyx_mstate->__pyx_n_u_ent_iobs, __pyx_mstate->__pyx_n_u_ent_types, __pyx_mstate->__pyx_n_u_iob_strings, __pyx_mstate->__pyx_n_u_ent, __pyx_mstate->__pyx_n_u_ent_iob_2, __pyx_mstate->__pyx_n_u_ent_type_2, __pyx_mstate->__pyx_n_u_headings, __pyx_mstate->__pyx_n_u_values, __pyx_mstate->__pyx_n_u_annotations, __pyx_mstate->__pyx_n_u_possible_headings, __pyx_mstate->__pyx_n_u_a, __pyx_mstate->__pyx_n_u_annot, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_attrs, __pyx_mstate->__pyx_n_u_j, __pyx_mstate->__pyx_n_u_morph_key, __pyx_mstate->__pyx_n_u_head, __pyx_mstate->__pyx_n_u_dep_2};
    __pyx_mstate_global->__pyx_codeobj_tab[54] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_init, __pyx_mstate->__pyx_kp_b_iso88591_A_F_IQ_5_1JfG_Q_G4q_IZq_uJd_A_Yd, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[54])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 406};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[55] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_z_5Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[55])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 411};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[56] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_Qhe7_5_U_t_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[56])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 416};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[57] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_Qhe7_5_U_t_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[57])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 421};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[58] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_Qhe7_5_E_Q_t_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[58])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 426};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[59] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_Qhe7_50__TU_t_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[59])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 470};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_i};
    __pyx_mstate_global->__pyx_codeobj_tab[60] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591_A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[60])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 472};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_i};
    __pyx_mstate_global->__pyx_codeobj_tab[61] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591_A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[61])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 1, 9, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 431};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_attr, __pyx_mstate->__pyx_n_u_require_complete, __pyx_mstate->__pyx_n_u_input_attr, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_range_start, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[62] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_has_annotation, __pyx_mstate->__pyx_kp_b_iso88591_7q_Q_4xs_1_q_5_3e3d_1_3e3d_1_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[62])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 474};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_stop};
    __pyx_mstate_global->__pyx_codeobj_tab[63] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_getitem, __pyx_mstate->__pyx_kp_b_iso88591_A2_Qc_7_as_7_81G1A_4q_gV6_2Rq_HB, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[63])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 507};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_i};
    __pyx_mstate_global->__pyx_codeobj_tab[64] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_iter, __pyx_mstate->__pyx_kp_b_iso88591_A_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[64])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 520};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[65] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_len, __pyx_mstate->__pyx_kp_b_iso88591_A_t1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[65])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 529};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_t};
    __pyx_mstate_global->__pyx_codeobj_tab[66] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_unicode, __pyx_mstate->__pyx_kp_b_iso88591_A_r_aq_t5, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[66])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 532};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_t};
    __pyx_mstate_global->__pyx_codeobj_tab[67] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_bytes, __pyx_mstate->__pyx_kp_b_iso88591_A_r_aq_t5_gQa, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[67])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 535};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[68] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_str, __pyx_mstate->__pyx_kp_b_iso88591_A_t_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[68])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 538};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[69] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_repr, __pyx_mstate->__pyx_kp_b_iso88591_A_t81, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[69])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 541};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[70] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[70])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {8, 0, 0, 12, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 545};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_start_idx, __pyx_mstate->__pyx_n_u_end_idx, __pyx_mstate->__pyx_n_u_label, __pyx_mstate->__pyx_n_u_kb_id, __pyx_mstate->__pyx_n_u_vector, __pyx_mstate->__pyx_n_u_alignment_mode, __pyx_mstate->__pyx_n_u_span_id, __pyx_mstate->__pyx_n_u_alignment_modes, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_end, __pyx_mstate->__pyx_n_u_span};
    __pyx_mstate_global->__pyx_codeobj_tab[71] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_char_span, __pyx_mstate->__pyx_kp_b_iso88591_Mbbttu0_A_e7_e1A_at4t9A_6_2T_9D, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[71])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 11, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 604};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_other, __pyx_mstate->__pyx_n_u_attr, __pyx_mstate->__pyx_n_u_this_token, __pyx_mstate->__pyx_n_u_other_token, __pyx_mstate->__pyx_n_u_other_lex, __pyx_mstate->__pyx_n_u_similar, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_vector, __pyx_mstate->__pyx_n_u_xp, __pyx_mstate->__pyx_n_u_result};
    __pyx_mstate_global->__pyx_codeobj_tab[72] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_similarity, __pyx_mstate->__pyx_kp_b_iso88591_A_4q_4_q_wat6_81_3avS_j_Qa_AZt6, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[72])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 664};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_token};
    __pyx_mstate_global->__pyx_codeobj_tab[73] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591_A_3, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[73])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 652};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[74] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_4q_4_xq_A_1_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[74])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 689};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_t};
    __pyx_mstate_global->__pyx_codeobj_tab[75] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591__24, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[75])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 670};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_xp, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[76] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_9Ct1_4_9AQ_4y_q_4q_Qd_4s_1_2V2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[76])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 697};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[77] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_A_Kq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[77])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 701};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_norm_2};
    __pyx_mstate_global->__pyx_codeobj_tab[78] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_D_4_1_4_S_1_Q_b_AYe3gQ_t1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[78])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 720};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[79] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_A_A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[79])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 730};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_t};
    __pyx_mstate_global->__pyx_codeobj_tab[80] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591__25, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[80])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 724};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[81] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_r_b, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[81])) goto bad;
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  {
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    __pyx_mstate_global->__pyx_codeobj_tab[82] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_t1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[82])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 11, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 741};
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    __pyx_mstate_global->__pyx_codeobj_tab[83] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_A_A_Q_E_at1_AT_1A_uIS_6_Q_2Qaw, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[83])) goto bad;
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    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 10, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 784};
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    __pyx_mstate_global->__pyx_codeobj_tab[85] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_set_ents, __pyx_mstate->__pyx_kp_b_iso88591_N_Vdde_87_q_AV6_EQRRS_1D_G9Cs_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[85])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 887};
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    __pyx_mstate_global->__pyx_codeobj_tab[86] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[86])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 916};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_i};
    __pyx_mstate_global->__pyx_codeobj_tab[87] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[87])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 938};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[88] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_t6_fA, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[88])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 943};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[89] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_A_t6, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[89])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 22, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 948};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_lex_or_tok, __pyx_mstate->__pyx_n_u_has_space, __pyx_mstate->__pyx_n_u_mem, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_vector_2, __pyx_mstate->__pyx_n_u_vector_norm_2, __pyx_mstate->__pyx_n_u_tensor, __pyx_mstate->__pyx_n_u_cats, __pyx_mstate->__pyx_n_u_user_data, __pyx_mstate->__pyx_n_u_spans, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_sentiment, __pyx_mstate->__pyx_n_u_user_hooks, __pyx_mstate->__pyx_n_u_user_token_hooks, __pyx_mstate->__pyx_n_u_user_span_hooks, __pyx_mstate->__pyx_n_u_has_unknown_spaces, __pyx_mstate->__pyx_n_u_context, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_max_length, __pyx_mstate->__pyx_n_u_noun_chunks_iterator, __pyx_mstate->__pyx_n_u_weakref};
    __pyx_mstate_global->__pyx_codeobj_tab[90] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_push_back, __pyx_mstate->__pyx_kp_b_iso88591_Oq_4xs_a_hb_b_Q_WA_4xs_WA_XQar, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[90])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 22, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 948};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_lex_or_tok, __pyx_mstate->__pyx_n_u_has_space, __pyx_mstate->__pyx_n_u_mem, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_vector_2, __pyx_mstate->__pyx_n_u_vector_norm_2, __pyx_mstate->__pyx_n_u_tensor, __pyx_mstate->__pyx_n_u_cats, __pyx_mstate->__pyx_n_u_user_data, __pyx_mstate->__pyx_n_u_spans, __pyx_mstate->__pyx_n_u_c, __pyx_mstate->__pyx_n_u_sentiment, __pyx_mstate->__pyx_n_u_user_hooks, __pyx_mstate->__pyx_n_u_user_token_hooks, __pyx_mstate->__pyx_n_u_user_span_hooks, __pyx_mstate->__pyx_n_u_has_unknown_spaces, __pyx_mstate->__pyx_n_u_context, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_max_length, __pyx_mstate->__pyx_n_u_noun_chunks_iterator, __pyx_mstate->__pyx_n_u_weakref};
    __pyx_mstate_global->__pyx_codeobj_tab[91] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_push_back, __pyx_mstate->__pyx_kp_b_iso88591_Oq_4xs_a_hb_b_Q_Qe_Qa_4xs_WA_XQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[91])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 971};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_py_attr_ids};
    __pyx_mstate_global->__pyx_codeobj_tab[92] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_to_array, __pyx_mstate->__pyx_kp_b_iso88591_A0_Qm1_1_a_1_AS_gWAU_G1_1_1Bd_s, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[92])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1025};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_attr_id, __pyx_mstate->__pyx_n_u_exclude, __pyx_mstate->__pyx_n_u_counts, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_output_dict};
    __pyx_mstate_global->__pyx_codeobj_tab[93] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_count_by, __pyx_mstate->__pyx_kp_b_iso88591_22Fa_7_Q_WA_83a_U_4q_a_Qat2Qd_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[93])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1053};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_new_size, __pyx_mstate->__pyx_n_u_n, __pyx_mstate->__pyx_n_u_data_start, __pyx_mstate->__pyx_n_u_i};
    __pyx_mstate_global->__pyx_codeobj_tab[94] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_realloc, __pyx_mstate->__pyx_kp_b_iso88591_A_9Bd_N_I_c_1_Yd_ha_2Rq_E_Ba_E_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[94])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 20, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1070};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_attrs, __pyx_mstate->__pyx_n_u_array, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_col, __pyx_mstate->__pyx_n_u_abs_head_index, __pyx_mstate->__pyx_n_u_attr_id, __pyx_mstate->__pyx_n_u_length, __pyx_mstate->__pyx_n_u_mem, __pyx_mstate->__pyx_n_u_n_attrs, __pyx_mstate->__pyx_n_u_attr_ids, __pyx_mstate->__pyx_n_u_transposed_array, __pyx_mstate->__pyx_n_u_values, __pyx_mstate->__pyx_n_u_stride, __pyx_mstate->__pyx_n_u_iob_strings, __pyx_mstate->__pyx_n_u_n_iob_strings, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_j, __pyx_mstate->__pyx_n_u_id_2};
    __pyx_mstate_global->__pyx_codeobj_tab[95] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_from_array, __pyx_mstate->__pyx_kp_b_iso88591_A_QgQ_AQ_AQ_Qc_wgQe_WA_5_s_q_E_w, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[95])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 1187};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_attr};
    __pyx_mstate_global->__pyx_codeobj_tab[96] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[96])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 1189};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_attr};
    __pyx_mstate_global->__pyx_codeobj_tab[97] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591__26, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[97])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 1199};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_t};
    __pyx_mstate_global->__pyx_codeobj_tab[98] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591__27, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[98])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 1200};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_t};
    __pyx_mstate_global->__pyx_codeobj_tab[99] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591_Q_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[99])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 1271};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_doc};
    __pyx_mstate_global->__pyx_codeobj_tab[100] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591_a_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[100])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 1, 36, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1159};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_docs, __pyx_mstate->__pyx_n_u_ensure_whitespace, __pyx_mstate->__pyx_n_u_attrs, __pyx_mstate->__pyx_n_u_exclude, __pyx_mstate->__pyx_n_u_vocab, __pyx_mstate->__pyx_n_u_concat_words, __pyx_mstate->__pyx_n_u_concat_spaces, __pyx_mstate->__pyx_n_u_concat_user_data, __pyx_mstate->__pyx_n_u_concat_spans, __pyx_mstate->__pyx_n_u_char_offset, __pyx_mstate->__pyx_n_u_doc, __pyx_mstate->__pyx_n_u_key, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_data_type, __pyx_mstate->__pyx_n_u_name, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_end, __pyx_mstate->__pyx_n_u_span, __pyx_mstate->__pyx_n_u_arrays, __pyx_mstate->__pyx_n_u_spacy_index, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_array, __pyx_mstate->__pyx_n_u_token_offset, __pyx_mstate->__pyx_n_u_concat_array, __pyx_mstate->__pyx_n_u_concat_doc, __pyx_mstate->__pyx_n_u_span_tuple, __pyx_mstate->__pyx_n_u_text, __pyx_mstate->__pyx_n_u_ops, __pyx_mstate->__pyx_n_u_doc, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_attr, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[101] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_from_docs, __pyx_mstate->__pyx_kp_b_iso88591_A_66GuA_4q_1_G4wa_3awb_AV1_1_6_A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[101])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1277};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[102] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_lca_matrix, __pyx_mstate->__pyx_kp_b_iso88591_A_uHA_AV3c, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[102])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1289};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_other, __pyx_mstate->__pyx_n_u_buff_size, __pyx_mstate->__pyx_n_u_tokens};
    __pyx_mstate_global->__pyx_codeobj_tab[103] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_copy, __pyx_mstate->__pyx_kp_b_iso88591_A_AT_IQd_T_4q_Zt9AT_XT_4q_iq_A_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[103])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 1, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1313};
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    __pyx_mstate_global->__pyx_codeobj_tab[104] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_to_disk, __pyx_mstate->__pyx_kp_b_iso88591_uA_t_q_ay_q_IQha, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[104])) goto bad;
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    __pyx_mstate_global->__pyx_codeobj_tab[105] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_from_disk, __pyx_mstate->__pyx_kp_b_iso88591_a_t_q_ay_e1_t_a_81, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[105])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 1, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1342};
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    __pyx_mstate_global->__pyx_codeobj_tab[106] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_to_bytes, __pyx_mstate->__pyx_kp_b_iso88591_q_uN_4xq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[106])) goto bad;
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    const __Pyx_PyCode_New_function_description descr = {2, 0, 1, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1353};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_bytes_data, __pyx_mstate->__pyx_n_u_exclude};
    __pyx_mstate_global->__pyx_codeobj_tab[107] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_from_bytes, __pyx_mstate->__pyx_kp_b_iso88591_0_Q_t_Qe_xq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[107])) goto bad;
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    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1393};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[108] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_HD, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[108])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1394};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[109] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591__28, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[109])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1395};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[110] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_iq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[110])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1396};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[111] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_Q_3, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[111])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1397};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[112] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_hd, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[112])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1398};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[113] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_HD, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[113])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1399};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[114] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_XT_y, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[114])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1400};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[115] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_xt1A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[115])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1401};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[116] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_a_3, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[116])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1406};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[117] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_1A_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[117])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 0, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1408};
    PyObject* const varnames[] = {0};
    __pyx_mstate_global->__pyx_codeobj_tab[118] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_lambda, __pyx_mstate->__pyx_kp_b_iso88591_Qa, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[118])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 1, 10, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1364};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_exclude, __pyx_mstate->__pyx_n_u_array_head, __pyx_mstate->__pyx_n_u_strings, __pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_group, __pyx_mstate->__pyx_n_u_span, __pyx_mstate->__pyx_n_u_serializers, __pyx_mstate->__pyx_n_u_user_data_keys, __pyx_mstate->__pyx_n_u_user_data_values};
    __pyx_mstate_global->__pyx_codeobj_tab[119] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_to_dict, __pyx_mstate->__pyx_kp_b_iso88591_a_S_Q_IQ_4q_Q_4q_Q_4q_1E_4q_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[119])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 1, 16, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1413};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_msg, __pyx_mstate->__pyx_n_u_exclude, __pyx_mstate->__pyx_n_u_user_data_keys, __pyx_mstate->__pyx_n_u_user_data_values, __pyx_mstate->__pyx_n_u_key, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_end, __pyx_mstate->__pyx_n_u_has_space, __pyx_mstate->__pyx_n_u_s, __pyx_mstate->__pyx_n_u_lex, __pyx_mstate->__pyx_n_u_orth, __pyx_mstate->__pyx_n_u_text, __pyx_mstate->__pyx_n_u_attrs};
    __pyx_mstate_global->__pyx_codeobj_tab[120] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_from_dict, __pyx_mstate->__pyx_kp_b_iso88591_Q_4xs_AV5_q_t1_whd_3a_U_A5H_QR, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[120])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1462};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_tensor, __pyx_mstate->__pyx_n_u_xp};
    __pyx_mstate_global->__pyx_codeobj_tab[121] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_extend_tensor, __pyx_mstate->__pyx_kp_b_iso88591_A_Qd_4wfCq_wavXYa_at9A_G2T, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[121])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1479};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[122] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_retokenize, __pyx_mstate->__pyx_kp_b_iso88591_A_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[122])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1494};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_spans, __pyx_mstate->__pyx_n_u_attributes, __pyx_mstate->__pyx_n_u_attr_len, __pyx_mstate->__pyx_n_u_span_len, __pyx_mstate->__pyx_n_u_retokenizer, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_span};
    __pyx_mstate_global->__pyx_codeobj_tab[123] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_bulk_merge, __pyx_mstate->__pyx_kp_b_iso88591_A_3aq_3aq_4y_1_AV5_q_9A_F_89AQ_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[123])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 1, 39, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1516};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_doc_json, __pyx_mstate->__pyx_n_u_validate, __pyx_mstate->__pyx_n_u_schema_validation_message, __pyx_mstate->__pyx_n_u_words, __pyx_mstate->__pyx_n_u_token_attrs_ids, __pyx_mstate->__pyx_n_u_token_attrs, __pyx_mstate->__pyx_n_u_token_annotations, __pyx_mstate->__pyx_n_u_token_json, __pyx_mstate->__pyx_n_u_attr, __pyx_mstate->__pyx_n_u_attr_json, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_lex, __pyx_mstate->__pyx_n_u_has_space, __pyx_mstate->__pyx_n_u_reconstructed_words, __pyx_mstate->__pyx_n_u_spaces, __pyx_mstate->__pyx_n_u_word, __pyx_mstate->__pyx_n_u_pp, __pyx_mstate->__pyx_n_u_attrs, __pyx_mstate->__pyx_n_u_partial_attrs, __pyx_mstate->__pyx_n_u_array, __pyx_mstate->__pyx_n_u_j, __pyx_mstate->__pyx_n_u_annot, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_sent, __pyx_mstate->__pyx_n_u_char_span, __pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_span_group, __pyx_mstate->__pyx_n_u_spans, __pyx_mstate->__pyx_n_u_span, __pyx_mstate->__pyx_n_u_ents, __pyx_mstate->__pyx_n_u_ent, __pyx_mstate->__pyx_n_u_token_attr, __pyx_mstate->__pyx_n_u_token_data, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_span_attr, __pyx_mstate->__pyx_n_u_span_data, __pyx_mstate->__pyx_n_u_t, __pyx_mstate->__pyx_n_u_head};
    __pyx_mstate_global->__pyx_codeobj_tab[124] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_from_json, __pyx_mstate->__pyx_kp_b_iso88591_a_1_y_PPQ_q_j_vWAXQ_5_e7_q_as_f, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[124])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 20, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1661};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_underscore, __pyx_mstate->__pyx_n_u_data, __pyx_mstate->__pyx_n_u_sents, __pyx_mstate->__pyx_n_u_attrs, __pyx_mstate->__pyx_n_u_include_annotation, __pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_token_data, __pyx_mstate->__pyx_n_u_span_group, __pyx_mstate->__pyx_n_u_span, __pyx_mstate->__pyx_n_u_span_data, __pyx_mstate->__pyx_n_u_user_keys, __pyx_mstate->__pyx_n_u_attr, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_data_key, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_end, __pyx_mstate->__pyx_n_u_ent, __pyx_mstate->__pyx_n_u_sent, __pyx_mstate->__pyx_n_u_attr};
    __pyx_mstate_global->__pyx_codeobj_tab[125] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_to_json, __pyx_mstate->__pyx_kp_b_iso88591_A_4_aq_2Yc_gS_9TWW_ddkkoop_4_aq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[125])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 1760};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_bs};
    __pyx_mstate_global->__pyx_codeobj_tab[126] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[126])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 12, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1749};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_nr_char, __pyx_mstate->__pyx_n_u_byte_strings, __pyx_mstate->__pyx_n_u_output, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_j, __pyx_mstate->__pyx_n_u_start_idx, __pyx_mstate->__pyx_n_u_end_idx, __pyx_mstate->__pyx_n_u_byte_string, __pyx_mstate->__pyx_n_u_token, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[127] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_to_utf8_array, __pyx_mstate->__pyx_kp_b_iso88591_q_V7_84y_84q_c_Q_fBc_6QR_e1A_C, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[127])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_GENERATOR), 1782};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_x};
    __pyx_mstate_global->__pyx_codeobj_tab[128] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_kp_b_iso88591__24, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[128])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1779};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_attrs, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[129] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_get_array_attrs, __pyx_mstate->__pyx_kp_b_iso88591_A_WL_uAQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[129])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 38};
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    __pyx_mstate_global->__pyx_codeobj_tab[130] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[130])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 39};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[131] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591__25, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[131])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 41};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[132] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[132])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 41};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[133] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[133])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 41};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[134] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[134])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 42};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[135] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[135])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 42};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[136] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[136])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 42};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[137] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[137])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 44};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[138] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[138])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 44};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[139] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[139])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 44};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[140] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[140])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 45};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[141] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[141])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 45};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[142] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[142])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 45};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[143] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[143])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 46};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[144] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[144])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 46};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[145] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[145])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 46};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[146] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[146])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 47};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[147] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591__26, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[147])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 51};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[148] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_a_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[148])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 51};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[149] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_a_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[149])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 53};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[150] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[150])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 53};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[151] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[151])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 53};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[152] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[152])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 54};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[153] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[153])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 54};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[154] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[154])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 54};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[155] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[155])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 55};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[156] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[156])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 55};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[157] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[157])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 55};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[158] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[158])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 57};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[159] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[159])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 57};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[160] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_Q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[160])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 59};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[161] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[161])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 59};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[162] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[162])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 59};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[163] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_del, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[163])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 64};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[164] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_get_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[164])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 64};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_value};
    __pyx_mstate_global->__pyx_codeobj_tab[165] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pxd, __pyx_mstate->__pyx_n_u_set_2, __pyx_mstate->__pyx_kp_b_iso88591_q_4, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[165])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 64};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1};
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 3};
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1786};
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1794};
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1803};
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    __pyx_mstate_global->__pyx_codeobj_tab[171] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_spacy_tokens_doc_pyx, __pyx_mstate->__pyx_n_u_token_by_char, __pyx_mstate->__pyx_kp_b_iso88591_Oq_7_A_1_vRuBa_9BfAT_b_c_q_E_6, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[171])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1815};
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  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1846};
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1890};
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1916};
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1958};
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1965};
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    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1978};
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    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1984};
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    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1994};
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/* BytesEquals (used by UnicodeEquals) */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL ||\
        !(CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS)
    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 (used by fastcall) */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    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 (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length, length2;
        int kind;
        void *data1, *data2;
        #if !CYTHON_COMPILING_IN_LIMITED_API
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        #endif
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(length < 0)) return -1;
        #endif
        length2 = __Pyx_PyUnicode_GET_LENGTH(s2);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(length2 < 0)) return -1;
        #endif
        if (length != length2) {
            goto return_ne;
        }
#if CYTHON_USE_UNICODE_INTERNALS
        {
            Py_hash_t hash1, hash2;
            hash1 = ((PyASCIIObject*)s1)->hash;
            hash2 = ((PyASCIIObject*)s2)->hash;
            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));
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    return (equals == Py_EQ);
return_ne:
    return (equals == Py_NE);
#endif
}

/* fastcall */
#if CYTHON_METH_FASTCALL
static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s)
{
    Py_ssize_t i, n = __Pyx_PyTuple_GET_SIZE(kwnames);
    #if !CYTHON_ASSUME_SAFE_SIZE
    if (unlikely(n == -1)) return NULL;
    #endif
    for (i = 0; i < n; i++)
    {
        PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i);
        #if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely(!namei)) return NULL;
        #endif
        if (s == namei) return kwvalues[i];
    }
    for (i = 0; i < n; i++)
    {
        PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i);
        #if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely(!namei)) return NULL;
        #endif
        int eq = __Pyx_PyUnicode_Equals(s, namei, Py_EQ);
        if (unlikely(eq != 0)) {
            if (unlikely(eq < 0)) return NULL;
            return kwvalues[i];
        }
    }
    return NULL;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API
CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues) {
    Py_ssize_t i, nkwargs;
    PyObject *dict;
#if !CYTHON_ASSUME_SAFE_SIZE
    nkwargs = PyTuple_Size(kwnames);
    if (unlikely(nkwargs < 0)) return NULL;
#else
    nkwargs = PyTuple_GET_SIZE(kwnames);
#endif
    dict = PyDict_New();
    if (unlikely(!dict))
        return NULL;
    for (i=0; i<nkwargs; i++) {
#if !CYTHON_ASSUME_SAFE_MACROS
        PyObject *key = PyTuple_GetItem(kwnames, i);
        if (!key) goto bad;
#else
        PyObject *key = PyTuple_GET_ITEM(kwnames, i);
#endif
        if (unlikely(PyDict_SetItem(dict, key, kwvalues[i]) < 0))
            goto bad;
    }
    return dict;
bad:
    Py_DECREF(dict);
    return NULL;
}
#endif
#endif

/* PyObjectCall (used by PyObjectFastCall) */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = Py_TYPE(func)->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallMethO (used by PyObjectFastCall) */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = __Pyx_CyOrPyCFunction_GET_FUNCTION(func);
    self = __Pyx_CyOrPyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall(" 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

/* PyObjectFastCall (used by PyObjectCallOneArg) */
#if PY_VERSION_HEX < 0x03090000 || CYTHON_COMPILING_IN_LIMITED_API
static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs) {
    PyObject *argstuple;
    PyObject *result = 0;
    size_t i;
    argstuple = PyTuple_New((Py_ssize_t)nargs);
    if (unlikely(!argstuple)) return NULL;
    for (i = 0; i < nargs; i++) {
        Py_INCREF(args[i]);
        if (__Pyx_PyTuple_SET_ITEM(argstuple, (Py_ssize_t)i, args[i]) != (0)) goto bad;
    }
    result = __Pyx_PyObject_Call(func, argstuple, kwargs);
  bad:
    Py_DECREF(argstuple);
    return result;
}
#endif
#if CYTHON_VECTORCALL && !CYTHON_COMPILING_IN_LIMITED_API
  #if PY_VERSION_HEX < 0x03090000
    #define __Pyx_PyVectorcall_Function(callable) _PyVectorcall_Function(callable)
  #elif CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE vectorcallfunc __Pyx_PyVectorcall_Function(PyObject *callable) {
    PyTypeObject *tp = Py_TYPE(callable);
    #if defined(__Pyx_CyFunction_USED)
    if (__Pyx_CyFunction_CheckExact(callable)) {
        return __Pyx_CyFunction_func_vectorcall(callable);
    }
    #endif
    if (!PyType_HasFeature(tp, Py_TPFLAGS_HAVE_VECTORCALL)) {
        return NULL;
    }
    assert(PyCallable_Check(callable));
    Py_ssize_t offset = tp->tp_vectorcall_offset;
    assert(offset > 0);
    vectorcallfunc ptr;
    memcpy(&ptr, (char *) callable + offset, sizeof(ptr));
    return ptr;
}
  #else
    #define __Pyx_PyVectorcall_Function(callable) PyVectorcall_Function(callable)
  #endif
#endif
static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject *const *args, size_t _nargs, PyObject *kwargs) {
    Py_ssize_t nargs = __Pyx_PyVectorcall_NARGS(_nargs);
#if CYTHON_COMPILING_IN_CPYTHON
    if (nargs == 0 && kwargs == NULL) {
        if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_NOARGS))
            return __Pyx_PyObject_CallMethO(func, NULL);
    }
    else if (nargs == 1 && kwargs == NULL) {
        if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_O))
            return __Pyx_PyObject_CallMethO(func, args[0]);
    }
#endif
    if (kwargs == NULL) {
        #if CYTHON_VECTORCALL
          #if CYTHON_COMPILING_IN_LIMITED_API
            return PyObject_Vectorcall(func, args, _nargs, NULL);
          #else
            vectorcallfunc f = __Pyx_PyVectorcall_Function(func);
            if (f) {
                return f(func, args, _nargs, NULL);
            }
          #endif
        #endif
    }
    if (nargs == 0) {
        return __Pyx_PyObject_Call(func, __pyx_mstate_global->__pyx_empty_tuple, kwargs);
    }
    #if PY_VERSION_HEX >= 0x03090000 && !CYTHON_COMPILING_IN_LIMITED_API
    return PyObject_VectorcallDict(func, args, (size_t)nargs, kwargs);
    #else
    return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs);
    #endif
}

/* PyObjectCallOneArg (used by CallUnboundCMethod0) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *args[2] = {NULL, arg};
    return __Pyx_PyObject_FastCall(func, args+1, 1 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* UnpackUnboundCMethod (used by CallUnboundCMethod0) */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000
static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *args, PyObject *kwargs) {
    PyObject *result;
    PyObject *selfless_args = PyTuple_GetSlice(args, 1, PyTuple_Size(args));
    if (unlikely(!selfless_args)) return NULL;
    result = PyObject_Call(method, selfless_args, kwargs);
    Py_DECREF(selfless_args);
    return result;
}
#elif CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03090000
static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject **args, Py_ssize_t nargs, PyObject *kwnames) {
        return _PyObject_Vectorcall
            (method, args ? args+1 : NULL, nargs ? nargs-1 : 0, kwnames);
}
#else
static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *const *args, Py_ssize_t nargs, PyObject *kwnames) {
    return
#if PY_VERSION_HEX < 0x03090000
    _PyObject_Vectorcall
#else
    PyObject_Vectorcall
#endif
        (method, args ? args+1 : NULL, nargs ? (size_t) nargs-1 : 0, kwnames);
}
#endif
static PyMethodDef __Pyx_UnboundCMethod_Def = {
     "CythonUnboundCMethod",
     __PYX_REINTERPRET_FUNCION(PyCFunction, __Pyx_SelflessCall),
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000
     METH_VARARGS | METH_KEYWORDS,
#else
     METH_FASTCALL | METH_KEYWORDS,
#endif
     NULL
};
static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) {
    PyObject *method, *result=NULL;
    method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name);
    if (unlikely(!method))
        return -1;
    result = method;
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type)))
    {
        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);
    } else
#endif
#if CYTHON_COMPILING_IN_PYPY
#else
    if (PyCFunction_Check(method))
#endif
    {
        PyObject *self;
        int self_found;
#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY
        self = PyObject_GetAttrString(method, "__self__");
        if (!self) {
            PyErr_Clear();
        }
#else
        self = PyCFunction_GET_SELF(method);
#endif
        self_found = (self && self != Py_None);
#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY
        Py_XDECREF(self);
#endif
        if (self_found) {
            PyObject *unbound_method = PyCFunction_New(&__Pyx_UnboundCMethod_Def, method);
            if (unlikely(!unbound_method)) return -1;
            Py_DECREF(method);
            result = unbound_method;
        }
    }
#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    if (unlikely(target->method)) {
        Py_DECREF(result);
    } else
#endif
    target->method = result;
    return 0;
}

/* CallUnboundCMethod0 */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) {
    int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc);
    if (likely(was_initialized == 2 && cfunc->func)) {
        if (likely(cfunc->flag == METH_NOARGS))
            return __Pyx_CallCFunction(cfunc, self, NULL);
        if (likely(cfunc->flag == METH_FASTCALL))
            return __Pyx_CallCFunctionFast(cfunc, self, NULL, 0);
        if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS))
            return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, NULL, 0, NULL);
        if (likely(cfunc->flag == (METH_VARARGS | METH_KEYWORDS)))
            return __Pyx_CallCFunctionWithKeywords(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple, NULL);
        if (cfunc->flag == METH_VARARGS)
            return __Pyx_CallCFunction(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple);
        return __Pyx__CallUnboundCMethod0(cfunc, self);
    }
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    else if (unlikely(was_initialized == 1)) {
        __Pyx_CachedCFunction tmp_cfunc = {
#ifndef __cplusplus
            0
#endif
        };
        tmp_cfunc.type = cfunc->type;
        tmp_cfunc.method_name = cfunc->method_name;
        return __Pyx__CallUnboundCMethod0(&tmp_cfunc, self);
    }
#endif
    PyObject *result = __Pyx__CallUnboundCMethod0(cfunc, self);
    __Pyx_CachedCFunction_SetFinishedInitializing(cfunc);
    return result;
}
#endif
static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) {
    PyObject *result;
    if (unlikely(!cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
    result = __Pyx_PyObject_CallOneArg(cfunc->method, self);
    return result;
}

/* py_dict_items (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d) {
    return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_items, d);
}

/* py_dict_values (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d) {
    return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_values, d);
}

/* OwnedDictNext (used by ParseKeywordsImpl) */
#if CYTHON_AVOID_BORROWED_REFS
static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue) {
    PyObject *next = NULL;
    if (!*ppos) {
        if (pvalue) {
            PyObject *dictview = pkey ? __Pyx_PyDict_Items(p) : __Pyx_PyDict_Values(p);
            if (unlikely(!dictview)) goto bad;
            *ppos = PyObject_GetIter(dictview);
            Py_DECREF(dictview);
        } else {
            *ppos = PyObject_GetIter(p);
        }
        if (unlikely(!*ppos)) goto bad;
    }
    next = PyIter_Next(*ppos);
    if (!next) {
        if (PyErr_Occurred()) goto bad;
        return 0;
    }
    if (pkey && pvalue) {
        *pkey = __Pyx_PySequence_ITEM(next, 0);
        if (unlikely(*pkey)) goto bad;
        *pvalue = __Pyx_PySequence_ITEM(next, 1);
        if (unlikely(*pvalue)) goto bad;
        Py_DECREF(next);
    } else if (pkey) {
        *pkey = next;
    } else {
        assert(pvalue);
        *pvalue = next;
    }
    return 1;
  bad:
    Py_XDECREF(next);
#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000
    PyErr_FormatUnraisable("Exception ignored in __Pyx_PyDict_NextRef");
#else
    PyErr_WriteUnraisable(__pyx_mstate_global->__pyx_n_u_Pyx_PyDict_NextRef);
#endif
    if (pkey) *pkey = NULL;
    if (pvalue) *pvalue = NULL;
    return 0;
}
#else // !CYTHON_AVOID_BORROWED_REFS
static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue) {
    int result = PyDict_Next(p, ppos, pkey, pvalue);
    if (likely(result == 1)) {
        if (pkey) Py_INCREF(*pkey);
        if (pvalue) Py_INCREF(*pvalue);
    }
    return result;
}
#endif

/* RaiseDoubleKeywords (used by ParseKeywordsImpl) */
static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
}

/* CallUnboundCMethod2 */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2) {
    int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc);
    if (likely(was_initialized == 2 && cfunc->func)) {
        PyObject *args[2] = {arg1, arg2};
        if (cfunc->flag == METH_FASTCALL) {
            return __Pyx_CallCFunctionFast(cfunc, self, args, 2);
        }
        if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS))
            return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, 2, NULL);
    }
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    else if (unlikely(was_initialized == 1)) {
        __Pyx_CachedCFunction tmp_cfunc = {
#ifndef __cplusplus
            0
#endif
        };
        tmp_cfunc.type = cfunc->type;
        tmp_cfunc.method_name = cfunc->method_name;
        return __Pyx__CallUnboundCMethod2(&tmp_cfunc, self, arg1, arg2);
    }
#endif
    PyObject *result = __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2);
    __Pyx_CachedCFunction_SetFinishedInitializing(cfunc);
    return result;
}
#endif
static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2){
    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)) {
        PyObject *result = NULL;
        PyObject *args = PyTuple_New(2);
        if (unlikely(!args)) return NULL;
        Py_INCREF(arg1);
        PyTuple_SET_ITEM(args, 0, arg1);
        Py_INCREF(arg2);
        PyTuple_SET_ITEM(args, 1, arg2);
        if (cfunc->flag & METH_KEYWORDS)
            result = __Pyx_CallCFunctionWithKeywords(cfunc, self, args, NULL);
        else
            result = __Pyx_CallCFunction(cfunc, self, args);
        Py_DECREF(args);
        return result;
    }
#endif
    {
        PyObject *args[4] = {NULL, self, arg1, arg2};
        return __Pyx_PyObject_FastCall(cfunc->method, args+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
    }
}

/* ParseKeywordsImpl (used by ParseKeywords) */
static int __Pyx_ValidateDuplicatePosArgs(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    const char* function_name)
{
    PyObject ** const *name = argnames;
    while (name != first_kw_arg) {
        PyObject *key = **name;
        int found = PyDict_Contains(kwds, key);
        if (unlikely(found)) {
            if (found == 1) __Pyx_RaiseDoubleKeywordsError(function_name, key);
            goto bad;
        }
        name++;
    }
    return 0;
bad:
    return -1;
}
#if CYTHON_USE_UNICODE_INTERNALS
static CYTHON_INLINE int __Pyx_UnicodeKeywordsEqual(PyObject *s1, PyObject *s2) {
    int kind;
    Py_ssize_t len = PyUnicode_GET_LENGTH(s1);
    if (len != PyUnicode_GET_LENGTH(s2)) return 0;
    kind = PyUnicode_KIND(s1);
    if (kind != PyUnicode_KIND(s2)) return 0;
    const void *data1 = PyUnicode_DATA(s1);
    const void *data2 = PyUnicode_DATA(s2);
    return (memcmp(data1, data2, (size_t) len * (size_t) kind) == 0);
}
#endif
static int __Pyx_MatchKeywordArg_str(
    PyObject *key,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    size_t *index_found,
    const char *function_name)
{
    PyObject ** const *name;
    #if CYTHON_USE_UNICODE_INTERNALS
    Py_hash_t key_hash = ((PyASCIIObject*)key)->hash;
    if (unlikely(key_hash == -1)) {
        key_hash = PyObject_Hash(key);
        if (unlikely(key_hash == -1))
            goto bad;
    }
    #endif
    name = first_kw_arg;
    while (*name) {
        PyObject *name_str = **name;
        #if CYTHON_USE_UNICODE_INTERNALS
        if (key_hash == ((PyASCIIObject*)name_str)->hash && __Pyx_UnicodeKeywordsEqual(name_str, key)) {
            *index_found = (size_t) (name - argnames);
            return 1;
        }
        #else
        #if CYTHON_ASSUME_SAFE_SIZE
        if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key))
        #endif
        {
            int cmp = PyUnicode_Compare(name_str, key);
            if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
            if (cmp == 0) {
                *index_found = (size_t) (name - argnames);
                return 1;
            }
        }
        #endif
        name++;
    }
    name = argnames;
    while (name != first_kw_arg) {
        PyObject *name_str = **name;
        #if CYTHON_USE_UNICODE_INTERNALS
        if (unlikely(key_hash == ((PyASCIIObject*)name_str)->hash)) {
            if (__Pyx_UnicodeKeywordsEqual(name_str, key))
                goto arg_passed_twice;
        }
        #else
        #if CYTHON_ASSUME_SAFE_SIZE
        if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key))
        #endif
        {
            if (unlikely(name_str == key)) goto arg_passed_twice;
            int cmp = PyUnicode_Compare(name_str, key);
            if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
            if (cmp == 0) goto arg_passed_twice;
        }
        #endif
        name++;
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
bad:
    return -1;
}
static int __Pyx_MatchKeywordArg_nostr(
    PyObject *key,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    size_t *index_found,
    const char *function_name)
{
    PyObject ** const *name;
    if (unlikely(!PyUnicode_Check(key))) goto invalid_keyword_type;
    name = first_kw_arg;
    while (*name) {
        int cmp = PyObject_RichCompareBool(**name, key, Py_EQ);
        if (cmp == 1) {
            *index_found = (size_t) (name - argnames);
            return 1;
        }
        if (unlikely(cmp == -1)) goto bad;
        name++;
    }
    name = argnames;
    while (name != first_kw_arg) {
        int cmp = PyObject_RichCompareBool(**name, key, Py_EQ);
        if (unlikely(cmp != 0)) {
            if (cmp == 1) goto arg_passed_twice;
            else goto bad;
        }
        name++;
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
bad:
    return -1;
}
static CYTHON_INLINE int __Pyx_MatchKeywordArg(
    PyObject *key,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    size_t *index_found,
    const char *function_name)
{
    return likely(PyUnicode_CheckExact(key)) ?
        __Pyx_MatchKeywordArg_str(key, argnames, first_kw_arg, index_found, function_name) :
        __Pyx_MatchKeywordArg_nostr(key, argnames, first_kw_arg, index_found, function_name);
}
static void __Pyx_RejectUnknownKeyword(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    const char *function_name)
{
    #if CYTHON_AVOID_BORROWED_REFS
    PyObject *pos = NULL;
    #else
    Py_ssize_t pos = 0;
    #endif
    PyObject *key = NULL;
    __Pyx_BEGIN_CRITICAL_SECTION(kwds);
    while (
        #if CYTHON_AVOID_BORROWED_REFS
        __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL)
        #else
        PyDict_Next(kwds, &pos, &key, NULL)
        #endif
    ) {
        PyObject** const *name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (!*name) {
            size_t index_found = 0;
            int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name);
            if (cmp != 1) {
                if (cmp == 0) {
                    PyErr_Format(PyExc_TypeError,
                        "%s() got an unexpected keyword argument '%U'",
                        function_name, key);
                }
                #if CYTHON_AVOID_BORROWED_REFS
                Py_DECREF(key);
                #endif
                break;
            }
        }
        #if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(key);
        #endif
    }
    __Pyx_END_CRITICAL_SECTION();
    #if CYTHON_AVOID_BORROWED_REFS
    Py_XDECREF(pos);
    #endif
    assert(PyErr_Occurred());
}
static int __Pyx_ParseKeywordDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs)
{
    PyObject** const *name;
    PyObject** const *first_kw_arg = argnames + num_pos_args;
    Py_ssize_t extracted = 0;
#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments)
    if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1;
#endif
    name = first_kw_arg;
    while (*name && num_kwargs > extracted) {
        PyObject * key = **name;
        PyObject *value;
        int found = 0;
        #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
        found = PyDict_GetItemRef(kwds, key, &value);
        #else
        value = PyDict_GetItemWithError(kwds, key);
        if (value) {
            Py_INCREF(value);
            found = 1;
        } else {
            if (unlikely(PyErr_Occurred())) goto bad;
        }
        #endif
        if (found) {
            if (unlikely(found < 0)) goto bad;
            values[name-argnames] = value;
            extracted++;
        }
        name++;
    }
    if (num_kwargs > extracted) {
        if (ignore_unknown_kwargs) {
            if (unlikely(__Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name) == -1))
                goto bad;
        } else {
            __Pyx_RejectUnknownKeyword(kwds, argnames, first_kw_arg, function_name);
            goto bad;
        }
    }
    return 0;
bad:
    return -1;
}
static int __Pyx_ParseKeywordDictToDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject** const *name;
    PyObject** const *first_kw_arg = argnames + num_pos_args;
    Py_ssize_t len;
#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments)
    if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1;
#endif
    if (PyDict_Update(kwds2, kwds) < 0) goto bad;
    name = first_kw_arg;
    while (*name) {
        PyObject *key = **name;
        PyObject *value;
#if !CYTHON_COMPILING_IN_LIMITED_API && (PY_VERSION_HEX >= 0x030d00A2 || defined(PyDict_Pop))
        int found = PyDict_Pop(kwds2, key, &value);
        if (found) {
            if (unlikely(found < 0)) goto bad;
            values[name-argnames] = value;
        }
#elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000
        int found = PyDict_GetItemRef(kwds2, key, &value);
        if (found) {
            if (unlikely(found < 0)) goto bad;
            values[name-argnames] = value;
            if (unlikely(PyDict_DelItem(kwds2, key) < 0)) goto bad;
        }
#else
    #if CYTHON_COMPILING_IN_CPYTHON
        value = _PyDict_Pop(kwds2, key, kwds2);
    #else
        value = __Pyx_CallUnboundCMethod2(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_pop, kwds2, key, kwds2);
    #endif
        if (value == kwds2) {
            Py_DECREF(value);
        } else {
            if (unlikely(!value)) goto bad;
            values[name-argnames] = value;
        }
#endif
        name++;
    }
    len = PyDict_Size(kwds2);
    if (len > 0) {
        return __Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name);
    } else if (unlikely(len == -1)) {
        goto bad;
    }
    return 0;
bad:
    return -1;
}
static int __Pyx_ParseKeywordsTuple(
    PyObject *kwds,
    PyObject * const *kwvalues,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs)
{
    PyObject *key = NULL;
    PyObject** const * name;
    PyObject** const *first_kw_arg = argnames + num_pos_args;
    for (Py_ssize_t pos = 0; pos < num_kwargs; pos++) {
#if CYTHON_AVOID_BORROWED_REFS
        key = __Pyx_PySequence_ITEM(kwds, pos);
#else
        key = __Pyx_PyTuple_GET_ITEM(kwds, pos);
#endif
#if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely(!key)) goto bad;
#endif
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            PyObject *value = kwvalues[pos];
            values[name-argnames] = __Pyx_NewRef(value);
        } else {
            size_t index_found = 0;
            int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name);
            if (cmp == 1) {
                PyObject *value = kwvalues[pos];
                values[index_found] = __Pyx_NewRef(value);
            } else {
                if (unlikely(cmp == -1)) goto bad;
                if (kwds2) {
                    PyObject *value = kwvalues[pos];
                    if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
                } else if (!ignore_unknown_kwargs) {
                    goto invalid_keyword;
                }
            }
        }
        #if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(key);
        key = NULL;
        #endif
    }
    return 0;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    goto bad;
bad:
    #if CYTHON_AVOID_BORROWED_REFS
    Py_XDECREF(key);
    #endif
    return -1;
}

/* ParseKeywords */
static int __Pyx_ParseKeywords(
    PyObject *kwds,
    PyObject * const *kwvalues,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs)
{
    if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds)))
        return __Pyx_ParseKeywordsTuple(kwds, kwvalues, argnames, kwds2, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs);
    else if (kwds2)
        return __Pyx_ParseKeywordDictToDict(kwds, argnames, kwds2, values, num_pos_args, function_name);
    else
        return __Pyx_ParseKeywordDict(kwds, argnames, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs);
}

/* RaiseArgTupleInvalid */
static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

/* ArgTypeTestFunc (used by ArgTypeTest) */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
{
    __Pyx_TypeName type_name;
    __Pyx_TypeName obj_type_name;
    PyObject *extra_info = __pyx_mstate_global->__pyx_empty_unicode;
    int from_annotation_subclass = 0;
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    else if (!exact) {
        if (likely(__Pyx_TypeCheck(obj, type))) return 1;
    } else if (exact == 2) {
        if (__Pyx_TypeCheck(obj, type)) {
            from_annotation_subclass = 1;
            extra_info = __pyx_mstate_global->__pyx_kp_u_Note_that_Cython_is_deliberately;
        }
    }
    type_name = __Pyx_PyType_GetFullyQualifiedName(type);
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected " __Pyx_FMT_TYPENAME
        ", got " __Pyx_FMT_TYPENAME ")"
#if __PYX_LIMITED_VERSION_HEX < 0x030C0000
        "%s%U"
#endif
        , name, type_name, obj_type_name
#if __PYX_LIMITED_VERSION_HEX < 0x030C0000
        , (from_annotation_subclass ? ". " : ""), extra_info
#endif
        );
#if __PYX_LIMITED_VERSION_HEX >= 0x030C0000
    if (exact == 2 && from_annotation_subclass) {
        PyObject *res;
        PyObject *vargs[2];
        vargs[0] = PyErr_GetRaisedException();
        vargs[1] = extra_info;
        res = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_kp_u_add_note, vargs, 2, NULL);
        Py_XDECREF(res);
        PyErr_SetRaisedException(vargs[0]);
    }
#endif
    __Pyx_DECREF_TypeName(type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return 0;
}

/* RaiseException */
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 PY_VERSION_HEX >= 0x030C00A6
        PyException_SetTraceback(value, tb);
#elif CYTHON_FAST_THREAD_STATE
        PyThreadState *tstate = __Pyx_PyThreadState_Current;
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
#else
        PyObject *tmp_type, *tmp_value, *tmp_tb;
        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
        Py_INCREF(tb);
        PyErr_Restore(tmp_type, tmp_value, tb);
        Py_XDECREF(tmp_tb);
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}

/* PyObjectFastCallMethod */
#if !CYTHON_VECTORCALL || PY_VERSION_HEX < 0x03090000
static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf) {
    PyObject *result;
    PyObject *attr = PyObject_GetAttr(args[0], name);
    if (unlikely(!attr))
        return NULL;
    result = __Pyx_PyObject_FastCall(attr, args+1, nargsf - 1);
    Py_DECREF(attr);
    return result;
}
#endif

/* RaiseUnexpectedTypeError */
static int
__Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj)
{
    __Pyx_TypeName obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError, "Expected %s, got " __Pyx_FMT_TYPENAME,
                 expected, obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return 0;
}

/* CIntToDigits (used by CIntToPyUnicode) */
static const char DIGIT_PAIRS_10[2*10*10+1] = {
    "00010203040506070809"
    "10111213141516171819"
    "20212223242526272829"
    "30313233343536373839"
    "40414243444546474849"
    "50515253545556575859"
    "60616263646566676869"
    "70717273747576777879"
    "80818283848586878889"
    "90919293949596979899"
};
static const char DIGIT_PAIRS_8[2*8*8+1] = {
    "0001020304050607"
    "1011121314151617"
    "2021222324252627"
    "3031323334353637"
    "4041424344454647"
    "5051525354555657"
    "6061626364656667"
    "7071727374757677"
};
static const char DIGITS_HEX[2*16+1] = {
    "0123456789abcdef"
    "0123456789ABCDEF"
};

/* BuildPyUnicode (used by COrdinalToPyUnicode) */
static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength,
                                                int prepend_sign, char padding_char) {
    PyObject *uval;
    Py_ssize_t uoffset = ulength - clength;
#if CYTHON_USE_UNICODE_INTERNALS
    Py_ssize_t i;
    void *udata;
    uval = PyUnicode_New(ulength, 127);
    if (unlikely(!uval)) return NULL;
    udata = PyUnicode_DATA(uval);
    if (uoffset > 0) {
        i = 0;
        if (prepend_sign) {
            __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, 0, '-');
            i++;
        }
        for (; i < uoffset; i++) {
            __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, i, padding_char);
        }
    }
    for (i=0; i < clength; i++) {
        __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, uoffset+i, chars[i]);
    }
#else
    {
        PyObject *sign = NULL, *padding = NULL;
        uval = NULL;
        if (uoffset > 0) {
            prepend_sign = !!prepend_sign;
            if (uoffset > prepend_sign) {
                padding = PyUnicode_FromOrdinal(padding_char);
                if (likely(padding) && uoffset > prepend_sign + 1) {
                    PyObject *tmp = PySequence_Repeat(padding, uoffset - prepend_sign);
                    Py_DECREF(padding);
                    padding = tmp;
                }
                if (unlikely(!padding)) goto done_or_error;
            }
            if (prepend_sign) {
                sign = PyUnicode_FromOrdinal('-');
                if (unlikely(!sign)) goto done_or_error;
            }
        }
        uval = PyUnicode_DecodeASCII(chars, clength, NULL);
        if (likely(uval) && padding) {
            PyObject *tmp = PyUnicode_Concat(padding, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
        if (likely(uval) && sign) {
            PyObject *tmp = PyUnicode_Concat(sign, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
done_or_error:
        Py_XDECREF(padding);
        Py_XDECREF(sign);
    }
#endif
    return uval;
}

/* COrdinalToPyUnicode (used by CIntToPyUnicode) */
static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value) {
    return value <= 1114111;
}
static PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t ulength, char padding_char) {
    Py_ssize_t padding_length = ulength - 1;
    if (likely((padding_length <= 250) && (value < 0xD800 || value > 0xDFFF))) {
        char chars[256];
        if (value <= 255) {
            memset(chars, padding_char, (size_t) padding_length);
            chars[ulength-1] = (char) value;
            return PyUnicode_DecodeLatin1(chars, ulength, NULL);
        }
        char *cpos = chars + sizeof(chars);
        if (value < 0x800) {
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0xc0 | (value & 0x1f));
        } else if (value < 0x10000) {
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0xe0 | (value & 0x0f));
        } else {
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0xf0 | (value & 0x07));
        }
        cpos -= padding_length;
        memset(cpos, padding_char, (size_t) padding_length);
        return PyUnicode_DecodeUTF8(cpos, chars + sizeof(chars) - cpos, NULL);
    }
    if (value <= 127 && CYTHON_USE_UNICODE_INTERNALS) {
        const char chars[1] = {(char) value};
        return __Pyx_PyUnicode_BuildFromAscii(ulength, chars, 1, 0, padding_char);
    }
    {
        PyObject *uchar, *padding_uchar, *padding, *result;
        padding_uchar = PyUnicode_FromOrdinal(padding_char);
        if (unlikely(!padding_uchar)) return NULL;
        padding = PySequence_Repeat(padding_uchar, padding_length);
        Py_DECREF(padding_uchar);
        if (unlikely(!padding)) return NULL;
        uchar = PyUnicode_FromOrdinal(value);
        if (unlikely(!uchar)) {
            Py_DECREF(padding);
            return NULL;
        }
        result = PyUnicode_Concat(padding, uchar);
        Py_DECREF(padding);
        Py_DECREF(uchar);
        return result;
    }
}

/* CIntToPyUnicode */
static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char) {
#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 (unlikely(!(is_unsigned || value == 0 || value > 0) ||
                    !(sizeof(value) <= 2 || value & ~ (int) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) {
        PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)");
        return NULL;
    }
    if (width <= 1) {
        return PyUnicode_FromOrdinal((int) value);
    }
    return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char);
}
static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char) {
    char digits[sizeof(int)*3+2];
    char *dpos, *end = digits + sizeof(int)*3+2;
    const char *hex_digits = DIGITS_HEX;
    Py_ssize_t length, ulength;
    int prepend_sign, last_one_off;
    int remaining;
#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 (format_char == 'X') {
        hex_digits += 16;
        format_char = 'x';
    }
    remaining = value;
    last_one_off = 0;
    dpos = end;
    do {
        int digit_pos;
        switch (format_char) {
        case 'o':
            digit_pos = abs((int)(remaining % (8*8)));
            remaining = (int) (remaining / (8*8));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 8);
            break;
        case 'd':
            digit_pos = abs((int)(remaining % (10*10)));
            remaining = (int) (remaining / (10*10));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 10);
            break;
        case 'x':
            *(--dpos) = hex_digits[abs((int)(remaining % 16))];
            remaining = (int) (remaining / 16);
            break;
        default:
            assert(0);
            break;
        }
    } while (unlikely(remaining != 0));
    assert(!last_one_off || *dpos == '0');
    dpos += last_one_off;
    length = end - dpos;
    ulength = length;
    prepend_sign = 0;
    if (!is_unsigned && value <= neg_one) {
        if (padding_char == ' ' || width <= length + 1) {
            *(--dpos) = '-';
            ++length;
        } else {
            prepend_sign = 1;
        }
        ++ulength;
    }
    if (width > ulength) {
        ulength = width;
    }
    if (ulength == 1) {
        return PyUnicode_FromOrdinal(*dpos);
    }
    return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char);
}

/* CIntToPyUnicode */
static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (unlikely(!(is_unsigned || value == 0 || value > 0) ||
                    !(sizeof(value) <= 2 || value & ~ (Py_ssize_t) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) {
        PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)");
        return NULL;
    }
    if (width <= 1) {
        return PyUnicode_FromOrdinal((int) value);
    }
    return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char);
}
static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char) {
    char digits[sizeof(Py_ssize_t)*3+2];
    char *dpos, *end = digits + sizeof(Py_ssize_t)*3+2;
    const char *hex_digits = DIGITS_HEX;
    Py_ssize_t length, ulength;
    int prepend_sign, last_one_off;
    Py_ssize_t remaining;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (format_char == 'X') {
        hex_digits += 16;
        format_char = 'x';
    }
    remaining = value;
    last_one_off = 0;
    dpos = end;
    do {
        int digit_pos;
        switch (format_char) {
        case 'o':
            digit_pos = abs((int)(remaining % (8*8)));
            remaining = (Py_ssize_t) (remaining / (8*8));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 8);
            break;
        case 'd':
            digit_pos = abs((int)(remaining % (10*10)));
            remaining = (Py_ssize_t) (remaining / (10*10));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 10);
            break;
        case 'x':
            *(--dpos) = hex_digits[abs((int)(remaining % 16))];
            remaining = (Py_ssize_t) (remaining / 16);
            break;
        default:
            assert(0);
            break;
        }
    } while (unlikely(remaining != 0));
    assert(!last_one_off || *dpos == '0');
    dpos += last_one_off;
    length = end - dpos;
    ulength = length;
    prepend_sign = 0;
    if (!is_unsigned && value <= neg_one) {
        if (padding_char == ' ' || width <= length + 1) {
            *(--dpos) = '-';
            ++length;
        } else {
            prepend_sign = 1;
        }
        ++ulength;
    }
    if (width > ulength) {
        ulength = width;
    }
    if (ulength == 1) {
        return PyUnicode_FromOrdinal(*dpos);
    }
    return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char);
}

/* JoinPyUnicode */
static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      Py_UCS4 max_char) {
#if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    PyObject *result_uval;
    int result_ukind, kind_shift;
    Py_ssize_t i, char_pos;
    void *result_udata;
    if (max_char > 1114111) max_char = 1114111;
    result_uval = PyUnicode_New(result_ulength, max_char);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND;
    kind_shift = (result_ukind == PyUnicode_4BYTE_KIND) ? 2 : result_ukind - 1;
    result_udata = PyUnicode_DATA(result_uval);
    assert(kind_shift == 2 || kind_shift == 1 || kind_shift == 0);
    if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - result_ulength < 0))
        goto overflow;
    char_pos = 0;
    for (i=0; i < value_count; i++) {
        int ukind;
        Py_ssize_t ulength;
        void *udata;
        PyObject *uval = values[i];
        #if !CYTHON_COMPILING_IN_LIMITED_API
        if (__Pyx_PyUnicode_READY(uval) == (-1))
            goto bad;
        #endif
        ulength = __Pyx_PyUnicode_GET_LENGTH(uval);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(ulength < 0)) goto bad;
        #endif
        if (unlikely(!ulength))
            continue;
        if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - ulength < char_pos))
            goto overflow;
        ukind = __Pyx_PyUnicode_KIND(uval);
        udata = __Pyx_PyUnicode_DATA(uval);
        if (ukind == result_ukind) {
            memcpy((char *)result_udata + (char_pos << kind_shift), udata, (size_t) (ulength << kind_shift));
        } else {
            #if PY_VERSION_HEX >= 0x030d0000
            if (unlikely(PyUnicode_CopyCharacters(result_uval, char_pos, uval, 0, ulength) < 0)) goto bad;
            #elif CYTHON_COMPILING_IN_CPYTHON || defined(_PyUnicode_FastCopyCharacters)
            _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength);
            #else
            Py_ssize_t j;
            for (j=0; j < ulength; j++) {
                Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j);
                __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar);
            }
            #endif
        }
        char_pos += ulength;
    }
    return result_uval;
overflow:
    PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string");
bad:
    Py_DECREF(result_uval);
    return NULL;
#else
    Py_ssize_t i;
    PyObject *result = NULL;
    PyObject *value_tuple = PyTuple_New(value_count);
    if (unlikely(!value_tuple)) return NULL;
    CYTHON_UNUSED_VAR(max_char);
    CYTHON_UNUSED_VAR(result_ulength);
    for (i=0; i<value_count; i++) {
        if (__Pyx_PyTuple_SET_ITEM(value_tuple, i, values[i]) != (0)) goto bad;
        Py_INCREF(values[i]);
    }
    result = PyUnicode_Join(__pyx_mstate_global->__pyx_empty_unicode, value_tuple);
bad:
    Py_DECREF(value_tuple);
    return result;
#endif
}

/* GetAttr */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
    if (likely(PyUnicode_Check(n)))
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

/* GetItemInt */
static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (unlikely(!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,
                                                              int wraparound, int boundscheck, int unsafe_shared) {
    CYTHON_MAYBE_UNUSED_VAR(unsafe_shared);
#if CYTHON_ASSUME_SAFE_SIZE
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS)) {
        return __Pyx_PyList_GetItemRefFast(o, wrapped_i, unsafe_shared);
    } else
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
        return __Pyx_NewRef(PyList_GET_ITEM(o, wrapped_i));
    }
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
#else
    (void)wraparound;
    (void)boundscheck;
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck, int unsafe_shared) {
    CYTHON_MAYBE_UNUSED_VAR(unsafe_shared);
#if CYTHON_ASSUME_SAFE_SIZE && 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)))) {
        return __Pyx_NewRef(PyTuple_GET_ITEM(o, wrapped_i));
    }
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
#else
    (void)wraparound;
    (void)boundscheck;
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
                                                     int wraparound, int boundscheck, int unsafe_shared) {
    CYTHON_MAYBE_UNUSED_VAR(unsafe_shared);
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS)) {
            return __Pyx_PyList_GetItemRefFast(o, n, unsafe_shared);
        } else if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
            return __Pyx_NewRef(PyList_GET_ITEM(o, n));
        }
    } else
    #if !CYTHON_AVOID_BORROWED_REFS
    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)))) {
            return __Pyx_NewRef(PyTuple_GET_ITEM(o, n));
        }
    } else
    #endif
#endif
#if CYTHON_USE_TYPE_SLOTS && !CYTHON_COMPILING_IN_PYPY
    {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (!is_list && mm && mm->mp_subscript) {
            PyObject *r, *key = PyLong_FromSsize_t(i);
            if (unlikely(!key)) return NULL;
            r = mm->mp_subscript(o, key);
            Py_DECREF(key);
            return r;
        }
        if (is_list || likely(sm && sm->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) {
                Py_ssize_t l = sm->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return NULL;
                    PyErr_Clear();
                }
            }
            return sm->sq_item(o, i);
        }
    }
#else
    if (is_list || !PyMapping_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    (void)wraparound;
    (void)boundscheck;
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
}

/* ObjectGetItem */
#if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) {
    PyObject *runerr = NULL;
    Py_ssize_t key_value;
    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, 1);
    }
    if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
        __Pyx_TypeName index_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(index));
        PyErr_Clear();
        PyErr_Format(PyExc_IndexError,
            "cannot fit '" __Pyx_FMT_TYPENAME "' into an index-sized integer", index_type_name);
        __Pyx_DECREF_TypeName(index_type_name);
    }
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem_Slow(PyObject *obj, PyObject *key) {
    __Pyx_TypeName obj_type_name;
    if (likely(PyType_Check(obj))) {
        PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(obj, __pyx_mstate_global->__pyx_n_u_class_getitem);
        if (!meth) {
            PyErr_Clear();
        } else {
            PyObject *result = __Pyx_PyObject_CallOneArg(meth, key);
            Py_DECREF(meth);
            return result;
        }
    }
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "'" __Pyx_FMT_TYPENAME "' object is not subscriptable", obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) {
    PyTypeObject *tp = Py_TYPE(obj);
    PyMappingMethods *mm = tp->tp_as_mapping;
    PySequenceMethods *sm = tp->tp_as_sequence;
    if (likely(mm && mm->mp_subscript)) {
        return mm->mp_subscript(obj, key);
    }
    if (likely(sm && sm->sq_item)) {
        return __Pyx_PyObject_GetIndex(obj, key);
    }
    return __Pyx_PyObject_GetItem_Slow(obj, key);
}
#endif

/* RejectKeywords */
static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds) {
    PyObject *key = NULL;
    if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds))) {
        key = __Pyx_PySequence_ITEM(kwds, 0);
    } else {
#if CYTHON_AVOID_BORROWED_REFS
        PyObject *pos = NULL;
#else
        Py_ssize_t pos = 0;
#endif
#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments)
        if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return;
#endif
        __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL);
#if CYTHON_AVOID_BORROWED_REFS
        Py_XDECREF(pos);
#endif
    }
    if (likely(key)) {
        PyErr_Format(PyExc_TypeError,
            "%s() got an unexpected keyword argument '%U'",
            function_name, key);
        Py_DECREF(key);
    }
}

/* DivInt[Py_ssize_t] */
static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b, int b_is_constant) {
    Py_ssize_t q = a / b;
    Py_ssize_t r = a - q*b;
    Py_ssize_t adapt_python = (b_is_constant ?
        ((r != 0) & ((r < 0) ^ (b < 0))) :
        ((r != 0) & ((r ^ b) < 0))
    );
    return q - adapt_python;
}

/* GetAttr3 */
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
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;
}
#endif
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r;
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    int res = PyObject_GetOptionalAttr(o, n, &r);
    return (res != 0) ? r : __Pyx_NewRef(d);
#else
  #if CYTHON_USE_TYPE_SLOTS
    if (likely(PyUnicode_Check(n))) {
        r = __Pyx_PyObject_GetAttrStrNoError(o, n);
        if (unlikely(!r) && likely(!PyErr_Occurred())) {
            r = __Pyx_NewRef(d);
        }
        return r;
    }
  #endif
    r = PyObject_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
#endif
}

/* PyDictVersioning (used by GetModuleGlobalName) */
#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_COMPILING_IN_LIMITED_API
    if (unlikely(!__pyx_m)) {
        if (!PyErr_Occurred())
            PyErr_SetNone(PyExc_NameError);
        return NULL;
    }
    result = PyObject_GetAttr(__pyx_m, name);
    if (likely(result)) {
        return result;
    }
    PyErr_Clear();
#elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
    if (unlikely(__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, name, &result) == -1)) PyErr_Clear();
    __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return result;
    }
#else
    result = _PyDict_GetItem_KnownHash(__pyx_mstate_global->__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
    PyErr_Clear();
#endif
    return __Pyx_GetBuiltinName(name);
}

/* 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");
}

/* RaiseNoneIterError */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

/* ExtTypeTest */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    __Pyx_TypeName obj_type_name;
    __Pyx_TypeName type_name;
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(__Pyx_TypeCheck(obj, type)))
        return 1;
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    type_name = __Pyx_PyType_GetFullyQualifiedName(type);
    PyErr_Format(PyExc_TypeError,
                 "Cannot convert " __Pyx_FMT_TYPENAME " to " __Pyx_FMT_TYPENAME,
                 obj_type_name, type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    __Pyx_DECREF_TypeName(type_name);
    return 0;
}

/* GetTopmostException (used by SaveResetException) */
#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_value == NULL || exc_info->exc_value == 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 && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    PyObject *exc_value = exc_info->exc_value;
    if (exc_value == NULL || exc_value == Py_None) {
        *value = NULL;
        *type = NULL;
        *tb = NULL;
    } else {
        *value = exc_value;
        Py_INCREF(*value);
        *type = (PyObject*) Py_TYPE(exc_value);
        Py_INCREF(*type);
        *tb = PyException_GetTraceback(exc_value);
    }
  #elif 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;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #endif
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = tstate->exc_info;
    PyObject *tmp_value = exc_info->exc_value;
    exc_info->exc_value = value;
    Py_XDECREF(tmp_value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
  #else
    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
}
#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 = NULL, *local_value, *local_tb = NULL;
#if CYTHON_FAST_THREAD_STATE
    PyObject *tmp_type, *tmp_value, *tmp_tb;
  #if PY_VERSION_HEX >= 0x030C0000
    local_value = tstate->current_exception;
    tstate->current_exception = 0;
  #else
    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;
  #endif
#elif __PYX_LIMITED_VERSION_HEX > 0x030C0000
    local_value = PyErr_GetRaisedException();
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
#if __PYX_LIMITED_VERSION_HEX > 0x030C0000
    if (likely(local_value)) {
        local_type = (PyObject*) Py_TYPE(local_value);
        Py_INCREF(local_type);
        local_tb = PyException_GetTraceback(local_value);
    }
#else
    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 (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
#endif // __PYX_LIMITED_VERSION_HEX > 0x030C0000
    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;
      #if PY_VERSION_HEX >= 0x030B00a4
        tmp_value = exc_info->exc_value;
        exc_info->exc_value = local_value;
        tmp_type = NULL;
        tmp_tb = NULL;
        Py_XDECREF(local_type);
        Py_XDECREF(local_tb);
      #else
        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;
      #endif
    }
    #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);
#elif __PYX_LIMITED_VERSION_HEX >= 0x030b0000
    PyErr_SetHandledException(local_value);
    Py_XDECREF(local_value);
    Py_XDECREF(local_type);
    Py_XDECREF(local_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
#if __PYX_LIMITED_VERSION_HEX <= 0x030C0000
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
#endif
}

/* 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 && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_value = exc_info->exc_value;
    exc_info->exc_value = *value;
    if (tmp_value == NULL || tmp_value == Py_None) {
        Py_XDECREF(tmp_value);
        tmp_value = NULL;
        tmp_type = NULL;
        tmp_tb = NULL;
    } else {
        tmp_type = (PyObject*) Py_TYPE(tmp_value);
        Py_INCREF(tmp_type);
        #if CYTHON_COMPILING_IN_CPYTHON
        tmp_tb = ((PyBaseExceptionObject*) tmp_value)->traceback;
        Py_XINCREF(tmp_tb);
        #else
        tmp_tb = PyException_GetTraceback(tmp_value);
        #endif
    }
  #elif 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

/* HasAttr (used by ImportImpl) */
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!PyUnicode_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_PyObject_GetAttrStrNoError(o, n);
    if (!r) {
        return (unlikely(PyErr_Occurred())) ? -1 : 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}
#endif

/* ImportImpl (used by Import) */
static int __Pyx__Import_GetModule(PyObject *qualname, PyObject **module) {
    PyObject *imported_module = PyImport_GetModule(qualname);
    if (unlikely(!imported_module)) {
        *module = NULL;
        if (PyErr_Occurred()) {
            return -1;
        }
        return 0;
    }
    *module = imported_module;
    return 1;
}
static int __Pyx__Import_Lookup(PyObject *qualname, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject **module) {
    PyObject *imported_module;
    PyObject *top_level_package_name;
    Py_ssize_t i;
    int status, module_found;
    Py_ssize_t dot_index;
    module_found = __Pyx__Import_GetModule(qualname, &imported_module);
    if (unlikely(!module_found || module_found == -1)) {
        *module = NULL;
        return module_found;
    }
    if (imported_names) {
        for (i = 0; i < len_imported_names; i++) {
            PyObject *imported_name = imported_names[i];
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
            int has_imported_attribute = PyObject_HasAttr(imported_module, imported_name);
#else
            int has_imported_attribute = PyObject_HasAttrWithError(imported_module, imported_name);
            if (unlikely(has_imported_attribute == -1)) goto error;
#endif
            if (!has_imported_attribute) {
                goto not_found;
            }
        }
        *module = imported_module;
        return 1;
    }
    dot_index = PyUnicode_FindChar(qualname, '.', 0, PY_SSIZE_T_MAX, 1);
    if (dot_index == -1) {
        *module = imported_module;
        return 1;
    }
    if (unlikely(dot_index == -2)) goto error;
    top_level_package_name = PyUnicode_Substring(qualname, 0, dot_index);
    if (unlikely(!top_level_package_name)) goto error;
    Py_DECREF(imported_module);
    status = __Pyx__Import_GetModule(top_level_package_name, module);
    Py_DECREF(top_level_package_name);
    return status;
error:
    Py_DECREF(imported_module);
    *module = NULL;
    return -1;
not_found:
    Py_DECREF(imported_module);
    *module = NULL;
    return 0;
}
static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level) {
    PyObject *module = 0;
    PyObject *empty_dict = 0;
    PyObject *from_list = 0;
    int module_found;
    if (!qualname) {
        qualname = name;
    }
    module_found = __Pyx__Import_Lookup(qualname, imported_names, len_imported_names, &module);
    if (likely(module_found == 1)) {
        return module;
    } else if (unlikely(module_found == -1)) {
        return NULL;
    }
    empty_dict = PyDict_New();
    if (unlikely(!empty_dict))
        goto bad;
    if (imported_names) {
#if CYTHON_COMPILING_IN_CPYTHON
        from_list = __Pyx_PyList_FromArray(imported_names, len_imported_names);
        if (unlikely(!from_list))
            goto bad;
#else
        from_list = PyList_New(len_imported_names);
        if (unlikely(!from_list)) goto bad;
        for (Py_ssize_t i=0; i<len_imported_names; ++i) {
            if (PyList_SetItem(from_list, i, __Pyx_NewRef(imported_names[i])) < 0) goto bad;
        }
#endif
    }
    if (level == -1) {
        const char* package_sep = strchr(__Pyx_MODULE_NAME, '.');
        if (package_sep != (0)) {
            module = PyImport_ImportModuleLevelObject(
                name, moddict, empty_dict, from_list, 1);
            if (unlikely(!module)) {
                if (unlikely(!PyErr_ExceptionMatches(PyExc_ImportError)))
                    goto bad;
                PyErr_Clear();
            }
        }
        level = 0;
    }
    if (!module) {
        module = PyImport_ImportModuleLevelObject(
            name, moddict, empty_dict, from_list, level);
    }
bad:
    Py_XDECREF(from_list);
    Py_XDECREF(empty_dict);
    return module;
}

/* Import */
static PyObject *__Pyx_Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, int level) {
    return __Pyx__Import(name, imported_names, len_imported_names, qualname, __pyx_mstate_global->__pyx_d, level);
}

/* FastTypeChecks */
#if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*);
        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);
}
static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (cls == a || cls == b) return 1;
    mro = cls->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            PyObject *base = PyTuple_GET_ITEM(mro, i);
            if (base == (PyObject *)a || base == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b);
}
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    if (exc_type1) {
        return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2);
    } else {
        return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
}
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);
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
    for (i=0; i<n; i++) {
        PyObject *t = PyTuple_GET_ITEM(tuple, i);
        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

/* PySequenceMultiply */
#if CYTHON_USE_TYPE_SLOTS
static PyObject* __Pyx_PySequence_Multiply_Generic(PyObject *seq, Py_ssize_t mul) {
    PyObject *result, *pymul = PyLong_FromSsize_t(mul);
    if (unlikely(!pymul))
        return NULL;
    result = PyNumber_Multiply(seq, pymul);
    Py_DECREF(pymul);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul) {
    PyTypeObject *type = Py_TYPE(seq);
    if (likely(type->tp_as_sequence && type->tp_as_sequence->sq_repeat)) {
        return type->tp_as_sequence->sq_repeat(seq, mul);
    } else {
        return __Pyx_PySequence_Multiply_Generic(seq, mul);
    }
}
#endif

/* PyObjectFormatAndDecref */
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f) {
    if (unlikely(!s)) return NULL;
    if (likely(PyUnicode_CheckExact(s))) return s;
    return __Pyx_PyObject_FormatAndDecref(s, f);
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f) {
    PyObject *result;
    if (unlikely(!s)) return NULL;
    result = PyObject_Format(s, f);
    Py_DECREF(s);
    return result;
}

/* PyObjectFormat */
#if CYTHON_USE_UNICODE_WRITER
static PyObject* __Pyx_PyObject_Format(PyObject* obj, PyObject* format_spec) {
    int ret;
    _PyUnicodeWriter writer;
    if (likely(PyFloat_CheckExact(obj))) {
        _PyUnicodeWriter_Init(&writer);
        ret = _PyFloat_FormatAdvancedWriter(
            &writer,
            obj,
            format_spec, 0, PyUnicode_GET_LENGTH(format_spec));
    } else if (likely(PyLong_CheckExact(obj))) {
        _PyUnicodeWriter_Init(&writer);
        ret = _PyLong_FormatAdvancedWriter(
            &writer,
            obj,
            format_spec, 0, PyUnicode_GET_LENGTH(format_spec));
    } else {
        return PyObject_Format(obj, format_spec);
    }
    if (unlikely(ret == -1)) {
        _PyUnicodeWriter_Dealloc(&writer);
        return NULL;
    }
    return _PyUnicodeWriter_Finish(&writer);
}
#endif

/* SetItemInt */
static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) {
    int r;
    if (unlikely(!j)) return -1;
    r = PyObject_SetItem(o, j, v);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list,
                                               int wraparound, int boundscheck, int unsafe_shared) {
    CYTHON_MAYBE_UNUSED_VAR(unsafe_shared);
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o));
        if ((CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS && !__Pyx_IS_UNIQUELY_REFERENCED(o, unsafe_shared))) {
            Py_INCREF(v);
            return PyList_SetItem(o, n, v);
        } else if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o)))) {
            PyObject* old;
            Py_INCREF(v);
            old = PyList_GET_ITEM(o, n);
            PyList_SET_ITEM(o, n, v);
            Py_DECREF(old);
            return 0;
        }
    } else
#endif
#if CYTHON_USE_TYPE_SLOTS && !CYTHON_COMPILING_IN_PYPY
    {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (!is_list && mm && mm->mp_ass_subscript) {
            int r;
            PyObject *key = PyLong_FromSsize_t(i);
            if (unlikely(!key)) return -1;
            r = mm->mp_ass_subscript(o, key, v);
            Py_DECREF(key);
            return r;
        }
        if (is_list || likely(sm && sm->sq_ass_item)) {
            if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) {
                Py_ssize_t l = sm->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return -1;
                    PyErr_Clear();
                }
            }
            return sm->sq_ass_item(o, i, v);
        }
    }
#else
    if (is_list || !PyMapping_Check(o)) {
        return PySequence_SetItem(o, i, v);
    }
#endif
    (void)wraparound;
    (void)boundscheck;
    return __Pyx_SetItemInt_Generic(o, PyLong_FromSsize_t(i), v);
}

/* RaiseUnboundLocalError */
static void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

/* DivInt[long] */
static CYTHON_INLINE long __Pyx_div_long(long a, long b, int b_is_constant) {
    long q = a / b;
    long r = a - q*b;
    long adapt_python = (b_is_constant ?
        ((r != 0) & ((r < 0) ^ (b < 0))) :
        ((r != 0) & ((r ^ b) < 0))
    );
    return q - adapt_python;
}

/* Profile */
#if CYTHON_PROFILE || CYTHON_TRACE
#if CYTHON_TRACE && !CYTHON_USE_SYS_MONITORING
static int __Pyx_call_line_trace_func(PyThreadState *tstate, PyFrameObject *frame, int line) {
    int ret;
    PyObject *type, *value, *traceback;
    __Pyx_ErrFetchInState(tstate, &type, &value, &traceback);
    __Pyx_PyFrame_SetLineNumber(frame, line);
    __Pyx_EnterTracing(tstate);
    ret = tstate->c_tracefunc(tstate->c_traceobj, frame, PyTrace_LINE, NULL);
    __Pyx_LeaveTracing(tstate);
    if (likely(!ret)) {
        __Pyx_ErrRestoreInState(tstate, type, value, traceback);
    } else {
        Py_XDECREF(type);
        Py_XDECREF(value);
        Py_XDECREF(traceback);
    }
    return ret;
}
#endif
CYTHON_UNUSED static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno) {
    PyCodeObject *py_code = PyCode_NewEmpty(srcfile, funcname, firstlineno);
    if (likely(py_code)) {
        py_code->co_flags |= CO_OPTIMIZED | CO_NEWLOCALS;
    }
    return py_code;
}
#if CYTHON_USE_SYS_MONITORING
CYTHON_UNUSED static int __Pyx__TraceStartFunc(PyMonitoringState *state_array, PyObject *code_obj, int offset, int skip_event) {
    int ret;
    __pyx_monitoring_version_type version = 0;
    ret = PyMonitoring_EnterScope(state_array, &version, __Pyx_MonitoringEventTypes, __Pyx_MonitoringEventTypes_CyFunc_count);
    if (unlikely(ret == -1)) return -1;
    return skip_event ? 0 : PyMonitoring_FirePyStartEvent(&state_array[__Pyx_Monitoring_PY_START], code_obj, offset);
}
CYTHON_UNUSED static int __Pyx__TraceStartGen(PyMonitoringState *state_array, __pyx_monitoring_version_type *version, PyObject *code_obj, int offset) {
    int ret;
    ret = PyMonitoring_EnterScope(state_array, version, __Pyx_MonitoringEventTypes, __Pyx_MonitoringEventTypes_CyGen_count);
    if (unlikely(ret == -1)) return -1;
    return PyMonitoring_FirePyStartEvent(&state_array[__Pyx_Monitoring_PY_START], code_obj, offset);
}
CYTHON_UNUSED static int __Pyx__TraceResumeGen(PyMonitoringState *state_array, __pyx_monitoring_version_type *version, PyObject *code_obj, int offset) {
    int ret;
    ret = PyMonitoring_EnterScope(state_array, version, __Pyx_MonitoringEventTypes, __Pyx_MonitoringEventTypes_CyGen_count);
    if (unlikely(ret == -1)) return -1;
    return PyMonitoring_FirePyResumeEvent(&state_array[__Pyx_Monitoring_PY_RESUME], code_obj, offset);
}
CYTHON_UNUSED static void __Pyx__TraceException(PyMonitoringState *monitoring_state, PyObject *code_obj, int offset, int reraised) {
    if (reraised) {
        (void) PyMonitoring_FireReraiseEvent(monitoring_state, code_obj, offset);
    } else {
        (void) PyMonitoring_FireRaiseEvent(monitoring_state, code_obj, offset);
    }
}
#if CYTHON_TRACE
CYTHON_UNUSED static int __Pyx__TraceLine(PyMonitoringState *monitoring_state, PyObject *code_obj, int line, int offset) {
    int ret;
    PyObject *exc = PyErr_GetRaisedException();
    ret = PyMonitoring_FireLineEvent(monitoring_state, code_obj, offset, line);
    if (exc) PyErr_SetRaisedException(exc);
    return ret;
}
#endif
#else
static int __Pyx_TraceSetupAndCall(PyCodeObject** code,
                                   PyFrameObject** frame,
                                   PyThreadState* tstate,
                                   const char *funcname,
                                   const char *srcfile,
                                   int firstlineno,
                                   int skip_event) {
    if (*frame == NULL || !CYTHON_PROFILE_REUSE_FRAME) {
        int needs_new_code_obj = (*code == NULL);
        if (needs_new_code_obj) {
            *code = __Pyx_createFrameCodeObject(funcname, srcfile, firstlineno);
            if (*code == NULL) return 0;
        }
        *frame = PyFrame_New(
            tstate,                          /*PyThreadState *tstate*/
            *code,                           /*PyCodeObject *code*/
            __pyx_mstate_global->__pyx_d,    /*PyObject *globals*/
            0                                /*PyObject *locals*/
        );
        if (needs_new_code_obj && !CYTHON_PROFILE_REUSE_CODEOBJ)
            Py_CLEAR(*code); // otherwise the reference is owned externally
        if (*frame == NULL) return 0;
        if (CYTHON_TRACE && (*frame)->f_trace == NULL) {
            Py_INCREF(Py_None);
            (*frame)->f_trace = Py_None;
        }
    }
    if (!skip_event) {
        PyObject *type, *value, *traceback;
        int retval = 1;
        __Pyx_PyFrame_SetLineNumber(*frame, firstlineno);
        __Pyx_EnterTracing(tstate);
        __Pyx_ErrFetchInState(tstate, &type, &value, &traceback);
        #if CYTHON_TRACE
        if (tstate->c_tracefunc)
            retval = tstate->c_tracefunc(tstate->c_traceobj, *frame, PyTrace_CALL, NULL) == 0;
        if (retval && tstate->c_profilefunc)
        #endif
            retval = tstate->c_profilefunc(tstate->c_profileobj, *frame, PyTrace_CALL, NULL) == 0;
        __Pyx_LeaveTracing(tstate);
        if (unlikely(!retval)) {
            Py_XDECREF(type);
            Py_XDECREF(value);
            Py_XDECREF(traceback);
            return -1;
        }
        __Pyx_ErrRestoreInState(tstate, type, value, traceback);
    }
    return __Pyx_IsTracing(tstate, 0, 0);
}
#endif
#endif

/* WriteUnraisableException */
static void __Pyx_WriteUnraisable(const char *name, int clineno,
                                  int lineno, const char *filename,
                                  int full_traceback, int nogil) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_PyThreadState_declare
    PyGILState_STATE state;
    if (nogil)
        state = PyGILState_Ensure();
    else state = (PyGILState_STATE)0;
    CYTHON_UNUSED_VAR(clineno);
    CYTHON_UNUSED_VAR(lineno);
    CYTHON_UNUSED_VAR(filename);
    CYTHON_MAYBE_UNUSED_VAR(nogil);
    __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(0);
    }
    ctx = PyUnicode_FromString(name);
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
    if (nogil)
        PyGILState_Release(state);
}

/* tp_new */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject* __Pyx_tp_new_fallback(PyObject* type_obj, PyObject* args, PyObject* kwargs) {
    PyObject *new_func = NULL, *new_args = NULL, *obj;
    Py_ssize_t i, nargs = PyTuple_Size(args);
    if (unlikely(nargs < 0)) goto bad;
    new_args = PyTuple_New(nargs + 1);
    if (unlikely(!new_args)) goto bad;
    for (i = 0; i < nargs + 1; i++) {
        PyObject *item = (i == 0) ? type_obj : PyTuple_GetItem(args, i - 1);
        if (unlikely(!item)) goto bad;
        Py_INCREF(item);
        if (unlikely(PyTuple_SetItem(new_args, i, item)) < 0) goto bad;
    }
    new_func = PyObject_GetAttrString(type_obj, "__new__");
    if (unlikely(!new_func)) goto bad;
    obj = PyObject_Call(new_func, new_args, kwargs);
    Py_DECREF(new_func);
    Py_DECREF(new_args);
    return obj;
 bad:
    Py_XDECREF(new_func);
    Py_XDECREF(new_args);
    return NULL;
}
#endif
static PyObject* __Pyx_tp_new_kwargs(PyObject* type_obj, PyObject* args, PyObject* kwargs) {
    newfunc tp_new = __Pyx_PyType_TryGetSlot((PyTypeObject*)type_obj, tp_new, newfunc);
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
    if (!tp_new) return __Pyx_tp_new_fallback(type_obj, args, kwargs);
#else
    assert(tp_new != NULL);
#endif
    return tp_new((PyTypeObject*)type_obj, args, kwargs);
}

/* PyObjectVectorCallKwBuilder (used by PyObjectVectorCallMethodKwBuilder) */
#if CYTHON_VECTORCALL
static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) {
    (void)__Pyx_PyObject_FastCallDict;
    if (__Pyx_PyTuple_SET_ITEM(builder, n, key) != (0)) return -1;
    Py_INCREF(key);
    args[n] = value;
    return 0;
}
CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) {
    (void)__Pyx_VectorcallBuilder_AddArgStr;
    if (unlikely(!PyUnicode_Check(key))) {
        PyErr_SetString(PyExc_TypeError, "keywords must be strings");
        return -1;
    }
    return __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n);
}
static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n) {
    PyObject *pyKey = PyUnicode_FromString(key);
    if (!pyKey) return -1;
    return __Pyx_VectorcallBuilder_AddArg(pyKey, value, builder, args, n);
}
#else // CYTHON_VECTORCALL
CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, CYTHON_UNUSED PyObject **args, CYTHON_UNUSED int n) {
    if (unlikely(!PyUnicode_Check(key))) {
        PyErr_SetString(PyExc_TypeError, "keywords must be strings");
        return -1;
    }
    return PyDict_SetItem(builder, key, value);
}
#endif

/* PyObjectVectorCallMethodKwBuilder */
#if !CYTHON_VECTORCALL || PY_VERSION_HEX < 0x03090000
static PyObject *__Pyx_Object_VectorcallMethod_CallFromBuilder(PyObject *name, PyObject *const *args, size_t nargsf, PyObject *kwnames) {
    PyObject *result;
    PyObject *obj = PyObject_GetAttr(args[0], name);
    if (unlikely(!obj))
        return NULL;
    result = __Pyx_Object_Vectorcall_CallFromBuilder(obj, args+1, nargsf-1, kwnames);
    Py_DECREF(obj);
    return result;
}
#endif

/* PyObjectCall2Args (used by CallUnboundCMethod1) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
    PyObject *args[3] = {NULL, arg1, arg2};
    return __Pyx_PyObject_FastCall(function, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* CallUnboundCMethod1 */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg) {
    int was_initialized =  __Pyx_CachedCFunction_GetAndSetInitializing(cfunc);
    if (likely(was_initialized == 2 && cfunc->func)) {
        int flag = cfunc->flag;
        if (flag == METH_O) {
            return __Pyx_CallCFunction(cfunc, self, arg);
        } else if (flag == METH_FASTCALL) {
            return __Pyx_CallCFunctionFast(cfunc, self, &arg, 1);
        } else if (flag == (METH_FASTCALL | METH_KEYWORDS)) {
            return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, &arg, 1, NULL);
        }
    }
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    else if (unlikely(was_initialized == 1)) {
        __Pyx_CachedCFunction tmp_cfunc = {
#ifndef __cplusplus
            0
#endif
        };
        tmp_cfunc.type = cfunc->type;
        tmp_cfunc.method_name = cfunc->method_name;
        return __Pyx__CallUnboundCMethod1(&tmp_cfunc, self, arg);
    }
#endif
    PyObject* result = __Pyx__CallUnboundCMethod1(cfunc, self, arg);
    __Pyx_CachedCFunction_SetFinishedInitializing(cfunc);
    return result;
}
#endif
static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg){
    PyObject *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)) {
        PyObject *args = PyTuple_New(1);
        if (unlikely(!args)) return NULL;
        Py_INCREF(arg);
        PyTuple_SET_ITEM(args, 0, arg);
        if (cfunc->flag & METH_KEYWORDS)
            result = __Pyx_CallCFunctionWithKeywords(cfunc, self, args, NULL);
        else
            result = __Pyx_CallCFunction(cfunc, self, args);
        Py_DECREF(args);
    } else
#endif
    {
        result = __Pyx_PyObject_Call2Args(cfunc->method, self, arg);
    }
    return result;
}

/* dict_getitem_default */
static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value) {
    PyObject* value;
#if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (unlikely(PyErr_Occurred()))
            return NULL;
        value = default_value;
    }
    Py_INCREF(value);
    if ((1));
#else
    if (PyBytes_CheckExact(key) || PyUnicode_CheckExact(key) || PyLong_CheckExact(key)) {
        value = PyDict_GetItem(d, key);
        if (unlikely(!value)) {
            value = default_value;
        }
        Py_INCREF(value);
    }
#endif
    else {
        if (default_value == Py_None)
            value = __Pyx_CallUnboundCMethod1(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_get, d, key);
        else
            value = __Pyx_CallUnboundCMethod2(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_get, d, key, default_value);
    }
    return value;
}

/* IterFinish */
static CYTHON_INLINE int __Pyx_IterFinish(void) {
    PyObject* exc_type;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    exc_type = __Pyx_PyErr_CurrentExceptionType();
    if (unlikely(exc_type)) {
        if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)))
            return -1;
        __Pyx_PyErr_Clear();
        return 0;
    }
    return 0;
}

/* UnpackItemEndCheck */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    }
    return __Pyx_IterFinish();
}

/* PyLongCompare */
static CYTHON_INLINE int __Pyx_PyLong_BoolNeObjC(PyObject *op1, PyObject *op2, long intval, long inplace) {
    CYTHON_MAYBE_UNUSED_VAR(intval);
    CYTHON_UNUSED_VAR(inplace);
    if (op1 == op2) {
        return 0;
    }
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        int unequal;
        unsigned long uintval;
        Py_ssize_t size = __Pyx_PyLong_DigitCount(op1);
        const digit* digits = __Pyx_PyLong_Digits(op1);
        if (intval == 0) {
            return (__Pyx_PyLong_IsZero(op1) != 1);
        } else if (intval < 0) {
            if (__Pyx_PyLong_IsNonNeg(op1))
                return 1;
            intval = -intval;
        } else {
            if (__Pyx_PyLong_IsNeg(op1))
                return 1;
        }
        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));
        return (unequal != 0);
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = __Pyx_PyFloat_AS_DOUBLE(op1);
        return ((double)a != (double)b);
    }
    return __Pyx_PyObject_IsTrueAndDecref(
        PyObject_RichCompare(op1, op2, Py_NE));
}

/* 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 && PY_VERSION_HEX < 0x030d0000
    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
    CYTHON_UNUSED_VAR(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 || PY_VERSION_HEX >= 0x030d0000 || unlikely(!source_is_set)) {
        *value = PyIter_Next(iter_obj);
        if (unlikely(!*value)) {
            return __Pyx_IterFinish();
        }
        CYTHON_UNUSED_VAR(orig_length);
        CYTHON_UNUSED_VAR(ppos);
        return 1;
    }
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
    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;
}

/* 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) {
    __Pyx_TypeName obj_type_name;
#if CYTHON_USE_TYPE_SLOTS
    PyMappingMethods* 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 = PyLong_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 = PyLong_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;
    }
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "'" __Pyx_FMT_TYPENAME "' object is unsliceable", obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
bad:
    return NULL;
}

/* PyLongBinop */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_Fallback___Pyx_PyLong_AddObjC(PyObject *op1, PyObject *op2, int inplace) {
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#if CYTHON_USE_PYLONG_INTERNALS
static PyObject* __Pyx_Unpacked___Pyx_PyLong_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check) {
    CYTHON_MAYBE_UNUSED_VAR(inplace);
    CYTHON_UNUSED_VAR(zerodivision_check);
    const long b = intval;
    long a;
    const PY_LONG_LONG llb = intval;
    PY_LONG_LONG lla;
    if (unlikely(__Pyx_PyLong_IsZero(op1))) {
        return __Pyx_NewRef(op2);
    }
    const int is_positive = __Pyx_PyLong_IsPos(op1);
    const digit* digits = __Pyx_PyLong_Digits(op1);
    const Py_ssize_t size = __Pyx_PyLong_DigitCount(op1);
    if (likely(size == 1)) {
        a = (long) digits[0];
        if (!is_positive) a *= -1;
    } 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]));
                    if (!is_positive) a *= -1;
                    goto calculate_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]));
                    if (!is_positive) lla *= -1;
                    goto calculate_long_long;
                }
                break;
            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]));
                    if (!is_positive) a *= -1;
                    goto calculate_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]));
                    if (!is_positive) lla *= -1;
                    goto calculate_long_long;
                }
                break;
            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]));
                    if (!is_positive) a *= -1;
                    goto calculate_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]));
                    if (!is_positive) lla *= -1;
                    goto calculate_long_long;
                }
                break;
        }
        return PyLong_Type.tp_as_number->nb_add(op1, op2);
    }
    calculate_long:
        {
            long x;
            x = a + b;
            return PyLong_FromLong(x);
        }
    calculate_long_long:
        {
            PY_LONG_LONG llx;
            llx = lla + llb;
            return PyLong_FromLongLong(llx);
        }
    
}
#endif
static PyObject* __Pyx_Float___Pyx_PyLong_AddObjC(PyObject *float_val, long intval, int zerodivision_check) {
    CYTHON_UNUSED_VAR(zerodivision_check);
    const long b = intval;
    double a = __Pyx_PyFloat_AS_DOUBLE(float_val);
        double result;
        
        result = ((double)a) + (double)b;
        return PyFloat_FromDouble(result);
}
static CYTHON_INLINE PyObject* __Pyx_PyLong_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check) {
    CYTHON_MAYBE_UNUSED_VAR(intval);
    CYTHON_UNUSED_VAR(zerodivision_check);
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        return __Pyx_Unpacked___Pyx_PyLong_AddObjC(op1, op2, intval, inplace, zerodivision_check);
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        return __Pyx_Float___Pyx_PyLong_AddObjC(op1, intval, zerodivision_check);
    }
    return __Pyx_Fallback___Pyx_PyLong_AddObjC(op1, op2, inplace);
}
#endif

/* RaiseClosureNameError */
static void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

/* DictGetItem */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
    PyObject *value;
    if (unlikely(__Pyx_PyDict_GetItemRef(d, key, &value) == 0)) { // no value, no error
        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 value;
}
#endif

/* PyLongCompare */
static CYTHON_INLINE int __Pyx_PyLong_BoolEqObjC(PyObject *op1, PyObject *op2, long intval, long inplace) {
    CYTHON_MAYBE_UNUSED_VAR(intval);
    CYTHON_UNUSED_VAR(inplace);
    if (op1 == op2) {
        return 1;
    }
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        int unequal;
        unsigned long uintval;
        Py_ssize_t size = __Pyx_PyLong_DigitCount(op1);
        const digit* digits = __Pyx_PyLong_Digits(op1);
        if (intval == 0) {
            return (__Pyx_PyLong_IsZero(op1) == 1);
        } else if (intval < 0) {
            if (__Pyx_PyLong_IsNonNeg(op1))
                return 0;
            intval = -intval;
        } else {
            if (__Pyx_PyLong_IsNeg(op1))
                return 0;
        }
        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));
        return (unequal == 0);
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = __Pyx_PyFloat_AS_DOUBLE(op1);
        return ((double)a == (double)b);
    }
    return __Pyx_PyObject_IsTrueAndDecref(
        PyObject_RichCompare(op1, op2, Py_EQ));
}

/* PyObjectCallNoArg (used by pyfrozenset_new) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
    PyObject *arg[2] = {NULL, NULL};
    return __Pyx_PyObject_FastCall(func, arg + 1, 0 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* pyfrozenset_new (used by PySetContains) */
static CYTHON_INLINE PyObject* __Pyx_PyFrozenSet_New(PyObject* it) {
    if (it) {
        PyObject* result;
#if CYTHON_COMPILING_IN_PYPY
        PyObject* args;
        args = PyTuple_Pack(1, it);
        if (unlikely(!args))
            return NULL;
        result = PyObject_Call((PyObject*)&PyFrozenSet_Type, args, NULL);
        Py_DECREF(args);
        return result;
#else
        if (PyFrozenSet_CheckExact(it)) {
            Py_INCREF(it);
            return it;
        }
        result = PyFrozenSet_New(it);
        if (unlikely(!result))
            return NULL;
        if ((__PYX_LIMITED_VERSION_HEX >= 0x030A0000)
#if CYTHON_COMPILING_IN_LIMITED_API
            || __Pyx_get_runtime_version() >= 0x030A0000
#endif
            )
            return result;
        {
            Py_ssize_t size = __Pyx_PySet_GET_SIZE(result);
            if (likely(size > 0))
                return result;
#if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely(size < 0)) {
                Py_DECREF(result);
                return NULL;
            }
#endif
        }
        Py_DECREF(result);
#endif
    }
    return __Pyx_PyObject_CallNoArg((PyObject*) &PyFrozenSet_Type);
}

/* PySetContains */
static int __Pyx_PySet_ContainsUnhashable(PyObject *set, PyObject *key) {
    int result = -1;
    if (PySet_Check(key) && PyErr_ExceptionMatches(PyExc_TypeError)) {
        PyObject *tmpkey;
        PyErr_Clear();
        tmpkey = __Pyx_PyFrozenSet_New(key);
        if (tmpkey != NULL) {
            result = PySet_Contains(set, tmpkey);
            Py_DECREF(tmpkey);
        }
    }
    return result;
}
static CYTHON_INLINE int __Pyx_PySet_ContainsTF(PyObject* key, PyObject* set, int eq) {
    int result = PySet_Contains(set, key);
    if (unlikely(result < 0)) {
        result = __Pyx_PySet_ContainsUnhashable(set, key);
    }
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* CoroutineSetYieldFrom (used by GeneratorYieldFrom) */
static void
__Pyx_Coroutine_Set_Owned_Yield_From(__pyx_CoroutineObject *gen, PyObject *yf) {
    assert (!gen->yieldfrom);
#if CYTHON_USE_AM_SEND
    assert (!gen->yieldfrom_am_send);
    #if PY_VERSION_HEX < 0x030A00F0
    if (__Pyx_PyType_HasFeature(Py_TYPE(yf), __Pyx_TPFLAGS_HAVE_AM_SEND))
    #endif
    {
        __Pyx_pyiter_sendfunc am_send;
        #if __PYX_LIMITED_VERSION_HEX >= 0x030A0000
        am_send = __Pyx_PyObject_TryGetSubSlot(yf, tp_as_async, am_send, __Pyx_pyiter_sendfunc);
        #else
        __Pyx_PyAsyncMethodsStruct* tp_as_async = (__Pyx_PyAsyncMethodsStruct*) Py_TYPE(yf)->tp_as_async;
        am_send = tp_as_async ? tp_as_async->am_send : NULL;
        #endif
        if (likely(am_send)) {
            gen->yieldfrom_am_send = am_send;
        }
    }
#endif
    gen->yieldfrom = yf;
}

/* dict_setdefault (used by FetchCommonType) */
static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) {
    PyObject* value;
#if __PYX_LIMITED_VERSION_HEX >= 0x030F0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4)
    PyDict_SetDefaultRef(d, key, default_value, &value);
#elif CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX >= 0x030C0000
    PyObject *args[] = {d, key, default_value};
    value = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_n_u_setdefault, args, 3 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL);
#elif CYTHON_COMPILING_IN_LIMITED_API
    value = PyObject_CallMethodObjArgs(d, __pyx_mstate_global->__pyx_n_u_setdefault, key, default_value, NULL);
#else
    value = PyDict_SetDefault(d, key, default_value);
    if (unlikely(!value)) return NULL;
    Py_INCREF(value);
#endif
    return value;
}

/* LimitedApiGetTypeDict (used by SetItemOnTypeDict) */
#if CYTHON_COMPILING_IN_LIMITED_API
static Py_ssize_t __Pyx_GetTypeDictOffset(void) {
    PyObject *tp_dictoffset_o;
    Py_ssize_t tp_dictoffset;
    tp_dictoffset_o = PyObject_GetAttrString((PyObject*)(&PyType_Type), "__dictoffset__");
    if (unlikely(!tp_dictoffset_o)) return -1;
    tp_dictoffset = PyLong_AsSsize_t(tp_dictoffset_o);
    Py_DECREF(tp_dictoffset_o);
    if (unlikely(tp_dictoffset == 0)) {
        PyErr_SetString(
            PyExc_TypeError,
            "'type' doesn't have a dictoffset");
        return -1;
    } else if (unlikely(tp_dictoffset < 0)) {
        PyErr_SetString(
            PyExc_TypeError,
            "'type' has an unexpected negative dictoffset. "
            "Please report this as Cython bug");
        return -1;
    }
    return tp_dictoffset;
}
static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp) {
    static Py_ssize_t tp_dictoffset = 0;
    if (unlikely(tp_dictoffset == 0)) {
        tp_dictoffset = __Pyx_GetTypeDictOffset();
        if (unlikely(tp_dictoffset == -1 && PyErr_Occurred())) {
            tp_dictoffset = 0; // try again next time?
            return NULL;
        }
    }
    return *(PyObject**)((char*)tp + tp_dictoffset);
}
#endif

/* SetItemOnTypeDict (used by FixUpExtensionType) */
static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v) {
    int result;
    PyObject *tp_dict;
#if CYTHON_COMPILING_IN_LIMITED_API
    tp_dict = __Pyx_GetTypeDict(tp);
    if (unlikely(!tp_dict)) return -1;
#else
    tp_dict = tp->tp_dict;
#endif
    result = PyDict_SetItem(tp_dict, k, v);
    if (likely(!result)) {
        PyType_Modified(tp);
        if (unlikely(PyObject_HasAttr(v, __pyx_mstate_global->__pyx_n_u_set_name))) {
            PyObject *setNameResult = PyObject_CallMethodObjArgs(v, __pyx_mstate_global->__pyx_n_u_set_name,  (PyObject *) tp, k, NULL);
            if (!setNameResult) return -1;
            Py_DECREF(setNameResult);
        }
    }
    return result;
}

/* FixUpExtensionType (used by FetchCommonType) */
static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) {
#if __PYX_LIMITED_VERSION_HEX > 0x030900B1
    CYTHON_UNUSED_VAR(spec);
    CYTHON_UNUSED_VAR(type);
    CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict);
#else
    const PyType_Slot *slot = spec->slots;
    int changed = 0;
#if !CYTHON_COMPILING_IN_LIMITED_API
    while (slot && slot->slot && slot->slot != Py_tp_members)
        slot++;
    if (slot && slot->slot == Py_tp_members) {
#if !CYTHON_COMPILING_IN_CPYTHON
        const
#endif  // !CYTHON_COMPILING_IN_CPYTHON)
            PyMemberDef *memb = (PyMemberDef*) slot->pfunc;
        while (memb && memb->name) {
            if (memb->name[0] == '_' && memb->name[1] == '_') {
                if (strcmp(memb->name, "__weaklistoffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_weaklistoffset = memb->offset;
                    changed = 1;
                }
                else if (strcmp(memb->name, "__dictoffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_dictoffset = memb->offset;
                    changed = 1;
                }
#if CYTHON_METH_FASTCALL
                else if (strcmp(memb->name, "__vectorcalloffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_vectorcall_offset = memb->offset;
                    changed = 1;
                }
#endif  // CYTHON_METH_FASTCALL
#if !CYTHON_COMPILING_IN_PYPY
                else if (strcmp(memb->name, "__module__") == 0) {
                    PyObject *descr;
                    assert(memb->type == T_OBJECT);
                    assert(memb->flags == 0 || memb->flags == READONLY);
                    descr = PyDescr_NewMember(type, memb);
                    if (unlikely(!descr))
                        return -1;
                    int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr);
                    Py_DECREF(descr);
                    if (unlikely(set_item_result < 0)) {
                        return -1;
                    }
                    changed = 1;
                }
#endif  // !CYTHON_COMPILING_IN_PYPY
            }
            memb++;
        }
    }
#endif  // !CYTHON_COMPILING_IN_LIMITED_API
#if !CYTHON_COMPILING_IN_PYPY
    slot = spec->slots;
    while (slot && slot->slot && slot->slot != Py_tp_getset)
        slot++;
    if (slot && slot->slot == Py_tp_getset) {
        PyGetSetDef *getset = (PyGetSetDef*) slot->pfunc;
        while (getset && getset->name) {
            if (getset->name[0] == '_' && getset->name[1] == '_' && strcmp(getset->name, "__module__") == 0) {
                PyObject *descr = PyDescr_NewGetSet(type, getset);
                if (unlikely(!descr))
                    return -1;
                #if CYTHON_COMPILING_IN_LIMITED_API
                PyObject *pyname = PyUnicode_FromString(getset->name);
                if (unlikely(!pyname)) {
                    Py_DECREF(descr);
                    return -1;
                }
                int set_item_result = __Pyx_SetItemOnTypeDict(type, pyname, descr);
                Py_DECREF(pyname);
                #else
                CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict);
                int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr);
                #endif
                Py_DECREF(descr);
                if (unlikely(set_item_result < 0)) {
                    return -1;
                }
                changed = 1;
            }
            ++getset;
        }
    }
#else
    CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict);
#endif  // !CYTHON_COMPILING_IN_PYPY
    if (changed)
        PyType_Modified(type);
#endif  // PY_VERSION_HEX > 0x030900B1
    return 0;
}

/* AddModuleRef (used by FetchSharedCythonModule) */
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
  static PyObject *__Pyx_PyImport_AddModuleObjectRef(PyObject *name) {
      PyObject *module_dict = PyImport_GetModuleDict();
      PyObject *m;
      if (PyMapping_GetOptionalItem(module_dict, name, &m) < 0) {
          return NULL;
      }
      if (m != NULL && PyModule_Check(m)) {
          return m;
      }
      Py_XDECREF(m);
      m = PyModule_NewObject(name);
      if (m == NULL)
          return NULL;
      if (PyDict_CheckExact(module_dict)) {
          PyObject *new_m;
          (void)PyDict_SetDefaultRef(module_dict, name, m, &new_m);
          Py_DECREF(m);
          return new_m;
      } else {
           if (PyObject_SetItem(module_dict, name, m) != 0) {
                Py_DECREF(m);
                return NULL;
            }
            return m;
      }
  }
  static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
      PyObject *py_name = PyUnicode_FromString(name);
      if (!py_name) return NULL;
      PyObject *module = __Pyx_PyImport_AddModuleObjectRef(py_name);
      Py_DECREF(py_name);
      return module;
  }
#elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000
  #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
#else
  static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
      PyObject *module = PyImport_AddModule(name);
      Py_XINCREF(module);
      return module;
  }
#endif

/* FetchSharedCythonModule (used by FetchCommonType) */
static PyObject *__Pyx_FetchSharedCythonABIModule(void) {
    return __Pyx_PyImport_AddModuleRef(__PYX_ABI_MODULE_NAME);
}

/* FetchCommonType (used by CommonTypesMetaclass) */
#if __PYX_LIMITED_VERSION_HEX < 0x030C0000
static PyObject* __Pyx_PyType_FromMetaclass(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) {
    PyObject *result = __Pyx_PyType_FromModuleAndSpec(module, spec, bases);
    if (result && metaclass) {
        PyObject *old_tp = (PyObject*)Py_TYPE(result);
    Py_INCREF((PyObject*)metaclass);
#if __PYX_LIMITED_VERSION_HEX >= 0x03090000
        Py_SET_TYPE(result, metaclass);
#else
        result->ob_type = metaclass;
#endif
        Py_DECREF(old_tp);
    }
    return result;
}
#else
#define __Pyx_PyType_FromMetaclass(me, mo, s, b) PyType_FromMetaclass(me, mo, s, b)
#endif
static int __Pyx_VerifyCachedType(PyObject *cached_type,
                               const char *name,
                               Py_ssize_t expected_basicsize) {
    Py_ssize_t basicsize;
    if (!PyType_Check(cached_type)) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s is not a type object", name);
        return -1;
    }
    if (expected_basicsize == 0) {
        return 0; // size is inherited, nothing useful to check
    }
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *py_basicsize;
    py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__");
    if (unlikely(!py_basicsize)) return -1;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = NULL;
    if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) return -1;
#else
    basicsize = ((PyTypeObject*) cached_type)->tp_basicsize;
#endif
    if (basicsize != expected_basicsize) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s has the wrong size, try recompiling",
            name);
        return -1;
    }
    return 0;
}
static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) {
    PyObject *abi_module = NULL, *cached_type = NULL, *abi_module_dict, *new_cached_type, *py_object_name;
    int get_item_ref_result;
    const char* object_name = strrchr(spec->name, '.');
    object_name = object_name ? object_name+1 : spec->name;
    py_object_name = PyUnicode_FromString(object_name);
    if (!py_object_name) return NULL;
    abi_module = __Pyx_FetchSharedCythonABIModule();
    if (!abi_module) goto done;
    abi_module_dict = PyModule_GetDict(abi_module);
    if (!abi_module_dict) goto done;
    get_item_ref_result = __Pyx_PyDict_GetItemRef(abi_module_dict, py_object_name, &cached_type);
    if (get_item_ref_result == 1) {
        if (__Pyx_VerifyCachedType(
              cached_type,
              object_name,
              spec->basicsize) < 0) {
            goto bad;
        }
        goto done;
    } else if (unlikely(get_item_ref_result == -1)) {
        goto bad;
    }
    cached_type = __Pyx_PyType_FromMetaclass(
        metaclass,
        CYTHON_USE_MODULE_STATE ? module : abi_module,
        spec, bases);
    if (unlikely(!cached_type)) goto bad;
    if (unlikely(__Pyx_fix_up_extension_type_from_spec(spec, (PyTypeObject *) cached_type) < 0)) goto bad;
    new_cached_type = __Pyx_PyDict_SetDefault(abi_module_dict, py_object_name, cached_type);
    if (unlikely(new_cached_type != cached_type)) {
        if (unlikely(!new_cached_type)) goto bad;
        Py_DECREF(cached_type);
        cached_type = new_cached_type;
        if (__Pyx_VerifyCachedType(
                cached_type,
                object_name,
                spec->basicsize) < 0) {
            goto bad;
        }
        goto done;
    } else {
        Py_DECREF(new_cached_type);
    }
done:
    Py_XDECREF(abi_module);
    Py_DECREF(py_object_name);
    assert(cached_type == NULL || PyType_Check(cached_type));
    return (PyTypeObject *) cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

/* CommonTypesMetaclass (used by CoroutineBase) */
static PyObject* __pyx_CommonTypesMetaclass_get_module(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED void* context) {
    return PyUnicode_FromString(__PYX_ABI_MODULE_NAME);
}
#if __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject* __pyx_CommonTypesMetaclass_call(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *args, CYTHON_UNUSED PyObject *kwds) {
    PyErr_SetString(PyExc_TypeError, "Cannot instantiate Cython internal types");
    return NULL;
}
static int __pyx_CommonTypesMetaclass_setattr(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *attr, CYTHON_UNUSED PyObject *value) {
    PyErr_SetString(PyExc_TypeError, "Cython internal types are immutable");
    return -1;
}
#endif
static PyGetSetDef __pyx_CommonTypesMetaclass_getset[] = {
    {"__module__", __pyx_CommonTypesMetaclass_get_module, NULL, NULL, NULL},
    {0, 0, 0, 0, 0}
};
static PyType_Slot __pyx_CommonTypesMetaclass_slots[] = {
    {Py_tp_getset, (void *)__pyx_CommonTypesMetaclass_getset},
    #if __PYX_LIMITED_VERSION_HEX < 0x030A0000
    {Py_tp_call, (void*)__pyx_CommonTypesMetaclass_call},
    {Py_tp_new, (void*)__pyx_CommonTypesMetaclass_call},
    {Py_tp_setattro, (void*)__pyx_CommonTypesMetaclass_setattr},
    #endif
    {0, 0}
};
static PyType_Spec __pyx_CommonTypesMetaclass_spec = {
    __PYX_TYPE_MODULE_PREFIX "_common_types_metatype",
    0,
    0,
    Py_TPFLAGS_IMMUTABLETYPE |
    Py_TPFLAGS_DISALLOW_INSTANTIATION |
    Py_TPFLAGS_DEFAULT,
    __pyx_CommonTypesMetaclass_slots
};
static int __pyx_CommonTypesMetaclass_init(PyObject *module) {
    __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module);
    PyObject *bases = PyTuple_Pack(1, &PyType_Type);
    if (unlikely(!bases)) {
        return -1;
    }
    mstate->__pyx_CommonTypesMetaclassType = __Pyx_FetchCommonTypeFromSpec(NULL, module, &__pyx_CommonTypesMetaclass_spec, bases);
    Py_DECREF(bases);
    if (unlikely(mstate->__pyx_CommonTypesMetaclassType == NULL)) {
        return -1;
    }
    return 0;
}

/* CallTypeTraverse (used by CoroutineBase) */
#if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000)
#else
static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg) {
    #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x03090000
    if (__Pyx_get_runtime_version() < 0x03090000) return 0;
    #endif
    if (!always_call) {
        PyTypeObject *base = __Pyx_PyObject_GetSlot(o, tp_base, PyTypeObject*);
        unsigned long flags = PyType_GetFlags(base);
        if (flags & Py_TPFLAGS_HEAPTYPE) {
            return 0;
        }
    }
    Py_VISIT((PyObject*)Py_TYPE(o));
    return 0;
}
#endif

/* IterNextPlain (used by CoroutineBase) */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject *__Pyx_GetBuiltinNext_LimitedAPI(void) {
    if (unlikely(!__pyx_mstate_global->__Pyx_GetBuiltinNext_LimitedAPI_cache))
        __pyx_mstate_global->__Pyx_GetBuiltinNext_LimitedAPI_cache = __Pyx_GetBuiltinName(__pyx_mstate_global->__pyx_n_u_next);
    return __pyx_mstate_global->__Pyx_GetBuiltinNext_LimitedAPI_cache;
}
#endif
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next_Plain(PyObject *iterator) {
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
    PyObject *result;
    PyObject *next = __Pyx_GetBuiltinNext_LimitedAPI();
    if (unlikely(!next)) return NULL;
    result = PyObject_CallFunctionObjArgs(next, iterator, NULL);
    return result;
#else
    (void)__Pyx_GetBuiltinName; // only for early limited API
    iternextfunc iternext = __Pyx_PyObject_GetIterNextFunc(iterator);
    assert(iternext);
    return iternext(iterator);
#endif
}

/* PyObjectGetMethod (used by PyObjectCallMethod1) */
#if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)))
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
    __Pyx_TypeName type_name;
    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 defined(Py_TPFLAGS_METHOD_DESCRIPTOR) && Py_TPFLAGS_METHOD_DESCRIPTOR
        if (__Pyx_PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_METHOD_DESCRIPTOR))
#else
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type)))
        #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 (likely(descr != NULL)) {
        *method = descr;
        return 0;
    }
    type_name = __Pyx_PyType_GetFullyQualifiedName(tp);
    PyErr_Format(PyExc_AttributeError,
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'",
                 type_name, name);
    __Pyx_DECREF_TypeName(type_name);
    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;
}
#endif

/* PyObjectCallMethod1 (used by CoroutineBase) */
#if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)))
static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
    PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
    Py_DECREF(method);
    return result;
}
#endif
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
#if CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))
    PyObject *args[2] = {obj, arg};
    (void) __Pyx_PyObject_CallOneArg;
    (void) __Pyx_PyObject_Call2Args;
    return PyObject_VectorcallMethod(method_name, args, 2 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL);
#else
    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);
#endif
}

/* ReturnWithStopIteration (used by CoroutineBase) */
static void __Pyx__ReturnWithStopIteration(PyObject* value, int async);
static CYTHON_INLINE void __Pyx_ReturnWithStopIteration(PyObject* value, int async, int iternext) {
    if (value == Py_None) {
        if (async || !iternext)
            PyErr_SetNone(async ? PyExc_StopAsyncIteration : PyExc_StopIteration);
        return;
    }
    __Pyx__ReturnWithStopIteration(value, async);
}
static void __Pyx__ReturnWithStopIteration(PyObject* value, int async) {
#if CYTHON_COMPILING_IN_CPYTHON
    __Pyx_PyThreadState_declare
#endif
    PyObject *exc;
    PyObject *exc_type = async ? PyExc_StopAsyncIteration : PyExc_StopIteration;
#if CYTHON_COMPILING_IN_CPYTHON
    if ((PY_VERSION_HEX >= (0x030C00A6)) || unlikely(PyTuple_Check(value) || PyExceptionInstance_Check(value))) {
        if (PY_VERSION_HEX >= (0x030e00A1)) {
            exc = __Pyx_PyObject_CallOneArg(exc_type, value);
        } else {
            PyObject *args_tuple = PyTuple_New(1);
            if (unlikely(!args_tuple)) return;
            Py_INCREF(value);
            PyTuple_SET_ITEM(args_tuple, 0, value);
            exc = PyObject_Call(exc_type, args_tuple, NULL);
            Py_DECREF(args_tuple);
        }
        if (unlikely(!exc)) return;
    } else {
        Py_INCREF(value);
        exc = value;
    }
    #if CYTHON_FAST_THREAD_STATE
    __Pyx_PyThreadState_assign
    #if CYTHON_USE_EXC_INFO_STACK
    if (!__pyx_tstate->exc_info->exc_value)
    #else
    if (!__pyx_tstate->exc_type)
    #endif
    {
        Py_INCREF(exc_type);
        __Pyx_ErrRestore(exc_type, exc, NULL);
        return;
    }
    #endif
#else
    exc = __Pyx_PyObject_CallOneArg(exc_type, value);
    if (unlikely(!exc)) return;
#endif
    PyErr_SetObject(exc_type, exc);
    Py_DECREF(exc);
}

/* CoroutineBase (used by Generator) */
#if !CYTHON_COMPILING_IN_LIMITED_API
#include <frameobject.h>
#if PY_VERSION_HEX >= 0x030b00a6 && !defined(PYPY_VERSION)
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
#endif // CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE void
__Pyx_Coroutine_Undelegate(__pyx_CoroutineObject *gen) {
#if CYTHON_USE_AM_SEND
    gen->yieldfrom_am_send = NULL;
#endif
    Py_CLEAR(gen->yieldfrom);
}
static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *__pyx_tstate, PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    CYTHON_UNUSED_VAR(__pyx_tstate);
    __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;
        }
        else if (likely(__Pyx_IS_TYPE(ev, (PyTypeObject*)PyExc_StopIteration))) {
            #if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL
            value = PyObject_GetAttr(ev, __pyx_mstate_global->__pyx_n_u_value);
            if (unlikely(!value)) goto limited_api_failure;
            #else
            value = ((PyStopIterationObject *)ev)->value;
            Py_INCREF(value);
            #endif
            Py_DECREF(ev);
        }
        else if (unlikely(PyTuple_Check(ev))) {
            Py_ssize_t tuple_size = __Pyx_PyTuple_GET_SIZE(ev);
            #if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely(tuple_size < 0)) {
                Py_XDECREF(tb);
                Py_DECREF(ev);
                Py_DECREF(et);
                return -1;
            }
            #endif
            if (tuple_size >= 1) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                value = PyTuple_GET_ITEM(ev, 0);
                Py_INCREF(value);
#elif CYTHON_ASSUME_SAFE_MACROS
                value = PySequence_ITEM(ev, 0);
#else
                value = PySequence_GetItem(ev, 0);
                if (!value) goto limited_api_failure;
#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 CYTHON_COMPILING_IN_LIMITED_API
    value = PyObject_GetAttr(ev, __pyx_mstate_global->__pyx_n_u_value);
#else
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
#endif
    Py_DECREF(ev);
#if CYTHON_COMPILING_IN_LIMITED_API
    if (unlikely(!value)) return -1;
#endif
    *pvalue = value;
    return 0;
#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL || !CYTHON_ASSUME_SAFE_MACROS
  limited_api_failure:
    Py_XDECREF(et);
    Py_XDECREF(tb);
    Py_XDECREF(ev);
    return -1;
#endif
}
static CYTHON_INLINE
__Pyx_PySendResult __Pyx_Coroutine_status_from_result(PyObject **retval) {
    if (*retval) {
        return PYGEN_NEXT;
    } else if (likely(__Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, retval) == 0)) {
        return PYGEN_RETURN;
    } else {
        return PYGEN_ERROR;
    }
}
static CYTHON_INLINE
void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *exc_state) {
#if PY_VERSION_HEX >= 0x030B00a4
    Py_CLEAR(exc_state->exc_value);
#else
    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);
#endif
}
#define __Pyx_Coroutine_AlreadyRunningError(gen)  (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyRunningError(__pyx_CoroutineObject *gen) {
    const char *msg;
    CYTHON_MAYBE_UNUSED_VAR(gen);
    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);
}
static void __Pyx_Coroutine_AlreadyTerminatedError(PyObject *gen, PyObject *value, int closing) {
    CYTHON_MAYBE_UNUSED_VAR(gen);
    CYTHON_MAYBE_UNUSED_VAR(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(PyExc_StopAsyncIteration);
        else
        #endif
        PyErr_SetNone(PyExc_StopIteration);
    }
}
static
__Pyx_PySendResult __Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value, PyObject **result, int closing) {
    __Pyx_PyThreadState_declare
    PyThreadState *tstate;
    __Pyx_ExcInfoStruct *exc_state;
    PyObject *retval;
    assert(__Pyx_Coroutine_get_is_running(self));  // Callers should ensure is_running
    if (unlikely(self->resume_label == -1)) {
        __Pyx_Coroutine_AlreadyTerminatedError((PyObject*)self, value, closing);
        return PYGEN_ERROR;
    }
#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_value) {
        #if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY
        #else
        PyObject *exc_tb;
        #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON
        exc_tb = PyException_GetTraceback(exc_state->exc_value);
        #elif PY_VERSION_HEX >= 0x030B00a4
        exc_tb = ((PyBaseExceptionObject*) exc_state->exc_value)->traceback;
        #else
        exc_tb = exc_state->exc_traceback;
        #endif
        if (exc_tb) {
            PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
            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
            #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON
            Py_DECREF(exc_tb);
            #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
    retval = self->body(self, tstate, value);
#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
    *result = retval;
    if (self->resume_label == -1) {
        return likely(retval) ? PYGEN_RETURN : PYGEN_ERROR;
    }
    return PYGEN_NEXT;
}
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API
    CYTHON_UNUSED_VAR(exc_state);
#else
    PyObject *exc_tb;
    #if PY_VERSION_HEX >= 0x030B00a4
    if (!exc_state->exc_value) return;
    exc_tb = PyException_GetTraceback(exc_state->exc_value);
    #else
    exc_tb = exc_state->exc_traceback;
    #endif
    if (likely(exc_tb)) {
        PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
        PyFrameObject *f = tb->tb_frame;
        Py_CLEAR(f->f_back);
        #if PY_VERSION_HEX >= 0x030B00a4
        Py_DECREF(exc_tb);
        #endif
    }
#endif
}
#define __Pyx_Coroutine_MethodReturnFromResult(gen, result, retval, iternext)\
    ((result) == PYGEN_NEXT ? (retval) : __Pyx__Coroutine_MethodReturnFromResult(gen, result, retval, iternext))
static PyObject *
__Pyx__Coroutine_MethodReturnFromResult(PyObject* gen, __Pyx_PySendResult result, PyObject *retval, int iternext) {
    CYTHON_MAYBE_UNUSED_VAR(gen);
    if (likely(result == PYGEN_RETURN)) {
        int is_async = 0;
        #ifdef __Pyx_AsyncGen_USED
        is_async = __Pyx_AsyncGen_CheckExact(gen);
        #endif
        __Pyx_ReturnWithStopIteration(retval, is_async, iternext);
        Py_XDECREF(retval);
    }
    return NULL;
}
#if CYTHON_COMPILING_IN_CPYTHON
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 {
#if PY_VERSION_HEX < 0x030d00A1
            _PyGen_SetStopIterationValue(result);
#else
            if (!PyTuple_Check(result) && !PyExceptionInstance_Check(result)) {
                PyErr_SetObject(PyExc_StopIteration, result);
            } else {
                PyObject *exc = __Pyx_PyObject_CallOneArg(PyExc_StopIteration, result);
                if (likely(exc != NULL)) {
                    PyErr_SetObject(PyExc_StopIteration, exc);
                    Py_DECREF(exc);
                }
            }
#endif
        }
        Py_DECREF(result);
        result = NULL;
    }
    return result;
#endif
}
#endif
static CYTHON_INLINE __Pyx_PySendResult
__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen, PyObject** retval) {
    __Pyx_PySendResult result;
    PyObject *val = NULL;
    assert(__Pyx_Coroutine_get_is_running(gen));
    __Pyx_Coroutine_Undelegate(gen);
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, &val);
    result = __Pyx_Coroutine_SendEx(gen, val, retval, 0);
    Py_XDECREF(val);
    return result;
}
#if CYTHON_USE_AM_SEND
static __Pyx_PySendResult
__Pyx_Coroutine_SendToDelegate(__pyx_CoroutineObject *gen, __Pyx_pyiter_sendfunc gen_am_send, PyObject *value, PyObject **retval) {
    PyObject *ret = NULL;
    __Pyx_PySendResult delegate_result, result;
    assert(__Pyx_Coroutine_get_is_running(gen));
    delegate_result = gen_am_send(gen->yieldfrom, value, &ret);
    if (delegate_result == PYGEN_NEXT) {
        assert (ret != NULL);
        *retval = ret;
        return PYGEN_NEXT;
    }
    assert (delegate_result != PYGEN_ERROR || ret == NULL);
    __Pyx_Coroutine_Undelegate(gen);
    result = __Pyx_Coroutine_SendEx(gen, ret, retval, 0);
    Py_XDECREF(ret);
    return result;
}
#endif
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) {
    PyObject *retval = NULL;
    __Pyx_PySendResult result = __Pyx_Coroutine_AmSend(self, value, &retval);
    return __Pyx_Coroutine_MethodReturnFromResult(self, result, retval, 0);
}
static __Pyx_PySendResult
__Pyx_Coroutine_AmSend(PyObject *self, PyObject *value, PyObject **retval) {
    __Pyx_PySendResult result;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    if (unlikely(__Pyx_Coroutine_test_and_set_is_running(gen))) {
        *retval = __Pyx_Coroutine_AlreadyRunningError(gen);
        return PYGEN_ERROR;
    }
    #if CYTHON_USE_AM_SEND
    if (gen->yieldfrom_am_send) {
        result = __Pyx_Coroutine_SendToDelegate(gen, gen->yieldfrom_am_send, value, retval);
    } else
    #endif
    if (gen->yieldfrom) {
        PyObject *yf = gen->yieldfrom;
        PyObject *ret;
      #if !CYTHON_USE_AM_SEND
        #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
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        if (PyCoro_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
      #endif
        {
            #if !CYTHON_COMPILING_IN_LIMITED_API || __PYX_LIMITED_VERSION_HEX >= 0x03080000
            if (value == Py_None && PyIter_Check(yf))
                ret = __Pyx_PyIter_Next_Plain(yf);
            else
            #endif
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_mstate_global->__pyx_n_u_send, value);
        }
        if (likely(ret)) {
            __Pyx_Coroutine_unset_is_running(gen);
            *retval = ret;
            return PYGEN_NEXT;
        }
        result = __Pyx_Coroutine_FinishDelegation(gen, retval);
    } else {
        result = __Pyx_Coroutine_SendEx(gen, value, retval, 0);
    }
    __Pyx_Coroutine_unset_is_running(gen);
    return result;
}
static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) {
    __Pyx_PySendResult result;
    PyObject *retval = NULL;
    CYTHON_UNUSED_VAR(gen);
    assert(__Pyx_Coroutine_get_is_running(gen));
    #ifdef __Pyx_Generator_USED
    if (__Pyx_Generator_CheckExact(yf)) {
        result = __Pyx_Coroutine_Close(yf, &retval);
    } else
    #endif
    #ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_Check(yf)) {
        result = __Pyx_Coroutine_Close(yf, &retval);
    } else
    if (__Pyx_CoroutineAwait_CheckExact(yf)) {
        result = __Pyx_CoroutineAwait_Close((__pyx_CoroutineAwaitObject*)yf);
    } else
    #endif
    #ifdef __Pyx_AsyncGen_USED
    if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
        retval = __Pyx_async_gen_asend_close(yf, NULL);
        result = PYGEN_RETURN;
    } else
    if (__pyx_PyAsyncGenAThrow_CheckExact(yf)) {
        retval = __Pyx_async_gen_athrow_close(yf, NULL);
        result = PYGEN_RETURN;
    } else
    #endif
    {
        PyObject *meth;
        result = PYGEN_RETURN;
        meth = __Pyx_PyObject_GetAttrStrNoError(yf, __pyx_mstate_global->__pyx_n_u_close);
        if (unlikely(!meth)) {
            if (unlikely(PyErr_Occurred())) {
                PyErr_WriteUnraisable(yf);
            }
        } else {
            retval = __Pyx_PyObject_CallNoArg(meth);
            Py_DECREF(meth);
            if (unlikely(!retval)) {
                result = PYGEN_ERROR;
            }
        }
    }
    Py_XDECREF(retval);
    return result == PYGEN_ERROR ? -1 : 0;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __Pyx_PySendResult result;
    PyObject *retval = NULL;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    if (unlikely(__Pyx_Coroutine_test_and_set_is_running(gen))) {
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    }
    #if CYTHON_USE_AM_SEND
    if (gen->yieldfrom_am_send) {
        result = __Pyx_Coroutine_SendToDelegate(gen, gen->yieldfrom_am_send, Py_None, &retval);
    } else
    #endif
    if (gen->yieldfrom) {
        PyObject *yf = gen->yieldfrom;
        PyObject *ret;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Next(yf);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Send(yf, Py_None);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && (PY_VERSION_HEX < 0x030A00A3 || !CYTHON_USE_AM_SEND)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, NULL);
        } else
        #endif
            ret = __Pyx_PyIter_Next_Plain(yf);
        if (likely(ret)) {
            __Pyx_Coroutine_unset_is_running(gen);
            return ret;
        }
        result = __Pyx_Coroutine_FinishDelegation(gen, &retval);
    } else {
        result = __Pyx_Coroutine_SendEx(gen, Py_None, &retval, 0);
    }
    __Pyx_Coroutine_unset_is_running(gen);
    return __Pyx_Coroutine_MethodReturnFromResult(self, result, retval, 1);
}
static PyObject *__Pyx_Coroutine_Close_Method(PyObject *self, PyObject *arg) {
    PyObject *retval = NULL;
    __Pyx_PySendResult result;
    CYTHON_UNUSED_VAR(arg);
    result = __Pyx_Coroutine_Close(self, &retval);
    if (unlikely(result == PYGEN_ERROR))
        return NULL;
    Py_XDECREF(retval);
    Py_RETURN_NONE;
}
static __Pyx_PySendResult
__Pyx_Coroutine_Close(PyObject *self, PyObject **retval) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    __Pyx_PySendResult result;
    PyObject *yf;
    int err = 0;
    if (unlikely(__Pyx_Coroutine_test_and_set_is_running(gen))) {
        *retval = __Pyx_Coroutine_AlreadyRunningError(gen);
        return PYGEN_ERROR;
    }
    yf = gen->yieldfrom;
    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);
    result = __Pyx_Coroutine_SendEx(gen, NULL, retval, 1);
    if (result == PYGEN_ERROR) {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        __Pyx_Coroutine_unset_is_running(gen);
        if (!__Pyx_PyErr_Occurred()) {
            return PYGEN_RETURN;
        } else if (likely(__Pyx_PyErr_ExceptionMatches2(PyExc_GeneratorExit, PyExc_StopIteration))) {
            __Pyx_PyErr_Clear();
            return PYGEN_RETURN;
        }
        return PYGEN_ERROR;
    } else if (likely(result == PYGEN_RETURN && *retval == Py_None)) {
        __Pyx_Coroutine_unset_is_running(gen);
        return PYGEN_RETURN;
    } else {
        const char *msg;
        Py_DECREF(*retval);
        *retval = NULL;
        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)) {
            msg = "async generator ignored GeneratorExit";
        #endif
        } else {
            msg = "generator ignored GeneratorExit";
        }
        PyErr_SetString(PyExc_RuntimeError, msg);
        __Pyx_Coroutine_unset_is_running(gen);
        return PYGEN_ERROR;
    }
}
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;
    if (unlikely(__Pyx_Coroutine_test_and_set_is_running(gen)))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    yf = gen->yieldfrom;
    if (yf) {
        __Pyx_PySendResult result;
        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)
                goto propagate_exception;
            goto throw_here;
        }
        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_GetAttrStrNoError(yf, __pyx_mstate_global->__pyx_n_u_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (unlikely(PyErr_Occurred())) {
                    __Pyx_Coroutine_unset_is_running(gen);
                    return NULL;
                }
                __Pyx_Coroutine_Undelegate(gen);
                goto throw_here;
            }
            if (likely(args)) {
                ret = __Pyx_PyObject_Call(meth, args, NULL);
            } else {
                PyObject *cargs[4] = {NULL, typ, val, tb};
                ret = __Pyx_PyObject_FastCall(meth, cargs+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
            }
            Py_DECREF(meth);
        }
        Py_DECREF(yf);
        if (ret) {
            __Pyx_Coroutine_unset_is_running(gen);
            return ret;
        }
        result = __Pyx_Coroutine_FinishDelegation(gen, &ret);
        __Pyx_Coroutine_unset_is_running(gen);
        return __Pyx_Coroutine_MethodReturnFromResult(self, result, ret, 0);
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
propagate_exception:
    {
        PyObject *retval = NULL;
        __Pyx_PySendResult result = __Pyx_Coroutine_SendEx(gen, NULL, &retval, 0);
        __Pyx_Coroutine_unset_is_running(gen);
        return __Pyx_Coroutine_MethodReturnFromResult(self, result, retval, 0);
    }
}
static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) {
    PyObject *typ;
    PyObject *val = NULL;
    PyObject *tb = NULL;
    if (unlikely(!PyArg_UnpackTuple(args, "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) {
#if PY_VERSION_HEX >= 0x030B00a4
    Py_VISIT(exc_state->exc_value);
#else
    Py_VISIT(exc_state->exc_type);
    Py_VISIT(exc_state->exc_value);
    Py_VISIT(exc_state->exc_traceback);
#endif
    return 0;
}
static int __Pyx_Coroutine_traverse(__pyx_CoroutineObject *gen, visitproc visit, void *arg) {
    {
        int e = __Pyx_call_type_traverse((PyObject*)gen, 1, visit, arg);
        if (e) return e;
    }
    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);
    __Pyx_Coroutine_Undelegate(gen);
    __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 PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    if (gen->gi_weakreflist != NULL)
    #endif
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label >= 0) {
        PyObject_GC_Track(self);
#if CYTHON_USE_TP_FINALIZE
        if (unlikely(PyObject_CallFinalizerFromDealloc(self)))
#else
        {
            destructor del = __Pyx_PyObject_GetSlot(gen, tp_del, destructor);
            if (del) del(self);
        }
        if (unlikely(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);
    __Pyx_PyHeapTypeObject_GC_Del(gen);
}
#if CYTHON_USE_TP_FINALIZE
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;
    }
    __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 (unlikely(PyErr_WarnFormat(PyExc_RuntimeWarning, 1, "coroutine '%.50S' was never awaited", gen->gi_qualname) < 0))
            PyErr_WriteUnraisable(self);
        PyObject_GC_Track(self);
        }
#endif
    } else {
        PyObject *retval = NULL;
        __Pyx_PySendResult result = __Pyx_Coroutine_Close(self, &retval);
        if (result == PYGEN_ERROR) {
            PyErr_WriteUnraisable(self);
        } else {
            Py_XDECREF(retval);
        }
    }
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
}
#endif
static PyObject *
__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self, void *context)
{
    PyObject *name = self->gi_name;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(self->gi_name, value);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, void *context)
{
    PyObject *name = self->gi_qualname;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(self->gi_qualname, value);
    return 0;
}
static PyObject *
__Pyx__Coroutine_get_frame(__pyx_CoroutineObject *self)
{
#if !CYTHON_COMPILING_IN_LIMITED_API
    PyObject *frame;
    #if PY_VERSION_HEX >= 0x030d0000
    Py_BEGIN_CRITICAL_SECTION(self);
    #endif
    frame = self->gi_frame;
    if (!frame) {
        if (unlikely(!self->gi_code)) {
            Py_RETURN_NONE;
        }
        PyObject *globals = PyDict_New();
        if (unlikely(!globals)) return NULL;
        frame = (PyObject *) PyFrame_New(
            PyThreadState_Get(),            /*PyThreadState *tstate,*/
            (PyCodeObject*) self->gi_code,  /*PyCodeObject *code,*/
            globals,                        /*PyObject *globals,*/
            0                               /*PyObject *locals*/
        );
        Py_DECREF(globals);
        if (unlikely(!frame))
            return NULL;
        if (unlikely(self->gi_frame)) {
            Py_DECREF(frame);
            frame = self->gi_frame;
        } else {
            self->gi_frame = frame;
        }
    }
    Py_INCREF(frame);
    #if PY_VERSION_HEX >= 0x030d0000
    Py_END_CRITICAL_SECTION();
    #endif
    return frame;
#else
    CYTHON_UNUSED_VAR(self);
    Py_RETURN_NONE;
#endif
}
static PyObject *
__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, void *context) {
    CYTHON_UNUSED_VAR(context);
    PyObject *frame = self->gi_frame;
    if (frame)
        return __Pyx_NewRef(frame);
    return __Pyx__Coroutine_get_frame(self);
}
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->yieldfrom_am_send = NULL;
    #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_LIMITED_API
    gen->gi_exc_state.exc_value = NULL;
    #else
    gen->gi_exc_state.exc_type = NULL;
    gen->gi_exc_state.exc_value = NULL;
    gen->gi_exc_state.exc_traceback = NULL;
    #endif
#if CYTHON_USE_EXC_INFO_STACK
    gen->gi_exc_state.previous_item = NULL;
#endif
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    gen->gi_weakreflist = NULL;
#endif
    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;
}
static char __Pyx_Coroutine_test_and_set_is_running(__pyx_CoroutineObject *gen) {
    char result;
    #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_BEGIN_CRITICAL_SECTION(gen);
    #endif
    result = gen->is_running;
    gen->is_running = 1;
    #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_END_CRITICAL_SECTION();
    #endif
    return result;
}
static void __Pyx_Coroutine_unset_is_running(__pyx_CoroutineObject *gen) {
    #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_BEGIN_CRITICAL_SECTION(gen);
    #endif
    assert(gen->is_running);
    gen->is_running = 0;
    #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_END_CRITICAL_SECTION();
    #endif
}
static char __Pyx_Coroutine_get_is_running(__pyx_CoroutineObject *gen) {
    char result;
    #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_BEGIN_CRITICAL_SECTION(gen);
    #endif
    result = gen->is_running;
    #if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_END_CRITICAL_SECTION();
    #endif
    return result;
}
static PyObject *__Pyx_Coroutine_get_is_running_getter(PyObject *gen, void *closure) {
    CYTHON_UNUSED_VAR(closure);
    char result = __Pyx_Coroutine_get_is_running((__pyx_CoroutineObject*)gen);
    if (result) Py_RETURN_TRUE;
    else Py_RETURN_FALSE;
}
#if __PYX_HAS_PY_AM_SEND == 2
static void __Pyx_SetBackportTypeAmSend(PyTypeObject *type, __Pyx_PyAsyncMethodsStruct *static_amsend_methods, __Pyx_pyiter_sendfunc am_send) {
    Py_ssize_t ptr_offset = (char*)(type->tp_as_async) - (char*)type;
    if (ptr_offset < 0 || ptr_offset > type->tp_basicsize) {
        return;
    }
    memcpy((void*)static_amsend_methods, (void*)(type->tp_as_async), sizeof(*type->tp_as_async));
    static_amsend_methods->am_send = am_send;
    type->tp_as_async = __Pyx_SlotTpAsAsync(static_amsend_methods);
}
#endif
static PyObject *__Pyx_Coroutine_fail_reduce_ex(PyObject *self, PyObject *arg) {
    CYTHON_UNUSED_VAR(arg);
    __Pyx_TypeName self_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE((PyObject*)self));
    PyErr_Format(PyExc_TypeError, "cannot pickle '" __Pyx_FMT_TYPENAME "' object",
                         self_type_name);
    __Pyx_DECREF_TypeName(self_type_name);
    return NULL;
}

/* Generator (used by GeneratorYieldFrom) */
static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O,
     PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")},
    {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS,
     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,
     PyDoc_STR("close() -> raise GeneratorExit inside generator.")},
    {"__reduce_ex__", (PyCFunction) __Pyx_Coroutine_fail_reduce_ex, METH_O, 0},
    {"__reduce__", (PyCFunction) __Pyx_Coroutine_fail_reduce_ex, METH_NOARGS, 0},
    {0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {"gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY,
     PyDoc_STR("object being iterated by 'yield from', or None")},
    {"gi_code", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_code), READONLY, NULL},
    {"__module__", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_modulename), 0, 0},
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    {"__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CoroutineObject, gi_weakreflist), READONLY, 0},
#endif
    {0, 0, 0, 0, 0}
};
static PyGetSetDef __pyx_Generator_getsets[] = {
    {"__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name,
     PyDoc_STR("name of the generator"), 0},
    {"__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname,
     PyDoc_STR("qualified name of the generator"), 0},
    {"gi_frame", (getter)__Pyx_Coroutine_get_frame, NULL,
     PyDoc_STR("Frame of the generator"), 0},
    {"gi_running", __Pyx_Coroutine_get_is_running_getter, NULL, NULL, NULL},
    {0, 0, 0, 0, 0}
};
static PyType_Slot __pyx_GeneratorType_slots[] = {
    {Py_tp_dealloc, (void *)__Pyx_Coroutine_dealloc},
    {Py_tp_traverse, (void *)__Pyx_Coroutine_traverse},
    {Py_tp_iter, (void *)PyObject_SelfIter},
    {Py_tp_iternext, (void *)__Pyx_Generator_Next},
    {Py_tp_methods, (void *)__pyx_Generator_methods},
    {Py_tp_members, (void *)__pyx_Generator_memberlist},
    {Py_tp_getset, (void *)__pyx_Generator_getsets},
    {Py_tp_getattro, (void *) PyObject_GenericGetAttr},
#if CYTHON_USE_TP_FINALIZE
    {Py_tp_finalize, (void *)__Pyx_Coroutine_del},
#endif
#if __PYX_HAS_PY_AM_SEND == 1
    {Py_am_send, (void *)__Pyx_Coroutine_AmSend},
#endif
    {0, 0},
};
static PyType_Spec __pyx_GeneratorType_spec = {
    __PYX_TYPE_MODULE_PREFIX "generator",
    sizeof(__pyx_CoroutineObject),
    0,
#if PY_VERSION_HEX >= 0x030C0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_TPFLAGS_MANAGED_WEAKREF |
#endif
    Py_TPFLAGS_IMMUTABLETYPE | Py_TPFLAGS_DISALLOW_INSTANTIATION |
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | __Pyx_TPFLAGS_HAVE_AM_SEND,
    __pyx_GeneratorType_slots
};
#if __PYX_HAS_PY_AM_SEND == 2
static __Pyx_PyAsyncMethodsStruct __pyx_Generator_as_async;
#endif
static int __pyx_Generator_init(PyObject *module) {
    __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module);
    mstate->__pyx_GeneratorType = __Pyx_FetchCommonTypeFromSpec(
        mstate->__pyx_CommonTypesMetaclassType, module, &__pyx_GeneratorType_spec, NULL);
    if (unlikely(!mstate->__pyx_GeneratorType)) {
        return -1;
    }
#if __PYX_HAS_PY_AM_SEND == 2
    __Pyx_SetBackportTypeAmSend(mstate->__pyx_GeneratorType, &__pyx_Generator_as_async, &__Pyx_Coroutine_AmSend);
#endif
    return 0;
}
static PyObject *__Pyx_Generator_GetInlinedResult(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *retval = NULL;
    if (unlikely(__Pyx_Coroutine_test_and_set_is_running(gen))) {
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    }
    __Pyx_PySendResult result = __Pyx_Coroutine_SendEx(gen, Py_None, &retval, 0);
    __Pyx_Coroutine_unset_is_running(gen);
    (void) result;
    assert (result == PYGEN_RETURN || result == PYGEN_ERROR);
    assert ((result == PYGEN_RETURN && retval != NULL) || (result == PYGEN_ERROR && retval == NULL));
    return retval;
}

/* GeneratorYieldFrom */
#if CYTHON_USE_TYPE_SLOTS
static void __Pyx_PyIter_CheckErrorAndDecref(PyObject *source) {
    __Pyx_TypeName source_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(source));
    PyErr_Format(PyExc_TypeError,
        "iter() returned non-iterator of type '" __Pyx_FMT_TYPENAME "'", source_type_name);
    __Pyx_DECREF_TypeName(source_type_name);
    Py_DECREF(source);
}
#endif
static CYTHON_INLINE __Pyx_PySendResult __Pyx_Generator_Yield_From(__pyx_CoroutineObject *gen, PyObject *source, PyObject **retval) {
    PyObject *source_gen;
    __Pyx_PySendResult result;
#ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_Check(source)) {
        Py_INCREF(source);
        source_gen = source;
        result = __Pyx_Coroutine_AmSend(source, Py_None, retval);
    } 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)) {
                *retval = NULL;
                return PYGEN_ERROR;
            }
            if (unlikely(!PyIter_Check(source_gen))) {
                __Pyx_PyIter_CheckErrorAndDecref(source_gen);
                *retval = NULL;
                return PYGEN_ERROR;
            }
        } else
#endif
        {
            source_gen = PyObject_GetIter(source);
            if (unlikely(!source_gen)) {
                *retval = NULL;
                return PYGEN_ERROR;
            }
        }
        *retval = __Pyx_PyIter_Next_Plain(source_gen);
        result = __Pyx_Coroutine_status_from_result(retval);
    }
    if (likely(result == PYGEN_NEXT)) {
        __Pyx_Coroutine_Set_Owned_Yield_From(gen, source_gen);
        return PYGEN_NEXT;
    }
    Py_DECREF(source_gen);
    return result;
}

/* IsLittleEndian (used by BufferFormatCheck) */
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 (used by BufferGetAndValidate) */
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              const __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 "unparsable 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);
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    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;
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, int is_complex) {
  CYTHON_UNUSED_VAR(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);
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
    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;
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, int is_complex) {
  CYTHON_UNUSED_VAR(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);
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
    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 {
    const __Pyx_StructField* field = ctx->head->field;
    const __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 {
    const __Pyx_StructField* field = ctx->head->field;
    const __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 int
__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 -1;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return -1;
    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 -1;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) {
            PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
            return -1;
        }
        if (*ts != ',' && *ts != ')') {
            PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
            return -1;
        }
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim) {
        PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
        return -1;
    }
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return -1;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return 0;
}
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) < 0) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}

/* BufferGetAndValidate */
  static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
    if (unlikely(info->buf == NULL)) return;
    if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
    PyBuffer_Release(info);
  }
  static void __Pyx_ZeroBuffer(Py_buffer* buf) {
    buf->buf = NULL;
    buf->obj = NULL;
    buf->strides = __Pyx_zeros;
    buf->shape = __Pyx_zeros;
    buf->suboffsets = __Pyx_minusones;
  }
  static int __Pyx__GetBufferAndValidate(
          Py_buffer* buf, PyObject* obj,  const __Pyx_TypeInfo* dtype, int flags,
          int nd, int cast, __Pyx_BufFmt_StackElem* stack)
  {
    buf->buf = NULL;
    if (unlikely(PyObject_GetBuffer(obj, buf, flags) == -1)) {
      __Pyx_ZeroBuffer(buf);
      return -1;
    }
    if (unlikely(buf->ndim != nd)) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer has wrong number of dimensions (expected %d, got %d)",
                   nd, buf->ndim);
      goto fail;
    }
    if (!cast) {
      __Pyx_BufFmt_Context ctx;
      __Pyx_BufFmt_Init(&ctx, stack, dtype);
      if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
    }
    if (unlikely((size_t)buf->itemsize != dtype->size)) {
      PyErr_Format(PyExc_ValueError,
        "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
        buf->itemsize, (buf->itemsize > 1) ? "s" : "",
        dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
      goto fail;
    }
    if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
    return 0;
  fail:;
    __Pyx_SafeReleaseBuffer(buf);
    return -1;
  }
  
/* BufferFallbackError */
  static void __Pyx_RaiseBufferFallbackError(void) {
    PyErr_SetString(PyExc_ValueError,
       "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
  }
  
/* append */
  static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
      if (likely(PyList_CheckExact(L))) {
          if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1;
      } else {
          PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_mstate_global->__pyx_n_u_append, x);
          if (unlikely(!retval))
              return -1;
          Py_DECREF(retval);
      }
      return 0;
  }
  
/* SliceTupleAndList */
  #if CYTHON_COMPILING_IN_CPYTHON
  static CYTHON_INLINE void __Pyx_crop_slice(Py_ssize_t* _start, Py_ssize_t* _stop, Py_ssize_t* _length) {
      Py_ssize_t start = *_start, stop = *_stop, length = *_length;
      if (start < 0) {
          start += length;
          if (start < 0)
              start = 0;
      }
      if (stop < 0)
          stop += length;
      else if (stop > length)
          stop = length;
      *_length = stop - start;
      *_start = start;
      *_stop = stop;
  }
  static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(
              PyObject* src, Py_ssize_t start, Py_ssize_t stop) {
      Py_ssize_t length = PyTuple_GET_SIZE(src);
      __Pyx_crop_slice(&start, &stop, &length);
      return __Pyx_PyTuple_FromArray(((PyTupleObject*)src)->ob_item + start, length);
  }
  static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice_locked(
              PyObject* src, Py_ssize_t start, Py_ssize_t stop) {
      Py_ssize_t length = PyList_GET_SIZE(src);
      __Pyx_crop_slice(&start, &stop, &length);
      if (length <= 0) {
          return PyList_New(0);
      }
      return __Pyx_PyList_FromArray(((PyListObject*)src)->ob_item + start, length);
  }
  static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice(
              PyObject* src, Py_ssize_t start, Py_ssize_t stop) {
      PyObject *result;
      __Pyx_BEGIN_CRITICAL_SECTION(src);
      result = __Pyx_PyList_GetSlice_locked(src, start, stop);
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  #endif // CYTHON_COMPILING_IN_CPYTHON
  
/* PyObjectLookupSpecial */
  #if CYTHON_USE_PYTYPE_LOOKUP && CYTHON_USE_TYPE_SLOTS
  static CYTHON_INLINE PyObject* __Pyx__PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name, int with_error) {
      PyObject *res;
      PyTypeObject *tp = Py_TYPE(obj);
      res = _PyType_Lookup(tp, attr_name);
      if (likely(res)) {
          descrgetfunc f = Py_TYPE(res)->tp_descr_get;
          if (!f) {
              Py_INCREF(res);
          } else {
              res = f(res, obj, (PyObject *)tp);
          }
      } else if (with_error) {
          PyErr_SetObject(PyExc_AttributeError, attr_name);
      }
      return res;
  }
  #endif
  
/* PyMethodNew (used by CythonFunctionShared) */
  #if CYTHON_COMPILING_IN_LIMITED_API
  static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
      PyObject *result;
      CYTHON_UNUSED_VAR(typ);
      if (!self)
          return __Pyx_NewRef(func);
      #if __PYX_LIMITED_VERSION_HEX >= 0x030C0000
      {
          PyObject *args[] = {func, self};
          result = PyObject_Vectorcall(__pyx_mstate_global->__Pyx_CachedMethodType, args, 2, NULL);
      }
      #else
      result = PyObject_CallFunctionObjArgs(__pyx_mstate_global->__Pyx_CachedMethodType, func, self, NULL);
      #endif
      return result;
  }
  #else
  static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
      CYTHON_UNUSED_VAR(typ);
      if (!self)
          return __Pyx_NewRef(func);
      return PyMethod_New(func, self);
  }
  #endif
  
/* PyVectorcallFastCallDict (used by CythonFunctionShared) */
  #if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
  static PyObject *__Pyx_PyVectorcall_FastCallDict_kw(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
  {
      PyObject *res = NULL;
      PyObject *kwnames;
      PyObject **newargs;
      PyObject **kwvalues;
      Py_ssize_t i;
      #if CYTHON_AVOID_BORROWED_REFS
      PyObject *pos;
      #else
      Py_ssize_t pos;
      #endif
      size_t j;
      PyObject *key, *value;
      unsigned long keys_are_strings;
      #if !CYTHON_ASSUME_SAFE_SIZE
      Py_ssize_t nkw = PyDict_Size(kw);
      if (unlikely(nkw == -1)) return NULL;
      #else
      Py_ssize_t nkw = PyDict_GET_SIZE(kw);
      #endif
      newargs = (PyObject **)PyMem_Malloc((nargs + (size_t)nkw) * sizeof(args[0]));
      if (unlikely(newargs == NULL)) {
          PyErr_NoMemory();
          return NULL;
      }
      for (j = 0; j < nargs; j++) newargs[j] = args[j];
      kwnames = PyTuple_New(nkw);
      if (unlikely(kwnames == NULL)) {
          PyMem_Free(newargs);
          return NULL;
      }
      kwvalues = newargs + nargs;
      pos = 0;
      i = 0;
      keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS;
      while (__Pyx_PyDict_NextRef(kw, &pos, &key, &value)) {
          keys_are_strings &=
          #if CYTHON_COMPILING_IN_LIMITED_API
              PyType_GetFlags(Py_TYPE(key));
          #else
              Py_TYPE(key)->tp_flags;
          #endif
          #if !CYTHON_ASSUME_SAFE_MACROS
          if (unlikely(PyTuple_SetItem(kwnames, i, key) < 0)) goto cleanup;
          #else
          PyTuple_SET_ITEM(kwnames, i, key);
          #endif
          kwvalues[i] = value;
          i++;
      }
      if (unlikely(!keys_are_strings)) {
          PyErr_SetString(PyExc_TypeError, "keywords must be strings");
          goto cleanup;
      }
      res = vc(func, newargs, nargs, kwnames);
  cleanup:
      #if CYTHON_AVOID_BORROWED_REFS
      Py_DECREF(pos);
      #endif
      Py_DECREF(kwnames);
      for (i = 0; i < nkw; i++)
          Py_DECREF(kwvalues[i]);
      PyMem_Free(newargs);
      return res;
  }
  static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
  {
      Py_ssize_t kw_size =
          likely(kw == NULL) ?
          0 :
  #if !CYTHON_ASSUME_SAFE_SIZE
          PyDict_Size(kw);
  #else
          PyDict_GET_SIZE(kw);
  #endif
      if (kw_size == 0) {
          return vc(func, args, nargs, NULL);
      }
  #if !CYTHON_ASSUME_SAFE_SIZE
      else if (unlikely(kw_size == -1)) {
          return NULL;
      }
  #endif
      return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw);
  }
  #endif
  
/* CythonFunctionShared (used by CythonFunction) */
  #if CYTHON_COMPILING_IN_LIMITED_API
  static CYTHON_INLINE int __Pyx__IsSameCyOrCFunctionNoMethod(PyObject *func, void (*cfunc)(void)) {
      if (__Pyx_CyFunction_Check(func)) {
          return PyCFunction_GetFunction(((__pyx_CyFunctionObject*)func)->func) == (PyCFunction) cfunc;
      } else if (PyCFunction_Check(func)) {
          return PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
      }
      return 0;
  }
  static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) {
      if ((PyObject*)Py_TYPE(func) == __pyx_mstate_global->__Pyx_CachedMethodType) {
          int result;
          PyObject *newFunc = PyObject_GetAttr(func, __pyx_mstate_global->__pyx_n_u_func);
          if (unlikely(!newFunc)) {
              PyErr_Clear(); // It's only an optimization, so don't throw an error
              return 0;
          }
          result = __Pyx__IsSameCyOrCFunctionNoMethod(newFunc, cfunc);
          Py_DECREF(newFunc);
          return result;
      }
      return __Pyx__IsSameCyOrCFunctionNoMethod(func, cfunc);
  }
  #else
  static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) {
      if (PyMethod_Check(func)) {
          func = PyMethod_GET_FUNCTION(func);
      }
      return __Pyx_CyOrPyCFunction_Check(func) && __Pyx_CyOrPyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
  }
  #endif
  static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) {
  #if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
      __Pyx_Py_XDECREF_SET(
          __Pyx_CyFunction_GetClassObj(f),
              ((classobj) ? __Pyx_NewRef(classobj) : NULL));
  #else
      __Pyx_Py_XDECREF_SET(
          ((PyCMethodObject *) (f))->mm_class,
          (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL));
  #endif
  }
  static PyObject *
  __Pyx_CyFunction_get_doc_locked(__pyx_CyFunctionObject *op)
  {
      if (unlikely(op->func_doc == NULL)) {
  #if CYTHON_COMPILING_IN_LIMITED_API
          op->func_doc = PyObject_GetAttrString(op->func, "__doc__");
          if (unlikely(!op->func_doc)) return NULL;
  #else
          if (((PyCFunctionObject*)op)->m_ml->ml_doc) {
              op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
              if (unlikely(op->func_doc == NULL))
                  return NULL;
          } else {
              Py_INCREF(Py_None);
              return Py_None;
          }
  #endif
      }
      Py_INCREF(op->func_doc);
      return op->func_doc;
  }
  static PyObject *
  __Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, void *closure) {
      PyObject *result;
      CYTHON_UNUSED_VAR(closure);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      result = __Pyx_CyFunction_get_doc_locked(op);
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static int
  __Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, void *context)
  {
      CYTHON_UNUSED_VAR(context);
      if (value == NULL) {
          value = Py_None;
      }
      Py_INCREF(value);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      __Pyx_Py_XDECREF_SET(op->func_doc, value);
      __Pyx_END_CRITICAL_SECTION();
      return 0;
  }
  static PyObject *
  __Pyx_CyFunction_get_name_locked(__pyx_CyFunctionObject *op)
  {
      if (unlikely(op->func_name == NULL)) {
  #if CYTHON_COMPILING_IN_LIMITED_API
          op->func_name = PyObject_GetAttrString(op->func, "__name__");
  #else
          op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
  #endif
          if (unlikely(op->func_name == NULL))
              return NULL;
      }
      Py_INCREF(op->func_name);
      return op->func_name;
  }
  static PyObject *
  __Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context)
  {
      PyObject *result = NULL;
      CYTHON_UNUSED_VAR(context);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      result = __Pyx_CyFunction_get_name_locked(op);
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static int
  __Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, void *context)
  {
      CYTHON_UNUSED_VAR(context);
      if (unlikely(value == NULL || !PyUnicode_Check(value))) {
          PyErr_SetString(PyExc_TypeError,
                          "__name__ must be set to a string object");
          return -1;
      }
      Py_INCREF(value);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      __Pyx_Py_XDECREF_SET(op->func_name, value);
      __Pyx_END_CRITICAL_SECTION();
      return 0;
  }
  static PyObject *
  __Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context)
  {
      CYTHON_UNUSED_VAR(context);
      PyObject *result;
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      Py_INCREF(op->func_qualname);
      result = op->func_qualname;
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static int
  __Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context)
  {
      CYTHON_UNUSED_VAR(context);
      if (unlikely(value == NULL || !PyUnicode_Check(value))) {
          PyErr_SetString(PyExc_TypeError,
                          "__qualname__ must be set to a string object");
          return -1;
      }
      Py_INCREF(value);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      __Pyx_Py_XDECREF_SET(op->func_qualname, value);
      __Pyx_END_CRITICAL_SECTION();
      return 0;
  }
  #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
  static PyObject *
  __Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context)
  {
      CYTHON_UNUSED_VAR(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;
  }
  #endif
  static PyObject *
  __Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, void *context)
  {
      CYTHON_UNUSED_VAR(context);
      Py_INCREF(op->func_globals);
      return op->func_globals;
  }
  static PyObject *
  __Pyx_CyFunction_get_closure(__pyx_CyFunctionObject *op, void *context)
  {
      CYTHON_UNUSED_VAR(op);
      CYTHON_UNUSED_VAR(context);
      Py_INCREF(Py_None);
      return Py_None;
  }
  static PyObject *
  __Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, void *context)
  {
      PyObject* result = (op->func_code) ? op->func_code : Py_None;
      CYTHON_UNUSED_VAR(context);
      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 = __Pyx_PySequence_ITEM(res, 0);
      if (unlikely(!op->defaults_tuple)) result = -1;
      else {
          op->defaults_kwdict = __Pyx_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, void *context) {
      CYTHON_UNUSED_VAR(context);
      if (!value) {
          value = Py_None;
      } else if (unlikely(value != Py_None && !PyTuple_Check(value))) {
          PyErr_SetString(PyExc_TypeError,
                          "__defaults__ must be set to a tuple object");
          return -1;
      }
      PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__defaults__ will not "
                   "currently affect the values used in function calls", 1);
      Py_INCREF(value);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      __Pyx_Py_XDECREF_SET(op->defaults_tuple, value);
      __Pyx_END_CRITICAL_SECTION();
      return 0;
  }
  static PyObject *
  __Pyx_CyFunction_get_defaults_locked(__pyx_CyFunctionObject *op) {
      PyObject* result = op->defaults_tuple;
      if (unlikely(!result)) {
          if (op->defaults_getter) {
              if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
              result = op->defaults_tuple;
          } else {
              result = Py_None;
          }
      }
      Py_INCREF(result);
      return result;
  }
  static PyObject *
  __Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) {
      PyObject* result = NULL;
      CYTHON_UNUSED_VAR(context);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      result = __Pyx_CyFunction_get_defaults_locked(op);
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static int
  __Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
      CYTHON_UNUSED_VAR(context);
      if (!value) {
          value = Py_None;
      } else if (unlikely(value != Py_None && !PyDict_Check(value))) {
          PyErr_SetString(PyExc_TypeError,
                          "__kwdefaults__ must be set to a dict object");
          return -1;
      }
      PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__kwdefaults__ will not "
                   "currently affect the values used in function calls", 1);
      Py_INCREF(value);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      __Pyx_Py_XDECREF_SET(op->defaults_kwdict, value);
      __Pyx_END_CRITICAL_SECTION();
      return 0;
  }
  static PyObject *
  __Pyx_CyFunction_get_kwdefaults_locked(__pyx_CyFunctionObject *op) {
      PyObject* result = op->defaults_kwdict;
      if (unlikely(!result)) {
          if (op->defaults_getter) {
              if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
              result = op->defaults_kwdict;
          } else {
              result = Py_None;
          }
      }
      Py_INCREF(result);
      return result;
  }
  static PyObject *
  __Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) {
      PyObject* result;
      CYTHON_UNUSED_VAR(context);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      result = __Pyx_CyFunction_get_kwdefaults_locked(op);
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static int
  __Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
      CYTHON_UNUSED_VAR(context);
      if (!value || value == Py_None) {
          value = NULL;
      } else if (unlikely(!PyDict_Check(value))) {
          PyErr_SetString(PyExc_TypeError,
                          "__annotations__ must be set to a dict object");
          return -1;
      }
      Py_XINCREF(value);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      __Pyx_Py_XDECREF_SET(op->func_annotations, value);
      __Pyx_END_CRITICAL_SECTION();
      return 0;
  }
  static PyObject *
  __Pyx_CyFunction_get_annotations_locked(__pyx_CyFunctionObject *op) {
      PyObject* result = op->func_annotations;
      if (unlikely(!result)) {
          result = PyDict_New();
          if (unlikely(!result)) return NULL;
          op->func_annotations = result;
      }
      Py_INCREF(result);
      return result;
  }
  static PyObject *
  __Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) {
      PyObject *result;
      CYTHON_UNUSED_VAR(context);
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      result = __Pyx_CyFunction_get_annotations_locked(op);
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static PyObject *
  __Pyx_CyFunction_get_is_coroutine_value(__pyx_CyFunctionObject *op) {
      int is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE;
      if (is_coroutine) {
          PyObject *is_coroutine_value, *module, *fromlist, *marker = __pyx_mstate_global->__pyx_n_u_is_coroutine;
          fromlist = PyList_New(1);
          if (unlikely(!fromlist)) return NULL;
          Py_INCREF(marker);
  #if CYTHON_ASSUME_SAFE_MACROS
          PyList_SET_ITEM(fromlist, 0, marker);
  #else
          if (unlikely(PyList_SetItem(fromlist, 0, marker) < 0)) {
              Py_DECREF(marker);
              Py_DECREF(fromlist);
              return NULL;
          }
  #endif
          module = PyImport_ImportModuleLevelObject(__pyx_mstate_global->__pyx_n_u_asyncio_coroutines, NULL, NULL, fromlist, 0);
          Py_DECREF(fromlist);
          if (unlikely(!module)) goto ignore;
          is_coroutine_value = __Pyx_PyObject_GetAttrStr(module, marker);
          Py_DECREF(module);
          if (likely(is_coroutine_value)) {
              return is_coroutine_value;
          }
  ignore:
          PyErr_Clear();
      }
      return __Pyx_PyBool_FromLong(is_coroutine);
  }
  static PyObject *
  __Pyx_CyFunction_get_is_coroutine(__pyx_CyFunctionObject *op, void *context) {
      PyObject *result;
      CYTHON_UNUSED_VAR(context);
      if (op->func_is_coroutine) {
          return __Pyx_NewRef(op->func_is_coroutine);
      }
      result = __Pyx_CyFunction_get_is_coroutine_value(op);
      if (unlikely(!result))
          return NULL;
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      if (op->func_is_coroutine) {
          Py_DECREF(result);
          result = __Pyx_NewRef(op->func_is_coroutine);
      } else {
          op->func_is_coroutine = __Pyx_NewRef(result);
      }
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static void __Pyx_CyFunction_raise_argument_count_error(__pyx_CyFunctionObject *func, const char* message, Py_ssize_t size) {
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL);
      if (!py_name) return;
      PyErr_Format(PyExc_TypeError,
          "%.200S() %s (%" CYTHON_FORMAT_SSIZE_T "d given)",
          py_name, message, size);
      Py_DECREF(py_name);
  #else
      const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name;
      PyErr_Format(PyExc_TypeError,
          "%.200s() %s (%" CYTHON_FORMAT_SSIZE_T "d given)",
          name, message, size);
  #endif
  }
  static void __Pyx_CyFunction_raise_type_error(__pyx_CyFunctionObject *func, const char* message) {
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL);
      if (!py_name) return;
      PyErr_Format(PyExc_TypeError,
          "%.200S() %s",
          py_name, message);
      Py_DECREF(py_name);
  #else
      const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name;
      PyErr_Format(PyExc_TypeError,
          "%.200s() %s",
          name, message);
  #endif
  }
  #if CYTHON_COMPILING_IN_LIMITED_API
  static PyObject *
  __Pyx_CyFunction_get_module(__pyx_CyFunctionObject *op, void *context) {
      CYTHON_UNUSED_VAR(context);
      return PyObject_GetAttrString(op->func, "__module__");
  }
  static int
  __Pyx_CyFunction_set_module(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
      CYTHON_UNUSED_VAR(context);
      return PyObject_SetAttrString(op->func, "__module__", value);
  }
  #endif
  static PyGetSetDef __pyx_CyFunction_getsets[] = {
      {"func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
      {"__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
      {"func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
      {"__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
      {"__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
  #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
      {"func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0},
      {"__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0},
  #else
      {"func_dict", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0},
      {"__dict__", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0},
  #endif
      {"func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
      {"__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
      {"func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
      {"__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
      {"func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
      {"__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
      {"func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
      {"__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
      {"__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
      {"__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
      {"_is_coroutine", (getter)__Pyx_CyFunction_get_is_coroutine, 0, 0, 0},
  #if CYTHON_COMPILING_IN_LIMITED_API
      {"__module__", (getter)__Pyx_CyFunction_get_module, (setter)__Pyx_CyFunction_set_module, 0, 0},
  #endif
      {0, 0, 0, 0, 0}
  };
  static PyMemberDef __pyx_CyFunction_members[] = {
  #if !CYTHON_COMPILING_IN_LIMITED_API
      {"__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0},
  #endif
  #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
      {"__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0},
  #endif
  #if CYTHON_METH_FASTCALL
  #if CYTHON_COMPILING_IN_LIMITED_API
      {"__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0},
  #else
      {"__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0},
  #endif
  #if CYTHON_COMPILING_IN_LIMITED_API
      {"__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0},
  #else
      {"__weaklistoffset__", T_PYSSIZET, offsetof(PyCFunctionObject, m_weakreflist), READONLY, 0},
  #endif
  #endif
      {0, 0, 0,  0, 0}
  };
  static PyObject *
  __Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, PyObject *args)
  {
      PyObject *result = NULL;
      CYTHON_UNUSED_VAR(args);
      __Pyx_BEGIN_CRITICAL_SECTION(m);
      Py_INCREF(m->func_qualname);
      result = m->func_qualname;
      __Pyx_END_CRITICAL_SECTION();
      return result;
  }
  static PyMethodDef __pyx_CyFunction_methods[] = {
      {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
      {0, 0, 0, 0}
  };
  #if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
  #else
  #define __Pyx_CyFunction_weakreflist(cyfunc) (((PyCFunctionObject*)cyfunc)->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 !CYTHON_COMPILING_IN_LIMITED_API
      PyCFunctionObject *cf = (PyCFunctionObject*) op;
  #endif
      if (unlikely(op == NULL))
          return NULL;
  #if CYTHON_COMPILING_IN_LIMITED_API
      op->func = PyCFunction_NewEx(ml, (PyObject*)op, module);
      if (unlikely(!op->func)) return NULL;
  #endif
      op->flags = flags;
      __Pyx_CyFunction_weakreflist(op) = NULL;
  #if !CYTHON_COMPILING_IN_LIMITED_API
      cf->m_ml = ml;
      cf->m_self = (PyObject *) op;
  #endif
      Py_XINCREF(closure);
      op->func_closure = closure;
  #if !CYTHON_COMPILING_IN_LIMITED_API
      Py_XINCREF(module);
      cf->m_module = module;
  #endif
  #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
      op->func_dict = NULL;
  #endif
      op->func_name = NULL;
      Py_INCREF(qualname);
      op->func_qualname = qualname;
      op->func_doc = NULL;
  #if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
      op->func_classobj = NULL;
  #else
      ((PyCMethodObject*)op)->mm_class = NULL;
  #endif
      op->func_globals = globals;
      Py_INCREF(op->func_globals);
      Py_XINCREF(code);
      op->func_code = code;
      op->defaults = NULL;
      op->defaults_tuple = NULL;
      op->defaults_kwdict = NULL;
      op->defaults_getter = NULL;
      op->func_annotations = NULL;
      op->func_is_coroutine = NULL;
  #if CYTHON_METH_FASTCALL
      switch (ml->ml_flags & (METH_VARARGS | METH_FASTCALL | METH_NOARGS | METH_O | METH_KEYWORDS | METH_METHOD)) {
      case METH_NOARGS:
          __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_NOARGS;
          break;
      case METH_O:
          __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_O;
          break;
      case METH_METHOD | METH_FASTCALL | METH_KEYWORDS:
          __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD;
          break;
      case METH_FASTCALL | METH_KEYWORDS:
          __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS;
          break;
      case METH_VARARGS | METH_KEYWORDS:
          __Pyx_CyFunction_func_vectorcall(op) = NULL;
          break;
      default:
          PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
          Py_DECREF(op);
          return NULL;
      }
  #endif
      return (PyObject *) op;
  }
  static int
  __Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
  {
      Py_CLEAR(m->func_closure);
  #if CYTHON_COMPILING_IN_LIMITED_API
      Py_CLEAR(m->func);
  #else
      Py_CLEAR(((PyCFunctionObject*)m)->m_module);
  #endif
  #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
      Py_CLEAR(m->func_dict);
  #elif PY_VERSION_HEX < 0x030d0000
      _PyObject_ClearManagedDict((PyObject*)m);
  #else
      PyObject_ClearManagedDict((PyObject*)m);
  #endif
      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);
  #if !CYTHON_COMPILING_IN_LIMITED_API
  #if PY_VERSION_HEX < 0x030900B1
      Py_CLEAR(__Pyx_CyFunction_GetClassObj(m));
  #else
      {
          PyObject *cls = (PyObject*) ((PyCMethodObject *) (m))->mm_class;
          ((PyCMethodObject *) (m))->mm_class = NULL;
          Py_XDECREF(cls);
      }
  #endif
  #endif
      Py_CLEAR(m->defaults_tuple);
      Py_CLEAR(m->defaults_kwdict);
      Py_CLEAR(m->func_annotations);
      Py_CLEAR(m->func_is_coroutine);
      Py_CLEAR(m->defaults);
      return 0;
  }
  static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
  {
      if (__Pyx_CyFunction_weakreflist(m) != NULL)
          PyObject_ClearWeakRefs((PyObject *) m);
      __Pyx_CyFunction_clear(m);
      __Pyx_PyHeapTypeObject_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)
  {
      {
          int e = __Pyx_call_type_traverse((PyObject*)m, 1, visit, arg);
          if (e) return e;
      }
      Py_VISIT(m->func_closure);
  #if CYTHON_COMPILING_IN_LIMITED_API
      Py_VISIT(m->func);
  #else
      Py_VISIT(((PyCFunctionObject*)m)->m_module);
  #endif
  #if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
      Py_VISIT(m->func_dict);
  #else
      {
          int e =
  #if PY_VERSION_HEX < 0x030d0000
              _PyObject_VisitManagedDict
  #else
              PyObject_VisitManagedDict
  #endif
                  ((PyObject*)m, visit, arg);
          if (e != 0) return e;
      }
  #endif
      __Pyx_VISIT_CONST(m->func_name);
      __Pyx_VISIT_CONST(m->func_qualname);
      Py_VISIT(m->func_doc);
      Py_VISIT(m->func_globals);
      __Pyx_VISIT_CONST(m->func_code);
  #if !CYTHON_COMPILING_IN_LIMITED_API
      Py_VISIT(__Pyx_CyFunction_GetClassObj(m));
  #endif
      Py_VISIT(m->defaults_tuple);
      Py_VISIT(m->defaults_kwdict);
      Py_VISIT(m->func_is_coroutine);
      Py_VISIT(m->defaults);
      return 0;
  }
  static PyObject*
  __Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
  {
      PyObject *repr;
      __Pyx_BEGIN_CRITICAL_SECTION(op);
      repr = PyUnicode_FromFormat("<cyfunction %U at %p>",
                                  op->func_qualname, (void *)op);
      __Pyx_END_CRITICAL_SECTION();
      return repr;
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  static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyObject *f = ((__pyx_CyFunctionObject*)func)->func;
      PyCFunction meth;
      int flags;
      meth = PyCFunction_GetFunction(f);
      if (unlikely(!meth)) return NULL;
      flags = PyCFunction_GetFlags(f);
      if (unlikely(flags < 0)) return NULL;
  #else
      PyCFunctionObject* f = (PyCFunctionObject*)func;
      PyCFunction meth = f->m_ml->ml_meth;
      int flags = f->m_ml->ml_flags;
  #endif
      Py_ssize_t size;
      switch (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(*)(void))meth)(self, arg, kw);
      case METH_NOARGS:
          if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
  #if CYTHON_ASSUME_SAFE_SIZE
              size = PyTuple_GET_SIZE(arg);
  #else
              size = PyTuple_Size(arg);
              if (unlikely(size < 0)) return NULL;
  #endif
              if (likely(size == 0))
                  return (*meth)(self, NULL);
              __Pyx_CyFunction_raise_argument_count_error(
                  (__pyx_CyFunctionObject*)func,
                  "takes no arguments", size);
              return NULL;
          }
          break;
      case METH_O:
          if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
  #if CYTHON_ASSUME_SAFE_SIZE
              size = PyTuple_GET_SIZE(arg);
  #else
              size = PyTuple_Size(arg);
              if (unlikely(size < 0)) return NULL;
  #endif
              if (likely(size == 1)) {
                  PyObject *result, *arg0;
                  #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                  arg0 = PyTuple_GET_ITEM(arg, 0);
                  #else
                  arg0 = __Pyx_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;
              }
              __Pyx_CyFunction_raise_argument_count_error(
                  (__pyx_CyFunctionObject*)func,
                  "takes exactly one argument", size);
              return NULL;
          }
          break;
      default:
          PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
          return NULL;
      }
      __Pyx_CyFunction_raise_type_error(
          (__pyx_CyFunctionObject*)func, "takes no keyword arguments");
      return NULL;
  }
  static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
      PyObject *self, *result;
  #if CYTHON_COMPILING_IN_LIMITED_API
      self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)func)->func);
      if (unlikely(!self) && PyErr_Occurred()) return NULL;
  #else
      self = ((PyCFunctionObject*)func)->m_self;
  #endif
      result = __Pyx_CyFunction_CallMethod(func, self, arg, kw);
      return result;
  }
  static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
      PyObject *result;
      __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
  #if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
       __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc);
      if (vc) {
  #if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE
          return __Pyx_PyVectorcall_FastCallDict(func, vc, &PyTuple_GET_ITEM(args, 0), (size_t)PyTuple_GET_SIZE(args), kw);
  #else
          (void) &__Pyx_PyVectorcall_FastCallDict;
          return PyVectorcall_Call(func, args, kw);
  #endif
      }
  #endif
      if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
          Py_ssize_t argc;
          PyObject *new_args;
          PyObject *self;
  #if CYTHON_ASSUME_SAFE_SIZE
          argc = PyTuple_GET_SIZE(args);
  #else
          argc = PyTuple_Size(args);
          if (unlikely(argc < 0)) return NULL;
  #endif
          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;
  }
  #if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
  static CYTHON_INLINE int __Pyx_CyFunction_Vectorcall_CheckArgs(__pyx_CyFunctionObject *cyfunc, Py_ssize_t nargs, PyObject *kwnames)
  {
      int ret = 0;
      if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
          if (unlikely(nargs < 1)) {
              __Pyx_CyFunction_raise_type_error(
                  cyfunc, "needs an argument");
              return -1;
          }
          ret = 1;
      }
      if (unlikely(kwnames) && unlikely(__Pyx_PyTuple_GET_SIZE(kwnames))) {
          __Pyx_CyFunction_raise_type_error(
              cyfunc, "takes no keyword arguments");
          return -1;
      }
      return ret;
  }
  static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
  {
      __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
      Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
      PyObject *self;
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
      if (unlikely(!meth)) return NULL;
  #else
      PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
  #endif
      switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
      case 1:
          self = args[0];
          args += 1;
          nargs -= 1;
          break;
      case 0:
  #if CYTHON_COMPILING_IN_LIMITED_API
          self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
          if (unlikely(!self) && PyErr_Occurred()) return NULL;
  #else
          self = ((PyCFunctionObject*)cyfunc)->m_self;
  #endif
          break;
      default:
          return NULL;
      }
      if (unlikely(nargs != 0)) {
          __Pyx_CyFunction_raise_argument_count_error(
              cyfunc, "takes no arguments", nargs);
          return NULL;
      }
      return meth(self, NULL);
  }
  static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
  {
      __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
      Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
      PyObject *self;
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
      if (unlikely(!meth)) return NULL;
  #else
      PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
  #endif
      switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
      case 1:
          self = args[0];
          args += 1;
          nargs -= 1;
          break;
      case 0:
  #if CYTHON_COMPILING_IN_LIMITED_API
          self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
          if (unlikely(!self) && PyErr_Occurred()) return NULL;
  #else
          self = ((PyCFunctionObject*)cyfunc)->m_self;
  #endif
          break;
      default:
          return NULL;
      }
      if (unlikely(nargs != 1)) {
          __Pyx_CyFunction_raise_argument_count_error(
              cyfunc, "takes exactly one argument", nargs);
          return NULL;
      }
      return meth(self, args[0]);
  }
  static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
  {
      __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
      Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
      PyObject *self;
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
      if (unlikely(!meth)) return NULL;
  #else
      PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
  #endif
      switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
      case 1:
          self = args[0];
          args += 1;
          nargs -= 1;
          break;
      case 0:
  #if CYTHON_COMPILING_IN_LIMITED_API
          self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
          if (unlikely(!self) && PyErr_Occurred()) return NULL;
  #else
          self = ((PyCFunctionObject*)cyfunc)->m_self;
  #endif
          break;
      default:
          return NULL;
      }
      return ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))meth)(self, args, nargs, kwnames);
  }
  static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
  {
      __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
      PyTypeObject *cls = (PyTypeObject *) __Pyx_CyFunction_GetClassObj(cyfunc);
      Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
      PyObject *self;
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
      if (unlikely(!meth)) return NULL;
  #else
      PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
  #endif
      switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
      case 1:
          self = args[0];
          args += 1;
          nargs -= 1;
          break;
      case 0:
  #if CYTHON_COMPILING_IN_LIMITED_API
          self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
          if (unlikely(!self) && PyErr_Occurred()) return NULL;
  #else
          self = ((PyCFunctionObject*)cyfunc)->m_self;
  #endif
          break;
      default:
          return NULL;
      }
      #if PY_VERSION_HEX < 0x030e00A6
      size_t nargs_value = (size_t) nargs;
      #else
      Py_ssize_t nargs_value = nargs;
      #endif
      return ((__Pyx_PyCMethod)(void(*)(void))meth)(self, cls, args, nargs_value, kwnames);
  }
  #endif
  static PyType_Slot __pyx_CyFunctionType_slots[] = {
      {Py_tp_dealloc, (void *)__Pyx_CyFunction_dealloc},
      {Py_tp_repr, (void *)__Pyx_CyFunction_repr},
      {Py_tp_call, (void *)__Pyx_CyFunction_CallAsMethod},
      {Py_tp_traverse, (void *)__Pyx_CyFunction_traverse},
      {Py_tp_clear, (void *)__Pyx_CyFunction_clear},
      {Py_tp_methods, (void *)__pyx_CyFunction_methods},
      {Py_tp_members, (void *)__pyx_CyFunction_members},
      {Py_tp_getset, (void *)__pyx_CyFunction_getsets},
      {Py_tp_descr_get, (void *)__Pyx_PyMethod_New},
      {0, 0},
  };
  static PyType_Spec __pyx_CyFunctionType_spec = {
      __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
      sizeof(__pyx_CyFunctionObject),
      0,
  #ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
      Py_TPFLAGS_METHOD_DESCRIPTOR |
  #endif
  #if CYTHON_METH_FASTCALL
  #if defined(Py_TPFLAGS_HAVE_VECTORCALL)
      Py_TPFLAGS_HAVE_VECTORCALL |
  #elif defined(_Py_TPFLAGS_HAVE_VECTORCALL)
      _Py_TPFLAGS_HAVE_VECTORCALL |
  #endif
  #endif // CYTHON_METH_FASTCALL
  #if PY_VERSION_HEX >= 0x030C0000 && !CYTHON_COMPILING_IN_LIMITED_API
      Py_TPFLAGS_MANAGED_DICT |
  #endif
      Py_TPFLAGS_IMMUTABLETYPE | Py_TPFLAGS_DISALLOW_INSTANTIATION |
      Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
      __pyx_CyFunctionType_slots
  };
  static int __pyx_CyFunction_init(PyObject *module) {
      __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module);
      mstate->__pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec(
          mstate->__pyx_CommonTypesMetaclassType, module, &__pyx_CyFunctionType_spec, NULL);
      if (unlikely(mstate->__pyx_CyFunctionType == NULL)) {
          return -1;
      }
      return 0;
  }
  static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func, PyTypeObject *defaults_type) {
      __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
      m->defaults = PyObject_CallObject((PyObject*)defaults_type, NULL); // _PyObject_New(defaults_type);
      if (unlikely(!m->defaults))
          return NULL;
      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_mstate_global->__pyx_CyFunctionType),
          ml, flags, qualname, closure, module, globals, code
      );
      if (likely(op)) {
          PyObject_GC_Track(op);
      }
      return op;
  }
  
/* py_dict_keys */
  static CYTHON_INLINE PyObject* __Pyx_PyDict_Keys(PyObject* d) {
      return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_keys, d);
  }
  
/* PyObjectSetAttrStr */
  #if CYTHON_USE_TYPE_SLOTS
  static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
      PyTypeObject* tp = Py_TYPE(obj);
      if (likely(tp->tp_setattro))
          return tp->tp_setattro(obj, attr_name, value);
      return PyObject_SetAttr(obj, attr_name, value);
  }
  #endif
  
/* SetStringIndexingError (used by GetItemIntBytes) */
  static void __Pyx_SetStringIndexingError(const char* message, int has_gil) {
      if (!has_gil) {
          PyGILState_STATE gil_state = PyGILState_Ensure();
          PyErr_SetString(PyExc_IndexError, message);
          PyGILState_Release(gil_state);
      } else
          PyErr_SetString(PyExc_IndexError, message);
  }
  
/* GetItemIntBytes */
  static CYTHON_INLINE int __Pyx_GetItemInt_Bytes_Fast(PyObject* bytes, Py_ssize_t index,
                                                       int wraparound, int boundscheck, int has_gil) {
      const unsigned char *c_string;
      if (wraparound && index < 0) {
          Py_ssize_t size = __Pyx_PyBytes_GET_SIZE(bytes);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely(size < 0)) return -1;
          #endif
          index += size;
      }
      if (boundscheck) {
          Py_ssize_t size = __Pyx_PyBytes_GET_SIZE(bytes);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely(size < 0)) return -1;
          #endif
          if (unlikely(!__Pyx_is_valid_index(index, size))) {
              __Pyx_SetStringIndexingError("string index out of range", has_gil);
              return -1;
          }
      }
      c_string = __Pyx_PyBytes_AsUString(bytes);
      #if !CYTHON_ASSUME_SAFE_MACROS
      if (unlikely(!c_string)) return -1;
      #endif
      return (int) c_string[index];
  }
  
/* BufferIndexError */
  static void __Pyx_RaiseBufferIndexError(int axis) {
    PyErr_Format(PyExc_IndexError,
       "Out of bounds on buffer access (axis %d)", axis);
  }
  
/* AllocateExtensionType */
  static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final) {
      if (is_final || likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {
          allocfunc alloc_func = __Pyx_PyType_GetSlot(t, tp_alloc, allocfunc);
          return alloc_func(t, 0);
      } else {
          newfunc tp_new = __Pyx_PyType_TryGetSlot(&PyBaseObject_Type, tp_new, newfunc);
      #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
          if (!tp_new) {
              PyObject *new_str = PyUnicode_FromString("__new__");
              if (likely(new_str)) {
                  PyObject *o = PyObject_CallMethodObjArgs((PyObject *)&PyBaseObject_Type, new_str, t, NULL);
                  Py_DECREF(new_str);
                  return o;
              } else
                  return NULL;
          } else
      #endif
          return tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0);
      }
  }
  
/* FunctionExport */
  static int __Pyx_ExportFunction(PyObject *api_dict, const char *name, void (*f)(void), const char *sig) {
      PyObject *cobj;
      union {
          void (*fp)(void);
          void *p;
      } tmp;
      tmp.fp = f;
      cobj = PyCapsule_New(tmp.p, sig, 0);
      if (!cobj)
          goto bad;
      if (PyDict_SetItemString(api_dict, name, cobj) < 0)
          goto bad;
      Py_DECREF(cobj);
      return 0;
  bad:
      Py_XDECREF(cobj);
      return -1;
  }
  
/* GetApiDict */
  static PyObject *__Pyx_ApiExport_GetApiDict(void) {
      PyObject *d;
      if (__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_pyx_capi, &d) == -1)
          return NULL;
      if (!d) {
          d = PyDict_New();
          if (!d)
              goto bad;
          if (PyObject_SetAttr(__pyx_m, __pyx_mstate_global->__pyx_n_u_pyx_capi, d) < 0)
              goto bad;
      }
      return d;
  bad:
      Py_XDECREF(d);
      return NULL;
  }
  
/* PyObjectCallMethod0 (used by PyType_Ready) */
  static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
  #if CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))
      PyObject *args[1] = {obj};
      (void) __Pyx_PyObject_CallOneArg;
      (void) __Pyx_PyObject_CallNoArg;
      return PyObject_VectorcallMethod(method_name, args, 1 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL);
  #else
      PyObject *method = NULL, *result = NULL;
      int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
      if (likely(is_method)) {
          result = __Pyx_PyObject_CallOneArg(method, obj);
          Py_DECREF(method);
          return result;
      }
      if (unlikely(!method)) goto bad;
      result = __Pyx_PyObject_CallNoArg(method);
      Py_DECREF(method);
  bad:
      return result;
  #endif
  }
  
/* ValidateBasesTuple (used by PyType_Ready) */
  #if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS
  static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases) {
      Py_ssize_t i, n;
  #if CYTHON_ASSUME_SAFE_SIZE
      n = PyTuple_GET_SIZE(bases);
  #else
      n = PyTuple_Size(bases);
      if (unlikely(n < 0)) return -1;
  #endif
      for (i = 1; i < n; i++)
      {
          PyTypeObject *b;
  #if CYTHON_AVOID_BORROWED_REFS
          PyObject *b0 = PySequence_GetItem(bases, i);
          if (!b0) return -1;
  #elif CYTHON_ASSUME_SAFE_MACROS
          PyObject *b0 = PyTuple_GET_ITEM(bases, i);
  #else
          PyObject *b0 = PyTuple_GetItem(bases, i);
          if (!b0) return -1;
  #endif
          b = (PyTypeObject*) b0;
          if (!__Pyx_PyType_HasFeature(b, Py_TPFLAGS_HEAPTYPE))
          {
              __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b);
              PyErr_Format(PyExc_TypeError,
                  "base class '" __Pyx_FMT_TYPENAME "' is not a heap type", b_name);
              __Pyx_DECREF_TypeName(b_name);
  #if CYTHON_AVOID_BORROWED_REFS
              Py_DECREF(b0);
  #endif
              return -1;
          }
          if (dictoffset == 0)
          {
              Py_ssize_t b_dictoffset = 0;
  #if CYTHON_USE_TYPE_SLOTS
              b_dictoffset = b->tp_dictoffset;
  #else
              PyObject *py_b_dictoffset = PyObject_GetAttrString((PyObject*)b, "__dictoffset__");
              if (!py_b_dictoffset) goto dictoffset_return;
              b_dictoffset = PyLong_AsSsize_t(py_b_dictoffset);
              Py_DECREF(py_b_dictoffset);
              if (b_dictoffset == -1 && PyErr_Occurred()) goto dictoffset_return;
  #endif
              if (b_dictoffset) {
                  {
                      __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b);
                      PyErr_Format(PyExc_TypeError,
                          "extension type '%.200s' has no __dict__ slot, "
                          "but base type '" __Pyx_FMT_TYPENAME "' has: "
                          "either add 'cdef dict __dict__' to the extension type "
                          "or add '__slots__ = [...]' to the base type",
                          type_name, b_name);
                      __Pyx_DECREF_TypeName(b_name);
                  }
  #if !CYTHON_USE_TYPE_SLOTS
                dictoffset_return:
  #endif
  #if CYTHON_AVOID_BORROWED_REFS
                  Py_DECREF(b0);
  #endif
                  return -1;
              }
          }
  #if CYTHON_AVOID_BORROWED_REFS
          Py_DECREF(b0);
  #endif
      }
      return 0;
  }
  #endif
  
/* PyType_Ready */
  CYTHON_UNUSED static int __Pyx_PyType_HasMultipleInheritance(PyTypeObject *t) {
      while (t) {
          PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*);
          if (bases) {
              return 1;
          }
          t = __Pyx_PyType_GetSlot(t, tp_base, PyTypeObject*);
      }
      return 0;
  }
  static int __Pyx_PyType_Ready(PyTypeObject *t) {
  #if CYTHON_USE_TYPE_SPECS || !CYTHON_COMPILING_IN_CPYTHON || defined(PYSTON_MAJOR_VERSION)
      (void)__Pyx_PyObject_CallMethod0;
  #if CYTHON_USE_TYPE_SPECS
      (void)__Pyx_validate_bases_tuple;
  #endif
      return PyType_Ready(t);
  #else
      int r;
      if (!__Pyx_PyType_HasMultipleInheritance(t)) {
          return PyType_Ready(t);
      }
      PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*);
      if (bases && unlikely(__Pyx_validate_bases_tuple(t->tp_name, t->tp_dictoffset, bases) == -1))
          return -1;
  #if !defined(PYSTON_MAJOR_VERSION)
      {
          int gc_was_enabled;
      #if PY_VERSION_HEX >= 0x030A00b1
          gc_was_enabled = PyGC_Disable();
          (void)__Pyx_PyObject_CallMethod0;
      #else
          PyObject *ret, *py_status;
          PyObject *gc = NULL;
          #if (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM+0 >= 0x07030400) &&\
                  !CYTHON_COMPILING_IN_GRAAL
          gc = PyImport_GetModule(__pyx_mstate_global->__pyx_kp_u_gc);
          #endif
          if (unlikely(!gc)) gc = PyImport_Import(__pyx_mstate_global->__pyx_kp_u_gc);
          if (unlikely(!gc)) return -1;
          py_status = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_isenabled);
          if (unlikely(!py_status)) {
              Py_DECREF(gc);
              return -1;
          }
          gc_was_enabled = __Pyx_PyObject_IsTrue(py_status);
          Py_DECREF(py_status);
          if (gc_was_enabled > 0) {
              ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_disable);
              if (unlikely(!ret)) {
                  Py_DECREF(gc);
                  return -1;
              }
              Py_DECREF(ret);
          } else if (unlikely(gc_was_enabled == -1)) {
              Py_DECREF(gc);
              return -1;
          }
      #endif
          t->tp_flags |= Py_TPFLAGS_HEAPTYPE;
  #if PY_VERSION_HEX >= 0x030A0000
          t->tp_flags |= Py_TPFLAGS_IMMUTABLETYPE;
  #endif
  #else
          (void)__Pyx_PyObject_CallMethod0;
  #endif
      r = PyType_Ready(t);
  #if !defined(PYSTON_MAJOR_VERSION)
          t->tp_flags &= ~Py_TPFLAGS_HEAPTYPE;
      #if PY_VERSION_HEX >= 0x030A00b1
          if (gc_was_enabled)
              PyGC_Enable();
      #else
          if (gc_was_enabled) {
              PyObject *tp, *v, *tb;
              PyErr_Fetch(&tp, &v, &tb);
              ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_enable);
              if (likely(ret || r == -1)) {
                  Py_XDECREF(ret);
                  PyErr_Restore(tp, v, tb);
              } else {
                  Py_XDECREF(tp);
                  Py_XDECREF(v);
                  Py_XDECREF(tb);
                  r = -1;
              }
          }
          Py_DECREF(gc);
      #endif
      }
  #endif
      return r;
  #endif
  }
  
/* SetVTable */
  static int __Pyx_SetVtable(PyTypeObject *type, void *vtable) {
      PyObject *ob = PyCapsule_New(vtable, 0, 0);
      if (unlikely(!ob))
          goto bad;
  #if CYTHON_COMPILING_IN_LIMITED_API
      if (unlikely(PyObject_SetAttr((PyObject *) type, __pyx_mstate_global->__pyx_n_u_pyx_vtable, ob) < 0))
  #else
      if (unlikely(PyDict_SetItem(type->tp_dict, __pyx_mstate_global->__pyx_n_u_pyx_vtable, ob) < 0))
  #endif
          goto bad;
      Py_DECREF(ob);
      return 0;
  bad:
      Py_XDECREF(ob);
      return -1;
  }
  
/* GetVTable (used by MergeVTables) */
  static void* __Pyx_GetVtable(PyTypeObject *type) {
      void* ptr;
  #if CYTHON_COMPILING_IN_LIMITED_API
      PyObject *ob = PyObject_GetAttr((PyObject *)type, __pyx_mstate_global->__pyx_n_u_pyx_vtable);
  #else
      PyObject *ob = PyObject_GetItem(type->tp_dict, __pyx_mstate_global->__pyx_n_u_pyx_vtable);
  #endif
      if (!ob)
          goto bad;
      ptr = PyCapsule_GetPointer(ob, 0);
      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;
  }
  
/* MergeVTables */
  static int __Pyx_MergeVtables(PyTypeObject *type) {
      int i=0;
      Py_ssize_t size;
      void** base_vtables;
      __Pyx_TypeName tp_base_name = NULL;
      __Pyx_TypeName base_name = NULL;
      void* unknown = (void*)-1;
      PyObject* bases = __Pyx_PyType_GetSlot(type, tp_bases, PyObject*);
      int base_depth = 0;
      {
          PyTypeObject* base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*);
          while (base) {
              base_depth += 1;
              base = __Pyx_PyType_GetSlot(base, tp_base, PyTypeObject*);
          }
      }
      base_vtables = (void**) PyMem_Malloc(sizeof(void*) * (size_t)(base_depth + 1));
      base_vtables[0] = unknown;
  #if CYTHON_COMPILING_IN_LIMITED_API
      size = PyTuple_Size(bases);
      if (size < 0) goto other_failure;
  #else
      size = PyTuple_GET_SIZE(bases);
  #endif
      for (i = 1; i < size; i++) {
          PyObject *basei;
          void* base_vtable;
  #if CYTHON_AVOID_BORROWED_REFS
          basei = PySequence_GetItem(bases, i);
          if (unlikely(!basei)) goto other_failure;
  #elif !CYTHON_ASSUME_SAFE_MACROS
          basei = PyTuple_GetItem(bases, i);
          if (unlikely(!basei)) goto other_failure;
  #else
          basei = PyTuple_GET_ITEM(bases, i);
  #endif
          base_vtable = __Pyx_GetVtable((PyTypeObject*)basei);
  #if CYTHON_AVOID_BORROWED_REFS
          Py_DECREF(basei);
  #endif
          if (base_vtable != NULL) {
              int j;
              PyTypeObject* base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*);
              for (j = 0; j < base_depth; j++) {
                  if (base_vtables[j] == unknown) {
                      base_vtables[j] = __Pyx_GetVtable(base);
                      base_vtables[j + 1] = unknown;
                  }
                  if (base_vtables[j] == base_vtable) {
                      break;
                  } else if (base_vtables[j] == NULL) {
                      goto bad;
                  }
                  base = __Pyx_PyType_GetSlot(base, tp_base, PyTypeObject*);
              }
          }
      }
      PyErr_Clear();
      PyMem_Free(base_vtables);
      return 0;
  bad:
      {
          PyTypeObject* basei = NULL;
          PyTypeObject* tp_base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*);
          tp_base_name = __Pyx_PyType_GetFullyQualifiedName(tp_base);
  #if CYTHON_AVOID_BORROWED_REFS
          basei = (PyTypeObject*)PySequence_GetItem(bases, i);
          if (unlikely(!basei)) goto really_bad;
  #elif !CYTHON_ASSUME_SAFE_MACROS
          basei = (PyTypeObject*)PyTuple_GetItem(bases, i);
          if (unlikely(!basei)) goto really_bad;
  #else
          basei = (PyTypeObject*)PyTuple_GET_ITEM(bases, i);
  #endif
          base_name = __Pyx_PyType_GetFullyQualifiedName(basei);
  #if CYTHON_AVOID_BORROWED_REFS
          Py_DECREF(basei);
  #endif
      }
      PyErr_Format(PyExc_TypeError,
          "multiple bases have vtable conflict: '" __Pyx_FMT_TYPENAME "' and '" __Pyx_FMT_TYPENAME "'", tp_base_name, base_name);
  #if CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS
  really_bad: // bad has failed!
  #endif
      __Pyx_DECREF_TypeName(tp_base_name);
      __Pyx_DECREF_TypeName(base_name);
  #if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS
  other_failure:
  #endif
      PyMem_Free(base_vtables);
      return -1;
  }
  
/* DelItemOnTypeDict (used by SetupReduce) */
  static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k) {
      int result;
      PyObject *tp_dict;
  #if CYTHON_COMPILING_IN_LIMITED_API
      tp_dict = __Pyx_GetTypeDict(tp);
      if (unlikely(!tp_dict)) return -1;
  #else
      tp_dict = tp->tp_dict;
  #endif
      result = PyDict_DelItem(tp_dict, k);
      if (likely(!result)) PyType_Modified(tp);
      return result;
  }
  
/* SetupReduce */
  static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
    int ret;
    PyObject *name_attr;
    name_attr = __Pyx_PyObject_GetAttrStrNoError(meth, __pyx_mstate_global->__pyx_n_u_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_mstate_global->__pyx_n_u_getstate);
  #else
      getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_getstate);
      if (!getstate && PyErr_Occurred()) {
          goto __PYX_BAD;
      }
  #endif
      if (getstate) {
  #if CYTHON_USE_PYTYPE_LOOKUP
          object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate);
  #else
          object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_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_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
  #else
      object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
  #endif
      reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_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_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD;
  #else
          object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD;
  #endif
          reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
          if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_mstate_global->__pyx_n_u_reduce_cython)) {
              reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython);
              if (likely(reduce_cython)) {
                  ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                  ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
              } else if (reduce == object_reduce || PyErr_Occurred()) {
                  goto __PYX_BAD;
              }
              setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate);
              if (!setstate) PyErr_Clear();
              if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_mstate_global->__pyx_n_u_setstate_cython)) {
                  setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython);
                  if (likely(setstate_cython)) {
                      ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                      ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_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()) {
          __Pyx_TypeName type_obj_name =
              __Pyx_PyType_GetFullyQualifiedName((PyTypeObject*)type_obj);
          PyErr_Format(PyExc_RuntimeError,
              "Unable to initialize pickling for " __Pyx_FMT_TYPENAME, type_obj_name);
          __Pyx_DECREF_TypeName(type_obj_name);
      }
      ret = -1;
  __PYX_GOOD:
  #if !CYTHON_USE_PYTYPE_LOOKUP
      Py_XDECREF(object_reduce);
      Py_XDECREF(object_reduce_ex);
      Py_XDECREF(object_getstate);
      Py_XDECREF(getstate);
  #endif
      Py_XDECREF(reduce);
      Py_XDECREF(reduce_ex);
      Py_XDECREF(reduce_cython);
      Py_XDECREF(setstate);
      Py_XDECREF(setstate_cython);
      return ret;
  }
  
/* TypeImport */
  #ifndef __PYX_HAVE_RT_ImportType_3_2_4
  #define __PYX_HAVE_RT_ImportType_3_2_4
  static PyTypeObject *__Pyx_ImportType_3_2_4(PyObject *module, const char *module_name, const char *class_name,
      size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_4 check_size)
  {
      PyObject *result = 0;
      Py_ssize_t basicsize;
      Py_ssize_t itemsize;
  #if defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API)
      PyObject *py_basicsize;
      PyObject *py_itemsize;
  #endif
      result = PyObject_GetAttrString(module, class_name);
      if (!result)
          goto bad;
      if (!PyType_Check(result)) {
          PyErr_Format(PyExc_TypeError,
              "%.200s.%.200s is not a type object",
              module_name, class_name);
          goto bad;
      }
  #if !( defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API) )
      basicsize = ((PyTypeObject *)result)->tp_basicsize;
      itemsize = ((PyTypeObject *)result)->tp_itemsize;
  #else
      if (size == 0) {
          return (PyTypeObject *)result;
      }
      py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
      if (!py_basicsize)
          goto bad;
      basicsize = PyLong_AsSsize_t(py_basicsize);
      Py_DECREF(py_basicsize);
      py_basicsize = 0;
      if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
          goto bad;
      py_itemsize = PyObject_GetAttrString(result, "__itemsize__");
      if (!py_itemsize)
          goto bad;
      itemsize = PyLong_AsSsize_t(py_itemsize);
      Py_DECREF(py_itemsize);
      py_itemsize = 0;
      if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred())
          goto bad;
  #endif
      if (itemsize) {
          if (size % alignment) {
              alignment = size % alignment;
          }
          if (itemsize < (Py_ssize_t)alignment)
              itemsize = (Py_ssize_t)alignment;
      }
      if ((size_t)(basicsize + itemsize) < size) {
          PyErr_Format(PyExc_ValueError,
              "%.200s.%.200s size changed, may indicate binary incompatibility. "
              "Expected %zd from C header, got %zd from PyObject",
              module_name, class_name, size, basicsize+itemsize);
          goto bad;
      }
      if (check_size == __Pyx_ImportType_CheckSize_Error_3_2_4 &&
              ((size_t)basicsize > size || (size_t)(basicsize + itemsize) < size)) {
          PyErr_Format(PyExc_ValueError,
              "%.200s.%.200s size changed, may indicate binary incompatibility. "
              "Expected %zd from C header, got %zd-%zd from PyObject",
              module_name, class_name, size, basicsize, basicsize+itemsize);
          goto bad;
      }
      else if (check_size == __Pyx_ImportType_CheckSize_Warn_3_2_4 && (size_t)basicsize > size) {
          if (PyErr_WarnFormat(NULL, 0,
                  "%.200s.%.200s size changed, may indicate binary incompatibility. "
                  "Expected %zd from C header, got %zd from PyObject",
                  module_name, class_name, size, basicsize) < 0) {
              goto bad;
          }
      }
      return (PyTypeObject *)result;
  bad:
      Py_XDECREF(result);
      return NULL;
  }
  #endif
  
/* PxdImportShared (used by VoidPtrImport) */
  #ifndef __PYX_HAVE_RT_ImportFromPxd_3_2_4
  #define __PYX_HAVE_RT_ImportFromPxd_3_2_4
  static int __Pyx_ImportFromPxd_3_2_4(PyObject *module, const char *name, void **p, const char *sig, const char *what) {
      PyObject *d = 0;
      PyObject *cobj = 0;
      d = PyObject_GetAttrString(module, "__pyx_capi__");
      if (!d)
          goto bad;
  #if (defined(Py_LIMITED_API) && Py_LIMITED_API >= 0x030d0000) || (!defined(Py_LIMITED_API) && PY_VERSION_HEX >= 0x030d0000)
      PyDict_GetItemStringRef(d, name, &cobj);
  #else
      cobj = PyDict_GetItemString(d, name);
      Py_XINCREF(cobj);
  #endif
      if (!cobj) {
          PyErr_Format(PyExc_ImportError,
              "%.200s does not export expected C %.8s %.200s",
                  PyModule_GetName(module), what, name);
          goto bad;
      }
      if (!PyCapsule_IsValid(cobj, sig)) {
          PyErr_Format(PyExc_TypeError,
              "C %.8s %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
               what, PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
          goto bad;
      }
      *p = PyCapsule_GetPointer(cobj, sig);
      if (!(*p))
          goto bad;
      Py_DECREF(d);
      Py_DECREF(cobj);
      return 0;
  bad:
      Py_XDECREF(d);
      Py_XDECREF(cobj);
      return -1;
  }
  #endif
  
/* VoidPtrImport */
  #ifndef __PYX_HAVE_RT_ImportVoidPtr_3_2_4
  #define __PYX_HAVE_RT_ImportVoidPtr_3_2_4
  static int __Pyx_ImportVoidPtr_3_2_4(PyObject *module, const char *name, void **p, const char *sig) {
      return __Pyx_ImportFromPxd_3_2_4(module, name, p, sig, "variable");
  }
  #endif
  
/* FunctionImport */
  #ifndef __PYX_HAVE_RT_ImportFunction_3_2_4
  #define __PYX_HAVE_RT_ImportFunction_3_2_4
  static int __Pyx_ImportFunction_3_2_4(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
      union {
          void (*fp)(void);
          void *p;
      } tmp;
      int result = __Pyx_ImportFromPxd_3_2_4(module, funcname, &tmp.p, sig, "function");
      if (result == 0) {
          *f = tmp.fp;
      }
      return result;
  }
  #endif
  
/* ImportFrom */
  static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
      PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
      if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
          const char* module_name_str = 0;
          PyObject* module_name = 0;
          PyObject* module_dot = 0;
          PyObject* full_name = 0;
          PyErr_Clear();
          module_name_str = PyModule_GetName(module);
          if (unlikely(!module_name_str)) { goto modbad; }
          module_name = PyUnicode_FromString(module_name_str);
          if (unlikely(!module_name)) { goto modbad; }
          module_dot = PyUnicode_Concat(module_name, __pyx_mstate_global->__pyx_kp_u__2);
          if (unlikely(!module_dot)) { goto modbad; }
          full_name = PyUnicode_Concat(module_dot, name);
          if (unlikely(!full_name)) { goto modbad; }
          #if (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM  < 0x07030400) ||\
                  CYTHON_COMPILING_IN_GRAAL
          {
              PyObject *modules = PyImport_GetModuleDict();
              if (unlikely(!modules))
                  goto modbad;
              value = PyObject_GetItem(modules, full_name);
          }
          #else
          value = PyImport_GetModule(full_name);
          #endif
        modbad:
          Py_XDECREF(full_name);
          Py_XDECREF(module_dot);
          Py_XDECREF(module_name);
      }
      if (unlikely(!value)) {
          PyErr_Format(PyExc_ImportError, "cannot import name %S", name);
      }
      return value;
  }
  
/* Py3UpdateBases */
  static PyObject*
  __Pyx_PEP560_update_bases(PyObject *bases)
  {
      Py_ssize_t i, j, size_bases;
      PyObject *base = NULL, *meth, *new_base, *result, *new_bases = NULL;
  #if CYTHON_ASSUME_SAFE_SIZE
      size_bases = PyTuple_GET_SIZE(bases);
  #else
      size_bases = PyTuple_Size(bases);
      if (size_bases < 0) return NULL;
  #endif
      for (i = 0; i < size_bases; i++) {
  #if CYTHON_AVOID_BORROWED_REFS
          Py_CLEAR(base);
  #endif
  #if CYTHON_ASSUME_SAFE_MACROS
          base = PyTuple_GET_ITEM(bases, i);
  #else
          base = PyTuple_GetItem(bases, i);
          if (!base) goto error;
  #endif
  #if CYTHON_AVOID_BORROWED_REFS
          Py_INCREF(base);
  #endif
          if (PyType_Check(base)) {
              if (new_bases) {
                  if (PyList_Append(new_bases, base) < 0) {
                      goto error;
                  }
              }
              continue;
          }
          meth = __Pyx_PyObject_GetAttrStrNoError(base, __pyx_mstate_global->__pyx_n_u_mro_entries);
          if (!meth && PyErr_Occurred()) {
              goto error;
          }
          if (!meth) {
              if (new_bases) {
                  if (PyList_Append(new_bases, base) < 0) {
                      goto error;
                  }
              }
              continue;
          }
          new_base = __Pyx_PyObject_CallOneArg(meth, bases);
          Py_DECREF(meth);
          if (!new_base) {
              goto error;
          }
          if (!PyTuple_Check(new_base)) {
              PyErr_SetString(PyExc_TypeError,
                              "__mro_entries__ must return a tuple");
              Py_DECREF(new_base);
              goto error;
          }
          if (!new_bases) {
              if (!(new_bases = PyList_New(i))) {
                  goto error;
              }
              for (j = 0; j < i; j++) {
                  PyObject *base_from_list;
  #if CYTHON_ASSUME_SAFE_MACROS
                  base_from_list = PyTuple_GET_ITEM(bases, j);
                  PyList_SET_ITEM(new_bases, j, base_from_list);
                  Py_INCREF(base_from_list);
  #else
                  base_from_list = PyTuple_GetItem(bases, j);
                  if (!base_from_list) goto error;
                  Py_INCREF(base_from_list);
                  if (PyList_SetItem(new_bases, j, base_from_list) < 0) goto error;
  #endif
              }
          }
  #if CYTHON_ASSUME_SAFE_SIZE
          j = PyList_GET_SIZE(new_bases);
  #else
          j = PyList_Size(new_bases);
          if (j < 0) goto error;
  #endif
          if (PyList_SetSlice(new_bases, j, j, new_base) < 0) {
              goto error;
          }
          Py_DECREF(new_base);
      }
      if (!new_bases) {
          Py_INCREF(bases);
          return bases;
      }
      result = PyList_AsTuple(new_bases);
      Py_DECREF(new_bases);
  #if CYTHON_AVOID_BORROWED_REFS
      Py_XDECREF(base);
  #endif
      return result;
  error:
      Py_XDECREF(new_bases);
  #if CYTHON_AVOID_BORROWED_REFS
      Py_XDECREF(base);
  #endif
      return NULL;
  }
  
/* CalculateMetaclass */
  static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) {
      Py_ssize_t i, nbases;
  #if CYTHON_ASSUME_SAFE_SIZE
      nbases = PyTuple_GET_SIZE(bases);
  #else
      nbases = PyTuple_Size(bases);
      if (nbases < 0) return NULL;
  #endif
      for (i=0; i < nbases; i++) {
          PyTypeObject *tmptype;
  #if CYTHON_ASSUME_SAFE_MACROS
          PyObject *tmp = PyTuple_GET_ITEM(bases, i);
  #else
          PyObject *tmp = PyTuple_GetItem(bases, i);
          if (!tmp) return NULL;
  #endif
          tmptype = Py_TYPE(tmp);
          if (!metaclass) {
              metaclass = tmptype;
              continue;
          }
          if (PyType_IsSubtype(metaclass, tmptype))
              continue;
          if (PyType_IsSubtype(tmptype, metaclass)) {
              metaclass = tmptype;
              continue;
          }
          PyErr_SetString(PyExc_TypeError,
                          "metaclass conflict: "
                          "the metaclass of a derived class "
                          "must be a (non-strict) subclass "
                          "of the metaclasses of all its bases");
          return NULL;
      }
      if (!metaclass) {
          metaclass = &PyType_Type;
      }
      Py_INCREF((PyObject*) metaclass);
      return (PyObject*) metaclass;
  }
  
/* ClassMethod */
  static PyObject* __Pyx_Method_ClassMethod(PyObject *method) {
  #if CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM <= 0x05080000
      if (PyObject_TypeCheck(method, &PyWrapperDescr_Type)) {
          return PyClassMethod_New(method);
      }
  #else
  #if CYTHON_COMPILING_IN_PYPY
      if (PyMethodDescr_Check(method))
  #else
      if (__Pyx_TypeCheck(method, &PyMethodDescr_Type))
  #endif
      {
  #if CYTHON_COMPILING_IN_LIMITED_API
          return PyErr_Format(
              PyExc_SystemError,
              "Cython cannot yet handle classmethod on a MethodDescriptorType (%S) in limited API mode. "
              "This is most likely a classmethod in a cdef class method with binding=False. "
              "Try setting 'binding' to True.",
              method);
  #elif CYTHON_COMPILING_IN_GRAAL && defined(GRAALPY_VERSION_NUM) && GRAALPY_VERSION_NUM > 0x19000000
          PyTypeObject *d_type = GraalPyDescrObject_GetType(method);
          return PyDescr_NewClassMethod(d_type, GraalPyMethodDescrObject_GetMethod(method));
  #elif CYTHON_COMPILING_IN_GRAAL
          PyTypeObject *d_type = PyDescrObject_GetType(method);
          return PyDescr_NewClassMethod(d_type, PyMethodDescrObject_GetMethod(method));
  #else
          PyMethodDescrObject *descr = (PyMethodDescrObject *)method;
          PyTypeObject *d_type = descr->d_common.d_type;
          return PyDescr_NewClassMethod(d_type, descr->d_method);
  #endif
      }
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
      else if (PyMethod_Check(method)) {
          return PyClassMethod_New(PyMethod_GET_FUNCTION(method));
      }
      else {
          return PyClassMethod_New(method);
      }
  #else
      {
          PyObject *func=NULL;
          PyObject *builtins, *classmethod, *classmethod_str, *result=NULL;
          if (__Pyx_TypeCheck(method, __pyx_mstate_global->__Pyx_CachedMethodType)) {
              func = PyObject_GetAttrString(method, "__func__");
              if (!func) goto bad;
          } else {
              func = method;
              Py_INCREF(func);
          }
          builtins = PyEval_GetBuiltins(); // borrowed
          if (unlikely(!builtins)) goto bad;
          classmethod_str = PyUnicode_FromString("classmethod");
          if (unlikely(!classmethod_str)) goto bad;
          classmethod = PyObject_GetItem(builtins, classmethod_str);
          Py_DECREF(classmethod_str);
          if (unlikely(!classmethod)) goto bad;
          result = PyObject_CallFunctionObjArgs(classmethod, func, NULL);
          Py_DECREF(classmethod);
          bad:
          Py_XDECREF(func);
          return result;
      }
  #endif
  }
  
/* Py3ClassCreate */
  static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name,
                                             PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) {
      PyObject *ns;
      if (metaclass) {
          PyObject *prep = __Pyx_PyObject_GetAttrStrNoError(metaclass, __pyx_mstate_global->__pyx_n_u_prepare);
          if (prep) {
              PyObject *pargs[3] = {NULL, name, bases};
              ns = __Pyx_PyObject_FastCallDict(prep, pargs+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, mkw);
              Py_DECREF(prep);
          } else {
              if (unlikely(PyErr_Occurred()))
                  return NULL;
              ns = PyDict_New();
          }
      } else {
          ns = PyDict_New();
      }
      if (unlikely(!ns))
          return NULL;
      if (unlikely(PyObject_SetItem(ns, __pyx_mstate_global->__pyx_n_u_module, modname) < 0)) goto bad;
      if (unlikely(PyObject_SetItem(ns, __pyx_mstate_global->__pyx_n_u_qualname, qualname) < 0)) goto bad;
      if (unlikely(doc && PyObject_SetItem(ns, __pyx_mstate_global->__pyx_n_u_doc_2, doc) < 0)) goto bad;
      return ns;
  bad:
      Py_DECREF(ns);
      return NULL;
  }
  static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases,
                                        PyObject *dict, PyObject *mkw,
                                        int calculate_metaclass, int allow_py2_metaclass) {
      PyObject *result;
      PyObject *owned_metaclass = NULL;
      PyObject *margs[4] = {NULL, name, bases, dict};
      if (allow_py2_metaclass) {
          owned_metaclass = PyObject_GetItem(dict, __pyx_mstate_global->__pyx_n_u_metaclass);
          if (owned_metaclass) {
              metaclass = owned_metaclass;
          } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) {
              PyErr_Clear();
          } else {
              return NULL;
          }
      }
      if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) {
          metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases);
          Py_XDECREF(owned_metaclass);
          if (unlikely(!metaclass))
              return NULL;
          owned_metaclass = metaclass;
      }
      result = __Pyx_PyObject_FastCallDict(metaclass, margs+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, mkw);
      Py_XDECREF(owned_metaclass);
      return result;
  }
  
/* GetNameInClass */
  static PyObject *__Pyx__GetNameInClass(PyObject *nmspace, PyObject *name) {
      PyObject *result;
      PyObject *dict;
      assert(PyType_Check(nmspace));
  #if CYTHON_USE_TYPE_SLOTS
      dict = ((PyTypeObject*)nmspace)->tp_dict;
      Py_XINCREF(dict);
  #else
      dict = PyObject_GetAttr(nmspace, __pyx_mstate_global->__pyx_n_u_dict);
  #endif
      if (likely(dict)) {
          result = PyObject_GetItem(dict, name);
          Py_DECREF(dict);
          if (result) {
              return result;
          }
      }
      PyErr_Clear();
      __Pyx_GetModuleGlobalNameUncached(result, name);
      return result;
  }
  
/* CLineInTraceback (used by AddTraceback) */
  #if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME
  #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
  #define __Pyx_PyProbablyModule_GetDict(o) __Pyx_XNewRef(PyModule_GetDict(o))
  #elif !CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
  #define __Pyx_PyProbablyModule_GetDict(o) PyObject_GenericGetDict(o, NULL);
  #else
  PyObject* __Pyx_PyProbablyModule_GetDict(PyObject *o) {
      PyObject **dict_ptr = _PyObject_GetDictPtr(o);
      return dict_ptr ? __Pyx_XNewRef(*dict_ptr) : NULL;
  }
  #endif
  static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) {
      PyObject *use_cline = NULL;
      PyObject *ptype, *pvalue, *ptraceback;
      PyObject *cython_runtime_dict;
      CYTHON_MAYBE_UNUSED_VAR(tstate);
      if (unlikely(!__pyx_mstate_global->__pyx_cython_runtime)) {
          return c_line;
      }
      __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
      cython_runtime_dict = __Pyx_PyProbablyModule_GetDict(__pyx_mstate_global->__pyx_cython_runtime);
      if (likely(cython_runtime_dict)) {
          __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
              use_cline, cython_runtime_dict,
              __Pyx_PyDict_SetDefault(cython_runtime_dict, __pyx_mstate_global->__pyx_n_u_cline_in_traceback, Py_False))
      }
      if (use_cline == NULL || use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
          c_line = 0;
      }
      Py_XDECREF(use_cline);
      Py_XDECREF(cython_runtime_dict);
      __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
      return c_line;
  }
  #endif
  
/* CodeObjectCache (used by AddTraceback) */
  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 __Pyx_CachedCodeObjectType *__pyx__find_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line) {
      __Pyx_CachedCodeObjectType* code_object;
      int pos;
      if (unlikely(!code_line) || unlikely(!code_cache->entries)) {
          return NULL;
      }
      pos = __pyx_bisect_code_objects(code_cache->entries, code_cache->count, code_line);
      if (unlikely(pos >= code_cache->count) || unlikely(code_cache->entries[pos].code_line != code_line)) {
          return NULL;
      }
      code_object = code_cache->entries[pos].code_object;
      Py_INCREF(code_object);
      return code_object;
  }
  static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line) {
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS
      (void)__pyx__find_code_object;
      return NULL; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just miss.
  #else
      struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache;
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      __pyx_nonatomic_int_type old_count = __pyx_atomic_incr_acq_rel(&code_cache->accessor_count);
      if (old_count < 0) {
          __pyx_atomic_decr_acq_rel(&code_cache->accessor_count);
          return NULL;
      }
  #endif
      __Pyx_CachedCodeObjectType *result = __pyx__find_code_object(code_cache, code_line);
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      __pyx_atomic_decr_acq_rel(&code_cache->accessor_count);
  #endif
      return result;
  #endif
  }
  static void __pyx__insert_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line, __Pyx_CachedCodeObjectType* code_object)
  {
      int pos, i;
      __Pyx_CodeObjectCacheEntry* entries = code_cache->entries;
      if (unlikely(!code_line)) {
          return;
      }
      if (unlikely(!entries)) {
          entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
          if (likely(entries)) {
              code_cache->entries = entries;
              code_cache->max_count = 64;
              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(code_cache->entries, code_cache->count, code_line);
      if ((pos < code_cache->count) && unlikely(code_cache->entries[pos].code_line == code_line)) {
          __Pyx_CachedCodeObjectType* tmp = entries[pos].code_object;
          entries[pos].code_object = code_object;
          Py_INCREF(code_object);
          Py_DECREF(tmp);
          return;
      }
      if (code_cache->count == code_cache->max_count) {
          int new_max = code_cache->max_count + 64;
          entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
              code_cache->entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
          if (unlikely(!entries)) {
              return;
          }
          code_cache->entries = entries;
          code_cache->max_count = new_max;
      }
      for (i=code_cache->count; i>pos; i--) {
          entries[i] = entries[i-1];
      }
      entries[pos].code_line = code_line;
      entries[pos].code_object = code_object;
      code_cache->count++;
      Py_INCREF(code_object);
  }
  static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object) {
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS
      (void)__pyx__insert_code_object;
      return; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just fail.
  #else
      struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache;
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      __pyx_nonatomic_int_type expected = 0;
      if (!__pyx_atomic_int_cmp_exchange(&code_cache->accessor_count, &expected, INT_MIN)) {
          return;
      }
  #endif
      __pyx__insert_code_object(code_cache, code_line, code_object);
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      __pyx_atomic_sub(&code_cache->accessor_count, INT_MIN);
  #endif
  #endif
  }
  
/* AddTraceback */
  #include "compile.h"
  #include "frameobject.h"
  #include "traceback.h"
  #if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API && !defined(PYPY_VERSION)
    #ifndef Py_BUILD_CORE
      #define Py_BUILD_CORE 1
    #endif
    #include "internal/pycore_frame.h"
  #endif
  #if CYTHON_COMPILING_IN_LIMITED_API
  static PyObject *__Pyx_PyCode_Replace_For_AddTraceback(PyObject *code, PyObject *scratch_dict,
                                                         PyObject *firstlineno, PyObject *name) {
      PyObject *replace = NULL;
      if (unlikely(PyDict_SetItemString(scratch_dict, "co_firstlineno", firstlineno))) return NULL;
      if (unlikely(PyDict_SetItemString(scratch_dict, "co_name", name))) return NULL;
      replace = PyObject_GetAttrString(code, "replace");
      if (likely(replace)) {
          PyObject *result = PyObject_Call(replace, __pyx_mstate_global->__pyx_empty_tuple, scratch_dict);
          Py_DECREF(replace);
          return result;
      }
      PyErr_Clear();
      return NULL;
  }
  static void __Pyx_AddTraceback(const char *funcname, int c_line,
                                 int py_line, const char *filename) {
      PyObject *code_object = NULL, *py_py_line = NULL, *py_funcname = NULL, *dict = NULL;
      PyObject *replace = NULL, *getframe = NULL, *frame = NULL;
      PyObject *exc_type, *exc_value, *exc_traceback;
      int success = 0;
      if (c_line) {
          c_line = __Pyx_CLineForTraceback(__Pyx_PyThreadState_Current, c_line);
      }
      PyErr_Fetch(&exc_type, &exc_value, &exc_traceback);
      code_object = __pyx_find_code_object(c_line ? -c_line : py_line);
      if (!code_object) {
          code_object = Py_CompileString("_getframe()", filename, Py_eval_input);
          if (unlikely(!code_object)) goto bad;
          py_py_line = PyLong_FromLong(py_line);
          if (unlikely(!py_py_line)) goto bad;
          if (c_line) {
              py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
          } else {
              py_funcname = PyUnicode_FromString(funcname);
          }
          if (unlikely(!py_funcname)) goto bad;
          dict = PyDict_New();
          if (unlikely(!dict)) goto bad;
          {
              PyObject *old_code_object = code_object;
              code_object = __Pyx_PyCode_Replace_For_AddTraceback(code_object, dict, py_py_line, py_funcname);
              Py_DECREF(old_code_object);
          }
          if (unlikely(!code_object)) goto bad;
          __pyx_insert_code_object(c_line ? -c_line : py_line, code_object);
      } else {
          dict = PyDict_New();
      }
      getframe = PySys_GetObject("_getframe");
      if (unlikely(!getframe)) goto bad;
      if (unlikely(PyDict_SetItemString(dict, "_getframe", getframe))) goto bad;
      frame = PyEval_EvalCode(code_object, dict, dict);
      if (unlikely(!frame) || frame == Py_None) goto bad;
      success = 1;
    bad:
      PyErr_Restore(exc_type, exc_value, exc_traceback);
      Py_XDECREF(code_object);
      Py_XDECREF(py_py_line);
      Py_XDECREF(py_funcname);
      Py_XDECREF(dict);
      Py_XDECREF(replace);
      if (success) {
          PyTraceBack_Here(
              (struct _frame*)frame);
      }
      Py_XDECREF(frame);
  }
  #else
  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 (c_line) {
          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;
      }
      py_code = PyCode_NewEmpty(filename, funcname, py_line);
      Py_XDECREF(py_funcname);
      return py_code;
  bad:
      Py_XDECREF(py_funcname);
      return NULL;
  }
  static void __Pyx_AddTraceback(const char *funcname, int c_line,
                                 int py_line, const char *filename) {
      PyCodeObject *py_code = 0;
      PyFrameObject *py_frame = 0;
      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_mstate_global->__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);
  }
  #endif
  
/* MemviewRefcount */
  #include <stdio.h>
  #ifndef _Py_NO_RETURN
  #define _Py_NO_RETURN
  #endif
  _Py_NO_RETURN
  static void __pyx_fatalerror(const char *fmt, ...) {
      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_type *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_type *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)
  {
      __pyx_nonatomic_int_type old_acquisition_count;
      struct __pyx_memoryview_obj *memview = memslice->memview;
      if (unlikely(!memview || (PyObject *) memview == Py_None)) {
          return;
      }
      old_acquisition_count = __pyx_add_acquisition_count(memview);
      if (unlikely(old_acquisition_count <= 0)) {
          if (likely(old_acquisition_count == 0)) {
              if (have_gil) {
                  Py_INCREF((PyObject *) memview);
              } else {
                  PyGILState_STATE _gilstate = PyGILState_Ensure();
                  Py_INCREF((PyObject *) memview);
                  PyGILState_Release(_gilstate);
              }
          } else {
              __pyx_fatalerror("Acquisition count is %d (line %d)",
                               old_acquisition_count+1, lineno);
          }
      }
  }
  static CYTHON_INLINE void __Pyx_XCLEAR_MEMVIEW(__Pyx_memviewslice *memslice,
                                               int have_gil, int lineno) {
      __pyx_nonatomic_int_type old_acquisition_count;
      struct __pyx_memoryview_obj *memview = memslice->memview;
      if (unlikely(!memview || (PyObject *) memview == Py_None)) {
          memslice->memview = NULL;
          return;
      }
      old_acquisition_count = __pyx_sub_acquisition_count(memview);
      memslice->data = NULL;
      if (likely(old_acquisition_count > 1)) {
          memslice->memview = NULL;
      } else if (likely(old_acquisition_count == 1)) {
          if (have_gil) {
              Py_CLEAR(memslice->memview);
          } else {
              PyGILState_STATE _gilstate = PyGILState_Ensure();
              Py_CLEAR(memslice->memview);
              PyGILState_Release(_gilstate);
          }
      } else {
          __pyx_fatalerror("Acquisition count is %d (line %d)",
                           old_acquisition_count-1, lineno);
      }
  }
  
/* 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);
  }
  
/* 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((PyObject*)memview);
      }
      retval = 0;
      goto no_fail;
  fail:
      memviewslice->memview = 0;
      memviewslice->data = 0;
      retval = -1;
  no_fail:
      __Pyx_RefNannyFinishContext();
      return retval;
  }
  
/* 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;\
      }
  
/* MemviewDtypeToObject */
  static CYTHON_INLINE PyObject *__pyx_memview_get_int(const char *itemp) {
      return (PyObject *) __Pyx_PyLong_From_int(*(int const *) itemp);
  }
  static CYTHON_INLINE int __pyx_memview_set_int(char *itemp, PyObject *obj) {
      int value = __Pyx_PyLong_As_int(obj);
      if (unlikely((value == (int)-1) && PyErr_Occurred()))
          return 0;
      *(int *) itemp = value;
      return 1;
  }
  
/* ToPyCTupleUtility */
  static PyObject* __pyx_convert__to_py___pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc(__pyx_ctuple_b2452d__5spacy_5attrs_enum__dunderpyx_t_5spacy_5attrs___etc value) {
      PyObject* items[6] = { 0, 0, 0, 0, 0, 0 };
      PyObject* result = NULL;
          items[0] = __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(value.f0);
          if (unlikely(!items[0])) goto bad;
          items[1] = __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(value.f1);
          if (unlikely(!items[1])) goto bad;
          items[2] = __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(value.f2);
          if (unlikely(!items[2])) goto bad;
          items[3] = __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(value.f3);
          if (unlikely(!items[3])) goto bad;
          items[4] = __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(value.f4);
          if (unlikely(!items[4])) goto bad;
          items[5] = __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(value.f5);
          if (unlikely(!items[5])) goto bad;
      result = PyTuple_New(6);
      if (unlikely(!result)) goto bad;
      for (Py_ssize_t i=0; i<6; ++i) {
          PyObject *item = items[i];
          items[i] = NULL;
          #if !CYTHON_ASSUME_SAFE_MACROS
          if (unlikely(PyTuple_SetItem(result, i, item) < 0)) goto bad;
          #else
          PyTuple_SET_ITEM(result, i, item);
          #endif
      }
      return result;
  bad:
      Py_XDECREF(result);
      for (Py_ssize_t i=5; i >= 0; --i) {
          Py_XDECREF(items[i]);
      }
      return NULL;
  }
  
/* TypeInfoCompare (used by MemviewSliceValidateAndInit) */
  static int
  __pyx_typeinfo_cmp(const __Pyx_TypeInfo *a, const __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++) {
                  const __Pyx_StructField *field_a = a->fields + i;
                  const __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 (used by ObjectToMemviewSlice) */
  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, int ndim, int spec)
  {
      CYTHON_UNUSED_VAR(ndim);
      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,
                  const __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((PyObject*)new_memview);
      retval = -1;
  no_fail:
      __Pyx_RefNannyFinishContext();
      return retval;
  }
  
/* ObjectToMemviewSlice */
  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dsds_int(PyObject *obj, int writable_flag) {
      __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT;
      __Pyx_BufFmt_StackElem stack[1];
      int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
      int retcode;
      if (obj == Py_None) {
          result.memview = (struct __pyx_memoryview_obj *) Py_None;
          return result;
      }
      retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                   PyBUF_RECORDS_RO | writable_flag, 2,
                                                   &__Pyx_TypeInfo_int, 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 && (1) && (!0 || __cplusplus)
    #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 && (1) && (!0 || __cplusplus)
  #else
      static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
         return (a.real == b.real) && (a.imag == b.imag);
      }
      static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
          __pyx_t_float_complex z;
          z.real = a.real + b.real;
          z.imag = a.imag + b.imag;
          return z;
      }
      static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
          __pyx_t_float_complex z;
          z.real = a.real - b.real;
          z.imag = a.imag - b.imag;
          return z;
      }
      static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
          __pyx_t_float_complex z;
          z.real = a.real * b.real - a.imag * b.imag;
          z.imag = a.real * b.imag + a.imag * b.real;
          return z;
      }
      #if 1
      static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
          if (b.imag == 0) {
              return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
          } else if (fabsf(b.real) >= fabsf(b.imag)) {
              if (b.real == 0 && b.imag == 0) {
                  return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
              } else {
                  float r = b.imag / b.real;
                  float s = (float)(1.0) / (b.real + b.imag * r);
                  return __pyx_t_float_complex_from_parts(
                      (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
              }
          } else {
              float r = b.real / b.imag;
              float s = (float)(1.0) / (b.imag + b.real * r);
              return __pyx_t_float_complex_from_parts(
                  (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
          }
      }
      #else
      static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
          if (b.imag == 0) {
              return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
          } else {
              float denom = b.real * b.real + b.imag * b.imag;
              return __pyx_t_float_complex_from_parts(
                  (a.real * b.real + a.imag * b.imag) / denom,
                  (a.imag * b.real - a.real * b.imag) / denom);
          }
      }
      #endif
      static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
          __pyx_t_float_complex z;
          z.real = -a.real;
          z.imag = -a.imag;
          return z;
      }
      static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
         return (a.real == 0) && (a.imag == 0);
      }
      static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
          __pyx_t_float_complex z;
          z.real =  a.real;
          z.imag = -a.imag;
          return z;
      }
      #if 1
          static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
            #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
              return sqrtf(z.real*z.real + z.imag*z.imag);
            #else
              return hypotf(z.real, z.imag);
            #endif
          }
          static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
              __pyx_t_float_complex z;
              float r, lnr, theta, z_r, z_theta;
              if (b.imag == 0 && b.real == (int)b.real) {
                  if (b.real < 0) {
                      float denom = a.real * a.real + a.imag * a.imag;
                      a.real = a.real / denom;
                      a.imag = -a.imag / denom;
                      b.real = -b.real;
                  }
                  switch ((int)b.real) {
                      case 0:
                          z.real = 1;
                          z.imag = 0;
                          return z;
                      case 1:
                          return a;
                      case 2:
                          return __Pyx_c_prod_float(a, a);
                      case 3:
                          z = __Pyx_c_prod_float(a, a);
                          return __Pyx_c_prod_float(z, a);
                      case 4:
                          z = __Pyx_c_prod_float(a, a);
                          return __Pyx_c_prod_float(z, z);
                  }
              }
              if (a.imag == 0) {
                  if (a.real == 0) {
                      return a;
                  } else if ((b.imag == 0) && (a.real >= 0)) {
                      z.real = powf(a.real, b.real);
                      z.imag = 0;
                      return z;
                  } else if (a.real > 0) {
                      r = a.real;
                      theta = 0;
                  } else {
                      r = -a.real;
                      theta = atan2f(0.0, -1.0);
                  }
              } else {
                  r = __Pyx_c_abs_float(a);
                  theta = atan2f(a.imag, a.real);
              }
              lnr = logf(r);
              z_r = expf(lnr * b.real - theta * b.imag);
              z_theta = theta * b.real + lnr * b.imag;
              z.real = z_r * cosf(z_theta);
              z.imag = z_r * sinf(z_theta);
              return z;
          }
      #endif
  #endif
  
/* Declarations */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
    #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 && (1) && (!0 || __cplusplus)
  #else
      static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
         return (a.real == b.real) && (a.imag == b.imag);
      }
      static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
          __pyx_t_double_complex z;
          z.real = a.real + b.real;
          z.imag = a.imag + b.imag;
          return z;
      }
      static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
          __pyx_t_double_complex z;
          z.real = a.real - b.real;
          z.imag = a.imag - b.imag;
          return z;
      }
      static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
          __pyx_t_double_complex z;
          z.real = a.real * b.real - a.imag * b.imag;
          z.imag = a.real * b.imag + a.imag * b.real;
          return z;
      }
      #if 1
      static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
          if (b.imag == 0) {
              return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
          } else if (fabs(b.real) >= fabs(b.imag)) {
              if (b.real == 0 && b.imag == 0) {
                  return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
              } else {
                  double r = b.imag / b.real;
                  double s = (double)(1.0) / (b.real + b.imag * r);
                  return __pyx_t_double_complex_from_parts(
                      (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
              }
          } else {
              double r = b.real / b.imag;
              double s = (double)(1.0) / (b.imag + b.real * r);
              return __pyx_t_double_complex_from_parts(
                  (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
          }
      }
      #else
      static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
          if (b.imag == 0) {
              return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
          } else {
              double denom = b.real * b.real + b.imag * b.imag;
              return __pyx_t_double_complex_from_parts(
                  (a.real * b.real + a.imag * b.imag) / denom,
                  (a.imag * b.real - a.real * b.imag) / denom);
          }
      }
      #endif
      static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
          __pyx_t_double_complex z;
          z.real = -a.real;
          z.imag = -a.imag;
          return z;
      }
      static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
         return (a.real == 0) && (a.imag == 0);
      }
      static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
          __pyx_t_double_complex z;
          z.real =  a.real;
          z.imag = -a.imag;
          return z;
      }
      #if 1
          static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
            #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
              return sqrt(z.real*z.real + z.imag*z.imag);
            #else
              return hypot(z.real, z.imag);
            #endif
          }
          static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
              __pyx_t_double_complex z;
              double r, lnr, theta, z_r, z_theta;
              if (b.imag == 0 && b.real == (int)b.real) {
                  if (b.real < 0) {
                      double denom = a.real * a.real + a.imag * a.imag;
                      a.real = a.real / denom;
                      a.imag = -a.imag / denom;
                      b.real = -b.real;
                  }
                  switch ((int)b.real) {
                      case 0:
                          z.real = 1;
                          z.imag = 0;
                          return z;
                      case 1:
                          return a;
                      case 2:
                          return __Pyx_c_prod_double(a, a);
                      case 3:
                          z = __Pyx_c_prod_double(a, a);
                          return __Pyx_c_prod_double(z, a);
                      case 4:
                          z = __Pyx_c_prod_double(a, a);
                          return __Pyx_c_prod_double(z, z);
                  }
              }
              if (a.imag == 0) {
                  if (a.real == 0) {
                      return a;
                  } else if ((b.imag == 0) && (a.real >= 0)) {
                      z.real = pow(a.real, b.real);
                      z.imag = 0;
                      return z;
                  } else if (a.real > 0) {
                      r = a.real;
                      theta = 0;
                  } else {
                      r = -a.real;
                      theta = atan2(0.0, -1.0);
                  }
              } else {
                  r = __Pyx_c_abs_double(a);
                  theta = atan2(a.imag, a.real);
              }
              lnr = log(r);
              z_r = exp(lnr * b.real - theta * b.imag);
              z_theta = theta * b.real + lnr * b.imag;
              z.real = z_r * cos(z_theta);
              z.imag = z_r * sin(z_theta);
              return z;
          }
      #endif
  #endif
  
/* Declarations */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
    #ifdef __cplusplus
      static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
        return ::std::complex< long double >(x, y);
      }
    #else
      static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
        return x + y*(__pyx_t_long_double_complex)_Complex_I;
      }
    #endif
  #else
      static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) {
        __pyx_t_long_double_complex z;
        z.real = x;
        z.imag = y;
        return z;
      }
  #endif
  
/* Arithmetic */
  #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #else
      static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
         return (a.real == b.real) && (a.imag == b.imag);
      }
      static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
          __pyx_t_long_double_complex z;
          z.real = a.real + b.real;
          z.imag = a.imag + b.imag;
          return z;
      }
      static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
          __pyx_t_long_double_complex z;
          z.real = a.real - b.real;
          z.imag = a.imag - b.imag;
          return z;
      }
      static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
          __pyx_t_long_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_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
          if (b.imag == 0) {
              return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real);
          } else if (fabsl(b.real) >= fabsl(b.imag)) {
              if (b.real == 0 && b.imag == 0) {
                  return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
              } else {
                  long double r = b.imag / b.real;
                  long double s = (long double)(1.0) / (b.real + b.imag * r);
                  return __pyx_t_long_double_complex_from_parts(
                      (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
              }
          } else {
              long double r = b.real / b.imag;
              long double s = (long double)(1.0) / (b.imag + b.real * r);
              return __pyx_t_long_double_complex_from_parts(
                  (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
          }
      }
      #else
      static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
          if (b.imag == 0) {
              return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real);
          } else {
              long double denom = b.real * b.real + b.imag * b.imag;
              return __pyx_t_long_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_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex a) {
          __pyx_t_long_double_complex z;
          z.real = -a.real;
          z.imag = -a.imag;
          return z;
      }
      static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex a) {
         return (a.real == 0) && (a.imag == 0);
      }
      static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex a) {
          __pyx_t_long_double_complex z;
          z.real =  a.real;
          z.imag = -a.imag;
          return z;
      }
      #if 1
          static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex z) {
            #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
              return sqrtl(z.real*z.real + z.imag*z.imag);
            #else
              return hypotl(z.real, z.imag);
            #endif
          }
          static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) {
              __pyx_t_long_double_complex z;
              long double r, lnr, theta, z_r, z_theta;
              if (b.imag == 0 && b.real == (int)b.real) {
                  if (b.real < 0) {
                      long 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_long__double(a, a);
                      case 3:
                          z = __Pyx_c_prod_long__double(a, a);
                          return __Pyx_c_prod_long__double(z, a);
                      case 4:
                          z = __Pyx_c_prod_long__double(a, a);
                          return __Pyx_c_prod_long__double(z, z);
                  }
              }
              if (a.imag == 0) {
                  if (a.real == 0) {
                      return a;
                  } else if ((b.imag == 0) && (a.real >= 0)) {
                      z.real = powl(a.real, b.real);
                      z.imag = 0;
                      return z;
                  } else if (a.real > 0) {
                      r = a.real;
                      theta = 0;
                  } else {
                      r = -a.real;
                      theta = atan2l(0.0, -1.0);
                  }
              } else {
                  r = __Pyx_c_abs_long__double(a);
                  theta = atan2l(a.imag, a.real);
              }
              lnr = logl(r);
              z_r = expl(lnr * b.real - theta * b.imag);
              z_theta = theta * b.real + lnr * b.imag;
              z.real = z_r * cosl(z_theta);
              z.imag = z_r * sinl(z_theta);
              return z;
          }
      #endif
  #endif
  
/* MemviewSliceCopy */
  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 = __Pyx_MEMSLICE_INIT;
      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 = PyLong_FromSsize_t(from_mvs->shape[i]);
          if(unlikely(!temp_int)) {
              goto fail;
          } else {
  #if CYTHON_ASSUME_SAFE_MACROS
              PyTuple_SET_ITEM(shape_tuple, i, temp_int);
  #else
              if (PyTuple_SetItem(shape_tuple, i, temp_int) < 0) {
                  goto fail;
              }
  #endif
              temp_int = NULL;
          }
      }
      array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, 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((PyObject *) new_mvs.memview);
      new_mvs.memview = NULL;
      new_mvs.data = NULL;
  no_fail:
      __Pyx_XDECREF(shape_tuple);
      __Pyx_XDECREF(temp_int);
      __Pyx_XDECREF((PyObject *) array_obj);
      __Pyx_RefNannyFinishContext();
      return new_mvs;
  }
  
/* CIntFromPy */
  static CYTHON_INLINE int __Pyx_PyLong_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 (unlikely(!PyLong_Check(x))) {
          int val;
          PyObject *tmp = __Pyx_PyNumber_Long(x);
          if (!tmp) return (int) -1;
          val = __Pyx_PyLong_As_int(tmp);
          Py_DECREF(tmp);
          return val;
      }
      if (is_unsigned) {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (unlikely(__Pyx_PyLong_IsNeg(x))) {
              goto raise_neg_overflow;
          } else if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_DigitCount(x)) {
                  case 2:
                      if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) >= 2 * PyLong_SHIFT)) {
                              return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) >= 3 * PyLong_SHIFT)) {
                              return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) >= 4 * PyLong_SHIFT)) {
                              return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                          }
                      }
                      break;
              }
          }
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
          if (unlikely(Py_SIZE(x) < 0)) {
              goto raise_neg_overflow;
          }
  #else
          {
              int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
              if (unlikely(result < 0))
                  return (int) -1;
              if (unlikely(result == 1))
                  goto raise_neg_overflow;
          }
  #endif
          if ((sizeof(int) <= sizeof(unsigned long))) {
              __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
          } else if ((sizeof(int) <= sizeof(unsigned PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
          }
      } else {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_SignedDigitCount(x)) {
                  case -2:
                      if ((8 * sizeof(int) - 1 > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
                              return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                          }
                      }
                      break;
                  case 2:
                      if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
                              return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                          }
                      }
                      break;
                  case -3:
                      if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
                              return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
                              return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                          }
                      }
                      break;
                  case -4:
                      if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
                              return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
                              return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                          }
                      }
                      break;
              }
          }
  #endif
          if ((sizeof(int) <= sizeof(long))) {
              __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
          } else if ((sizeof(int) <= sizeof(PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
          }
      }
      {
          int val;
          int ret = -1;
  #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
          Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
              x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
          if (unlikely(bytes_copied == -1)) {
          } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
              goto raise_overflow;
          } else {
              ret = 0;
          }
  #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
          int one = 1; int is_little = (int)*(unsigned char *)&one;
          unsigned char *bytes = (unsigned char *)&val;
          ret = _PyLong_AsByteArray((PyLongObject *)x,
                                      bytes, sizeof(val),
                                      is_little, !is_unsigned);
  #else
          PyObject *v;
          PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
          int bits, remaining_bits, is_negative = 0;
          int chunk_size = (sizeof(long) < 8) ? 30 : 62;
          if (likely(PyLong_CheckExact(x))) {
              v = __Pyx_NewRef(x);
          } else {
              v = PyNumber_Long(x);
              if (unlikely(!v)) return (int) -1;
              assert(PyLong_CheckExact(v));
          }
          {
              int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
              if (unlikely(result < 0)) {
                  Py_DECREF(v);
                  return (int) -1;
              }
              is_negative = result == 1;
          }
          if (is_unsigned && unlikely(is_negative)) {
              Py_DECREF(v);
              goto raise_neg_overflow;
          } else if (is_negative) {
              stepval = PyNumber_Invert(v);
              Py_DECREF(v);
              if (unlikely(!stepval))
                  return (int) -1;
          } else {
              stepval = v;
          }
          v = NULL;
          val = (int) 0;
          mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
          shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
          for (bits = 0; bits < (int) sizeof(int) * 8 - chunk_size; bits += chunk_size) {
              PyObject *tmp, *digit;
              long idigit;
              digit = PyNumber_And(stepval, mask);
              if (unlikely(!digit)) goto done;
              idigit = PyLong_AsLong(digit);
              Py_DECREF(digit);
              if (unlikely(idigit < 0)) goto done;
              val |= ((int) idigit) << bits;
              tmp = PyNumber_Rshift(stepval, shift);
              if (unlikely(!tmp)) goto done;
              Py_DECREF(stepval); stepval = tmp;
          }
          Py_DECREF(shift); shift = NULL;
          Py_DECREF(mask); mask = NULL;
          {
              long idigit = PyLong_AsLong(stepval);
              if (unlikely(idigit < 0)) goto done;
              remaining_bits = ((int) sizeof(int) * 8) - bits - (is_unsigned ? 0 : 1);
              if (unlikely(idigit >= (1L << remaining_bits)))
                  goto raise_overflow;
              val |= ((int) idigit) << bits;
          }
          if (!is_unsigned) {
              if (unlikely(val & (((int) 1) << (sizeof(int) * 8 - 1))))
                  goto raise_overflow;
              if (is_negative)
                  val = ~val;
          }
          ret = 0;
      done:
          Py_XDECREF(shift);
          Py_XDECREF(mask);
          Py_XDECREF(stepval);
  #endif
          if (unlikely(ret))
              return (int) -1;
          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 enum __pyx_t_5spacy_5attrs_attr_id_t __Pyx_PyLong_As_enum____pyx_t_5spacy_5attrs_attr_id_t(PyObject *x) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const enum __pyx_t_5spacy_5attrs_attr_id_t neg_one = (enum __pyx_t_5spacy_5attrs_attr_id_t) -1, const_zero = (enum __pyx_t_5spacy_5attrs_attr_id_t) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (unlikely(!PyLong_Check(x))) {
          enum __pyx_t_5spacy_5attrs_attr_id_t val;
          PyObject *tmp = __Pyx_PyNumber_Long(x);
          if (!tmp) return (enum __pyx_t_5spacy_5attrs_attr_id_t) -1;
          val = __Pyx_PyLong_As_enum____pyx_t_5spacy_5attrs_attr_id_t(tmp);
          Py_DECREF(tmp);
          return val;
      }
      if (is_unsigned) {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (unlikely(__Pyx_PyLong_IsNeg(x))) {
              goto raise_neg_overflow;
          } else if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_DigitCount(x)) {
                  case 2:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) >= 2 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) (((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0]));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) >= 3 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) (((((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[2]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0]));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_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(enum __pyx_t_5spacy_5attrs_attr_id_t) >= 4 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) (((((((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[3]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[2]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0]));
                          }
                      }
                      break;
              }
          }
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
          if (unlikely(Py_SIZE(x) < 0)) {
              goto raise_neg_overflow;
          }
  #else
          {
              int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
              if (unlikely(result < 0))
                  return (enum __pyx_t_5spacy_5attrs_attr_id_t) -1;
              if (unlikely(result == 1))
                  goto raise_neg_overflow;
          }
  #endif
          if ((sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(unsigned long))) {
              __PYX_VERIFY_RETURN_INT_EXC(enum __pyx_t_5spacy_5attrs_attr_id_t, unsigned long, PyLong_AsUnsignedLong(x))
          } else if ((sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(unsigned PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(enum __pyx_t_5spacy_5attrs_attr_id_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
          }
      } else {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_SignedDigitCount(x)) {
                  case -2:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 2 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) (((enum __pyx_t_5spacy_5attrs_attr_id_t)-1)*(((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0])));
                          }
                      }
                      break;
                  case 2:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 2 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) ((((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0])));
                          }
                      }
                      break;
                  case -3:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 3 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) (((enum __pyx_t_5spacy_5attrs_attr_id_t)-1)*(((((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[2]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0])));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 3 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) ((((((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[2]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0])));
                          }
                      }
                      break;
                  case -4:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_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(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 4 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) (((enum __pyx_t_5spacy_5attrs_attr_id_t)-1)*(((((((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[3]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[2]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0])));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(enum __pyx_t_5spacy_5attrs_attr_id_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(enum __pyx_t_5spacy_5attrs_attr_id_t) - 1 > 4 * PyLong_SHIFT)) {
                              return (enum __pyx_t_5spacy_5attrs_attr_id_t) ((((((((((enum __pyx_t_5spacy_5attrs_attr_id_t)digits[3]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[2]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[1]) << PyLong_SHIFT) | (enum __pyx_t_5spacy_5attrs_attr_id_t)digits[0])));
                          }
                      }
                      break;
              }
          }
  #endif
          if ((sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(long))) {
              __PYX_VERIFY_RETURN_INT_EXC(enum __pyx_t_5spacy_5attrs_attr_id_t, long, PyLong_AsLong(x))
          } else if ((sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(enum __pyx_t_5spacy_5attrs_attr_id_t, PY_LONG_LONG, PyLong_AsLongLong(x))
          }
      }
      {
          enum __pyx_t_5spacy_5attrs_attr_id_t val;
          int ret = -1;
  #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
          Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
              x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
          if (unlikely(bytes_copied == -1)) {
          } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
              goto raise_overflow;
          } else {
              ret = 0;
          }
  #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
          int one = 1; int is_little = (int)*(unsigned char *)&one;
          unsigned char *bytes = (unsigned char *)&val;
          ret = _PyLong_AsByteArray((PyLongObject *)x,
                                      bytes, sizeof(val),
                                      is_little, !is_unsigned);
  #else
          PyErr_SetString(PyExc_RuntimeError,
                          "_PyLong_AsByteArray() or PyLong_AsNativeBytes() not available, cannot convert large enums");
          val = (enum __pyx_t_5spacy_5attrs_attr_id_t) -1;
  #endif
          if (unlikely(ret))
              return (enum __pyx_t_5spacy_5attrs_attr_id_t) -1;
          return val;
      }
  raise_overflow:
      PyErr_SetString(PyExc_OverflowError,
          "value too large to convert to enum __pyx_t_5spacy_5attrs_attr_id_t");
      return (enum __pyx_t_5spacy_5attrs_attr_id_t) -1;
  raise_neg_overflow:
      PyErr_SetString(PyExc_OverflowError,
          "can't convert negative value to enum __pyx_t_5spacy_5attrs_attr_id_t");
      return (enum __pyx_t_5spacy_5attrs_attr_id_t) -1;
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_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 PyLong_FromLong((long) value);
          } else if (sizeof(int) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } 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 PyLong_FromLong((long) value);
          } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(int),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_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 PyLong_FromLong((long) value);
          } else if (sizeof(uint64_t) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } 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 PyLong_FromLong((long) value);
          } else if (sizeof(uint64_t) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(uint64_t),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(uint64_t));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntFromPy */
  static CYTHON_INLINE uint64_t __Pyx_PyLong_As_uint64_t(PyObject *x) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const uint64_t neg_one = (uint64_t) -1, const_zero = (uint64_t) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (unlikely(!PyLong_Check(x))) {
          uint64_t val;
          PyObject *tmp = __Pyx_PyNumber_Long(x);
          if (!tmp) return (uint64_t) -1;
          val = __Pyx_PyLong_As_uint64_t(tmp);
          Py_DECREF(tmp);
          return val;
      }
      if (is_unsigned) {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (unlikely(__Pyx_PyLong_IsNeg(x))) {
              goto raise_neg_overflow;
          } else if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(uint64_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_DigitCount(x)) {
                  case 2:
                      if ((8 * sizeof(uint64_t) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) >= 2 * PyLong_SHIFT)) {
                              return (uint64_t) (((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(uint64_t) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) >= 3 * PyLong_SHIFT)) {
                              return (uint64_t) (((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(uint64_t) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) >= 4 * PyLong_SHIFT)) {
                              return (uint64_t) (((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                          }
                      }
                      break;
              }
          }
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
          if (unlikely(Py_SIZE(x) < 0)) {
              goto raise_neg_overflow;
          }
  #else
          {
              int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
              if (unlikely(result < 0))
                  return (uint64_t) -1;
              if (unlikely(result == 1))
                  goto raise_neg_overflow;
          }
  #endif
          if ((sizeof(uint64_t) <= sizeof(unsigned long))) {
              __PYX_VERIFY_RETURN_INT_EXC(uint64_t, unsigned long, PyLong_AsUnsignedLong(x))
          } else if ((sizeof(uint64_t) <= sizeof(unsigned PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(uint64_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
          }
      } else {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(uint64_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_SignedDigitCount(x)) {
                  case -2:
                      if ((8 * sizeof(uint64_t) - 1 > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT)) {
                              return (uint64_t) (((uint64_t)-1)*(((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                          }
                      }
                      break;
                  case 2:
                      if ((8 * sizeof(uint64_t) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT)) {
                              return (uint64_t) ((((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                          }
                      }
                      break;
                  case -3:
                      if ((8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT)) {
                              return (uint64_t) (((uint64_t)-1)*(((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(uint64_t) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT)) {
                              return (uint64_t) ((((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                          }
                      }
                      break;
                  case -4:
                      if ((8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) - 1 > 4 * PyLong_SHIFT)) {
                              return (uint64_t) (((uint64_t)-1)*(((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(uint64_t) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(uint64_t) - 1 > 4 * PyLong_SHIFT)) {
                              return (uint64_t) ((((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                          }
                      }
                      break;
              }
          }
  #endif
          if ((sizeof(uint64_t) <= sizeof(long))) {
              __PYX_VERIFY_RETURN_INT_EXC(uint64_t, long, PyLong_AsLong(x))
          } else if ((sizeof(uint64_t) <= sizeof(PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(uint64_t, PY_LONG_LONG, PyLong_AsLongLong(x))
          }
      }
      {
          uint64_t val;
          int ret = -1;
  #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
          Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
              x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
          if (unlikely(bytes_copied == -1)) {
          } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
              goto raise_overflow;
          } else {
              ret = 0;
          }
  #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
          int one = 1; int is_little = (int)*(unsigned char *)&one;
          unsigned char *bytes = (unsigned char *)&val;
          ret = _PyLong_AsByteArray((PyLongObject *)x,
                                      bytes, sizeof(val),
                                      is_little, !is_unsigned);
  #else
          PyObject *v;
          PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
          int bits, remaining_bits, is_negative = 0;
          int chunk_size = (sizeof(long) < 8) ? 30 : 62;
          if (likely(PyLong_CheckExact(x))) {
              v = __Pyx_NewRef(x);
          } else {
              v = PyNumber_Long(x);
              if (unlikely(!v)) return (uint64_t) -1;
              assert(PyLong_CheckExact(v));
          }
          {
              int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
              if (unlikely(result < 0)) {
                  Py_DECREF(v);
                  return (uint64_t) -1;
              }
              is_negative = result == 1;
          }
          if (is_unsigned && unlikely(is_negative)) {
              Py_DECREF(v);
              goto raise_neg_overflow;
          } else if (is_negative) {
              stepval = PyNumber_Invert(v);
              Py_DECREF(v);
              if (unlikely(!stepval))
                  return (uint64_t) -1;
          } else {
              stepval = v;
          }
          v = NULL;
          val = (uint64_t) 0;
          mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
          shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
          for (bits = 0; bits < (int) sizeof(uint64_t) * 8 - chunk_size; bits += chunk_size) {
              PyObject *tmp, *digit;
              long idigit;
              digit = PyNumber_And(stepval, mask);
              if (unlikely(!digit)) goto done;
              idigit = PyLong_AsLong(digit);
              Py_DECREF(digit);
              if (unlikely(idigit < 0)) goto done;
              val |= ((uint64_t) idigit) << bits;
              tmp = PyNumber_Rshift(stepval, shift);
              if (unlikely(!tmp)) goto done;
              Py_DECREF(stepval); stepval = tmp;
          }
          Py_DECREF(shift); shift = NULL;
          Py_DECREF(mask); mask = NULL;
          {
              long idigit = PyLong_AsLong(stepval);
              if (unlikely(idigit < 0)) goto done;
              remaining_bits = ((int) sizeof(uint64_t) * 8) - bits - (is_unsigned ? 0 : 1);
              if (unlikely(idigit >= (1L << remaining_bits)))
                  goto raise_overflow;
              val |= ((uint64_t) idigit) << bits;
          }
          if (!is_unsigned) {
              if (unlikely(val & (((uint64_t) 1) << (sizeof(uint64_t) * 8 - 1))))
                  goto raise_overflow;
              if (is_negative)
                  val = ~val;
          }
          ret = 0;
      done:
          Py_XDECREF(shift);
          Py_XDECREF(mask);
          Py_XDECREF(stepval);
  #endif
          if (unlikely(ret))
              return (uint64_t) -1;
          return val;
      }
  raise_overflow:
      PyErr_SetString(PyExc_OverflowError,
          "value too large to convert to uint64_t");
      return (uint64_t) -1;
  raise_neg_overflow:
      PyErr_SetString(PyExc_OverflowError,
          "can't convert negative value to uint64_t");
      return (uint64_t) -1;
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_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 PyLong_FromLong((long) value);
          } else if (sizeof(long) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } 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 PyLong_FromLong((long) value);
          } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(long),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(long));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_enum____pyx_t_5spacy_5attrs_attr_id_t(enum __pyx_t_5spacy_5attrs_attr_id_t value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const enum __pyx_t_5spacy_5attrs_attr_id_t neg_one = (enum __pyx_t_5spacy_5attrs_attr_id_t) -1, const_zero = (enum __pyx_t_5spacy_5attrs_attr_id_t) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (is_unsigned) {
          if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(enum __pyx_t_5spacy_5attrs_attr_id_t));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntFromPy */
  static CYTHON_INLINE long __Pyx_PyLong_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 (unlikely(!PyLong_Check(x))) {
          long val;
          PyObject *tmp = __Pyx_PyNumber_Long(x);
          if (!tmp) return (long) -1;
          val = __Pyx_PyLong_As_long(tmp);
          Py_DECREF(tmp);
          return val;
      }
      if (is_unsigned) {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (unlikely(__Pyx_PyLong_IsNeg(x))) {
              goto raise_neg_overflow;
          } else if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_DigitCount(x)) {
                  case 2:
                      if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) >= 2 * PyLong_SHIFT)) {
                              return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) >= 3 * PyLong_SHIFT)) {
                              return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) >= 4 * PyLong_SHIFT)) {
                              return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                          }
                      }
                      break;
              }
          }
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
          if (unlikely(Py_SIZE(x) < 0)) {
              goto raise_neg_overflow;
          }
  #else
          {
              int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
              if (unlikely(result < 0))
                  return (long) -1;
              if (unlikely(result == 1))
                  goto raise_neg_overflow;
          }
  #endif
          if ((sizeof(long) <= sizeof(unsigned long))) {
              __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
          } else if ((sizeof(long) <= sizeof(unsigned PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
          }
      } else {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_SignedDigitCount(x)) {
                  case -2:
                      if ((8 * sizeof(long) - 1 > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
                              return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                          }
                      }
                      break;
                  case 2:
                      if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
                              return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                          }
                      }
                      break;
                  case -3:
                      if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
                              return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                          }
                      }
                      break;
                  case 3:
                      if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
                              return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                          }
                      }
                      break;
                  case -4:
                      if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
                              return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                          }
                      }
                      break;
                  case 4:
                      if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
                          if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                              __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                          } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
                              return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                          }
                      }
                      break;
              }
          }
  #endif
          if ((sizeof(long) <= sizeof(long))) {
              __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
          } else if ((sizeof(long) <= sizeof(PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
          }
      }
      {
          long val;
          int ret = -1;
  #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
          Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
              x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
          if (unlikely(bytes_copied == -1)) {
          } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
              goto raise_overflow;
          } else {
              ret = 0;
          }
  #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
          int one = 1; int is_little = (int)*(unsigned char *)&one;
          unsigned char *bytes = (unsigned char *)&val;
          ret = _PyLong_AsByteArray((PyLongObject *)x,
                                      bytes, sizeof(val),
                                      is_little, !is_unsigned);
  #else
          PyObject *v;
          PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
          int bits, remaining_bits, is_negative = 0;
          int chunk_size = (sizeof(long) < 8) ? 30 : 62;
          if (likely(PyLong_CheckExact(x))) {
              v = __Pyx_NewRef(x);
          } else {
              v = PyNumber_Long(x);
              if (unlikely(!v)) return (long) -1;
              assert(PyLong_CheckExact(v));
          }
          {
              int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
              if (unlikely(result < 0)) {
                  Py_DECREF(v);
                  return (long) -1;
              }
              is_negative = result == 1;
          }
          if (is_unsigned && unlikely(is_negative)) {
              Py_DECREF(v);
              goto raise_neg_overflow;
          } else if (is_negative) {
              stepval = PyNumber_Invert(v);
              Py_DECREF(v);
              if (unlikely(!stepval))
                  return (long) -1;
          } else {
              stepval = v;
          }
          v = NULL;
          val = (long) 0;
          mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
          shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
          for (bits = 0; bits < (int) sizeof(long) * 8 - chunk_size; bits += chunk_size) {
              PyObject *tmp, *digit;
              long idigit;
              digit = PyNumber_And(stepval, mask);
              if (unlikely(!digit)) goto done;
              idigit = PyLong_AsLong(digit);
              Py_DECREF(digit);
              if (unlikely(idigit < 0)) goto done;
              val |= ((long) idigit) << bits;
              tmp = PyNumber_Rshift(stepval, shift);
              if (unlikely(!tmp)) goto done;
              Py_DECREF(stepval); stepval = tmp;
          }
          Py_DECREF(shift); shift = NULL;
          Py_DECREF(mask); mask = NULL;
          {
              long idigit = PyLong_AsLong(stepval);
              if (unlikely(idigit < 0)) goto done;
              remaining_bits = ((int) sizeof(long) * 8) - bits - (is_unsigned ? 0 : 1);
              if (unlikely(idigit >= (1L << remaining_bits)))
                  goto raise_overflow;
              val |= ((long) idigit) << bits;
          }
          if (!is_unsigned) {
              if (unlikely(val & (((long) 1) << (sizeof(long) * 8 - 1))))
                  goto raise_overflow;
              if (is_negative)
                  val = ~val;
          }
          ret = 0;
      done:
          Py_XDECREF(shift);
          Py_XDECREF(mask);
          Py_XDECREF(stepval);
  #endif
          if (unlikely(ret))
              return (long) -1;
          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;
  }
  
/* CIntFromPy */
  static CYTHON_INLINE size_t __Pyx_PyLong_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 (unlikely(!PyLong_Check(x))) {
          size_t val;
          PyObject *tmp = __Pyx_PyNumber_Long(x);
          if (!tmp) return (size_t) -1;
          val = __Pyx_PyLong_As_size_t(tmp);
          Py_DECREF(tmp);
          return val;
      }
      if (is_unsigned) {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (unlikely(__Pyx_PyLong_IsNeg(x))) {
              goto raise_neg_overflow;
          } else if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(size_t, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_DigitCount(x)) {
                  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 && PY_VERSION_HEX < 0x030C00A7
          if (unlikely(Py_SIZE(x) < 0)) {
              goto raise_neg_overflow;
          }
  #else
          {
              int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
              if (unlikely(result < 0))
                  return (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))
          } else if ((sizeof(size_t) <= sizeof(unsigned PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(size_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
          }
      } else {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(size_t, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_SignedDigitCount(x)) {
                  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))
          } else if ((sizeof(size_t) <= sizeof(PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(size_t, PY_LONG_LONG, PyLong_AsLongLong(x))
          }
      }
      {
          size_t val;
          int ret = -1;
  #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
          Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
              x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
          if (unlikely(bytes_copied == -1)) {
          } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
              goto raise_overflow;
          } else {
              ret = 0;
          }
  #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
          int one = 1; int is_little = (int)*(unsigned char *)&one;
          unsigned char *bytes = (unsigned char *)&val;
          ret = _PyLong_AsByteArray((PyLongObject *)x,
                                      bytes, sizeof(val),
                                      is_little, !is_unsigned);
  #else
          PyObject *v;
          PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
          int bits, remaining_bits, is_negative = 0;
          int chunk_size = (sizeof(long) < 8) ? 30 : 62;
          if (likely(PyLong_CheckExact(x))) {
              v = __Pyx_NewRef(x);
          } else {
              v = PyNumber_Long(x);
              if (unlikely(!v)) return (size_t) -1;
              assert(PyLong_CheckExact(v));
          }
          {
              int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
              if (unlikely(result < 0)) {
                  Py_DECREF(v);
                  return (size_t) -1;
              }
              is_negative = result == 1;
          }
          if (is_unsigned && unlikely(is_negative)) {
              Py_DECREF(v);
              goto raise_neg_overflow;
          } else if (is_negative) {
              stepval = PyNumber_Invert(v);
              Py_DECREF(v);
              if (unlikely(!stepval))
                  return (size_t) -1;
          } else {
              stepval = v;
          }
          v = NULL;
          val = (size_t) 0;
          mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
          shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
          for (bits = 0; bits < (int) sizeof(size_t) * 8 - chunk_size; bits += chunk_size) {
              PyObject *tmp, *digit;
              long idigit;
              digit = PyNumber_And(stepval, mask);
              if (unlikely(!digit)) goto done;
              idigit = PyLong_AsLong(digit);
              Py_DECREF(digit);
              if (unlikely(idigit < 0)) goto done;
              val |= ((size_t) idigit) << bits;
              tmp = PyNumber_Rshift(stepval, shift);
              if (unlikely(!tmp)) goto done;
              Py_DECREF(stepval); stepval = tmp;
          }
          Py_DECREF(shift); shift = NULL;
          Py_DECREF(mask); mask = NULL;
          {
              long idigit = PyLong_AsLong(stepval);
              if (unlikely(idigit < 0)) goto done;
              remaining_bits = ((int) sizeof(size_t) * 8) - bits - (is_unsigned ? 0 : 1);
              if (unlikely(idigit >= (1L << remaining_bits)))
                  goto raise_overflow;
              val |= ((size_t) idigit) << bits;
          }
          if (!is_unsigned) {
              if (unlikely(val & (((size_t) 1) << (sizeof(size_t) * 8 - 1))))
                  goto raise_overflow;
              if (is_negative)
                  val = ~val;
          }
          ret = 0;
      done:
          Py_XDECREF(shift);
          Py_XDECREF(mask);
          Py_XDECREF(stepval);
  #endif
          if (unlikely(ret))
              return (size_t) -1;
          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;
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int32_t(int32_t value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const int32_t neg_one = (int32_t) -1, const_zero = (int32_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(int32_t) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(int32_t) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(int32_t) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(int32_t) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(int32_t) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(int32_t),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int32_t));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_unsigned_char(unsigned char value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const unsigned char neg_one = (unsigned char) -1, const_zero = (unsigned char) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (is_unsigned) {
          if (sizeof(unsigned char) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(unsigned char) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(unsigned char) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(unsigned char) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(unsigned char) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(unsigned char),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(unsigned char));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_uint32_t(uint32_t value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const uint32_t neg_one = (uint32_t) -1, const_zero = (uint32_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(uint32_t) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(uint32_t) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(uint32_t) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(uint32_t) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(uint32_t) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(uint32_t),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(uint32_t));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_intp(npy_intp value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const npy_intp neg_one = (npy_intp) -1, const_zero = (npy_intp) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (is_unsigned) {
          if (sizeof(npy_intp) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(npy_intp) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(npy_intp) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(npy_intp) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(npy_intp) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(npy_intp),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(npy_intp));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_uint64(npy_uint64 value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const npy_uint64 neg_one = (npy_uint64) -1, const_zero = (npy_uint64) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (is_unsigned) {
          if (sizeof(npy_uint64) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(npy_uint64) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(npy_uint64) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(npy_uint64) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(npy_uint64) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(npy_uint64),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(npy_uint64));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_npy_int64(npy_int64 value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const npy_int64 neg_one = (npy_int64) -1, const_zero = (npy_int64) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (is_unsigned) {
          if (sizeof(npy_int64) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(npy_int64) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(npy_int64) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(npy_int64) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(npy_int64) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(npy_int64),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(npy_int64));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyLong_From_NPY_DATETIMEUNIT(NPY_DATETIMEUNIT value) {
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic push
  #pragma GCC diagnostic ignored "-Wconversion"
  #endif
      const NPY_DATETIMEUNIT neg_one = (NPY_DATETIMEUNIT) -1, const_zero = (NPY_DATETIMEUNIT) 0;
  #ifdef __Pyx_HAS_GCC_DIAGNOSTIC
  #pragma GCC diagnostic pop
  #endif
      const int is_unsigned = neg_one > const_zero;
      if (is_unsigned) {
          if (sizeof(NPY_DATETIMEUNIT) < sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(NPY_DATETIMEUNIT) <= sizeof(unsigned long)) {
              return PyLong_FromUnsignedLong((unsigned long) value);
  #if !CYTHON_COMPILING_IN_PYPY
          } else if (sizeof(NPY_DATETIMEUNIT) <= sizeof(unsigned PY_LONG_LONG)) {
              return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
  #endif
          }
      } else {
          if (sizeof(NPY_DATETIMEUNIT) <= sizeof(long)) {
              return PyLong_FromLong((long) value);
          } else if (sizeof(NPY_DATETIMEUNIT) <= sizeof(PY_LONG_LONG)) {
              return PyLong_FromLongLong((PY_LONG_LONG) value);
          }
      }
      {
          unsigned char *bytes = (unsigned char *)&value;
  #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
          if (is_unsigned) {
              return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
          } else {
              return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
          }
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
          int one = 1; int little = (int)*(unsigned char *)&one;
          return _PyLong_FromByteArray(bytes, sizeof(NPY_DATETIMEUNIT),
                                       little, !is_unsigned);
  #else
          int one = 1; int little = (int)*(unsigned char *)&one;
          PyObject *from_bytes, *result = NULL, *kwds = NULL;
          PyObject *py_bytes = NULL, *order_str = NULL;
          from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
          if (!from_bytes) return NULL;
          py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(NPY_DATETIMEUNIT));
          if (!py_bytes) goto limited_bad;
          order_str = PyUnicode_FromString(little ? "little" : "big");
          if (!order_str) goto limited_bad;
          {
              PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
              if (!is_unsigned) {
                  kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                  if (!kwds) goto limited_bad;
                  if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
              }
              result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
          }
          limited_bad:
          Py_XDECREF(kwds);
          Py_XDECREF(order_str);
          Py_XDECREF(py_bytes);
          Py_XDECREF(from_bytes);
          return result;
  #endif
      }
  }
  
/* UpdateUnpickledDict */
  static int __Pyx__UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index) {
      PyObject *state_dict = __Pyx_PySequence_ITEM(state, index);
      if (unlikely(!state_dict)) {
          return -1;
      }
      int non_empty = PyObject_IsTrue(state_dict);
      if (non_empty == 0) {
          Py_DECREF(state_dict);
          return 0;
      } else if (unlikely(non_empty == -1)) {
          return -1;
      }
      PyObject *dict;
      #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
      dict = PyObject_GetAttrString(obj, "__dict__");
      #else
      dict = PyObject_GenericGetDict(obj, NULL);
      #endif
      if (unlikely(!dict)) {
          Py_DECREF(state_dict);
          return -1;
      }
      int result;
      if (likely(PyDict_CheckExact(dict))) {
          result = PyDict_Update(dict, state_dict);
      } else {
          PyObject *obj_result = __Pyx_PyObject_CallMethod1(dict, __pyx_mstate_global->__pyx_n_u_update, state_dict);
          if (likely(obj_result)) {
              Py_DECREF(obj_result);
              result = 0;
          } else {
              result = -1;
          }
      }
      Py_DECREF(state_dict);
      Py_DECREF(dict);
      return result;
  }
  static int __Pyx_UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index) {
      Py_ssize_t state_size = __Pyx_PyTuple_GET_SIZE(state);
      #if !CYTHON_ASSUME_SAFE_SIZE
      if (unlikely(state_size == -1)) return -1;
      #endif
      if (state_size <= index) {
          return 0;
      }
      return __Pyx__UpdateUnpickledDict(obj, state, index);
  }
  
/* CheckUnpickleChecksum */
  static void __Pyx_RaiseUnpickleChecksumError(long checksum, long checksum1, long checksum2, long checksum3, const char *members) {
      PyObject *pickle_module = PyImport_ImportModule("pickle");
      if (unlikely(!pickle_module)) return;
      PyObject *pickle_error = PyObject_GetAttrString(pickle_module, "PickleError");
      Py_DECREF(pickle_module);
      if (unlikely(!pickle_error)) return;
      if (checksum2 == checksum1) {
          PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x) = (%s))",
              checksum, checksum1, members);
      } else if (checksum3 == checksum2) {
          PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x, 0x%x) = (%s))",
              checksum, checksum1, checksum2, members);
      } else {
          PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x, 0x%x, 0x%x) = (%s))",
              checksum, checksum1, checksum2, checksum3, members);
      }
      Py_DECREF(pickle_error);
  }
  static int __Pyx_CheckUnpickleChecksum(long checksum, long checksum1, long checksum2, long checksum3, const char *members) {
      int found = 0;
      found |= checksum1 == checksum;
      found |= checksum2 == checksum;
      found |= checksum3 == checksum;
      if (likely(found))
          return 0;
      __Pyx_RaiseUnpickleChecksumError(checksum, checksum1, checksum2, checksum3, members);
      return -1;
  }
  
/* CIntFromPy */
  static CYTHON_INLINE char __Pyx_PyLong_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 (unlikely(!PyLong_Check(x))) {
          char val;
          PyObject *tmp = __Pyx_PyNumber_Long(x);
          if (!tmp) return (char) -1;
          val = __Pyx_PyLong_As_char(tmp);
          Py_DECREF(tmp);
          return val;
      }
      if (is_unsigned) {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (unlikely(__Pyx_PyLong_IsNeg(x))) {
              goto raise_neg_overflow;
          } else if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_DigitCount(x)) {
                  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 && PY_VERSION_HEX < 0x030C00A7
          if (unlikely(Py_SIZE(x) < 0)) {
              goto raise_neg_overflow;
          }
  #else
          {
              int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
              if (unlikely(result < 0))
                  return (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))
          } else if ((sizeof(char) <= sizeof(unsigned PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
          }
      } else {
  #if CYTHON_USE_PYLONG_INTERNALS
          if (__Pyx_PyLong_IsCompact(x)) {
              __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
          } else {
              const digit* digits = __Pyx_PyLong_Digits(x);
              assert(__Pyx_PyLong_DigitCount(x) > 1);
              switch (__Pyx_PyLong_SignedDigitCount(x)) {
                  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))
          } else if ((sizeof(char) <= sizeof(PY_LONG_LONG))) {
              __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x))
          }
      }
      {
          char val;
          int ret = -1;
  #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
          Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
              x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
          if (unlikely(bytes_copied == -1)) {
          } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
              goto raise_overflow;
          } else {
              ret = 0;
          }
  #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
          int one = 1; int is_little = (int)*(unsigned char *)&one;
          unsigned char *bytes = (unsigned char *)&val;
          ret = _PyLong_AsByteArray((PyLongObject *)x,
                                      bytes, sizeof(val),
                                      is_little, !is_unsigned);
  #else
          PyObject *v;
          PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
          int bits, remaining_bits, is_negative = 0;
          int chunk_size = (sizeof(long) < 8) ? 30 : 62;
          if (likely(PyLong_CheckExact(x))) {
              v = __Pyx_NewRef(x);
          } else {
              v = PyNumber_Long(x);
              if (unlikely(!v)) return (char) -1;
              assert(PyLong_CheckExact(v));
          }
          {
              int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
              if (unlikely(result < 0)) {
                  Py_DECREF(v);
                  return (char) -1;
              }
              is_negative = result == 1;
          }
          if (is_unsigned && unlikely(is_negative)) {
              Py_DECREF(v);
              goto raise_neg_overflow;
          } else if (is_negative) {
              stepval = PyNumber_Invert(v);
              Py_DECREF(v);
              if (unlikely(!stepval))
                  return (char) -1;
          } else {
              stepval = v;
          }
          v = NULL;
          val = (char) 0;
          mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
          shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
          for (bits = 0; bits < (int) sizeof(char) * 8 - chunk_size; bits += chunk_size) {
              PyObject *tmp, *digit;
              long idigit;
              digit = PyNumber_And(stepval, mask);
              if (unlikely(!digit)) goto done;
              idigit = PyLong_AsLong(digit);
              Py_DECREF(digit);
              if (unlikely(idigit < 0)) goto done;
              val |= ((char) idigit) << bits;
              tmp = PyNumber_Rshift(stepval, shift);
              if (unlikely(!tmp)) goto done;
              Py_DECREF(stepval); stepval = tmp;
          }
          Py_DECREF(shift); shift = NULL;
          Py_DECREF(mask); mask = NULL;
          {
              long idigit = PyLong_AsLong(stepval);
              if (unlikely(idigit < 0)) goto done;
              remaining_bits = ((int) sizeof(char) * 8) - bits - (is_unsigned ? 0 : 1);
              if (unlikely(idigit >= (1L << remaining_bits)))
                  goto raise_overflow;
              val |= ((char) idigit) << bits;
          }
          if (!is_unsigned) {
              if (unlikely(val & (((char) 1) << (sizeof(char) * 8 - 1))))
                  goto raise_overflow;
              if (is_negative)
                  val = ~val;
          }
          ret = 0;
      done:
          Py_XDECREF(shift);
          Py_XDECREF(mask);
          Py_XDECREF(stepval);
  #endif
          if (unlikely(ret))
              return (char) -1;
          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;
  }
  
/* FormatTypeName */
  #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000
  static __Pyx_TypeName
  __Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp)
  {
      PyObject *module = NULL, *name = NULL, *result = NULL;
      #if __PYX_LIMITED_VERSION_HEX < 0x030b0000
      name = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                                 __pyx_mstate_global->__pyx_n_u_qualname);
      #else
      name = PyType_GetQualName(tp);
      #endif
      if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) goto bad;
      module = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                                 __pyx_mstate_global->__pyx_n_u_module);
      if (unlikely(module == NULL) || unlikely(!PyUnicode_Check(module))) goto bad;
      if (PyUnicode_CompareWithASCIIString(module, "builtins") == 0) {
          result = name;
          name = NULL;
          goto done;
      }
      result = PyUnicode_FromFormat("%U.%U", module, name);
      if (unlikely(result == NULL)) goto bad;
    done:
      Py_XDECREF(name);
      Py_XDECREF(module);
      return result;
    bad:
      PyErr_Clear();
      if (name) {
          result = name;
          name = NULL;
      } else {
          result = __Pyx_NewRef(__pyx_mstate_global->__pyx_kp_u__21);
      }
      goto done;
  }
  #endif
  
/* GetRuntimeVersion */
  #if __PYX_LIMITED_VERSION_HEX < 0x030b0000
  void __Pyx_init_runtime_version(void) {
      if (__Pyx_cached_runtime_version == 0) {
          const char* rt_version = Py_GetVersion();
          unsigned long version = 0;
          unsigned long factor = 0x01000000UL;
          unsigned int digit = 0;
          int i = 0;
          while (factor) {
              while ('0' <= rt_version[i] && rt_version[i] <= '9') {
                  digit = digit * 10 + (unsigned int) (rt_version[i] - '0');
                  ++i;
              }
              version += factor * digit;
              if (rt_version[i] != '.')
                  break;
              digit = 0;
              factor >>= 8;
              ++i;
          }
          __Pyx_cached_runtime_version = version;
      }
  }
  #endif
  static unsigned long __Pyx_get_runtime_version(void) {
  #if __PYX_LIMITED_VERSION_HEX >= 0x030b0000
      return Py_Version & ~0xFFUL;
  #else
      return __Pyx_cached_runtime_version;
  #endif
  }
  
/* CheckBinaryVersion */
  static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer) {
      const unsigned long MAJOR_MINOR = 0xFFFF0000UL;
      if ((rt_version & MAJOR_MINOR) == (ct_version & MAJOR_MINOR))
          return 0;
      if (likely(allow_newer && (rt_version & MAJOR_MINOR) > (ct_version & MAJOR_MINOR)))
          return 1;
      {
          char message[200];
          PyOS_snprintf(message, sizeof(message),
                        "compile time Python version %d.%d "
                        "of module '%.100s' "
                        "%s "
                        "runtime version %d.%d",
                         (int) (ct_version >> 24), (int) ((ct_version >> 16) & 0xFF),
                         __Pyx_MODULE_NAME,
                         (allow_newer) ? "was newer than" : "does not match",
                         (int) (rt_version >> 24), (int) ((rt_version >> 16) & 0xFF)
         );
          return PyErr_WarnEx(NULL, message, 1);
      }
  }
  
/* NewCodeObj */
  #if CYTHON_COMPILING_IN_LIMITED_API
      static PyObject* __Pyx__PyCode_New(int a, int p, 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 *exception_table = NULL;
          PyObject *types_module=NULL, *code_type=NULL, *result=NULL;
          #if __PYX_LIMITED_VERSION_HEX < 0x030b0000
          PyObject *version_info;
          PyObject *py_minor_version = NULL;
          #endif
          long minor_version = 0;
          PyObject *type, *value, *traceback;
          PyErr_Fetch(&type, &value, &traceback);
          #if __PYX_LIMITED_VERSION_HEX >= 0x030b0000
          minor_version = 11;
          #else
          if (!(version_info = PySys_GetObject("version_info"))) goto end;
          if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end;
          minor_version = PyLong_AsLong(py_minor_version);
          Py_DECREF(py_minor_version);
          if (minor_version == -1 && PyErr_Occurred()) goto end;
          #endif
          if (!(types_module = PyImport_ImportModule("types"))) goto end;
          if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end;
          if (minor_version <= 7) {
              (void)p;
              result = PyObject_CallFunction(code_type, "iiiiiOOOOOOiOOO", a, k, l, s, f, code,
                            c, n, v, fn, name, fline, lnos, fv, cell);
          } else if (minor_version <= 10) {
              result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOiOOO", a,p, k, l, s, f, code,
                            c, n, v, fn, name, fline, lnos, fv, cell);
          } else {
              if (!(exception_table = PyBytes_FromStringAndSize(NULL, 0))) goto end;
              result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOOiOOOO", a,p, k, l, s, f, code,
                            c, n, v, fn, name, name, fline, lnos, exception_table, fv, cell);
          }
      end:
          Py_XDECREF(code_type);
          Py_XDECREF(exception_table);
          Py_XDECREF(types_module);
          if (type) {
              PyErr_Restore(type, value, traceback);
          }
          return result;
      }
  #elif PY_VERSION_HEX >= 0x030B0000
    static PyCodeObject* __Pyx__PyCode_New(int a, int p, 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) {
      PyCodeObject *result;
      result =
        #if PY_VERSION_HEX >= 0x030C0000
          PyUnstable_Code_NewWithPosOnlyArgs
        #else
          PyCode_NewWithPosOnlyArgs
        #endif
          (a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, name, fline, lnos, __pyx_mstate_global->__pyx_empty_bytes);
      #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030c00A1
      if (likely(result))
          result->_co_firsttraceable = 0;
      #endif
      return result;
    }
  #elif !CYTHON_COMPILING_IN_PYPY
    #define __Pyx__PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
            PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #else
    #define __Pyx__PyCode_New(a, p, 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
  static PyObject* __Pyx_PyCode_New(
          const __Pyx_PyCode_New_function_description descr,
          PyObject * const *varnames,
          PyObject *filename,
          PyObject *funcname,
          PyObject *line_table,
          PyObject *tuple_dedup_map
  ) {
      PyObject *code_obj = NULL, *varnames_tuple_dedup = NULL, *code_bytes = NULL;
      Py_ssize_t var_count = (Py_ssize_t) descr.nlocals;
      PyObject *varnames_tuple = PyTuple_New(var_count);
      if (unlikely(!varnames_tuple)) return NULL;
      for (Py_ssize_t i=0; i < var_count; i++) {
          Py_INCREF(varnames[i]);
          if (__Pyx_PyTuple_SET_ITEM(varnames_tuple, i, varnames[i]) != (0)) goto done;
      }
      #if CYTHON_COMPILING_IN_LIMITED_API
      varnames_tuple_dedup = PyDict_GetItem(tuple_dedup_map, varnames_tuple);
      if (!varnames_tuple_dedup) {
          if (unlikely(PyDict_SetItem(tuple_dedup_map, varnames_tuple, varnames_tuple) < 0)) goto done;
          varnames_tuple_dedup = varnames_tuple;
      }
      #else
      varnames_tuple_dedup = PyDict_SetDefault(tuple_dedup_map, varnames_tuple, varnames_tuple);
      if (unlikely(!varnames_tuple_dedup)) goto done;
      #endif
      #if CYTHON_AVOID_BORROWED_REFS
      Py_INCREF(varnames_tuple_dedup);
      #endif
      if (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table != NULL && !CYTHON_COMPILING_IN_GRAAL) {
          Py_ssize_t line_table_length = __Pyx_PyBytes_GET_SIZE(line_table);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely(line_table_length == -1)) goto done;
          #endif
          Py_ssize_t code_len = (line_table_length * 2 + 4) & ~3LL;
          code_bytes = PyBytes_FromStringAndSize(NULL, code_len);
          if (unlikely(!code_bytes)) goto done;
          char* c_code_bytes = PyBytes_AsString(code_bytes);
          if (unlikely(!c_code_bytes)) goto done;
          memset(c_code_bytes, 0, (size_t) code_len);
      }
      code_obj = (PyObject*) __Pyx__PyCode_New(
          (int) descr.argcount,
          (int) descr.num_posonly_args,
          (int) descr.num_kwonly_args,
          (int) descr.nlocals,
          0,
          (int) descr.flags,
          code_bytes ? code_bytes : __pyx_mstate_global->__pyx_empty_bytes,
          __pyx_mstate_global->__pyx_empty_tuple,
          __pyx_mstate_global->__pyx_empty_tuple,
          varnames_tuple_dedup,
          __pyx_mstate_global->__pyx_empty_tuple,
          __pyx_mstate_global->__pyx_empty_tuple,
          filename,
          funcname,
          (int) descr.first_line,
          (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table) ? line_table : __pyx_mstate_global->__pyx_empty_bytes
      );
  done:
      Py_XDECREF(code_bytes);
      #if CYTHON_AVOID_BORROWED_REFS
      Py_XDECREF(varnames_tuple_dedup);
      #endif
      Py_DECREF(varnames_tuple);
      return code_obj;
  }
  
/* DecompressString */
  static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo) {
      PyObject *module = NULL, *decompress, *compressed_bytes, *decompressed;
      const char* module_name = algo == 3 ? "compression.zstd" : algo == 2 ? "bz2" : "zlib";
      PyObject *methodname = PyUnicode_FromString("decompress");
      if (unlikely(!methodname)) return NULL;
      #if __PYX_LIMITED_VERSION_HEX >= 0x030e0000
      if (algo == 3) {
          PyObject *fromlist = Py_BuildValue("[O]", methodname);
          if (unlikely(!fromlist)) goto bad;
          module = PyImport_ImportModuleLevel("compression.zstd", NULL, NULL, fromlist, 0);
          Py_DECREF(fromlist);
      } else
      #endif
          module = PyImport_ImportModule(module_name);
      if (unlikely(!module)) goto import_failed;
      decompress = PyObject_GetAttr(module, methodname);
      if (unlikely(!decompress)) goto import_failed;
      {
          #ifdef __cplusplus
              char *memview_bytes = const_cast<char*>(s);
          #else
              #if defined(__clang__)
                #pragma clang diagnostic push
                #pragma clang diagnostic ignored "-Wcast-qual"
              #elif !defined(__INTEL_COMPILER) && defined(__GNUC__)
                #pragma GCC diagnostic push
                #pragma GCC diagnostic ignored "-Wcast-qual"
              #endif
              char *memview_bytes = (char*) s;
              #if defined(__clang__)
                #pragma clang diagnostic pop
              #elif !defined(__INTEL_COMPILER) && defined(__GNUC__)
                #pragma GCC diagnostic pop
              #endif
          #endif
          #if CYTHON_COMPILING_IN_LIMITED_API && !defined(PyBUF_READ)
          int memview_flags = 0x100;
          #else
          int memview_flags = PyBUF_READ;
          #endif
          compressed_bytes = PyMemoryView_FromMemory(memview_bytes, length, memview_flags);
      }
      if (unlikely(!compressed_bytes)) {
          Py_DECREF(decompress);
          goto bad;
      }
      decompressed = PyObject_CallFunctionObjArgs(decompress, compressed_bytes, NULL);
      Py_DECREF(compressed_bytes);
      Py_DECREF(decompress);
      Py_DECREF(module);
      Py_DECREF(methodname);
      return decompressed;
  import_failed:
      PyErr_Format(PyExc_ImportError,
          "Failed to import '%.20s.decompress' - cannot initialise module strings. "
          "String compression was configured with the C macro 'CYTHON_COMPRESS_STRINGS=%d'.",
          module_name, algo);
  bad:
      Py_XDECREF(module);
      Py_DECREF(methodname);
      return NULL;
  }
  
#include <string.h>
static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) {
    size_t len = strlen(s);
    if (unlikely(len > (size_t) PY_SSIZE_T_MAX)) {
        PyErr_SetString(PyExc_OverflowError, "byte string is too long");
        return -1;
    }
    return (Py_ssize_t) len;
}
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return __Pyx_PyUnicode_FromStringAndSize(c_str, len);
}
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return PyByteArray_FromStringAndSize(c_str, len);
}
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_UTF8
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if CYTHON_COMPILING_IN_LIMITED_API
    {
        const char* result;
        Py_ssize_t unicode_length;
        CYTHON_MAYBE_UNUSED_VAR(unicode_length); // only for __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        #if __PYX_LIMITED_VERSION_HEX < 0x030A0000
        if (unlikely(PyArg_Parse(o, "s#", &result, length) < 0)) return NULL;
        #else
        result = PyUnicode_AsUTF8AndSize(o, length);
        #endif
        #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        unicode_length = PyUnicode_GetLength(o);
        if (unlikely(unicode_length < 0)) return NULL;
        if (unlikely(unicode_length != *length)) {
            PyUnicode_AsASCIIString(o);
            return NULL;
        }
        #endif
        return result;
    }
#else
#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_UTF8
    if (PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
    if (PyByteArray_Check(o)) {
#if (CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS) || (CYTHON_COMPILING_IN_PYPY && (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)))
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
#else
        *length = PyByteArray_Size(o);
        if (*length == -1) return NULL;
        return PyByteArray_AsString(o);
#endif
    } else
    {
        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_LongWrongResultType(PyObject* result) {
    __Pyx_TypeName result_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(result));
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ").  "
                "The ability to return an instance of a strict subclass of int is deprecated, "
                "and may be removed in a future version of Python.",
                result_type_name)) {
            __Pyx_DECREF_TypeName(result_type_name);
            Py_DECREF(result);
            return NULL;
        }
        __Pyx_DECREF_TypeName(result_type_name);
        return result;
    }
    PyErr_Format(PyExc_TypeError,
                 "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ")",
                 result_type_name);
    __Pyx_DECREF_TypeName(result_type_name);
    Py_DECREF(result);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Long(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  PyObject *res = NULL;
  if (likely(PyLong_Check(x)))
      return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
  m = Py_TYPE(x)->tp_as_number;
  if (likely(m && m->nb_int)) {
      res = m->nb_int(x);
  }
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
      res = PyNumber_Long(x);
  }
#endif
  if (likely(res)) {
      if (unlikely(!PyLong_CheckExact(res))) {
          return __Pyx_PyNumber_LongWrongResultType(res);
      }
  }
  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 (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(__Pyx_PyLong_IsCompact(b))) {
        return __Pyx_PyLong_CompactValue(b);
    } else {
      const digit* digits = __Pyx_PyLong_Digits(b);
      const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(b);
      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 = PyLong_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);
  } else {
    Py_ssize_t ival;
    PyObject *x;
    x = PyNumber_Index(o);
    if (!x) return -1;
    ival = PyLong_AsLong(x);
    Py_DECREF(x);
    return ival;
  }
}
static CYTHON_INLINE PyObject *__Pyx_Owned_Py_None(int b) {
    CYTHON_UNUSED_VAR(b);
    return __Pyx_NewRef(Py_None);
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
  return __Pyx_NewRef(b ? Py_True: Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyLong_FromSize_t(size_t ival) {
    return PyLong_FromSize_t(ival);
}


  /* MultiPhaseInitModuleState */
  #if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE
  #ifndef CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
  #if (CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX >= 0x030C0000)
    #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 1
  #else
    #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 0
  #endif
  #endif
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE && !CYTHON_ATOMICS
  #error "Module state with PEP489 requires atomics. Currently that's one of\
   C11, C++11, gcc atomic intrinsics or MSVC atomic intrinsics"
  #endif
  #if !CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
  #define __Pyx_ModuleStateLookup_Lock()
  #define __Pyx_ModuleStateLookup_Unlock()
  #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000
  static PyMutex __Pyx_ModuleStateLookup_mutex = {0};
  #define __Pyx_ModuleStateLookup_Lock() PyMutex_Lock(&__Pyx_ModuleStateLookup_mutex)
  #define __Pyx_ModuleStateLookup_Unlock() PyMutex_Unlock(&__Pyx_ModuleStateLookup_mutex)
  #elif defined(__cplusplus) && __cplusplus >= 201103L
  #include <mutex>
  static std::mutex __Pyx_ModuleStateLookup_mutex;
  #define __Pyx_ModuleStateLookup_Lock() __Pyx_ModuleStateLookup_mutex.lock()
  #define __Pyx_ModuleStateLookup_Unlock() __Pyx_ModuleStateLookup_mutex.unlock()
  #elif defined(__STDC_VERSION__) && (__STDC_VERSION__ > 201112L) && !defined(__STDC_NO_THREADS__)
  #include <threads.h>
  static mtx_t __Pyx_ModuleStateLookup_mutex;
  static once_flag __Pyx_ModuleStateLookup_mutex_once_flag = ONCE_FLAG_INIT;
  static void __Pyx_ModuleStateLookup_initialize_mutex(void) {
      mtx_init(&__Pyx_ModuleStateLookup_mutex, mtx_plain);
  }
  #define __Pyx_ModuleStateLookup_Lock()\
    call_once(&__Pyx_ModuleStateLookup_mutex_once_flag, __Pyx_ModuleStateLookup_initialize_mutex);\
    mtx_lock(&__Pyx_ModuleStateLookup_mutex)
  #define __Pyx_ModuleStateLookup_Unlock() mtx_unlock(&__Pyx_ModuleStateLookup_mutex)
  #elif defined(HAVE_PTHREAD_H)
  #include <pthread.h>
  static pthread_mutex_t __Pyx_ModuleStateLookup_mutex = PTHREAD_MUTEX_INITIALIZER;
  #define __Pyx_ModuleStateLookup_Lock() pthread_mutex_lock(&__Pyx_ModuleStateLookup_mutex)
  #define __Pyx_ModuleStateLookup_Unlock() pthread_mutex_unlock(&__Pyx_ModuleStateLookup_mutex)
  #elif defined(_WIN32)
  #include <Windows.h>  // synchapi.h on its own doesn't work
  static SRWLOCK __Pyx_ModuleStateLookup_mutex = SRWLOCK_INIT;
  #define __Pyx_ModuleStateLookup_Lock() AcquireSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex)
  #define __Pyx_ModuleStateLookup_Unlock() ReleaseSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex)
  #else
  #error "No suitable lock available for CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE.\
   Requires C standard >= C11, or C++ standard >= C++11,\
   or pthreads, or the Windows 32 API, or Python >= 3.13."
  #endif
  typedef struct {
      int64_t id;
      PyObject *module;
  } __Pyx_InterpreterIdAndModule;
  typedef struct {
      char interpreter_id_as_index;
      Py_ssize_t count;
      Py_ssize_t allocated;
      __Pyx_InterpreterIdAndModule table[1];
  } __Pyx_ModuleStateLookupData;
  #define __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE 32
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
  static __pyx_atomic_int_type __Pyx_ModuleStateLookup_read_counter = 0;
  #endif
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
  static __pyx_atomic_ptr_type __Pyx_ModuleStateLookup_data = 0;
  #else
  static __Pyx_ModuleStateLookupData* __Pyx_ModuleStateLookup_data = NULL;
  #endif
  static __Pyx_InterpreterIdAndModule* __Pyx_State_FindModuleStateLookupTableLowerBound(
          __Pyx_InterpreterIdAndModule* table,
          Py_ssize_t count,
          int64_t interpreterId) {
      __Pyx_InterpreterIdAndModule* begin = table;
      __Pyx_InterpreterIdAndModule* end = begin + count;
      if (begin->id == interpreterId) {
          return begin;
      }
      while ((end - begin) > __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) {
          __Pyx_InterpreterIdAndModule* halfway = begin + (end - begin)/2;
          if (halfway->id == interpreterId) {
              return halfway;
          }
          if (halfway->id < interpreterId) {
              begin = halfway;
          } else {
              end = halfway;
          }
      }
      for (; begin < end; ++begin) {
          if (begin->id >= interpreterId) return begin;
      }
      return begin;
  }
  static PyObject *__Pyx_State_FindModule(CYTHON_UNUSED void* dummy) {
      int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get());
      if (interpreter_id == -1) return NULL;
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
      __Pyx_ModuleStateLookupData* data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data);
      {
          __pyx_atomic_incr_acq_rel(&__Pyx_ModuleStateLookup_read_counter);
          if (likely(data)) {
              __Pyx_ModuleStateLookupData* new_data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_acquire(&__Pyx_ModuleStateLookup_data);
              if (likely(data == new_data)) {
                  goto read_finished;
              }
          }
          __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter);
          __Pyx_ModuleStateLookup_Lock();
          __pyx_atomic_incr_relaxed(&__Pyx_ModuleStateLookup_read_counter);
          data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data);
          __Pyx_ModuleStateLookup_Unlock();
      }
    read_finished:;
  #else
      __Pyx_ModuleStateLookupData* data = __Pyx_ModuleStateLookup_data;
  #endif
      __Pyx_InterpreterIdAndModule* found = NULL;
      if (unlikely(!data)) goto end;
      if (data->interpreter_id_as_index) {
          if (interpreter_id < data->count) {
              found = data->table+interpreter_id;
          }
      } else {
          found = __Pyx_State_FindModuleStateLookupTableLowerBound(
              data->table, data->count, interpreter_id);
      }
    end:
      {
          PyObject *result=NULL;
          if (found && found->id == interpreter_id) {
              result = found->module;
          }
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
          __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter);
  #endif
          return result;
      }
  }
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
  static void __Pyx_ModuleStateLookup_wait_until_no_readers(void) {
      while (__pyx_atomic_load(&__Pyx_ModuleStateLookup_read_counter) != 0);
  }
  #else
  #define __Pyx_ModuleStateLookup_wait_until_no_readers()
  #endif
  static int __Pyx_State_AddModuleInterpIdAsIndex(__Pyx_ModuleStateLookupData **old_data, PyObject* module, int64_t interpreter_id) {
      Py_ssize_t to_allocate = (*old_data)->allocated;
      while (to_allocate <= interpreter_id) {
          if (to_allocate == 0) to_allocate = 1;
          else to_allocate *= 2;
      }
      __Pyx_ModuleStateLookupData *new_data = *old_data;
      if (to_allocate != (*old_data)->allocated) {
           new_data = (__Pyx_ModuleStateLookupData *)realloc(
              *old_data,
              sizeof(__Pyx_ModuleStateLookupData)+(to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule));
          if (!new_data) {
              PyErr_NoMemory();
              return -1;
          }
          for (Py_ssize_t i = new_data->allocated; i < to_allocate; ++i) {
              new_data->table[i].id = i;
              new_data->table[i].module = NULL;
          }
          new_data->allocated = to_allocate;
      }
      new_data->table[interpreter_id].module = module;
      if (new_data->count < interpreter_id+1) {
          new_data->count = interpreter_id+1;
      }
      *old_data = new_data;
      return 0;
  }
  static void __Pyx_State_ConvertFromInterpIdAsIndex(__Pyx_ModuleStateLookupData *data) {
      __Pyx_InterpreterIdAndModule *read = data->table;
      __Pyx_InterpreterIdAndModule *write = data->table;
      __Pyx_InterpreterIdAndModule *end = read + data->count;
      for (; read<end; ++read) {
          if (read->module) {
              write->id = read->id;
              write->module = read->module;
              ++write;
          }
      }
      data->count = write - data->table;
      for (; write<end; ++write) {
          write->id = 0;
          write->module = NULL;
      }
      data->interpreter_id_as_index = 0;
  }
  static int __Pyx_State_AddModule(PyObject* module, CYTHON_UNUSED void* dummy) {
      int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get());
      if (interpreter_id == -1) return -1;
      int result = 0;
      __Pyx_ModuleStateLookup_Lock();
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
      __Pyx_ModuleStateLookupData *old_data = (__Pyx_ModuleStateLookupData *)
              __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0);
  #else
      __Pyx_ModuleStateLookupData *old_data = __Pyx_ModuleStateLookup_data;
  #endif
      __Pyx_ModuleStateLookupData *new_data = old_data;
      if (!new_data) {
          new_data = (__Pyx_ModuleStateLookupData *)calloc(1, sizeof(__Pyx_ModuleStateLookupData));
          if (!new_data) {
              result = -1;
              PyErr_NoMemory();
              goto end;
          }
          new_data->allocated = 1;
          new_data->interpreter_id_as_index = 1;
      }
      __Pyx_ModuleStateLookup_wait_until_no_readers();
      if (new_data->interpreter_id_as_index) {
          if (interpreter_id < __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) {
              result = __Pyx_State_AddModuleInterpIdAsIndex(&new_data, module, interpreter_id);
              goto end;
          }
          __Pyx_State_ConvertFromInterpIdAsIndex(new_data);
      }
      {
          Py_ssize_t insert_at = 0;
          {
              __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound(
                  new_data->table, new_data->count, interpreter_id);
              assert(lower_bound);
              insert_at = lower_bound - new_data->table;
              if (unlikely(insert_at < new_data->count && lower_bound->id == interpreter_id)) {
                  lower_bound->module = module;
                  goto end;  // already in table, nothing more to do
              }
          }
          if (new_data->count+1 >= new_data->allocated) {
              Py_ssize_t to_allocate = (new_data->count+1)*2;
              new_data =
                  (__Pyx_ModuleStateLookupData*)realloc(
                      new_data,
                      sizeof(__Pyx_ModuleStateLookupData) +
                      (to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule));
              if (!new_data) {
                  result = -1;
                  new_data = old_data;
                  PyErr_NoMemory();
                  goto end;
              }
              new_data->allocated = to_allocate;
          }
          ++new_data->count;
          int64_t last_id = interpreter_id;
          PyObject *last_module = module;
          for (Py_ssize_t i=insert_at; i<new_data->count; ++i) {
              int64_t current_id = new_data->table[i].id;
              new_data->table[i].id = last_id;
              last_id = current_id;
              PyObject *current_module = new_data->table[i].module;
              new_data->table[i].module = last_module;
              last_module = current_module;
          }
      }
    end:
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
      __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, new_data);
  #else
      __Pyx_ModuleStateLookup_data = new_data;
  #endif
      __Pyx_ModuleStateLookup_Unlock();
      return result;
  }
  static int __Pyx_State_RemoveModule(CYTHON_UNUSED void* dummy) {
      int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get());
      if (interpreter_id == -1) return -1;
      __Pyx_ModuleStateLookup_Lock();
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
      __Pyx_ModuleStateLookupData *data = (__Pyx_ModuleStateLookupData *)
              __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0);
  #else
      __Pyx_ModuleStateLookupData *data = __Pyx_ModuleStateLookup_data;
  #endif
      if (data->interpreter_id_as_index) {
          if (interpreter_id < data->count) {
              data->table[interpreter_id].module = NULL;
          }
          goto done;
      }
      {
          __Pyx_ModuleStateLookup_wait_until_no_readers();
          __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound(
              data->table, data->count, interpreter_id);
          if (!lower_bound) goto done;
          if (lower_bound->id != interpreter_id) goto done;
          __Pyx_InterpreterIdAndModule *end = data->table+data->count;
          for (;lower_bound<end-1; ++lower_bound) {
              lower_bound->id = (lower_bound+1)->id;
              lower_bound->module = (lower_bound+1)->module;
          }
      }
      --data->count;
      if (data->count == 0) {
          free(data);
          data = NULL;
      }
    done:
  #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
      __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, data);
  #else
      __Pyx_ModuleStateLookup_data = data;
  #endif
      __Pyx_ModuleStateLookup_Unlock();
      return 0;
  }
  #endif
  
/* #### Code section: utility_code_pragmas_end ### */
#ifdef _MSC_VER
#pragma warning( pop )
#endif



/* #### Code section: end ### */
#endif /* Py_PYTHON_H */
