/* Generated by Cython 3.1.2 */

/* BEGIN: Cython Metadata
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END: Cython Metadata */

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#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))

/* CInitCode */
#ifndef CYTHON_INLINE
  #if defined(__clang__)
    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
  #elif defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
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    #define CYTHON_INLINE
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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;
    #endif
    #ifndef CO_NEWLOCALS
    static int CO_NEWLOCALS;
    #endif
    #ifndef CO_VARARGS
    static int CO_VARARGS;
    #endif
    #ifndef CO_VARKEYWORDS
    static int CO_VARKEYWORDS;
    #endif
    #ifndef CO_ASYNC_GENERATOR
    static int CO_ASYNC_GENERATOR;
    #endif
    #ifndef CO_GENERATOR
    static int CO_GENERATOR;
    #endif
    #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))
#endif
#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)
#endif
#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)
#endif
#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 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
  #else
  #  define __Pyx_PyCFunctionFast _PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
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#endif
#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))
#elif CYTHON_BACKPORT_VECTORCALL
  typedef PyObject *(*__pyx_vectorcallfunc)(PyObject *callable, PyObject *const *args,
                                            size_t nargsf, PyObject *kwnames);
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  ((size_t)1 << (8 * sizeof(size_t) - 1))
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(((size_t)(n)) & ~__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET))
#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 __PYX_LIMITED_VERSION_HEX < 0x03090000
  #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
  #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 && PY_VERSION_HEX >= 0x03080000
#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
  #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
#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 __PYX_LIMITED_VERSION_HEX >= 0x030d0000
#define __Pyx_PyDict_GetItemRef(dict, key, result) PyDict_GetItemRef(dict, key, result)
#elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) {
  *result = PyObject_GetItem(dict, key);
  if (*result == NULL) {
    if (PyErr_ExceptionMatches(PyExc_KeyError)) {
      PyErr_Clear();
      return 0;
    }
    return -1;
  }
  return 1;
}
#else
static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) {
  *result = PyDict_GetItemWithError(dict, key);
  if (*result == NULL) {
    return PyErr_Occurred() ? -1 : 0;
  }
  Py_INCREF(*result);
  return 1;
}
#endif
#if defined(CYTHON_DEBUG_VISIT_CONST) && CYTHON_DEBUG_VISIT_CONST
  #define __Pyx_VISIT_CONST(obj)  Py_VISIT(obj)
#else
  #define __Pyx_VISIT_CONST(obj)
#endif
#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)
#else
  #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)
#endif
#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)
#else
  #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)
  #define __Pyx_PyUnicode_GET_LENGTH(o) PyUnicode_GetLength(o)
#endif
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
  #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
#else
  static CYTHON_INLINE PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
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#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
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static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
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static int __pyx_lineno;
static int __pyx_clineno = 0;
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  "src/ms_deisotope/_c/deconvoluter_base.pxd",
  "src/ms_deisotope/_c/scoring.pxd",
  "src/ms_deisotope/_c/peak_set.pxd",
};
/* #### Code section: utility_code_proto_before_types ### */
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#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__) &&\
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#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
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    #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)
    #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)
    #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_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)
    #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
    #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)
    #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
#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

/* IncludeStructmemberH.proto */
#include <structmember.h>

/* CriticalSections.proto */
#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __Pyx_PyCriticalSection void*
#define __Pyx_PyCriticalSection2 void*
#define __Pyx_PyCriticalSection_Begin1(cs, arg) (void)cs
#define __Pyx_PyCriticalSection_Begin2(cs, arg1, arg2) (void)cs
#define __Pyx_PyCriticalSection_End1(cs)
#define __Pyx_PyCriticalSection_End2(cs)
#else
#define __Pyx_PyCriticalSection PyCriticalSection
#define __Pyx_PyCriticalSection2 PyCriticalSection2
#define __Pyx_PyCriticalSection_Begin1 PyCriticalSection_Begin
#define __Pyx_PyCriticalSection_Begin2 PyCriticalSection2_Begin
#define __Pyx_PyCriticalSection_End1 PyCriticalSection_End
#define __Pyx_PyCriticalSection_End2 PyCriticalSection2_End
#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

/* #### Code section: numeric_typedefs ### */

/* "brainpy/_c/composition.pxd":3
 * from brainpy.mass_dict import nist_mass as __nist_mass
 * 
 * ctypedef long count_type             # <<<<<<<<<<<<<<
 * 
 * cdef dict nist_mass
*/

#line 3 "brainpy/_c/composition.pxd"
typedef long __pyx_t_7brainpy_2_c_11composition_count_type;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":770
 * # 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
*/

#line 770 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":771
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
*/

#line 771 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":772
 * 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
*/

#line 772 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":773
 * 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
*/

#line 773 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":777
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
*/

#line 777 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":778
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
*/

#line 778 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":779
 * 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
*/

#line 779 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":780
 * 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
*/

#line 780 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":784
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
*/

#line 784 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":785
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
*/

#line 785 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":792
 * ctypedef double complex complex128_t
 * 
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
*/

#line 792 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":793
 * 
 * ctypedef npy_longlong   longlong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
*/

#line 793 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":795
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
*/

#line 795 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":796
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
*/

#line 796 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":798
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
*/

#line 798 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_double __pyx_t_5numpy_float_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":799
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
*/

#line 799 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_double __pyx_t_5numpy_double_t;

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":800
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef float complex       cfloat_t
*/

#line 800 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longdouble __pyx_t_5numpy_longdouble_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_7brainpy_2_c_11composition_PyComposition;
struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed;
struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_1___iter__;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_2_genexpr;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_3_genexpr;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_4_genexpr;
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_5_genexpr;
struct __pyx_opt_args_7brainpy_2_c_11composition_neutral_mass;
struct __pyx_opt_args_7brainpy_2_c_11composition_mass_charge_ratio;
struct __pyx_t_7brainpy_2_c_11composition_Isotope;
struct __pyx_t_7brainpy_2_c_11composition_IsotopeMap;
struct __pyx_t_7brainpy_2_c_11composition_Element;
struct __pyx_t_7brainpy_2_c_11composition_ElementHashBucket;
struct __pyx_t_7brainpy_2_c_11composition_ElementHashTable;
struct __pyx_t_7brainpy_2_c_11composition_Composition;
struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition__set_impl;
struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition_pop;

/* "brainpy/_c/composition.pxd":10
 * cdef double PROTON = nist_mass["H+"][0][0]
 * 
 * cdef double neutral_mass(double mz,  int z, double charge_carrier=*) noexcept nogil             # <<<<<<<<<<<<<<
 * cdef double mass_charge_ratio(double neutral_mass, int z, double charge_carrier=*) noexcept nogil
 * cdef char* _parse_isotope_string(char* label, int* isotope_num, char* element_name) noexcept nogil
*/

#line 10 "brainpy/_c/composition.pxd"
struct __pyx_opt_args_7brainpy_2_c_11composition_neutral_mass {

#line 10 "brainpy/_c/composition.pxd"
  int __pyx_n;

#line 10 "brainpy/_c/composition.pxd"
  double charge_carrier;

#line 10 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":11
 * 
 * cdef double neutral_mass(double mz,  int z, double charge_carrier=*) noexcept nogil
 * cdef double mass_charge_ratio(double neutral_mass, int z, double charge_carrier=*) noexcept nogil             # <<<<<<<<<<<<<<
 * cdef char* _parse_isotope_string(char* label, int* isotope_num, char* element_name) noexcept nogil
 * 
*/

#line 11 "brainpy/_c/composition.pxd"
struct __pyx_opt_args_7brainpy_2_c_11composition_mass_charge_ratio {

#line 11 "brainpy/_c/composition.pxd"
  int __pyx_n;

#line 11 "brainpy/_c/composition.pxd"
  double charge_carrier;

#line 11 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":17
 * # Isotope and IsotopeMap Declarations
 * 
 * cdef struct Isotope:             # <<<<<<<<<<<<<<
 *     double mass
 *     double abundance
*/

#line 17 "brainpy/_c/composition.pxd"
struct __pyx_t_7brainpy_2_c_11composition_Isotope {

#line 17 "brainpy/_c/composition.pxd"
  double mass;

#line 17 "brainpy/_c/composition.pxd"
  double abundance;

#line 17 "brainpy/_c/composition.pxd"
  int neutrons;

#line 17 "brainpy/_c/composition.pxd"
  int neutron_shift;

#line 17 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":23
 *     int neutron_shift
 * 
 * cdef struct IsotopeMap:             # <<<<<<<<<<<<<<
 *     Isotope* bins
 *     size_t size
*/

#line 23 "brainpy/_c/composition.pxd"
struct __pyx_t_7brainpy_2_c_11composition_IsotopeMap {

#line 23 "brainpy/_c/composition.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_Isotope *bins;

#line 23 "brainpy/_c/composition.pxd"
  size_t size;

#line 23 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":36
 * # Element Declarations
 * 
 * cdef struct Element:             # <<<<<<<<<<<<<<
 *     char* symbol
 *     IsotopeMap* isotopes
*/

#line 36 "brainpy/_c/composition.pxd"
struct __pyx_t_7brainpy_2_c_11composition_Element {

#line 36 "brainpy/_c/composition.pxd"
  char *symbol;

#line 36 "brainpy/_c/composition.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_IsotopeMap *isotopes;

#line 36 "brainpy/_c/composition.pxd"
  int monoisotopic_isotope_index;

#line 36 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":56
 * # ElementHashTable and ElementHashBucket Declarations
 * 
 * cdef struct ElementHashBucket:             # <<<<<<<<<<<<<<
 *     Element** elements
 *     size_t used
*/

#line 56 "brainpy/_c/composition.pxd"
struct __pyx_t_7brainpy_2_c_11composition_ElementHashBucket {

#line 56 "brainpy/_c/composition.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_Element **elements;

#line 56 "brainpy/_c/composition.pxd"
  size_t used;

#line 56 "brainpy/_c/composition.pxd"
  size_t size;

#line 56 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":65
 * 
 * 
 * cdef struct ElementHashTable:             # <<<<<<<<<<<<<<
 *     ElementHashBucket* buckets
 *     size_t size
*/

#line 65 "brainpy/_c/composition.pxd"
struct __pyx_t_7brainpy_2_c_11composition_ElementHashTable {

#line 65 "brainpy/_c/composition.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_ElementHashBucket *buckets;

#line 65 "brainpy/_c/composition.pxd"
  size_t size;

#line 65 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":94
 * # Composition Declarations
 * 
 * cdef struct Composition:             # <<<<<<<<<<<<<<
 *     char** elements
 *     count_type* counts
*/

#line 94 "brainpy/_c/composition.pxd"
struct __pyx_t_7brainpy_2_c_11composition_Composition {

#line 94 "brainpy/_c/composition.pxd"
  char **elements;

#line 94 "brainpy/_c/composition.pxd"
  __pyx_t_7brainpy_2_c_11composition_count_type *counts;

#line 94 "brainpy/_c/composition.pxd"
  size_t size;

#line 94 "brainpy/_c/composition.pxd"
  size_t used;

#line 94 "brainpy/_c/composition.pxd"
  int max_variants;

#line 94 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":130
 *     @staticmethod
 *     cdef PyComposition _create(Composition* base)
 *     cdef void _set_impl(self, Composition* composition, bint free_existing=*)             # <<<<<<<<<<<<<<
 * 
 *     cdef void _initialize_from_formula(self, str formula)
*/

#line 130 "brainpy/_c/composition.pxd"
struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition__set_impl {

#line 130 "brainpy/_c/composition.pxd"
  int __pyx_n;

#line 130 "brainpy/_c/composition.pxd"
  int free_existing;

#line 130 "brainpy/_c/composition.pxd"
};

/* "brainpy/_c/composition.pxd":144
 *     cpdef list items(self)
 * 
 *     cpdef pop(self, str key, object default=*)             # <<<<<<<<<<<<<<
 * 
 *     cdef count_type getitem(self, str key)
*/

#line 144 "brainpy/_c/composition.pxd"
struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition_pop {

#line 144 "brainpy/_c/composition.pxd"
  int __pyx_n;

#line 144 "brainpy/_c/composition.pxd"
  PyObject *__pyx_default;

#line 144 "brainpy/_c/composition.pxd"
};

#line 144 "brainpy/_c/composition.pxd"
struct __pyx_t_7brainpy_2_c_13double_vector_DoubleVector;

/* "brainpy/_c/double_vector.pxd":1
 * cdef struct DoubleVector:             # <<<<<<<<<<<<<<
 *     double* v
 *     size_t used
*/

#line 1 "brainpy/_c/double_vector.pxd"
struct __pyx_t_7brainpy_2_c_13double_vector_DoubleVector {

#line 1 "brainpy/_c/double_vector.pxd"
  double *v;

#line 1 "brainpy/_c/double_vector.pxd"
  size_t used;

#line 1 "brainpy/_c/double_vector.pxd"
  size_t size;

#line 1 "brainpy/_c/double_vector.pxd"
};

#line 1 "brainpy/_c/double_vector.pxd"
struct __pyx_t_7brainpy_2_c_18isotopic_constants_PolynomialParameters;

#line 1 "brainpy/_c/double_vector.pxd"
struct __pyx_t_7brainpy_2_c_18isotopic_constants_PhiConstants;

#line 1 "brainpy/_c/double_vector.pxd"
struct __pyx_t_7brainpy_2_c_18isotopic_constants_IsotopicConstants;

/* "brainpy/_c/isotopic_constants.pxd":6
 * from brainpy._c.double_vector cimport DoubleVector
 * 
 * ctypedef DoubleVector dvec             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 6 "brainpy/_c/isotopic_constants.pxd"
typedef struct __pyx_t_7brainpy_2_c_13double_vector_DoubleVector __pyx_t_7brainpy_2_c_18isotopic_constants_dvec;

/* "brainpy/_c/isotopic_constants.pxd":9
 * 
 * 
 * cdef struct PolynomialParameters:             # <<<<<<<<<<<<<<
 *     dvec* elementary_symmetric_polynomial
 *     dvec* power_sum
*/

#line 9 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_t_7brainpy_2_c_18isotopic_constants_PolynomialParameters {

#line 9 "brainpy/_c/isotopic_constants.pxd"
  __pyx_t_7brainpy_2_c_18isotopic_constants_dvec *elementary_symmetric_polynomial;

#line 9 "brainpy/_c/isotopic_constants.pxd"
  __pyx_t_7brainpy_2_c_18isotopic_constants_dvec *power_sum;

#line 9 "brainpy/_c/isotopic_constants.pxd"
};

/* "brainpy/_c/isotopic_constants.pxd":14
 * 
 * 
 * cdef struct PhiConstants:             # <<<<<<<<<<<<<<
 *     int order
 *     Element* element
*/

#line 14 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_t_7brainpy_2_c_18isotopic_constants_PhiConstants {

#line 14 "brainpy/_c/isotopic_constants.pxd"
  int order;

#line 14 "brainpy/_c/isotopic_constants.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_Element *element;

#line 14 "brainpy/_c/isotopic_constants.pxd"
  struct __pyx_t_7brainpy_2_c_18isotopic_constants_PolynomialParameters *element_coefficients;

#line 14 "brainpy/_c/isotopic_constants.pxd"
  struct __pyx_t_7brainpy_2_c_18isotopic_constants_PolynomialParameters *mass_coefficients;

#line 14 "brainpy/_c/isotopic_constants.pxd"
};

/* "brainpy/_c/isotopic_constants.pxd":21
 * 
 * 
 * cdef struct IsotopicConstants:             # <<<<<<<<<<<<<<
 *     int order
 *     PhiConstants** constants
*/

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_t_7brainpy_2_c_18isotopic_constants_IsotopicConstants {

#line 21 "brainpy/_c/isotopic_constants.pxd"
  int order;

#line 21 "brainpy/_c/isotopic_constants.pxd"
  struct __pyx_t_7brainpy_2_c_18isotopic_constants_PhiConstants **constants;

#line 21 "brainpy/_c/isotopic_constants.pxd"
  size_t size;

#line 21 "brainpy/_c/isotopic_constants.pxd"
  size_t used;

#line 21 "brainpy/_c/isotopic_constants.pxd"
};

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_Peak;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_PeakList;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_ElementCache;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_IsotopicDistribution;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_make_isotopic_distribution;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_guess_npeaks;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution__isotopic_variants;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_isotopic_variants;

#line 21 "brainpy/_c/isotopic_constants.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_max_variants_approx;

/* "brainpy/_c/isotopic_distribution.pxd":7
 * 
 * 
 * cdef struct Peak:             # <<<<<<<<<<<<<<
 *     double mz
 *     double intensity
*/

#line 7 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_Peak {

#line 7 "brainpy/_c/isotopic_distribution.pxd"
  double mz;

#line 7 "brainpy/_c/isotopic_distribution.pxd"
  double intensity;

#line 7 "brainpy/_c/isotopic_distribution.pxd"
  int charge;

#line 7 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":13
 * 
 * 
 * cdef struct PeakList:             # <<<<<<<<<<<<<<
 *     Peak* peaks
 *     size_t used
*/

#line 13 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_PeakList {

#line 13 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_21isotopic_distribution_Peak *peaks;

#line 13 "brainpy/_c/isotopic_distribution.pxd"
  size_t used;

#line 13 "brainpy/_c/isotopic_distribution.pxd"
  size_t size;

#line 13 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":35
 * 
 * 
 * cdef struct ElementCache:             # <<<<<<<<<<<<<<
 *     Element** elements
 *     size_t used
*/

#line 35 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_ElementCache {

#line 35 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_Element **elements;

#line 35 "brainpy/_c/isotopic_distribution.pxd"
  size_t used;

#line 35 "brainpy/_c/isotopic_distribution.pxd"
  size_t size;

#line 35 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_ElementHashTable *source;

#line 35 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":49
 * 
 * 
 * cdef struct IsotopicDistribution:             # <<<<<<<<<<<<<<
 *     Composition* composition
 *     IsotopicConstants* _isotopic_constants
*/

#line 49 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_t_7brainpy_2_c_21isotopic_distribution_IsotopicDistribution {

#line 49 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_Composition *composition;

#line 49 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_18isotopic_constants_IsotopicConstants *_isotopic_constants;

#line 49 "brainpy/_c/isotopic_distribution.pxd"
  int order;

#line 49 "brainpy/_c/isotopic_distribution.pxd"
  double average_mass;

#line 49 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_21isotopic_distribution_Peak *monoisotopic_peak;

#line 49 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_21isotopic_distribution_ElementCache *cache;

#line 49 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":58
 * 
 * 
 * cdef IsotopicDistribution* make_isotopic_distribution(Composition* composition, int order, ElementCache* cache=*) noexcept nogil             # <<<<<<<<<<<<<<
 * cdef void free_isotopic_distribution(IsotopicDistribution* distribution) noexcept nogil
 * 
*/

#line 58 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_make_isotopic_distribution {

#line 58 "brainpy/_c/isotopic_distribution.pxd"
  int __pyx_n;

#line 58 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_21isotopic_distribution_ElementCache *cache;

#line 58 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":77
 * 
 * cdef int max_variants(Composition* composition, ElementCache* cache) noexcept nogil
 * cdef int guess_npeaks(Composition* composition_struct, size_t max_npeaks, ElementCache* cache=*) noexcept nogil             # <<<<<<<<<<<<<<
 * 
 * cpdef list _isotopic_variants(object composition, object npeaks=*, int charge=*, double charge_carrier=*)
*/

#line 77 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_guess_npeaks {

#line 77 "brainpy/_c/isotopic_distribution.pxd"
  int __pyx_n;

#line 77 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_t_7brainpy_2_c_21isotopic_distribution_ElementCache *cache;

#line 77 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":79
 * cdef int guess_npeaks(Composition* composition_struct, size_t max_npeaks, ElementCache* cache=*) noexcept nogil
 * 
 * cpdef list _isotopic_variants(object composition, object npeaks=*, int charge=*, double charge_carrier=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 79 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution__isotopic_variants {

#line 79 "brainpy/_c/isotopic_distribution.pxd"
  int __pyx_n;

#line 79 "brainpy/_c/isotopic_distribution.pxd"
  PyObject *npeaks;

#line 79 "brainpy/_c/isotopic_distribution.pxd"
  int charge;

#line 79 "brainpy/_c/isotopic_distribution.pxd"
  double charge_carrier;

#line 79 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":82
 * 
 * 
 * cdef PeakList* isotopic_variants(Composition* composition, int npeaks, int charge=*, double charge_carrier=*) noexcept nogil             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 82 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_isotopic_variants {

#line 82 "brainpy/_c/isotopic_distribution.pxd"
  int __pyx_n;

#line 82 "brainpy/_c/isotopic_distribution.pxd"
  int charge;

#line 82 "brainpy/_c/isotopic_distribution.pxd"
  double charge_carrier;

#line 82 "brainpy/_c/isotopic_distribution.pxd"
};

/* "brainpy/_c/isotopic_distribution.pxd":85
 * 
 * 
 * cdef size_t max_variants_approx(double mass, double lambda_factor=*, size_t maxiter=*, double threshold=*) noexcept nogil             # <<<<<<<<<<<<<<
*/

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_7brainpy_2_c_21isotopic_distribution_max_variants_approx {

#line 85 "brainpy/_c/isotopic_distribution.pxd"
  int __pyx_n;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
  double lambda_factor;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
  size_t maxiter;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
  double threshold;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
};

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet__has_peak;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet_all_peaks_for;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_cell;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_list;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_14PeakSetIndexed_has_peak_hinted;

/* "ms_peak_picker/_c/peak_set.pxd":42
 *     cdef FittedPeak _get_nearest_peak(self, double mz, double* errout)
 * 
 *     cdef FittedPeak _has_peak(self, double mz, double tolerance=*)             # <<<<<<<<<<<<<<
 * 
 *     cpdef PeakSet clone(self)
*/

#line 42 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet__has_peak {

#line 42 "ms_peak_picker/_c/peak_set.pxd"
  int __pyx_n;

#line 42 "ms_peak_picker/_c/peak_set.pxd"
  double tolerance;

#line 42 "ms_peak_picker/_c/peak_set.pxd"
};

/* "ms_peak_picker/_c/peak_set.pxd":50
 *     cdef int _between_bounds(self, double m1, double m2, size_t* startp, size_t* endp) noexcept
 * 
 *     cpdef tuple all_peaks_for(self, double mz, double error_tolerance=*)             # <<<<<<<<<<<<<<
 * 
 *     cdef FittedPeak getitem(self, size_t i)
*/

#line 50 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet_all_peaks_for {

#line 50 "ms_peak_picker/_c/peak_set.pxd"
  int __pyx_n;

#line 50 "ms_peak_picker/_c/peak_set.pxd"
  double error_tolerance;

#line 50 "ms_peak_picker/_c/peak_set.pxd"
};

/* "ms_peak_picker/_c/peak_set.pxd":64
 * 
 * 
 * cdef struct index_cell:             # <<<<<<<<<<<<<<
 *     double center_value
 *     size_t start
*/

#line 64 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_cell {

#line 64 "ms_peak_picker/_c/peak_set.pxd"
  double center_value;

#line 64 "ms_peak_picker/_c/peak_set.pxd"
  size_t start;

#line 64 "ms_peak_picker/_c/peak_set.pxd"
  size_t end;

#line 64 "ms_peak_picker/_c/peak_set.pxd"
};

/* "ms_peak_picker/_c/peak_set.pxd":70
 * 
 * 
 * cdef struct index_list:             # <<<<<<<<<<<<<<
 *     index_cell* index
 *     size_t size
*/

#line 70 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_list {

#line 70 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_cell *index;

#line 70 "ms_peak_picker/_c/peak_set.pxd"
  size_t size;

#line 70 "ms_peak_picker/_c/peak_set.pxd"
  double low;

#line 70 "ms_peak_picker/_c/peak_set.pxd"
  double high;

#line 70 "ms_peak_picker/_c/peak_set.pxd"
};

/* "ms_peak_picker/_c/peak_set.pxd":90
 *     cpdef _allocate_index(self, size_t interval_index_size)
 * 
 *     cpdef FittedPeak has_peak_hinted(self, double mz, double tolerance=*, size_t hint_start=*, size_t hint_end=*)             # <<<<<<<<<<<<<<
 * 
 * cdef size_t double_binary_search_ppm(double* array, double value, double tolerance, size_t n) noexcept
*/

#line 90 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_14PeakSetIndexed_has_peak_hinted {

#line 90 "ms_peak_picker/_c/peak_set.pxd"
  int __pyx_n;

#line 90 "ms_peak_picker/_c/peak_set.pxd"
  double tolerance;

#line 90 "ms_peak_picker/_c/peak_set.pxd"
  size_t hint_start;

#line 90 "ms_peak_picker/_c/peak_set.pxd"
  size_t hint_end;

#line 90 "ms_peak_picker/_c/peak_set.pxd"
};

#line 90 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_opt_args_7cpython_11contextvars_get_value;

#line 90 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_opt_args_7cpython_11contextvars_get_value_no_default;

/* "cpython/contextvars.pxd":116
 * 
 * @_cython.c_compile_guard("!CYTHON_COMPILING_IN_LIMITED_API")
 * cdef inline object get_value(var, default_value=None):             # <<<<<<<<<<<<<<
 *     """Return a new reference to the value of the context variable,
 *     or the default value of the context variable,
*/

#line 116 "cpython/contextvars.pxd"
struct __pyx_opt_args_7cpython_11contextvars_get_value {

#line 116 "cpython/contextvars.pxd"
  int __pyx_n;

#line 116 "cpython/contextvars.pxd"
  PyObject *default_value;

#line 116 "cpython/contextvars.pxd"
};

/* "cpython/contextvars.pxd":134
 * 
 * @_cython.c_compile_guard("!CYTHON_COMPILING_IN_LIMITED_API")
 * cdef inline object get_value_no_default(var, default_value=None):             # <<<<<<<<<<<<<<
 *     """Return a new reference to the value of the context variable,
 *     or the provided default value if no such value was found.
*/

#line 134 "cpython/contextvars.pxd"
struct __pyx_opt_args_7cpython_11contextvars_get_value_no_default {

#line 134 "cpython/contextvars.pxd"
  int __pyx_n;

#line 134 "cpython/contextvars.pxd"
  PyObject *default_value;

#line 134 "cpython/contextvars.pxd"
};

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1096
 * 
 * # Iterator API added in v1.6
 * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil             # <<<<<<<<<<<<<<
 * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil
 * 
*/

#line 1096 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef int (*__pyx_t_5numpy_NpyIter_IterNextFunc)(NpyIter *);

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1097
 * # Iterator API added in v1.6
 * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil
 * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil             # <<<<<<<<<<<<<<
 * 
 * cdef extern from "numpy/arrayobject.h":
*/

#line 1097 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
typedef void (*__pyx_t_5numpy_NpyIter_GetMultiIndexFunc)(NpyIter *, npy_intp *);

#line 1097 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex__has_peak;

#line 1097 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex_all_peaks_for;

/* "ms_peak_picker/_c/peak_index.pxd":11
 *         public PeakSet peaks
 * 
 *     cdef FittedPeak _has_peak(self, double mz, double tolerance=*)             # <<<<<<<<<<<<<<
 *     cdef PeakSet _between(self, double start, double stop)
 * 
*/

#line 11 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex__has_peak {

#line 11 "ms_peak_picker/_c/peak_index.pxd"
  int __pyx_n;

#line 11 "ms_peak_picker/_c/peak_index.pxd"
  double tolerance;

#line 11 "ms_peak_picker/_c/peak_index.pxd"
};

/* "ms_peak_picker/_c/peak_index.pxd":14
 *     cdef PeakSet _between(self, double start, double stop)
 * 
 *     cpdef tuple all_peaks_for(self, double mz, double error_tolerance=*)             # <<<<<<<<<<<<<<
 * 
 *     cdef size_t get_size(self)
*/

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex_all_peaks_for {

#line 14 "ms_peak_picker/_c/peak_index.pxd"
  int __pyx_n;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
  double error_tolerance;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
};

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_mass_charge_ratio;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_neutral_mass;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_scale;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_isotopic_cluster;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine__isotopic_cluster;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_ignore_below;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_truncate_after;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_scale;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern__scale;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_has_mz_charge_pair;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_isotopic_cluster;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_isotopic_shift;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_poisson_approximate;

/* "ms_deisotope/_c/averagine.pxd":7
 * cdef double PROTON
 * 
 * cdef double mass_charge_ratio(double neutral_mass, int z, double charge_carrier=*)             # <<<<<<<<<<<<<<
 * cdef double neutral_mass(double mz,  int z, double charge_carrier=*)
 * cdef void slide(double mz, list peaklist)
*/

#line 7 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_mass_charge_ratio {

#line 7 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 7 "ms_deisotope/_c/averagine.pxd"
  double charge_carrier;

#line 7 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":8
 * 
 * cdef double mass_charge_ratio(double neutral_mass, int z, double charge_carrier=*)
 * cdef double neutral_mass(double mz,  int z, double charge_carrier=*)             # <<<<<<<<<<<<<<
 * cdef void slide(double mz, list peaklist)
 * cdef dict scale_dict(dict data, double factor)
*/

#line 8 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_neutral_mass {

#line 8 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 8 "ms_deisotope/_c/averagine.pxd"
  double charge_carrier;

#line 8 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":17
 *         public dict base_composition
 * 
 *     cpdef dict scale(self, double mz, int charge=*, double charge_carrier=*)             # <<<<<<<<<<<<<<
 *     cpdef TheoreticalIsotopicPattern isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)
 *     cdef TheoreticalIsotopicPattern _isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)
*/

#line 17 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_scale {

#line 17 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 17 "ms_deisotope/_c/averagine.pxd"
  int charge;

#line 17 "ms_deisotope/_c/averagine.pxd"
  double charge_carrier;

#line 17 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":18
 * 
 *     cpdef dict scale(self, double mz, int charge=*, double charge_carrier=*)
 *     cpdef TheoreticalIsotopicPattern isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)             # <<<<<<<<<<<<<<
 *     cdef TheoreticalIsotopicPattern _isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)
 * 
*/

#line 18 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_isotopic_cluster {

#line 18 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 18 "ms_deisotope/_c/averagine.pxd"
  int charge;

#line 18 "ms_deisotope/_c/averagine.pxd"
  double charge_carrier;

#line 18 "ms_deisotope/_c/averagine.pxd"
  double truncate_after;

#line 18 "ms_deisotope/_c/averagine.pxd"
  double ignore_below;

#line 18 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":19
 *     cpdef dict scale(self, double mz, int charge=*, double charge_carrier=*)
 *     cpdef TheoreticalIsotopicPattern isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)
 *     cdef TheoreticalIsotopicPattern _isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 19 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine__isotopic_cluster {

#line 19 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 19 "ms_deisotope/_c/averagine.pxd"
  int charge;

#line 19 "ms_deisotope/_c/averagine.pxd"
  double charge_carrier;

#line 19 "ms_deisotope/_c/averagine.pxd"
  double truncate_after;

#line 19 "ms_deisotope/_c/averagine.pxd"
  double ignore_below;

#line 19 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":39
 *     cdef bint _eq_inst(self, TheoreticalIsotopicPattern other)
 * 
 *     cpdef TheoreticalIsotopicPattern ignore_below(self, double ignore_below=*)             # <<<<<<<<<<<<<<
 *     cpdef TheoreticalIsotopicPattern truncate_after(self, double truncate_after=*)
 *     cpdef TheoreticalIsotopicPattern shift(self, double mz)
*/

#line 39 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_ignore_below {

#line 39 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 39 "ms_deisotope/_c/averagine.pxd"
  double ignore_below;

#line 39 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":40
 * 
 *     cpdef TheoreticalIsotopicPattern ignore_below(self, double ignore_below=*)
 *     cpdef TheoreticalIsotopicPattern truncate_after(self, double truncate_after=*)             # <<<<<<<<<<<<<<
 *     cpdef TheoreticalIsotopicPattern shift(self, double mz)
 *     cpdef TheoreticalIsotopicPattern scale(self, list experimental_distribution, str method=*)
*/

#line 40 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_truncate_after {

#line 40 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 40 "ms_deisotope/_c/averagine.pxd"
  double truncate_after;

#line 40 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":42
 *     cpdef TheoreticalIsotopicPattern truncate_after(self, double truncate_after=*)
 *     cpdef TheoreticalIsotopicPattern shift(self, double mz)
 *     cpdef TheoreticalIsotopicPattern scale(self, list experimental_distribution, str method=*)             # <<<<<<<<<<<<<<
 *     cpdef TheoreticalIsotopicPattern scale_raw(self, double scale_factor)
 *     cpdef double drop_last_peak(self)
*/

#line 42 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_scale {

#line 42 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 42 "ms_deisotope/_c/averagine.pxd"
  PyObject *method;

#line 42 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":53
 * 
 *     @cython.final
 *     cdef inline TheoreticalIsotopicPattern _scale(self, list experimental_distribution, str method=*)             # <<<<<<<<<<<<<<
 * 
 *     @cython.final
*/

#line 53 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern__scale {

#line 53 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 53 "ms_deisotope/_c/averagine.pxd"
  PyObject *method;

#line 53 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":88
 *     cdef double _make_cache_key(self, double mz)
 * 
 *     cdef TheoreticalIsotopicPattern has_mz_charge_pair(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)             # <<<<<<<<<<<<<<
 *     cpdef TheoreticalIsotopicPattern isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)
 * 
*/

#line 88 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_has_mz_charge_pair {

#line 88 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 88 "ms_deisotope/_c/averagine.pxd"
  int charge;

#line 88 "ms_deisotope/_c/averagine.pxd"
  double charge_carrier;

#line 88 "ms_deisotope/_c/averagine.pxd"
  double truncate_after;

#line 88 "ms_deisotope/_c/averagine.pxd"
  double ignore_below;

#line 88 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":89
 * 
 *     cdef TheoreticalIsotopicPattern has_mz_charge_pair(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)
 *     cpdef TheoreticalIsotopicPattern isotopic_cluster(self, double mz, int charge=*, double charge_carrier=*, double truncate_after=*, double ignore_below=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 89 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_isotopic_cluster {

#line 89 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 89 "ms_deisotope/_c/averagine.pxd"
  int charge;

#line 89 "ms_deisotope/_c/averagine.pxd"
  double charge_carrier;

#line 89 "ms_deisotope/_c/averagine.pxd"
  double truncate_after;

#line 89 "ms_deisotope/_c/averagine.pxd"
  double ignore_below;

#line 89 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":92
 * 
 * 
 * cpdef double isotopic_shift(int charge=*)             # <<<<<<<<<<<<<<
 * 
 * cpdef TheoreticalIsotopicPattern poisson_approximate(double mass, size_t n_peaks, double lambda_factor=*, int charge=*)
*/

#line 92 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_isotopic_shift {

#line 92 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 92 "ms_deisotope/_c/averagine.pxd"
  int charge;

#line 92 "ms_deisotope/_c/averagine.pxd"
};

/* "ms_deisotope/_c/averagine.pxd":94
 * cpdef double isotopic_shift(int charge=*)
 * 
 * cpdef TheoreticalIsotopicPattern poisson_approximate(double mass, size_t n_peaks, double lambda_factor=*, int charge=*)             # <<<<<<<<<<<<<<
*/

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_poisson_approximate {

#line 94 "ms_deisotope/_c/averagine.pxd"
  int __pyx_n;

#line 94 "ms_deisotope/_c/averagine.pxd"
  double lambda_factor;

#line 94 "ms_deisotope/_c/averagine.pxd"
  int charge;

#line 94 "ms_deisotope/_c/averagine.pxd"
};

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_match_theoretical_isotopic_distribution;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_subtraction;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak_inplace;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak_inplace;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase_fit_theoretical_distribution;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase__fit_peaks_at_charges;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase_fit_theoretical_distribution;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase__fit_peaks_at_charges;

#line 94 "ms_deisotope/_c/averagine.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base__get_all_peak_charge_pairs;

/* "ms_deisotope/_c/deconvoluter_base.pxd":42
 *     cdef FittedPeak _has_peak(self, double mz, double error_tolerance)
 * 
 *     cpdef list match_theoretical_isotopic_distribution(self, list theoretical_distribution, double error_tolerance=*)             # <<<<<<<<<<<<<<
 *     cpdef scale_theoretical_distribution(self, TheoreticalIsotopicPattern theoretical_distribution, list experimental_distribution)
 *     cpdef IsotopicFitRecord _evaluate_theoretical_distribution(self, list experimental, TheoreticalIsotopicPattern theoretical, FittedPeak peak, int charge)
*/

#line 42 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_match_theoretical_isotopic_distribution {

#line 42 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 42 "ms_deisotope/_c/deconvoluter_base.pxd"
  double error_tolerance;

#line 42 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":45
 *     cpdef scale_theoretical_distribution(self, TheoreticalIsotopicPattern theoretical_distribution, list experimental_distribution)
 *     cpdef IsotopicFitRecord _evaluate_theoretical_distribution(self, list experimental, TheoreticalIsotopicPattern theoretical, FittedPeak peak, int charge)
 *     cpdef subtraction(self, TheoreticalIsotopicPattern isotopic_cluster, double error_tolerance=*)             # <<<<<<<<<<<<<<
 *     cpdef list fit_incremental_truncation(self, IsotopicFitRecord seed_fit, double lower_bound)
 * 
*/

#line 45 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_subtraction {

#line 45 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 45 "ms_deisotope/_c/deconvoluter_base.pxd"
  double error_tolerance;

#line 45 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":50
 *     cpdef bint _check_fit(self, IsotopicFitRecord fit)
 * 
 *     cpdef list _find_next_putative_peak(self, double mz, int charge, int step=*, double tolerance=*)             # <<<<<<<<<<<<<<
 *     cpdef list _find_previous_putative_peak(self, double mz, int charge, int step=*, double tolerance=*)
 * 
*/

#line 50 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak {

#line 50 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 50 "ms_deisotope/_c/deconvoluter_base.pxd"
  int step;

#line 50 "ms_deisotope/_c/deconvoluter_base.pxd"
  double tolerance;

#line 50 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":51
 * 
 *     cpdef list _find_next_putative_peak(self, double mz, int charge, int step=*, double tolerance=*)
 *     cpdef list _find_previous_putative_peak(self, double mz, int charge, int step=*, double tolerance=*)             # <<<<<<<<<<<<<<
 * 
 *     cdef int _find_next_putative_peak_inplace(self, double mz, int charge, set result, int step=*, double tolerance=*)
*/

#line 51 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak {

#line 51 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 51 "ms_deisotope/_c/deconvoluter_base.pxd"
  int step;

#line 51 "ms_deisotope/_c/deconvoluter_base.pxd"
  double tolerance;

#line 51 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":53
 *     cpdef list _find_previous_putative_peak(self, double mz, int charge, int step=*, double tolerance=*)
 * 
 *     cdef int _find_next_putative_peak_inplace(self, double mz, int charge, set result, int step=*, double tolerance=*)             # <<<<<<<<<<<<<<
 *     cdef int _find_previous_putative_peak_inplace(self, double mz, int charge, set result, int step=*, double tolerance=*)
 * 
*/

#line 53 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak_inplace {

#line 53 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 53 "ms_deisotope/_c/deconvoluter_base.pxd"
  int step;

#line 53 "ms_deisotope/_c/deconvoluter_base.pxd"
  double tolerance;

#line 53 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":54
 * 
 *     cdef int _find_next_putative_peak_inplace(self, double mz, int charge, set result, int step=*, double tolerance=*)
 *     cdef int _find_previous_putative_peak_inplace(self, double mz, int charge, set result, int step=*, double tolerance=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 54 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak_inplace {

#line 54 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 54 "ms_deisotope/_c/deconvoluter_base.pxd"
  int step;

#line 54 "ms_deisotope/_c/deconvoluter_base.pxd"
  double tolerance;

#line 54 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":61
 *         public AveragineCache averagine
 * 
 *     cpdef IsotopicFitRecord fit_theoretical_distribution(self, FittedPeak peak, double error_tolerance, int charge,             # <<<<<<<<<<<<<<
 *                                                          double charge_carrier=*, double truncate_after=*,
 *                                                          double ignore_below=*)
*/

#line 61 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase_fit_theoretical_distribution {

#line 61 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 61 "ms_deisotope/_c/deconvoluter_base.pxd"
  double charge_carrier;

#line 61 "ms_deisotope/_c/deconvoluter_base.pxd"
  double truncate_after;

#line 61 "ms_deisotope/_c/deconvoluter_base.pxd"
  double ignore_below;

#line 61 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":65
 *                                                          double ignore_below=*)
 * 
 *     cpdef set _fit_peaks_at_charges(self, set peak_charge_set, double error_tolerance, double charge_carrier=*, double truncate_after=*,             # <<<<<<<<<<<<<<
 *                                     double ignore_below=*)
 * 
*/

#line 65 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase__fit_peaks_at_charges {

#line 65 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 65 "ms_deisotope/_c/deconvoluter_base.pxd"
  double charge_carrier;

#line 65 "ms_deisotope/_c/deconvoluter_base.pxd"
  double truncate_after;

#line 65 "ms_deisotope/_c/deconvoluter_base.pxd"
  double ignore_below;

#line 65 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":73
 *         public list averagines
 * 
 *     cpdef IsotopicFitRecord fit_theoretical_distribution(self, FittedPeak peak, double error_tolerance, int charge,             # <<<<<<<<<<<<<<
 *                                                          AveragineCache  averagine, double charge_carrier=*, double truncate_after=*,
 *                                                          double ignore_below=*)
*/

#line 73 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase_fit_theoretical_distribution {

#line 73 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 73 "ms_deisotope/_c/deconvoluter_base.pxd"
  double charge_carrier;

#line 73 "ms_deisotope/_c/deconvoluter_base.pxd"
  double truncate_after;

#line 73 "ms_deisotope/_c/deconvoluter_base.pxd"
  double ignore_below;

#line 73 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":76
 *                                                          AveragineCache  averagine, double charge_carrier=*, double truncate_after=*,
 *                                                          double ignore_below=*)
 *     cpdef set _fit_peaks_at_charges(self, set peak_charge_set, double error_tolerance, double charge_carrier=*, double truncate_after=*,             # <<<<<<<<<<<<<<
 *                                     double ignore_below=*)
 * 
*/

#line 76 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase__fit_peaks_at_charges {

#line 76 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 76 "ms_deisotope/_c/deconvoluter_base.pxd"
  double charge_carrier;

#line 76 "ms_deisotope/_c/deconvoluter_base.pxd"
  double truncate_after;

#line 76 "ms_deisotope/_c/deconvoluter_base.pxd"
  double ignore_below;

#line 76 "ms_deisotope/_c/deconvoluter_base.pxd"
};

/* "ms_deisotope/_c/deconvoluter_base.pxd":83
 * 
 * 
 * cpdef set _get_all_peak_charge_pairs(DeconvoluterBase self, FittedPeak peak, double error_tolerance=*,             # <<<<<<<<<<<<<<
 *                                      object charge_range=*,
 *                                      int left_search_limit=*, int right_search_limit=*,
*/

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base__get_all_peak_charge_pairs {

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
  int __pyx_n;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
  double error_tolerance;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *charge_range;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
  int left_search_limit;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
  int right_search_limit;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
  int recalculate_starting_peak;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
  int use_quick_charge;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference;

/* "ms_deisotope/_c/scoring.pxd":29
 * 
 *     @staticmethod
 *     cdef IsotopicFitRecord _create(FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical,             # <<<<<<<<<<<<<<
 *                                    list experimental, object data=*, int missed_peaks=*)
 * 
*/

#line 29 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create {

#line 29 "ms_deisotope/_c/scoring.pxd"
  int __pyx_n;

#line 29 "ms_deisotope/_c/scoring.pxd"
  PyObject *data;

#line 29 "ms_deisotope/_c/scoring.pxd"
  int missed_peaks;

#line 29 "ms_deisotope/_c/scoring.pxd"
};

/* "ms_deisotope/_c/scoring.pxd":75
 *     cdef public double mass_error_tolerance
 * 
 *     cdef double score_peak(self, FittedPeak obs, TheoreticalPeak theo, double mass_error_tolerance=*, double minimum_signal_to_noise=*) nogil             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 75 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak {

#line 75 "ms_deisotope/_c/scoring.pxd"
  int __pyx_n;

#line 75 "ms_deisotope/_c/scoring.pxd"
  double mass_error_tolerance;

#line 75 "ms_deisotope/_c/scoring.pxd"
  double minimum_signal_to_noise;

#line 75 "ms_deisotope/_c/scoring.pxd"
};

/* "ms_deisotope/_c/scoring.pxd":92
 *     cdef public PeakSet peaklist
 * 
 *     cdef double detect_interference(self, list experimental_peaks, double lower=*, double upper=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference {

#line 92 "ms_deisotope/_c/scoring.pxd"
  int __pyx_n;

#line 92 "ms_deisotope/_c/scoring.pxd"
  double lower;

#line 92 "ms_deisotope/_c/scoring.pxd"
  double upper;

#line 92 "ms_deisotope/_c/scoring.pxd"
};

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet__has_peak;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_has_peak;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_all_peaks_for;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_index_cell;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_index_list;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_t;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_t;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_all_peaks_for;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_has_peak;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet__has_peak;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet__all_peaks_for;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet_has_peak;

#line 92 "ms_deisotope/_c/scoring.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet_all_peaks_for;

/* "ms_deisotope/_c/peak_set.pxd":138
 * 
 * 
 * cdef enum CPeaksFlags:             # <<<<<<<<<<<<<<
 *     borrowing = 0
 *     owns_peaks = 1
*/

#line 138 "ms_deisotope/_c/peak_set.pxd"
enum __pyx_t_12ms_deisotope_2_c_8peak_set_CPeaksFlags {

#line 138 "ms_deisotope/_c/peak_set.pxd"
  __pyx_e_12ms_deisotope_2_c_8peak_set_borrowing = 0,

#line 138 "ms_deisotope/_c/peak_set.pxd"
  __pyx_e_12ms_deisotope_2_c_8peak_set_owns_peaks = 1,

#line 138 "ms_deisotope/_c/peak_set.pxd"
  __pyx_e_12ms_deisotope_2_c_8peak_set_owns_index = 2,

#line 138 "ms_deisotope/_c/peak_set.pxd"
  __pyx_e_12ms_deisotope_2_c_8peak_set_owns_peaks_and_index = 3

#line 138 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":87
 *     cpdef DeconvolutedPeakSet copy(self)
 * 
 *     cdef DeconvolutedPeak _has_peak(self, double neutral_mass, double error_tolerance=*, bint use_mz=*)             # <<<<<<<<<<<<<<
 * 
 *     cpdef DeconvolutedPeak has_peak(self, double neutral_mass, double error_tolerance=*, bint use_mz=*)
*/

#line 87 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet__has_peak {

#line 87 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 87 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 87 "ms_deisotope/_c/peak_set.pxd"
  int use_mz;

#line 87 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":89
 *     cdef DeconvolutedPeak _has_peak(self, double neutral_mass, double error_tolerance=*, bint use_mz=*)
 * 
 *     cpdef DeconvolutedPeak has_peak(self, double neutral_mass, double error_tolerance=*, bint use_mz=*)             # <<<<<<<<<<<<<<
 * 
 *     cpdef tuple all_peaks_for(self, double neutral_mass, double tolerance=*)
*/

#line 89 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_has_peak {

#line 89 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 89 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 89 "ms_deisotope/_c/peak_set.pxd"
  int use_mz;

#line 89 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":91
 *     cpdef DeconvolutedPeak has_peak(self, double neutral_mass, double error_tolerance=*, bint use_mz=*)
 * 
 *     cpdef tuple all_peaks_for(self, double neutral_mass, double tolerance=*)             # <<<<<<<<<<<<<<
 * 
 *     cdef DeconvolutedPeak _get_nearest_peak(self, double neutral_mass, double* errout)
*/

#line 91 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_all_peaks_for {

#line 91 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 91 "ms_deisotope/_c/peak_set.pxd"
  double tolerance;

#line 91 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":118
 * cdef size_t INTERVAL_INDEX_SIZE
 * 
 * cdef struct index_cell:             # <<<<<<<<<<<<<<
 *     double center_value
 *     size_t start
*/

#line 118 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_index_cell {

#line 118 "ms_deisotope/_c/peak_set.pxd"
  double center_value;

#line 118 "ms_deisotope/_c/peak_set.pxd"
  size_t start;

#line 118 "ms_deisotope/_c/peak_set.pxd"
  size_t end;

#line 118 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":124
 * 
 * 
 * cdef struct index_list:             # <<<<<<<<<<<<<<
 *     index_cell* index
 *     size_t size
*/

#line 124 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_index_list {

#line 124 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_index_cell *index;

#line 124 "ms_deisotope/_c/peak_set.pxd"
  size_t size;

#line 124 "ms_deisotope/_c/peak_set.pxd"
  double low;

#line 124 "ms_deisotope/_c/peak_set.pxd"
  double high;

#line 124 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":131
 * 
 * 
 * cdef struct deconvoluted_peak_t:             # <<<<<<<<<<<<<<
 *     double neutral_mass
 *     double intensity
*/

#line 131 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_t {

#line 131 "ms_deisotope/_c/peak_set.pxd"
  double neutral_mass;

#line 131 "ms_deisotope/_c/peak_set.pxd"
  double intensity;

#line 131 "ms_deisotope/_c/peak_set.pxd"
  int charge;

#line 131 "ms_deisotope/_c/peak_set.pxd"
  unsigned int index;

#line 131 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":144
 *     owns_peaks_and_index = 3
 * 
 * cdef struct deconvoluted_peak_set_t:             # <<<<<<<<<<<<<<
 *     deconvoluted_peak_t* peaks
 *     double* mass_index
*/

#line 144 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_t {

#line 144 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_t *peaks;

#line 144 "ms_deisotope/_c/peak_set.pxd"
  double *mass_index;

#line 144 "ms_deisotope/_c/peak_set.pxd"
  size_t size;

#line 144 "ms_deisotope/_c/peak_set.pxd"
  enum __pyx_t_12ms_deisotope_2_c_8peak_set_CPeaksFlags flags;

#line 144 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":154
 * cdef int free_deconvoluted_peak_set_t(deconvoluted_peak_set_t* destination) noexcept nogil
 * 
 * cdef deconvoluted_peak_set_t deconvoluted_peak_set_all_peaks_for(deconvoluted_peak_set_t* self, double neutral_mass, double error_tolerance=*) noexcept nogil             # <<<<<<<<<<<<<<
 * cdef deconvoluted_peak_t* deconvoluted_peak_set_has_peak(deconvoluted_peak_set_t* self, double neutral_mass, double error_tolerance=*) noexcept nogil
 * 
*/

#line 154 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_all_peaks_for {

#line 154 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 154 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 154 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":155
 * 
 * cdef deconvoluted_peak_set_t deconvoluted_peak_set_all_peaks_for(deconvoluted_peak_set_t* self, double neutral_mass, double error_tolerance=*) noexcept nogil
 * cdef deconvoluted_peak_t* deconvoluted_peak_set_has_peak(deconvoluted_peak_set_t* self, double neutral_mass, double error_tolerance=*) noexcept nogil             # <<<<<<<<<<<<<<
 * 
 * cdef int deconvoluted_peak_eq(deconvoluted_peak_t* self, deconvoluted_peak_t* other) noexcept nogil
*/

#line 155 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_has_peak {

#line 155 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 155 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 155 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":167
 *     cdef deconvoluted_peak_t* getitem(self, size_t i) nogil
 * 
 *     cdef deconvoluted_peak_t* _has_peak(self, double neutral_mass, double error_tolerance=*) noexcept nogil             # <<<<<<<<<<<<<<
 *     cdef deconvoluted_peak_set_t _all_peaks_for(self, double neutral_mass, double error_tolerance=*) noexcept nogil
 * 
*/

#line 167 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet__has_peak {

#line 167 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 167 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 167 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":168
 * 
 *     cdef deconvoluted_peak_t* _has_peak(self, double neutral_mass, double error_tolerance=*) noexcept nogil
 *     cdef deconvoluted_peak_set_t _all_peaks_for(self, double neutral_mass, double error_tolerance=*) noexcept nogil             # <<<<<<<<<<<<<<
 * 
 *     cpdef object has_peak(self, double neutral_mass, double error_tolerance=*)
*/

#line 168 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet__all_peaks_for {

#line 168 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 168 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 168 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":170
 *     cdef deconvoluted_peak_set_t _all_peaks_for(self, double neutral_mass, double error_tolerance=*) noexcept nogil
 * 
 *     cpdef object has_peak(self, double neutral_mass, double error_tolerance=*)             # <<<<<<<<<<<<<<
 *     cpdef tuple all_peaks_for(self, double neutral_mass, double error_tolerance=*)
*/

#line 170 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet_has_peak {

#line 170 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 170 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 170 "ms_deisotope/_c/peak_set.pxd"
};

/* "ms_deisotope/_c/peak_set.pxd":171
 * 
 *     cpdef object has_peak(self, double neutral_mass, double error_tolerance=*)
 *     cpdef tuple all_peaks_for(self, double neutral_mass, double error_tolerance=*)             # <<<<<<<<<<<<<<
*/

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet_all_peaks_for {

#line 171 "ms_deisotope/_c/peak_set.pxd"
  int __pyx_n;

#line 171 "ms_deisotope/_c/peak_set.pxd"
  double error_tolerance;

#line 171 "ms_deisotope/_c/peak_set.pxd"
};

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_ctuple_size_t__and_size_t;
typedef struct __pyx_ctuple_size_t__and_size_t __pyx_ctuple_size_t__and_size_t;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_topological_sort;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_starting_at;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_ending_at;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitive_closure;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_edges;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_add_edges_for;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_complements;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_init_paths;

/* "ms_deisotope/_c/spectrum_graph.pxd":45
 *         public NodeBase end
 *         public object annotation
 *         public (size_t, size_t) key             # <<<<<<<<<<<<<<
 *         public Py_hash_t _hash
 * 
*/

#line 45 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_ctuple_size_t__and_size_t {

#line 45 "ms_deisotope/_c/spectrum_graph.pxd"
  size_t f0;

#line 45 "ms_deisotope/_c/spectrum_graph.pxd"
  size_t f1;

#line 45 "ms_deisotope/_c/spectrum_graph.pxd"
};

/* "ms_deisotope/_c/spectrum_graph.pxd":59
 * 
 *     cpdef add(self, DeconvolutedPeak p1, DeconvolutedPeak p2, object annotation)
 *     cpdef list topological_sort(self, adjacency_matrix=*)             # <<<<<<<<<<<<<<
 * 
 *     cpdef list paths_starting_at(self, ix, int limit=*)
*/

#line 59 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_topological_sort {

#line 59 "ms_deisotope/_c/spectrum_graph.pxd"
  int __pyx_n;

#line 59 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *adjacency_matrix;

#line 59 "ms_deisotope/_c/spectrum_graph.pxd"
};

/* "ms_deisotope/_c/spectrum_graph.pxd":61
 *     cpdef list topological_sort(self, adjacency_matrix=*)
 * 
 *     cpdef list paths_starting_at(self, ix, int limit=*)             # <<<<<<<<<<<<<<
 *     cpdef list paths_ending_at(self, ix, int limit=*)
 * 
*/

#line 61 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_starting_at {

#line 61 "ms_deisotope/_c/spectrum_graph.pxd"
  int __pyx_n;

#line 61 "ms_deisotope/_c/spectrum_graph.pxd"
  int limit;

#line 61 "ms_deisotope/_c/spectrum_graph.pxd"
};

/* "ms_deisotope/_c/spectrum_graph.pxd":62
 * 
 *     cpdef list paths_starting_at(self, ix, int limit=*)
 *     cpdef list paths_ending_at(self, ix, int limit=*)             # <<<<<<<<<<<<<<
 * 
 *     cpdef list transitive_closure(self, list paths, int limit=*)
*/

#line 62 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_ending_at {

#line 62 "ms_deisotope/_c/spectrum_graph.pxd"
  int __pyx_n;

#line 62 "ms_deisotope/_c/spectrum_graph.pxd"
  int limit;

#line 62 "ms_deisotope/_c/spectrum_graph.pxd"
};

/* "ms_deisotope/_c/spectrum_graph.pxd":64
 *     cpdef list paths_ending_at(self, ix, int limit=*)
 * 
 *     cpdef list transitive_closure(self, list paths, int limit=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 64 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitive_closure {

#line 64 "ms_deisotope/_c/spectrum_graph.pxd"
  int __pyx_n;

#line 64 "ms_deisotope/_c/spectrum_graph.pxd"
  int limit;

#line 64 "ms_deisotope/_c/spectrum_graph.pxd"
};

/* "ms_deisotope/_c/spectrum_graph.pyx":634
 *         self.product_error_tolerance = product_error_tolerance
 * 
 *     cpdef find_edges(self, scan, max_mass=None):             # <<<<<<<<<<<<<<
 *         cdef:
 *             SpectrumGraph graph
*/

#line 634 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_edges {

#line 634 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_n;

#line 634 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *max_mass;

#line 634 "ms_deisotope/_c/spectrum_graph.pyx"
};

/* "ms_deisotope/_c/spectrum_graph.pyx":686
 *         return deconvoluted_peak_set
 * 
 *     cpdef add_edges_for(self, scan, SpectrumGraph graph, MassWrapper component, max_mass=None):             # <<<<<<<<<<<<<<
 *         cdef:
 *             size_t pi, pn
*/

#line 686 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_add_edges_for {

#line 686 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_n;

#line 686 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *max_mass;

#line 686 "ms_deisotope/_c/spectrum_graph.pyx"
};

/* "ms_deisotope/_c/spectrum_graph.pyx":715
 *                 graph.add(peak, other_peak, component.obj)
 * 
 *     cpdef find_complements(self, scan, SpectrumGraph graph,  MassWrapper component, max_mass=None):             # <<<<<<<<<<<<<<
 *         cdef:
 *             size_t pi, pn
*/

#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_complements {

#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_n;

#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *max_mass;

#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
};

/* "ms_deisotope/_c/spectrum_graph.pyx":744
 *                 graph.add(peak, other_peak, component.obj)
 * 
 *     cpdef init_paths(self, graph, limit=200):             # <<<<<<<<<<<<<<
 *         cdef:
 *             double min_start_mass
*/

#line 744 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_init_paths {

#line 744 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_n;

#line 744 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *limit;

#line 744 "ms_deisotope/_c/spectrum_graph.pyx"
};

/* "brainpy/_c/composition.pxd":123
 * 
 * 
 * cdef class PyComposition(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Composition* impl
*/

#line 123 "brainpy/_c/composition.pxd"
struct __pyx_obj_7brainpy_2_c_11composition_PyComposition {

#line 123 "brainpy/_c/composition.pxd"
  PyObject_HEAD

#line 123 "brainpy/_c/composition.pxd"
  struct __pyx_vtabstruct_7brainpy_2_c_11composition_PyComposition *__pyx_vtab;

#line 123 "brainpy/_c/composition.pxd"
  struct __pyx_t_7brainpy_2_c_11composition_Composition *impl;

#line 123 "brainpy/_c/composition.pxd"
  double cached_mass;

#line 123 "brainpy/_c/composition.pxd"
  int _clean;

#line 123 "brainpy/_c/composition.pxd"
};

#line 123 "brainpy/_c/composition.pxd"


/* "brainpy/_c/isotopic_distribution.pxd":62
 * 
 * 
 * @freelist(100000)             # <<<<<<<<<<<<<<
 * cdef class TheoreticalPeak(object):
 *     cdef:
*/

#line 62 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak {

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  PyObject_HEAD

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_vtabstruct_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_vtab;

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  double mz;

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  double intensity;

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  int charge;

#line 62 "brainpy/_c/isotopic_distribution.pxd"
};

#line 62 "brainpy/_c/isotopic_distribution.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":2
 * 
 * cdef class PeakBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
*/

#line 2 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase {

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  PyObject_HEAD

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_vtab;

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  double mz;

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  double intensity;

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  double area;

#line 2 "ms_peak_picker/_c/peak_set.pxd"
};

#line 2 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":12
 * 
 * 
 * cdef class FittedPeak(PeakBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double signal_to_noise
*/

#line 12 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak {

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_base;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  double signal_to_noise;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  double full_width_at_half_max;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  double left_width;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  double right_width;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  long peak_count;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  long index;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
};

#line 12 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":29
 *                             double area)
 * 
 * cdef class PeakSet(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public tuple peaks
*/

#line 29 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet {

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  PyObject_HEAD

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_vtab;

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  PyObject *peaks;

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  int indexed;

#line 29 "ms_peak_picker/_c/peak_set.pxd"
};

#line 29 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":83
 * 
 * 
 * cdef class PeakSetIndexed(PeakSet):             # <<<<<<<<<<<<<<
 *     cdef:
 *         double* mz_index
*/

#line 83 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed {

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet __pyx_base;

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  double *mz_index;

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_list *interval_index;

#line 83 "ms_peak_picker/_c/peak_set.pxd"
};

#line 83 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_index.pxd":5
 * 
 * 
 * cdef class PeakIndex(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public np.ndarray mz_array
*/

#line 5 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex {

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  PyObject_HEAD

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_10peak_index_PeakIndex *__pyx_vtab;

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  PyArrayObject *mz_array;

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  PyArrayObject *intensity_array;

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *peaks;

#line 5 "ms_peak_picker/_c/peak_index.pxd"
};

#line 5 "ms_peak_picker/_c/peak_index.pxd"


/* "ms_deisotope/_c/averagine.pxd":12
 * cdef dict scale_dict(dict data, double factor)
 * 
 * cdef class Averagine(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double base_mass
*/

#line 12 "ms_deisotope/_c/averagine.pxd"
struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine {

#line 12 "ms_deisotope/_c/averagine.pxd"
  PyObject_HEAD

#line 12 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_Averagine *__pyx_vtab;

#line 12 "ms_deisotope/_c/averagine.pxd"
  double base_mass;

#line 12 "ms_deisotope/_c/averagine.pxd"
  PyObject *base_composition;

#line 12 "ms_deisotope/_c/averagine.pxd"
};

#line 12 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/averagine.pxd":22
 * 
 * 
 * @cython.final             # <<<<<<<<<<<<<<
 * cdef class TheoreticalIsotopicPattern(object):
 *     cdef:
*/

#line 22 "ms_deisotope/_c/averagine.pxd"
struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern {

#line 22 "ms_deisotope/_c/averagine.pxd"
  PyObject_HEAD

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_vtab;

#line 22 "ms_deisotope/_c/averagine.pxd"
  PyObject *peaklist;

#line 22 "ms_deisotope/_c/averagine.pxd"
  double origin;

#line 22 "ms_deisotope/_c/averagine.pxd"
  double offset;

#line 22 "ms_deisotope/_c/averagine.pxd"
};

#line 22 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/averagine.pxd":78
 * 
 * 
 * @cython.final             # <<<<<<<<<<<<<<
 * cdef class AveragineCache(object):
 *     cdef:
*/

#line 78 "ms_deisotope/_c/averagine.pxd"
struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache {

#line 78 "ms_deisotope/_c/averagine.pxd"
  PyObject_HEAD

#line 78 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_AveragineCache *__pyx_vtab;

#line 78 "ms_deisotope/_c/averagine.pxd"
  PyObject *backend;

#line 78 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *averagine;

#line 78 "ms_deisotope/_c/averagine.pxd"
  double cache_truncation;

#line 78 "ms_deisotope/_c/averagine.pxd"
  int enabled;

#line 78 "ms_deisotope/_c/averagine.pxd"
};

#line 78 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":25
 * 
 * 
 * cdef class DeconvoluterBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public bint use_subtraction
*/

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase {

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject_HEAD

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_vtab;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int use_subtraction;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *scale_method;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int merge_isobaric_peaks;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  double minimum_intensity;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *peaklist;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *scorer;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int verbose;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *_slice_cache;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":57
 * 
 * 
 * cdef class AveragineDeconvoluterBase(DeconvoluterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public AveragineCache averagine
*/

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase {

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase __pyx_base;

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache *averagine;

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":69
 * 
 * 
 * cdef class MultiAveragineDeconvoluterBase(DeconvoluterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list averagines
*/

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase {

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase __pyx_base;

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *averagines;

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":91
 * 
 * 
 * cdef class ChargeIterator(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public int lower
*/

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator {

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject_HEAD

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *__pyx_vtab;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int lower;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int upper;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int sign;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int *values;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  size_t size;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  size_t index;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/scoring.pxd":16
 * 
 * 
 * cdef class IsotopicFitRecord(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public FittedPeak seed_peak
*/

#line 16 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord {

#line 16 "ms_deisotope/_c/scoring.pxd"
  PyObject_HEAD

#line 16 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_vtab;

#line 16 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *seed_peak;

#line 16 "ms_deisotope/_c/scoring.pxd"
  double score;

#line 16 "ms_deisotope/_c/scoring.pxd"
  int charge;

#line 16 "ms_deisotope/_c/scoring.pxd"
  PyObject *experimental;

#line 16 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *theoretical;

#line 16 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *monoisotopic_peak;

#line 16 "ms_deisotope/_c/scoring.pxd"
  int missed_peaks;

#line 16 "ms_deisotope/_c/scoring.pxd"
  PyObject *data;

#line 16 "ms_deisotope/_c/scoring.pxd"
  Py_hash_t _hash;

#line 16 "ms_deisotope/_c/scoring.pxd"
};

#line 16 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":38
 * 
 * 
 * cdef class FitSelectorBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double minimum_score
*/

#line 38 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase {

#line 38 "ms_deisotope/_c/scoring.pxd"
  PyObject_HEAD

#line 38 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_vtab;

#line 38 "ms_deisotope/_c/scoring.pxd"
  double minimum_score;

#line 38 "ms_deisotope/_c/scoring.pxd"
};

#line 38 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":50
 * 
 * 
 * cdef class IsotopicFitterBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public FitSelectorBase select
*/

#line 50 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase {

#line 50 "ms_deisotope/_c/scoring.pxd"
  PyObject_HEAD

#line 50 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_vtab;

#line 50 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *select;

#line 50 "ms_deisotope/_c/scoring.pxd"
};

#line 50 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":62
 * 
 * 
 * cdef class LeastSquaresFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 * 
*/

#line 62 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter {

#line 62 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 62 "ms_deisotope/_c/scoring.pxd"
};

#line 62 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":66
 * 
 * 
 * cdef class GTestFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 * 
*/

#line 66 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter {

#line 66 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 66 "ms_deisotope/_c/scoring.pxd"
};

#line 66 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":69
 *     pass
 * 
 * cdef class ScaledGTestFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 * 
*/

#line 69 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter {

#line 69 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 69 "ms_deisotope/_c/scoring.pxd"
};

#line 69 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":72
 *     pass
 * 
 * cdef class MSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef public double mass_error_tolerance
 * 
*/

#line 72 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter {

#line 72 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 72 "ms_deisotope/_c/scoring.pxd"
  double mass_error_tolerance;

#line 72 "ms_deisotope/_c/scoring.pxd"
};

#line 72 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":78
 * 
 * 
 * cdef class PenalizedMSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mass_error_tolerance
*/

#line 78 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter {

#line 78 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 78 "ms_deisotope/_c/scoring.pxd"
  double mass_error_tolerance;

#line 78 "ms_deisotope/_c/scoring.pxd"
  double penalty_factor;

#line 78 "ms_deisotope/_c/scoring.pxd"
};

#line 78 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":84
 * 
 * 
 * cdef class FunctionScorer(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         object function
*/

#line 84 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer {

#line 84 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 84 "ms_deisotope/_c/scoring.pxd"
  PyObject *function;

#line 84 "ms_deisotope/_c/scoring.pxd"
};

#line 84 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":89
 * 
 * 
 * cdef class InterferenceDetection(object):             # <<<<<<<<<<<<<<
 *     cdef public PeakSet peaklist
 * 
*/

#line 89 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection {

#line 89 "ms_deisotope/_c/scoring.pxd"
  PyObject_HEAD

#line 89 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_vtab;

#line 89 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *peaklist;

#line 89 "ms_deisotope/_c/scoring.pxd"
};

#line 89 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":95
 * 
 * 
 * cdef class DistinctPatternFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public InterferenceDetection interference_detector
*/

#line 95 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter {

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *interference_detector;

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *g_test_scaled;

#line 95 "ms_deisotope/_c/scoring.pxd"
  double peak_count_scale;

#line 95 "ms_deisotope/_c/scoring.pxd"
  double domain_scale;

#line 95 "ms_deisotope/_c/scoring.pxd"
};

#line 95 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":102
 *         public double domain_scale
 * 
 * cdef class ScaledPenalizedMSDeconvFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double scale_factor
*/

#line 102 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter {

#line 102 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 102 "ms_deisotope/_c/scoring.pxd"
  double scale_factor;

#line 102 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *scorer;

#line 102 "ms_deisotope/_c/scoring.pxd"
};

#line 102 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":112
 * 
 * 
 * cdef class DotProductFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
*/

#line 112 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter {

#line 112 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 112 "ms_deisotope/_c/scoring.pxd"
};

#line 112 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/peak_set.pxd":5
 * 
 * 
 * cdef class _Index:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public size_t neutral_mass
*/

#line 5 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index {

#line 5 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 5 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__Index *__pyx_vtab;

#line 5 "ms_deisotope/_c/peak_set.pxd"
  size_t neutral_mass;

#line 5 "ms_deisotope/_c/peak_set.pxd"
  size_t mz;

#line 5 "ms_deisotope/_c/peak_set.pxd"
};

#line 5 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":14
 * 
 * 
 * cdef class EnvelopePair:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
*/

#line 14 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair {

#line 14 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 14 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_EnvelopePair *__pyx_vtab;

#line 14 "ms_deisotope/_c/peak_set.pxd"
  double mz;

#line 14 "ms_deisotope/_c/peak_set.pxd"
  double intensity;

#line 14 "ms_deisotope/_c/peak_set.pxd"
};

#line 14 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":25
 * 
 * 
 * cdef class Envelope:             # <<<<<<<<<<<<<<
 *     cdef public tuple pairs
 * 
*/

#line 25 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope {

#line 25 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_Envelope *__pyx_vtab;

#line 25 "ms_deisotope/_c/peak_set.pxd"
  PyObject *pairs;

#line 25 "ms_deisotope/_c/peak_set.pxd"
};

#line 25 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":40
 * 
 * 
 * cdef class DeconvolutedPeak(PeakBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double neutral_mass
*/

#line 40 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak {

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_base;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double neutral_mass;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double signal_to_noise;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index *_index;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double full_width_at_half_max;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  int charge;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double a_to_a2_ratio;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double most_abundant_mass;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double average_mass;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double score;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *envelope;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *fit;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  int chosen_for_msms;

#line 40 "ms_deisotope/_c/peak_set.pxd"
};

#line 40 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":66
 * 
 * 
 * cdef class IonMobilityDeconvolutedPeak(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double drift_time
*/

#line 66 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak {

#line 66 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

#line 66 "ms_deisotope/_c/peak_set.pxd"
  double drift_time;

#line 66 "ms_deisotope/_c/peak_set.pxd"
};

#line 66 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":71
 * 
 * 
 * cdef class DeconvolutedPeakSolution(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public object solution
*/

#line 71 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution {

#line 71 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

#line 71 "ms_deisotope/_c/peak_set.pxd"
  PyObject *solution;

#line 71 "ms_deisotope/_c/peak_set.pxd"
};

#line 71 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":75
 *         public object solution
 * 
 * cdef class DeconvolutedPeakSet(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public tuple peaks
*/

#line 75 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet {

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *__pyx_vtab;

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *peaks;

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *_mz_ordered;

#line 75 "ms_deisotope/_c/peak_set.pxd"
  int indexed;

#line 75 "ms_deisotope/_c/peak_set.pxd"
};

#line 75 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":104
 * 
 * 
 * cdef class DeconvolutedPeakSetIndexed(DeconvolutedPeakSet):             # <<<<<<<<<<<<<<
 *     cdef:
 *         double* neutral_mass_array
*/

#line 104 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed {

#line 104 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet __pyx_base;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  double *neutral_mass_array;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  double *mz_array;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_index_list *interval_index;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  size_t _size;

#line 104 "ms_deisotope/_c/peak_set.pxd"
};

#line 104 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":161
 * 
 * 
 * cdef class _CPeakSet:             # <<<<<<<<<<<<<<
 *     cdef:
 *         deconvoluted_peak_set_t* ptr
*/

#line 161 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet {

#line 161 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 161 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__CPeakSet *__pyx_vtab;

#line 161 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_t *ptr;

#line 161 "ms_deisotope/_c/peak_set.pxd"
};

#line 161 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":6
 * 
 * 
 * cdef class NodeBase(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef:
*/

#line 6 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase {

#line 6 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject_HEAD

#line 6 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_vtab;

#line 6 "ms_deisotope/_c/spectrum_graph.pxd"
  size_t key;

#line 6 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 6 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":17
 * 
 * 
 * cdef class PlaceHolderNode(NodeBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public str label
*/

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode {

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase __pyx_base;

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *label;

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"
  double _mass;

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"
  double _intensity;

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"
  size_t _index;

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 17 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":25
 * 
 * 
 * cdef class PeakNode(NodeBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public DeconvolutedPeak peak
*/

#line 25 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode {

#line 25 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase __pyx_base;

#line 25 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *peak;

#line 25 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 25 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":31
 * 
 * 
 * cdef class PeakGroupNode(NodeBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list peaks
*/

#line 31 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode {

#line 31 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase __pyx_base;

#line 31 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *peaks;

#line 31 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 31 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":38
 * 
 * 
 * @cython.final             # <<<<<<<<<<<<<<
 * @cython.freelist(1000000)
 * cdef class Edge(object):
*/

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge {

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject_HEAD

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_vtab;

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *start;

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *end;

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *annotation;

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
  __pyx_ctuple_size_t__and_size_t key;

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
  Py_hash_t _hash;

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 38 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":52
 * 
 * 
 * cdef class SpectrumGraph(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public set transitions
*/

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph {

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject_HEAD

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_vtab;

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *transitions;

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *by_first;

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *by_second;

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 52 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":67
 * 
 * 
 * cdef class MassWrapper(object):             # <<<<<<<<<<<<<<
 *     """An adapter class to make types whose mass calculation is a method
 *     (:mod:`glypy` dynamic graph components) compatible with code where the
*/

#line 67 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper {

#line 67 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject_HEAD

#line 67 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *obj;

#line 67 "ms_deisotope/_c/spectrum_graph.pxd"
  double mass;

#line 67 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 67 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pxd":87
 * 
 * 
 * cdef class Path(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list transitions
*/

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path {

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject_HEAD

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_vtab;

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *transitions;

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  double total_signal;

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  double start_mass;

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  double end_mass;

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *_peaks_used;

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
  PyObject *_edges_used;

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"
};

#line 87 "ms_deisotope/_c/spectrum_graph.pxd"


/* "ms_deisotope/_c/spectrum_graph.pyx":625
 * 
 * 
 * cdef class PathFinder(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list components
*/

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder {

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject_HEAD

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_vtab;

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *components;

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
  double product_error_tolerance;

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":91
 *         return self.peak.intensity
 * 
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         yield self.peak
 * 
*/

#line 91 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__ {

#line 91 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject_HEAD

#line 91 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self;

#line 91 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 91 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":212
 *         return True
 * 
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         yield self.start
 *         yield self.end
*/

#line 212 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_1___iter__ {

#line 212 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject_HEAD

#line 212 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self;

#line 212 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 212 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":463
 *             for i in range(1, combinations + 1):
 *                 for combos in combinations_with_replacement(components, i):
 *                     mass = sum(c.mass for c in combos)             # <<<<<<<<<<<<<<
 *                     obj = tuple(c.obj for c in combos)
 *                     result.append(cls(obj, mass))
*/

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_2_genexpr {

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject_HEAD

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_genexpr_arg_0;

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_v_c;

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_t_0;

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
  Py_ssize_t __pyx_t_1;

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*__pyx_t_2)(PyObject *);

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 463 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":464
 *                 for combos in combinations_with_replacement(components, i):
 *                     mass = sum(c.mass for c in combos)
 *                     obj = tuple(c.obj for c in combos)             # <<<<<<<<<<<<<<
 *                     result.append(cls(obj, mass))
 *             components = result
*/

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_3_genexpr {

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject_HEAD

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_genexpr_arg_0;

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_v_c;

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_t_0;

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
  Py_ssize_t __pyx_t_1;

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*__pyx_t_2)(PyObject *);

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 464 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":587
 *         return "%s(%s, %0.4e, %f, %f)" % (
 *             self.__class__.__name__,
 *             '->'.join(str(e.annotation) for e in self),             # <<<<<<<<<<<<<<
 *             self.total_signal, self.start_mass, self.end_mass
 *         )
*/

#line 587 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_4_genexpr {

#line 587 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject_HEAD

#line 587 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_genexpr_arg_0;

#line 587 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_v_e;

#line 587 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 587 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":776
 *             return []
 *         for path in paths:
 *             key = tuple(e.annotation for e in path)             # <<<<<<<<<<<<<<
 *             groups[key].append(path)
 *         result = []
*/

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_5_genexpr {

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject_HEAD

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_genexpr_arg_0;

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_v_e;

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *__pyx_t_0;

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
  Py_ssize_t __pyx_t_1;

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*__pyx_t_2)(PyObject *);

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 776 "ms_deisotope/_c/spectrum_graph.pyx"


#line 776 "ms_deisotope/_c/spectrum_graph.pyx"


/* "brainpy/_c/composition.pxd":123
 * 
 * 
 * cdef class PyComposition(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Composition* impl
*/

#line 123 "brainpy/_c/composition.pxd"


#line 123 "brainpy/_c/composition.pxd"
struct __pyx_vtabstruct_7brainpy_2_c_11composition_PyComposition {

#line 123 "brainpy/_c/composition.pxd"
  struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *(*_create)(struct __pyx_t_7brainpy_2_c_11composition_Composition *);

#line 123 "brainpy/_c/composition.pxd"
  void (*_set_impl)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, struct __pyx_t_7brainpy_2_c_11composition_Composition *, struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition__set_impl *__pyx_optional_args);

#line 123 "brainpy/_c/composition.pxd"
  void (*_initialize_from_formula)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, PyObject *);

#line 123 "brainpy/_c/composition.pxd"
  double (*mass)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  int (*_PyComposition__equality_pycomposition)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  int (*_PyComposition__equality_dict)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, PyObject *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *(*copy)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  PyObject *(*update)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, PyObject *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  PyObject *(*keys)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  PyObject *(*values)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  PyObject *(*items)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, int __pyx_skip_dispatch);

#line 123 "brainpy/_c/composition.pxd"
  PyObject *(*pop)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition_pop *__pyx_optional_args);

#line 123 "brainpy/_c/composition.pxd"
  __pyx_t_7brainpy_2_c_11composition_count_type (*getitem)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, PyObject *);

#line 123 "brainpy/_c/composition.pxd"
  void (*setitem)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, PyObject *, __pyx_t_7brainpy_2_c_11composition_count_type);

#line 123 "brainpy/_c/composition.pxd"
  void (*increment)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, PyObject *, __pyx_t_7brainpy_2_c_11composition_count_type);

#line 123 "brainpy/_c/composition.pxd"
  void (*add_from)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *);

#line 123 "brainpy/_c/composition.pxd"
  void (*subtract_from)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *);

#line 123 "brainpy/_c/composition.pxd"
  void (*scale_by)(struct __pyx_obj_7brainpy_2_c_11composition_PyComposition *, long);

#line 123 "brainpy/_c/composition.pxd"
};

#line 123 "brainpy/_c/composition.pxd"
static struct __pyx_vtabstruct_7brainpy_2_c_11composition_PyComposition *__pyx_vtabptr_7brainpy_2_c_11composition_PyComposition;

#line 123 "brainpy/_c/composition.pxd"


/* "brainpy/_c/isotopic_distribution.pxd":62
 * 
 * 
 * @freelist(100000)             # <<<<<<<<<<<<<<
 * cdef class TheoreticalPeak(object):
 *     cdef:
*/

#line 62 "brainpy/_c/isotopic_distribution.pxd"


#line 62 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_vtabstruct_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak {

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *(*_create)(double, double, int);

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  int (*_eq)(struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *, int __pyx_skip_dispatch);

#line 62 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *(*clone)(struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *, int __pyx_skip_dispatch);

#line 62 "brainpy/_c/isotopic_distribution.pxd"
};

#line 62 "brainpy/_c/isotopic_distribution.pxd"
static struct __pyx_vtabstruct_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_vtabptr_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak;

#line 62 "brainpy/_c/isotopic_distribution.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":2
 * 
 * cdef class PeakBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
*/

#line 2 "ms_peak_picker/_c/peak_set.pxd"


#line 2 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase {

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *(*clone)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *, int __pyx_skip_dispatch);

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *(*copy)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *, int __pyx_skip_dispatch);

#line 2 "ms_peak_picker/_c/peak_set.pxd"
};

#line 2 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_PeakBase;

#line 2 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":12
 * 
 * 
 * cdef class FittedPeak(PeakBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double signal_to_noise
*/

#line 12 "ms_peak_picker/_c/peak_set.pxd"


#line 12 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_FittedPeak {

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_base;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, int __pyx_skip_dispatch);

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_create)(double, double, double, double, double, double, long, long, double);

#line 12 "ms_peak_picker/_c/peak_set.pxd"
};

#line 12 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_FittedPeak;

#line 12 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":29
 *                             double area)
 * 
 * cdef class PeakSet(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public tuple peaks
*/

#line 29 "ms_peak_picker/_c/peak_set.pxd"


#line 29 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSet {

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*_create)(PyObject *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  PyObject *(*reindex)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  size_t (*_index)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_get_nearest_peak)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, double *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_has_peak)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet__has_peak *__pyx_optional_args);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*clone)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*copy)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*_between)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, double);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  int (*_between_bounds)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, double, size_t *, size_t *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet_all_peaks_for *__pyx_optional_args);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*getitem)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, size_t);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  size_t (*get_size)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
};

#line 29 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_PeakSet;

#line 29 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_set.pxd":83
 * 
 * 
 * cdef class PeakSetIndexed(PeakSet):             # <<<<<<<<<<<<<<
 *     cdef:
 *         double* mz_index
*/

#line 83 "ms_peak_picker/_c/peak_set.pxd"


#line 83 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed {

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSet __pyx_base;

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  PyObject *(*_allocate_index)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed *, size_t, int __pyx_skip_dispatch);

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*has_peak_hinted)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_14PeakSetIndexed_has_peak_hinted *__pyx_optional_args);

#line 83 "ms_peak_picker/_c/peak_set.pxd"
};

#line 83 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed;

#line 83 "ms_peak_picker/_c/peak_set.pxd"


/* "ms_peak_picker/_c/peak_index.pxd":5
 * 
 * 
 * cdef class PeakIndex(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public np.ndarray mz_array
*/

#line 5 "ms_peak_picker/_c/peak_index.pxd"


#line 5 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_10peak_index_PeakIndex {

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_has_peak)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, double, struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex__has_peak *__pyx_optional_args);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*_between)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, double, double);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex_all_peaks_for *__pyx_optional_args);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  size_t (*get_size)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *(*clone)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, int __pyx_skip_dispatch);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *(*copy)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, int __pyx_skip_dispatch);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
};

#line 5 "ms_peak_picker/_c/peak_index.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_10peak_index_PeakIndex *__pyx_vtabptr_14ms_peak_picker_2_c_10peak_index_PeakIndex;

#line 5 "ms_peak_picker/_c/peak_index.pxd"


/* "ms_deisotope/_c/averagine.pxd":12
 * cdef dict scale_dict(dict data, double factor)
 * 
 * cdef class Averagine(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double base_mass
*/

#line 12 "ms_deisotope/_c/averagine.pxd"


#line 12 "ms_deisotope/_c/averagine.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_Averagine {

#line 12 "ms_deisotope/_c/averagine.pxd"
  PyObject *(*scale)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_scale *__pyx_optional_args);

#line 12 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*isotopic_cluster)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_isotopic_cluster *__pyx_optional_args);

#line 12 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*_isotopic_cluster)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *, double, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine__isotopic_cluster *__pyx_optional_args);

#line 12 "ms_deisotope/_c/averagine.pxd"
};

#line 12 "ms_deisotope/_c/averagine.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_Averagine *__pyx_vtabptr_12ms_deisotope_2_c_9averagine_Averagine;

#line 12 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/averagine.pxd":22
 * 
 * 
 * @cython.final             # <<<<<<<<<<<<<<
 * cdef class TheoreticalIsotopicPattern(object):
 *     cdef:
*/

#line 22 "ms_deisotope/_c/averagine.pxd"


#line 22 "ms_deisotope/_c/averagine.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern {

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*_create)(PyObject *, double, double);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*clone)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  int (*_eq_inst)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*ignore_below)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_ignore_below *__pyx_optional_args);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*truncate_after)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_truncate_after *__pyx_optional_args);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*shift)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, double, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*scale)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_scale *__pyx_optional_args);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*scale_raw)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, double, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  double (*drop_last_peak)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  double (*total)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*normalize)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*_scale)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern__scale *__pyx_optional_args);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*clone_shift)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, double);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *(*get)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, Py_ssize_t);

#line 22 "ms_deisotope/_c/averagine.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 22 "ms_deisotope/_c/averagine.pxd"
  double (*get_monoisotopic_mz)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 22 "ms_deisotope/_c/averagine.pxd"
  PyObject *(*get_processed_peaks)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 22 "ms_deisotope/_c/averagine.pxd"
  size_t (*basepeak_index)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  PyObject *(*incremental_truncation)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, double, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*clone_drop_last)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 22 "ms_deisotope/_c/averagine.pxd"
};

#line 22 "ms_deisotope/_c/averagine.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_vtabptr_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern;

#line 22 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/averagine.pxd":78
 * 
 * 
 * @cython.final             # <<<<<<<<<<<<<<
 * cdef class AveragineCache(object):
 *     cdef:
*/

#line 78 "ms_deisotope/_c/averagine.pxd"


#line 78 "ms_deisotope/_c/averagine.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_AveragineCache {

#line 78 "ms_deisotope/_c/averagine.pxd"
  double (*_make_cache_key)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache *, double);

#line 78 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*has_mz_charge_pair)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache *, double, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_has_mz_charge_pair *__pyx_optional_args);

#line 78 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*isotopic_cluster)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_isotopic_cluster *__pyx_optional_args);

#line 78 "ms_deisotope/_c/averagine.pxd"
};

#line 78 "ms_deisotope/_c/averagine.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_AveragineCache *__pyx_vtabptr_12ms_deisotope_2_c_9averagine_AveragineCache;

#line 78 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":25
 * 
 * 
 * cdef class DeconvoluterBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public bint use_subtraction
*/

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"


#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase {

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*between)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, double, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*has_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, double, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_has_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, double);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*match_theoretical_isotopic_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_match_theoretical_isotopic_distribution *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*scale_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_evaluate_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, int, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*subtraction)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_subtraction *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*fit_incremental_truncation)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, double, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*_check_fit)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_find_next_putative_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_find_previous_putative_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*_find_next_putative_peak_inplace)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak_inplace *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*_find_previous_putative_peak_inplace)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak_inplace *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase;

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":57
 * 
 * 
 * cdef class AveragineDeconvoluterBase(DeconvoluterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public AveragineCache averagine
*/

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"


#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase {

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase __pyx_base;

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*fit_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, double, int, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase_fit_theoretical_distribution *__pyx_optional_args);

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_fit_peaks_at_charges)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase *, PyObject *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase__fit_peaks_at_charges *__pyx_optional_args);

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase;

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":69
 * 
 * 
 * cdef class MultiAveragineDeconvoluterBase(DeconvoluterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list averagines
*/

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"


#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase {

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase __pyx_base;

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*fit_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, double, int, struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase_fit_theoretical_distribution *__pyx_optional_args);

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_fit_peaks_at_charges)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase *, PyObject *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase__fit_peaks_at_charges *__pyx_optional_args);

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase;

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/deconvoluter_base.pxd":91
 * 
 * 
 * cdef class ChargeIterator(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public int lower
*/

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"


#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator {

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *(*_create)(int, int);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *(*from_tuple)(PyObject *);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *(*from_quickcharge)(PyObject *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*sequence_from_quickcharge)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*make_sequence)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  void (*release_sequence)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  void (*set_bounds)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int, int);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*has_more)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*reset)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*get_next_value)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
};

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator;

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"


/* "ms_deisotope/_c/scoring.pxd":16
 * 
 * 
 * cdef class IsotopicFitRecord(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public FittedPeak seed_peak
*/

#line 16 "ms_deisotope/_c/scoring.pxd"


#line 16 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord {

#line 16 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_create)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, double, int, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create *__pyx_optional_args);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_ne)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_lt)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_gt)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 16 "ms_deisotope/_c/scoring.pxd"
};

#line 16 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;

#line 16 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":38
 * 
 * 
 * cdef class FitSelectorBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double minimum_score
*/

#line 38 "ms_deisotope/_c/scoring.pxd"


#line 38 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase {

#line 38 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*best)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *, int __pyx_skip_dispatch);

#line 38 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_best_from_set)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *);

#line 38 "ms_deisotope/_c/scoring.pxd"
  int (*reject)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 38 "ms_deisotope/_c/scoring.pxd"
  int (*reject_score)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, double, int __pyx_skip_dispatch);

#line 38 "ms_deisotope/_c/scoring.pxd"
  int (*is_maximizing)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, int __pyx_skip_dispatch);

#line 38 "ms_deisotope/_c/scoring.pxd"
};

#line 38 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;

#line 38 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":50
 * 
 * 
 * cdef class IsotopicFitterBase(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public FitSelectorBase select
*/

#line 50 "ms_deisotope/_c/scoring.pxd"


#line 50 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase {

#line 50 "ms_deisotope/_c/scoring.pxd"
  double (*_evaluate)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, PyObject *, PyObject *, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  int (*reject)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  int (*reject_score)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, double, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  int (*is_maximizing)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *(*_configure)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
};

#line 50 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

#line 50 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":62
 * 
 * 
 * cdef class LeastSquaresFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 * 
*/

#line 62 "ms_deisotope/_c/scoring.pxd"


#line 62 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter {

#line 62 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 62 "ms_deisotope/_c/scoring.pxd"
};

#line 62 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

#line 62 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":66
 * 
 * 
 * cdef class GTestFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 * 
*/

#line 66 "ms_deisotope/_c/scoring.pxd"


#line 66 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter {

#line 66 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 66 "ms_deisotope/_c/scoring.pxd"
};

#line 66 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_GTestFitter;

#line 66 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":69
 *     pass
 * 
 * cdef class ScaledGTestFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 * 
*/

#line 69 "ms_deisotope/_c/scoring.pxd"


#line 69 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter {

#line 69 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 69 "ms_deisotope/_c/scoring.pxd"
};

#line 69 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

#line 69 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":72
 *     pass
 * 
 * cdef class MSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef public double mass_error_tolerance
 * 
*/

#line 72 "ms_deisotope/_c/scoring.pxd"


#line 72 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter {

#line 72 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 72 "ms_deisotope/_c/scoring.pxd"
  double (*score_peak)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak *__pyx_optional_args);

#line 72 "ms_deisotope/_c/scoring.pxd"
};

#line 72 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

#line 72 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":78
 * 
 * 
 * cdef class PenalizedMSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mass_error_tolerance
*/

#line 78 "ms_deisotope/_c/scoring.pxd"


#line 78 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter {

#line 78 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 78 "ms_deisotope/_c/scoring.pxd"
};

#line 78 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

#line 78 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":84
 * 
 * 
 * cdef class FunctionScorer(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         object function
*/

#line 84 "ms_deisotope/_c/scoring.pxd"


#line 84 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer {

#line 84 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 84 "ms_deisotope/_c/scoring.pxd"
};

#line 84 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer;

#line 84 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":89
 * 
 * 
 * cdef class InterferenceDetection(object):             # <<<<<<<<<<<<<<
 *     cdef public PeakSet peaklist
 * 
*/

#line 89 "ms_deisotope/_c/scoring.pxd"


#line 89 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection {

#line 89 "ms_deisotope/_c/scoring.pxd"
  double (*detect_interference)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference *__pyx_optional_args);

#line 89 "ms_deisotope/_c/scoring.pxd"
};

#line 89 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection;

#line 89 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":95
 * 
 * 
 * cdef class DistinctPatternFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public InterferenceDetection interference_detector
*/

#line 95 "ms_deisotope/_c/scoring.pxd"


#line 95 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter {

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 95 "ms_deisotope/_c/scoring.pxd"
};

#line 95 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 95 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":102
 *         public double domain_scale
 * 
 * cdef class ScaledPenalizedMSDeconvFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double scale_factor
*/

#line 102 "ms_deisotope/_c/scoring.pxd"


#line 102 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter {

#line 102 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 102 "ms_deisotope/_c/scoring.pxd"
  double (*_calculate_scale_factor)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 102 "ms_deisotope/_c/scoring.pxd"
  void (*scale_fitted_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 102 "ms_deisotope/_c/scoring.pxd"
  void (*scale_theoretical_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 102 "ms_deisotope/_c/scoring.pxd"
};

#line 102 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 102 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":112
 * 
 * 
 * cdef class DotProductFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
*/

#line 112 "ms_deisotope/_c/scoring.pxd"


#line 112 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter {

#line 112 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 112 "ms_deisotope/_c/scoring.pxd"
};

#line 112 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 112 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/peak_set.pxd":5
 * 
 * 
 * cdef class _Index:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public size_t neutral_mass
*/

#line 5 "ms_deisotope/_c/peak_set.pxd"


#line 5 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__Index {

#line 5 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index *(*_create)(size_t, size_t);

#line 5 "ms_deisotope/_c/peak_set.pxd"
};

#line 5 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__Index *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set__Index;

#line 5 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":14
 * 
 * 
 * cdef class EnvelopePair:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
*/

#line 14 "ms_deisotope/_c/peak_set.pxd"


#line 14 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_EnvelopePair {

#line 14 "ms_deisotope/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *, int __pyx_skip_dispatch);

#line 14 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *(*_create)(double, double);

#line 14 "ms_deisotope/_c/peak_set.pxd"
};

#line 14 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_EnvelopePair *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_EnvelopePair;

#line 14 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":25
 * 
 * 
 * cdef class Envelope:             # <<<<<<<<<<<<<<
 *     cdef public tuple pairs
 * 
*/

#line 25 "ms_deisotope/_c/peak_set.pxd"


#line 25 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_Envelope {

#line 25 "ms_deisotope/_c/peak_set.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *(*getitem)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, size_t);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *(*clone)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *(*_create)(PyObject *);

#line 25 "ms_deisotope/_c/peak_set.pxd"
};

#line 25 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_Envelope *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_Envelope;

#line 25 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":40
 * 
 * 
 * cdef class DeconvolutedPeak(PeakBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double neutral_mass
*/

#line 40 "ms_deisotope/_c/peak_set.pxd"


#line 40 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak {

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_base;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *, int __pyx_skip_dispatch);

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*_create_simple)(double, double, int, double, double, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *);

#line 40 "ms_deisotope/_c/peak_set.pxd"
};

#line 40 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak;

#line 40 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":66
 * 
 * 
 * cdef class IonMobilityDeconvolutedPeak(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double drift_time
*/

#line 66 "ms_deisotope/_c/peak_set.pxd"


#line 66 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak {

#line 66 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

#line 66 "ms_deisotope/_c/peak_set.pxd"
};

#line 66 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak;

#line 66 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":71
 * 
 * 
 * cdef class DeconvolutedPeakSolution(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public object solution
*/

#line 71 "ms_deisotope/_c/peak_set.pxd"


#line 71 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution {

#line 71 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

#line 71 "ms_deisotope/_c/peak_set.pxd"
};

#line 71 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution;

#line 71 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":75
 *         public object solution
 * 
 * cdef class DeconvolutedPeakSet(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public tuple peaks
*/

#line 75 "ms_deisotope/_c/peak_set.pxd"


#line 75 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet {

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*reindex)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *(*clone)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *(*copy)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*_has_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet__has_peak *__pyx_optional_args);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*has_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_has_peak *__pyx_optional_args);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_all_peaks_for *__pyx_optional_args);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*_get_nearest_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, double *);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*getitem)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, size_t);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*getslice)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, size_t, size_t);

#line 75 "ms_deisotope/_c/peak_set.pxd"
};

#line 75 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet;

#line 75 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":104
 * 
 * 
 * cdef class DeconvolutedPeakSetIndexed(DeconvolutedPeakSet):             # <<<<<<<<<<<<<<
 *     cdef:
 *         double* neutral_mass_array
*/

#line 104 "ms_deisotope/_c/peak_set.pxd"


#line 104 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed {

#line 104 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet __pyx_base;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  void (*_build_index_arrays)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *);

#line 104 "ms_deisotope/_c/peak_set.pxd"
  int (*_interval_for)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *, double, double, size_t *, size_t *);

#line 104 "ms_deisotope/_c/peak_set.pxd"
};

#line 104 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed;

#line 104 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":161
 * 
 * 
 * cdef class _CPeakSet:             # <<<<<<<<<<<<<<
 *     cdef:
 *         deconvoluted_peak_set_t* ptr
*/

#line 161 "ms_deisotope/_c/peak_set.pxd"


#line 161 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__CPeakSet {

#line 161 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_t *(*getitem)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet *, size_t);

#line 161 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_t *(*_has_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet *, double, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet__has_peak *__pyx_optional_args);

#line 161 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_t (*_all_peaks_for)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet *, double, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet__all_peaks_for *__pyx_optional_args);

#line 161 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*has_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet_has_peak *__pyx_optional_args);

#line 161 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet_all_peaks_for *__pyx_optional_args);

#line 161 "ms_deisotope/_c/peak_set.pxd"
};

#line 161 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__CPeakSet *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set__CPeakSet;

#line 161 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/spectrum_graph.pyx":21
 * 
 * 
 * cdef class NodeBase(object):             # <<<<<<<<<<<<<<
 *     def __init__(self):
 *         self.key = self.get_index()
*/

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"


#line 21 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase {

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"
  double (*get_neutral_mass)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *);

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"
  double (*get_intensity)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *);

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"
  size_t (*get_index)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *);

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *);

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_NodeBase;

#line 21 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":147
 *         return iter(self.peaks)
 * 
 * cdef class PlaceHolderNode(NodeBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, str label, double mass, double intensity=0, size_t index=0):
*/

#line 147 "ms_deisotope/_c/spectrum_graph.pyx"


#line 147 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode {

#line 147 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase __pyx_base;

#line 147 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 147 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode;

#line 147 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":76
 * 
 * 
 * cdef class PeakNode(NodeBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, peak):
*/

#line 76 "ms_deisotope/_c/spectrum_graph.pyx"


#line 76 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PeakNode {

#line 76 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase __pyx_base;

#line 76 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 76 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_PeakNode;

#line 76 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":95
 * 
 * 
 * cdef class PeakGroupNode(NodeBase):             # <<<<<<<<<<<<<<
 *     def __init__(self, peaks):
 *         self.peaks = sorted(set(peaks), key=lambda x: x.neutral_mass)
*/

#line 95 "ms_deisotope/_c/spectrum_graph.pyx"


#line 95 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode {

#line 95 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase __pyx_base;

#line 95 "ms_deisotope/_c/spectrum_graph.pyx"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *);

#line 95 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 95 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode;

#line 95 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":173
 * 
 * 
 * @cython.final             # <<<<<<<<<<<<<<
 * @cython.freelist(1000000)
 * cdef class Edge(object):
*/

#line 173 "ms_deisotope/_c/spectrum_graph.pyx"


#line 173 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_Edge {

#line 173 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *(*_create)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *, PyObject *);

#line 173 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 173 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_Edge;

#line 173 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_4Edge__create(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *, PyObject *);

#line 173 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":225
 * 
 * 
 * cdef class SpectrumGraph(object):             # <<<<<<<<<<<<<<
 *     def __init__(self):
 *         self.transitions = set()
*/

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"


#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph {

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*add)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *, PyObject *, int __pyx_skip_dispatch);

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*topological_sort)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_topological_sort *__pyx_optional_args);

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*paths_starting_at)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_starting_at *__pyx_optional_args);

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*paths_ending_at)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_ending_at *__pyx_optional_args);

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*transitive_closure)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitive_closure *__pyx_optional_args);

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph;

#line 225 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":497
 * 
 * 
 * cdef class Path(object):             # <<<<<<<<<<<<<<
 *     def __init__(self, edge_list):
 *         self.transitions = list(edge_list)
*/

#line 497 "ms_deisotope/_c/spectrum_graph.pyx"


#line 497 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_Path {

#line 497 "ms_deisotope/_c/spectrum_graph.pyx"
  double (*_total_signal)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *);

#line 497 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *(*get)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *, Py_ssize_t);

#line 497 "ms_deisotope/_c/spectrum_graph.pyx"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *);

#line 497 "ms_deisotope/_c/spectrum_graph.pyx"
};

#line 497 "ms_deisotope/_c/spectrum_graph.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_Path;

#line 497 "ms_deisotope/_c/spectrum_graph.pyx"


/* "ms_deisotope/_c/spectrum_graph.pyx":625
 * 
 * 
 * cdef class PathFinder(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list components
*/

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"


#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_PathFinder {

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
  PyObject *(*find_edges)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_edges *__pyx_optional_args);

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *(*_guess_limit_and_get_peaks)(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *, PyObject *, double *);

#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 625 "ms_deisotope/_c/spectrum_graph.pyx"
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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

/* 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

/* RaiseUnexpectedTypeError.proto */
static int __Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj);

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

/* 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

/* pep479.proto */
static void __Pyx_Generator_Replace_StopIteration(int in_async_gen);

/* LimitedApiGetTypeDict.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp);
#endif

/* SetItemOnTypeDict.proto */
static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v);
#define __Pyx_SetItemOnTypeDict(tp, k, v) __Pyx__SetItemOnTypeDict((PyTypeObject*)tp, k, v)

/* FixUpExtensionType.proto */
static CYTHON_INLINE int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);

/* FetchSharedCythonModule.proto */
static PyObject *__Pyx_FetchSharedCythonABIModule(void);

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

/* FetchCommonType.proto */
static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases);

/* CommonTypesMetaclass.proto */
static int __pyx_CommonTypesMetaclass_init(PyObject *module);
#define __Pyx_CommonTypesMetaclass_USED

/* CallTypeTraverse.proto */
#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

/* PyMethodNew.proto */
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ);

/* PyVectorcallFastCallDict.proto */
#if CYTHON_METH_FASTCALL && (CYTHON_VECTORCALL || CYTHON_BACKPORT_VECTORCALL)
static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw);
#endif

/* CythonFunctionShared.proto */
#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_BACKPORT_VECTORCALL ||\
        (CYTHON_COMPILING_IN_LIMITED_API && CYTHON_METH_FASTCALL)
    __pyx_vectorcallfunc func_vectorcall;
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_weakreflist;
#endif
    PyObject *func_dict;
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
#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_BACKPORT_VECTORCALL || 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);

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

/* 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))
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);

/* 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

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

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

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

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

/* append.proto */
static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x);

/* 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

/* IterFinish.proto */
static CYTHON_INLINE int __Pyx_IterFinish(void);

/* 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);

/* 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

/* PyLongCompare.proto */
static CYTHON_INLINE int __Pyx_PyLong_BoolEqObjC(PyObject *op1, PyObject *op2, long intval, long inplace);

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

/* PyObjectFormatAndDecref.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f);
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f);

/* UnicodeConcatInPlace.proto */
# if CYTHON_COMPILING_IN_CPYTHON
    #if CYTHON_REFNANNY
        #define __Pyx_PyUnicode_ConcatInPlace(left, right) __Pyx_PyUnicode_ConcatInPlaceImpl(&left, right, __pyx_refnanny)
    #else
        #define __Pyx_PyUnicode_ConcatInPlace(left, right) __Pyx_PyUnicode_ConcatInPlaceImpl(&left, right)
    #endif
    static CYTHON_INLINE PyObject *__Pyx_PyUnicode_ConcatInPlaceImpl(PyObject **p_left, PyObject *right
        #if CYTHON_REFNANNY
        , void* __pyx_refnanny
        #endif
    );
#else
#define __Pyx_PyUnicode_ConcatInPlace __Pyx_PyUnicode_Concat
#endif
#define __Pyx_PyUnicode_ConcatInPlaceSafe(left, right) ((unlikely((left) == Py_None) || unlikely((right) == Py_None)) ?\
    PyNumber_InPlaceAdd(left, right) : __Pyx_PyUnicode_ConcatInPlace(left, right))

/* 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
}

/* RaiseUnboundLocalError.proto */
static void __Pyx_RaiseUnboundLocalError(const char *varname);

/* 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

/* PyObjectCallNoArg.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);

/* pyfrozenset_new.proto */
static CYTHON_INLINE PyObject* __Pyx_PyFrozenSet_New(PyObject* it);

/* PySetContains.proto */
static CYTHON_INLINE int __Pyx_PySet_ContainsTF(PyObject* key, PyObject* set, int eq);

/* 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

/* PyObject_Unicode.proto */
#define __Pyx_PyObject_Unicode(obj)\
    (likely(PyUnicode_CheckExact(obj)) ? __Pyx_NewRef(obj) : PyObject_Str(obj))

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

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

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

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

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

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

/* UnpackTuple2.proto */
static CYTHON_INLINE int __Pyx_unpack_tuple2(
    PyObject* tuple, PyObject** value1, PyObject** value2, int is_tuple, int has_known_size, int decref_tuple);
static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
    PyObject* tuple, PyObject** value1, PyObject** value2, int decref_tuple);
static int __Pyx_unpack_tuple2_generic(
    PyObject* tuple, PyObject** value1, PyObject** value2, int has_known_size, int decref_tuple);

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

/* 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);

/* py_abs.proto */
#if CYTHON_USE_PYLONG_INTERNALS
static PyObject *__Pyx_PyLong_AbsNeg(PyObject *num);
#define __Pyx_PyNumber_Absolute(x)\
    ((likely(PyLong_CheckExact(x))) ?\
         (likely(__Pyx_PyLong_IsNonNeg(x)) ? (Py_INCREF(x), (x)) : __Pyx_PyLong_AbsNeg(x)) :\
         PyNumber_Absolute(x))
#else
#define __Pyx_PyNumber_Absolute(x)  PyNumber_Absolute(x)
#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));
}

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

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

/* HasAttr.proto */
#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

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

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

/* ValidateBasesTuple.proto */
#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 */
static void* __Pyx_GetVtable(PyTypeObject *type);

/* MergeVTables.proto */
static int __Pyx_MergeVtables(PyTypeObject *type);

/* DelItemOnTypeDict.proto */
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_1_2
#define __PYX_HAVE_RT_ImportType_proto_3_1_2
#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_1_2(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_3_1_2(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_3_1_2 {
   __Pyx_ImportType_CheckSize_Error_3_1_2 = 0,
   __Pyx_ImportType_CheckSize_Warn_3_1_2 = 1,
   __Pyx_ImportType_CheckSize_Ignore_3_1_2 = 2
};
static PyTypeObject *__Pyx_ImportType_3_1_2(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_1_2 check_size);
#endif

/* ListPack.proto */
static PyObject *__Pyx_PyList_Pack(Py_ssize_t n, ...);

/* ImportDottedModule.proto */
static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple);
static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple);

/* ClassMethod.proto */
#if !CYTHON_COMPILING_IN_LIMITED_API
#include "descrobject.h"
#endif
CYTHON_UNUSED static PyObject* __Pyx_Method_ClassMethod(PyObject *method);

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

/* pybytes_as_double.proto */
static double __Pyx_SlowPyString_AsDouble(PyObject *obj);
static double __Pyx__PyBytes_AsDouble(PyObject *obj, const char* start, Py_ssize_t length);
static CYTHON_INLINE double __Pyx_PyBytes_AsDouble(PyObject *obj) {
    char* as_c_string;
    Py_ssize_t size;
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE
    as_c_string = PyBytes_AS_STRING(obj);
    size = PyBytes_GET_SIZE(obj);
#else
    if (PyBytes_AsStringAndSize(obj, &as_c_string, &size) < 0) {
        return (double)-1;
    }
#endif
    return __Pyx__PyBytes_AsDouble(obj, as_c_string, size);
}
static CYTHON_INLINE double __Pyx_PyByteArray_AsDouble(PyObject *obj) {
    char* as_c_string;
    Py_ssize_t size;
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE
    as_c_string = PyByteArray_AS_STRING(obj);
    size = PyByteArray_GET_SIZE(obj);
#else
    as_c_string = PyByteArray_AsString(obj);
    if (as_c_string == NULL) {
        return (double)-1;
    }
    size = PyByteArray_Size(obj);
#endif
    return __Pyx__PyBytes_AsDouble(obj, as_c_string, size);
}

/* pyunicode_as_double.proto */
#if !CYTHON_COMPILING_IN_PYPY && CYTHON_ASSUME_SAFE_MACROS
static const char* __Pyx__PyUnicode_AsDouble_Copy(const void* data, const int kind, char* buffer, Py_ssize_t start, Py_ssize_t end) {
    int last_was_punctuation;
    Py_ssize_t i;
    last_was_punctuation = 1;
    for (i=start; i <= end; i++) {
        Py_UCS4 chr = PyUnicode_READ(kind, data, i);
        int is_punctuation = (chr == '_') | (chr == '.');
        *buffer = (char)chr;
        buffer += (chr != '_');
        if (unlikely(chr > 127)) goto parse_failure;
        if (unlikely(last_was_punctuation & is_punctuation)) goto parse_failure;
        last_was_punctuation = is_punctuation;
    }
    if (unlikely(last_was_punctuation)) goto parse_failure;
    *buffer = '\0';
    return buffer;
parse_failure:
    return NULL;
}
static double __Pyx__PyUnicode_AsDouble_inf_nan(const void* data, int kind, Py_ssize_t start, Py_ssize_t length) {
    int matches = 1;
    Py_UCS4 chr;
    Py_UCS4 sign = PyUnicode_READ(kind, data, start);
    int is_signed = (sign == '-') | (sign == '+');
    start += is_signed;
    length -= is_signed;
    switch (PyUnicode_READ(kind, data, start)) {
        #ifdef Py_NAN
        case 'n':
        case 'N':
            if (unlikely(length != 3)) goto parse_failure;
            chr = PyUnicode_READ(kind, data, start+1);
            matches &= (chr == 'a') | (chr == 'A');
            chr = PyUnicode_READ(kind, data, start+2);
            matches &= (chr == 'n') | (chr == 'N');
            if (unlikely(!matches)) goto parse_failure;
            return (sign == '-') ? -Py_NAN : Py_NAN;
        #endif
        case 'i':
        case 'I':
            if (unlikely(length < 3)) goto parse_failure;
            chr = PyUnicode_READ(kind, data, start+1);
            matches &= (chr == 'n') | (chr == 'N');
            chr = PyUnicode_READ(kind, data, start+2);
            matches &= (chr == 'f') | (chr == 'F');
            if (likely(length == 3 && matches))
                return (sign == '-') ? -Py_HUGE_VAL : Py_HUGE_VAL;
            if (unlikely(length != 8)) goto parse_failure;
            chr = PyUnicode_READ(kind, data, start+3);
            matches &= (chr == 'i') | (chr == 'I');
            chr = PyUnicode_READ(kind, data, start+4);
            matches &= (chr == 'n') | (chr == 'N');
            chr = PyUnicode_READ(kind, data, start+5);
            matches &= (chr == 'i') | (chr == 'I');
            chr = PyUnicode_READ(kind, data, start+6);
            matches &= (chr == 't') | (chr == 'T');
            chr = PyUnicode_READ(kind, data, start+7);
            matches &= (chr == 'y') | (chr == 'Y');
            if (unlikely(!matches)) goto parse_failure;
            return (sign == '-') ? -Py_HUGE_VAL : Py_HUGE_VAL;
        case '.': case '0': case '1': case '2': case '3': case '4': case '5': case '6': case '7': case '8': case '9':
            break;
        default:
            goto parse_failure;
    }
    return 0.0;
parse_failure:
    return -1.0;
}
static double __Pyx_PyUnicode_AsDouble_WithSpaces(PyObject *obj) {
    double value;
    const char *last;
    char *end;
    Py_ssize_t start, length = PyUnicode_GET_LENGTH(obj);
    const int kind = PyUnicode_KIND(obj);
    const void* data = PyUnicode_DATA(obj);
    start = 0;
    while (Py_UNICODE_ISSPACE(PyUnicode_READ(kind, data, start)))
        start++;
    while (start < length - 1 && Py_UNICODE_ISSPACE(PyUnicode_READ(kind, data, length - 1)))
        length--;
    length -= start;
    if (unlikely(length <= 0)) goto fallback;
    value = __Pyx__PyUnicode_AsDouble_inf_nan(data, kind, start, length);
    if (unlikely(value == -1.0)) goto fallback;
    if (value != 0.0) return value;
    if (length < 40) {
        char number[40];
        last = __Pyx__PyUnicode_AsDouble_Copy(data, kind, number, start, start + length);
        if (unlikely(!last)) goto fallback;
        value = PyOS_string_to_double(number, &end, NULL);
    } else {
        char *number = (char*) PyMem_Malloc((length + 1) * sizeof(char));
        if (unlikely(!number)) goto fallback;
        last = __Pyx__PyUnicode_AsDouble_Copy(data, kind, number, start, start + length);
        if (unlikely(!last)) {
            PyMem_Free(number);
            goto fallback;
        }
        value = PyOS_string_to_double(number, &end, NULL);
        PyMem_Free(number);
    }
    if (likely(end == last) || (value == (double)-1 && PyErr_Occurred())) {
        return value;
    }
fallback:
    return __Pyx_SlowPyString_AsDouble(obj);
}
#endif
static CYTHON_INLINE double __Pyx_PyUnicode_AsDouble(PyObject *obj) {
#if !CYTHON_COMPILING_IN_PYPY && CYTHON_ASSUME_SAFE_MACROS
    if (unlikely(__Pyx_PyUnicode_READY(obj) == -1))
        return (double)-1;
    if (likely(PyUnicode_IS_ASCII(obj))) {
        const char *s;
        Py_ssize_t length;
        s = PyUnicode_AsUTF8AndSize(obj, &length);
        return __Pyx__PyBytes_AsDouble(obj, s, length);
    }
    return __Pyx_PyUnicode_AsDouble_WithSpaces(obj);
#else
    return __Pyx_SlowPyString_AsDouble(obj);
#endif
}

/* CLineInTraceback.proto */
#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 */
#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);

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

/* ToPyCTupleUtility.proto */
static PyObject* __pyx_convert__to_py___pyx_ctuple_size_t__and_size_t(__pyx_ctuple_size_t__and_size_t);

/* FromPyCTupleUtility.proto */
static CYTHON_INLINE __pyx_ctuple_size_t__and_size_t __pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(PyObject *);

/* 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

/* CIntFromPy.proto */
static CYTHON_INLINE size_t __Pyx_PyLong_As_size_t(PyObject *);

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

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

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

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

/* 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

/* 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

/* 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

/* IterNextPlain.proto */
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

/* ReturnWithStopIteration.proto */
static CYTHON_INLINE void __Pyx_ReturnWithStopIteration(PyObject* value, int async, int iternext);

/* CoroutineBase.proto */
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;
    PyObject *gi_weakreflist;
    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;\
    }
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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);
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static void __Pyx_SetBackportTypeAmSend(PyTypeObject *type, __Pyx_PyAsyncMethodsStruct *static_amsend_methods, __Pyx_pyiter_sendfunc am_send);
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static PyObject *__Pyx_Coroutine_fail_reduce_ex(PyObject *self, PyObject *arg);

/* Generator.proto */
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#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)\
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/* CheckBinaryVersion.proto */
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/* VoidPtrImport.proto */
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/* MultiPhaseInitModuleState.proto */
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static PyObject *__Pyx_State_FindModule(void*);
static int __Pyx_State_AddModule(PyObject* module, void*);
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#define __Pyx_State_FindModule PyState_FindModule
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/* #### Code section: module_declarations ### */
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#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."

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*/
#if !CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE double __pyx_f_7cpython_7complex_7complex_4real_real(PyComplexObject *__pyx_v_self); /* proto*/
#endif
#if !CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE double __pyx_f_7cpython_7complex_7complex_4imag_imag(PyComplexObject *__pyx_v_self); /* proto*/
#endif
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_get_neutral_mass(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_get_intensity(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto*/
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_get_index(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase__eq(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_other); /* proto*/
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_get_index(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_get_neutral_mass(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_get_intensity(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self); /* proto*/
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_get_size(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto*/
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_get_index(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_get_neutral_mass(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_get_intensity(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto*/
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_get_index(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_get_neutral_mass(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_get_intensity(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_4Edge__create(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_start, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_end, PyObject *__pyx_v_annotation); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_add(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *__pyx_v_p1, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *__pyx_v_p2, PyObject *__pyx_v_annotation, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_topological_sort(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_topological_sort *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_starting_at(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_ix, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_starting_at *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_ending_at(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_ix, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_paths_ending_at *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitive_closure(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_paths, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitive_closure *__pyx_optional_args); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_4Path_get(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, Py_ssize_t __pyx_v_i); /* proto*/
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_4Path_get_size(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_4Path__total_signal(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_edges(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_edges *__pyx_optional_args); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_10PathFinder__guess_limit_and_get_peaks(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, double *__pyx_v_upper_limit); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_add_edges_for(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_graph, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_component, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_add_edges_for *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_complements(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_graph, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_component, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_find_complements *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_init_paths(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_graph, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_init_paths *__pyx_optional_args); /* proto*/

/* Module declarations from "cython" */

/* Module declarations from "brainpy._c.composition" */
static PyObject **__pyx_vp_7brainpy_2_c_11composition_nist_mass = 0;
#define __pyx_v_7brainpy_2_c_11composition_nist_mass (*__pyx_vp_7brainpy_2_c_11composition_nist_mass)
static double *__pyx_vp_7brainpy_2_c_11composition_PROTON = 0;
#define __pyx_v_7brainpy_2_c_11composition_PROTON (*__pyx_vp_7brainpy_2_c_11composition_PROTON)
static struct __pyx_t_7brainpy_2_c_11composition_ElementHashTable **__pyx_vp_7brainpy_2_c_11composition__ElementTable = 0;
#define __pyx_v_7brainpy_2_c_11composition__ElementTable (*__pyx_vp_7brainpy_2_c_11composition__ElementTable)

/* Module declarations from "brainpy._c.double_vector" */

/* Module declarations from "brainpy._c.isotopic_constants" */
static size_t *__pyx_vp_7brainpy_2_c_18isotopic_constants_DEFAULT_ISOTOPIC_CONSTANTS_SIZE = 0;
#define __pyx_v_7brainpy_2_c_18isotopic_constants_DEFAULT_ISOTOPIC_CONSTANTS_SIZE (*__pyx_vp_7brainpy_2_c_18isotopic_constants_DEFAULT_ISOTOPIC_CONSTANTS_SIZE)

/* Module declarations from "brainpy._c.isotopic_distribution" */

/* Module declarations from "ms_peak_picker._c.peak_set" */
static size_t *__pyx_vp_14ms_peak_picker_2_c_8peak_set_INTERVAL_INDEX_SIZE = 0;
#define __pyx_v_14ms_peak_picker_2_c_8peak_set_INTERVAL_INDEX_SIZE (*__pyx_vp_14ms_peak_picker_2_c_8peak_set_INTERVAL_INDEX_SIZE)

/* Module declarations from "libc.string" */

/* Module declarations from "libc.stdio" */

/* Module declarations from "__builtin__" */

/* Module declarations from "cpython.type" */

/* Module declarations from "cpython.version" */

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

/* Module declarations from "cpython.module" */

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

/* Module declarations from "cpython.tuple" */

/* Module declarations from "cpython.list" */

/* Module declarations from "cpython.sequence" */

/* Module declarations from "cpython.mapping" */

/* Module declarations from "cpython.iterator" */

/* Module declarations from "cpython.number" */

/* Module declarations from "__builtin__" */

/* Module declarations from "cpython.bool" */

/* Module declarations from "cpython.long" */

/* Module declarations from "cpython.float" */

/* Module declarations from "__builtin__" */

/* Module declarations from "cpython.complex" */

/* Module declarations from "libc.stddef" */

/* Module declarations from "cpython.unicode" */

/* Module declarations from "cpython.pyport" */

/* Module declarations from "cpython.dict" */

/* Module declarations from "cpython.instance" */

/* Module declarations from "cpython.function" */

/* Module declarations from "cpython.method" */

/* Module declarations from "cpython.weakref" */

/* Module declarations from "cpython.getargs" */

/* Module declarations from "cpython.pythread" */

/* Module declarations from "cpython.pystate" */

/* Module declarations from "cpython.set" */

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

/* Module declarations from "cpython.bytes" */

/* Module declarations from "cpython.pycapsule" */

/* Module declarations from "cpython.contextvars" */

/* Module declarations from "cpython" */

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

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

/* Module declarations from "numpy" */

/* Module declarations from "numpy" */
static CYTHON_INLINE int __pyx_f_5numpy_import_array(void); /*proto*/

/* Module declarations from "ms_peak_picker._c.peak_index" */

/* Module declarations from "ms_deisotope._c.averagine" */
static double *__pyx_vp_12ms_deisotope_2_c_9averagine_PROTON = 0;
#define __pyx_v_12ms_deisotope_2_c_9averagine_PROTON (*__pyx_vp_12ms_deisotope_2_c_9averagine_PROTON)

/* Module declarations from "ms_deisotope._c.deconvoluter_base" */

/* Module declarations from "ms_deisotope._c.scoring" */
static double *__pyx_vp_12ms_deisotope_2_c_7scoring_INFINITY = 0;
#define __pyx_v_12ms_deisotope_2_c_7scoring_INFINITY (*__pyx_vp_12ms_deisotope_2_c_7scoring_INFINITY)

/* Module declarations from "ms_deisotope._c.peak_set" */
static size_t *__pyx_vp_12ms_deisotope_2_c_8peak_set_INTERVAL_INDEX_SIZE = 0;
#define __pyx_v_12ms_deisotope_2_c_8peak_set_INTERVAL_INDEX_SIZE (*__pyx_vp_12ms_deisotope_2_c_8peak_set_INTERVAL_INDEX_SIZE)

/* Module declarations from "ms_deisotope._c.spectrum_graph" */
static double __pyx_v_12ms_deisotope_2_c_14spectrum_graph_INF;
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_NodeBase__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *, PyObject *); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_PeakNode__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *, PyObject *); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_PeakGroupNode__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *, PyObject *); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_PlaceHolderNode__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *, PyObject *); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_SpectrumGraph__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *, PyObject *); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_MassWrapper__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *, PyObject *); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_Path__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *, PyObject *); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_14spectrum_graph___pyx_unpickle_PathFinder__set_state(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *, PyObject *); /*proto*/
/* #### Code section: typeinfo ### */
/* #### Code section: before_global_var ### */
#define __Pyx_MODULE_NAME "ms_deisotope._c.spectrum_graph"
extern int __pyx_module_is_main_ms_deisotope___c__spectrum_graph;
int __pyx_module_is_main_ms_deisotope___c__spectrum_graph = 0;

/* Implementation of "ms_deisotope._c.spectrum_graph" */
/* #### Code section: global_var ### */
static PyObject *__pyx_builtin_super;
static PyObject *__pyx_builtin_sorted;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_max;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_map;
static PyObject *__pyx_builtin_sum;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_ImportError;
/* #### Code section: string_decls ### */
static const char __pyx_k_[] = "->";
static const char __pyx_k_6[] = "\200\001\330\004\"\240!\2406\250\021";
static const char __pyx_k_A[] = "\200A";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_d[] = "d";
static const char __pyx_k_e[] = "e";
static const char __pyx_k_g[] = "g";
static const char __pyx_k_i[] = "i";
static const char __pyx_k_j[] = "\260j\300\001\300\021";
static const char __pyx_k_m[] = "m";
static const char __pyx_k_n[] = "n";
static const char __pyx_k_q[] = "\200\001\330\004(\250\001\250\026\250q";
static const char __pyx_k_x[] = "x";
static const char __pyx_k_1F[] = "\200\001\330\004+\2501\250F\260!";
static const char __pyx_k_Qa[] = "\300:\310Q\310a";
static const char __pyx_k__2[] = ".";
static const char __pyx_k__3[] = "?";
static const char __pyx_k__4[] = "\240\001";
static const char __pyx_k__5[] = "\240\021";
static const char __pyx_k__6[] = "\230\021";
static const char __pyx_k__7[] = "\200\001\330\004)\250\021\250&\260\001";
static const char __pyx_k_gc[] = "gc";
static const char __pyx_k_ix[] = "ix";
static const char __pyx_k_np[] = "np";
static const char __pyx_k_p1[] = "p1";
static const char __pyx_k_p2[] = "p2";
static const char __pyx_k_A_2[] = "A";
static const char __pyx_k_Jaq[] = "\250J\260a\260q";
static const char __pyx_k_QfA[] = "\200\001\330\004-\250Q\250f\260A";
static const char __pyx_k_add[] = "add";
static const char __pyx_k_all[] = "all";
static const char __pyx_k_avQ[] = "\200\001\330\004&\240a\240v\250Q";
static const char __pyx_k_cls[] = "cls";
static const char __pyx_k_end[] = "end";
static const char __pyx_k_inf[] = "inf";
static const char __pyx_k_j_2[] = "\230j\250\001\250\021";
static const char __pyx_k_j_3[] = "j";
static const char __pyx_k_key[] = "key";
static const char __pyx_k_len[] = "len";
static const char __pyx_k_map[] = "map";
static const char __pyx_k_max[] = "max";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_pop[] = "pop";
static const char __pyx_k_sum[] = "sum";
static const char __pyx_k_Edge[] = "Edge";
static const char __pyx_k_Path[] = "Path";
static const char __pyx_k_copy[] = "copy";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_edge[] = "edge";
static const char __pyx_k_ends[] = "ends";
static const char __pyx_k_func[] = "__func__";
static const char __pyx_k_init[] = "__init__";
static const char __pyx_k_iter[] = "__iter__";
static const char __pyx_k_j_Qa[] = "\250j\270\001\270\024\270Q\270a";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mass[] = "mass";
static const char __pyx_k_name[] = "__name__";
static const char __pyx_k_next[] = "next";
static const char __pyx_k_path[] = "path";
static const char __pyx_k_peak[] = "peak";
static const char __pyx_k_scan[] = "scan";
static const char __pyx_k_self[] = "self";
static const char __pyx_k_send[] = "send";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_sort[] = "sort";
static const char __pyx_k_spec[] = "__spec__";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_wrap[] = "wrap";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_edges[] = "edges";
static const char __pyx_k_graph[] = "graph";
static const char __pyx_k_group[] = "group";
static const char __pyx_k_index[] = "index";
static const char __pyx_k_items[] = "items";
static const char __pyx_k_label[] = "label";
static const char __pyx_k_limit[] = "limit";
static const char __pyx_k_merge[] = "merge";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_paths[] = "paths";
static const char __pyx_k_peaks[] = "peaks";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_state[] = "state";
static const char __pyx_k_super[] = "super";
static const char __pyx_k_throw[] = "throw";
static const char __pyx_k_trans[] = "trans";
static const char __pyx_k_value[] = "value";
static const char __pyx_k_zeros[] = "zeros";
static const char __pyx_k_append[] = "append";
static const char __pyx_k_combos[] = "combos";
static const char __pyx_k_dict_2[] = "_dict";
static const char __pyx_k_enable[] = "enable";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_groups[] = "groups";
static const char __pyx_k_lambda[] = "<lambda>";
static const char __pyx_k_module[] = "__module__";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_result[] = "result";
static const char __pyx_k_sorted[] = "sorted";
static const char __pyx_k_starts[] = "starts";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_argsort[] = "argsort";
static const char __pyx_k_disable[] = "disable";
static const char __pyx_k_genexpr[] = "genexpr";
static const char __pyx_k_mapping[] = "mapping";
static const char __pyx_k_members[] = "members";
static const char __pyx_k_nonzero[] = "nonzero";
static const char __pyx_k_reverse[] = "reverse";
static const char __pyx_k_segment[] = "segment";
static const char __pyx_k_A_t_HD_d[] = "\200A\330\010\017\210t\220=\240\004\240H\250D\260\006\260d\270!";
static const char __pyx_k_NodeBase[] = "NodeBase";
static const char __pyx_k_PeakNode[] = "PeakNode";
static const char __pyx_k_add_note[] = "add_note";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_has_edge[] = "has_edge";
static const char __pyx_k_has_peak[] = "has_peak";
static const char __pyx_k_max_mass[] = "max_mass";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_qualname[] = "__qualname__";
static const char __pyx_k_set_name[] = "__set_name__";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_component[] = "component";
static const char __pyx_k_distances[] = "distances";
static const char __pyx_k_edge_list[] = "edge_list";
static const char __pyx_k_has_peaks[] = "has_peaks";
static const char __pyx_k_intensity[] = "intensity";
static const char __pyx_k_isenabled[] = "isenabled";
static const char __pyx_k_itertools[] = "itertools";
static const char __pyx_k_peaks_set[] = "peaks_set";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_PathFinder[] = "PathFinder";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_annotation[] = "annotation";
static const char __pyx_k_components[] = "components";
static const char __pyx_k_find_edges[] = "find_edges";
static const char __pyx_k_init_paths[] = "init_paths";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_start_mass[] = "start_mass";
static const char __pyx_k_Edge___iter[] = "Edge.__iter__";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_MassWrapper[] = "MassWrapper";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_annotations[] = "annotations";
static const char __pyx_k_collections[] = "collections";
static const char __pyx_k_defaultdict[] = "defaultdict";
static const char __pyx_k_merge_paths[] = "merge_paths";
static const char __pyx_k_path_groups[] = "path_groups";
static const char __pyx_k_combinations[] = "combinations";
static const char __pyx_k_current_path[] = "current_path";
static const char __pyx_k_initializing[] = "_initializing";
static const char __pyx_k_is_coroutine[] = "_is_coroutine";
static const char __pyx_k_merged_paths[] = "merged_paths";
static const char __pyx_k_neutral_mass[] = "neutral_mass";
static const char __pyx_k_path_lengths[] = "path_lengths";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_s_s_0_4e_f_f[] = "%s(%s, %0.4e, %f, %f)";
static const char __pyx_k_stringsource[] = "<stringsource>";
static const char __pyx_k_total_signal[] = "total_signal";
static const char __pyx_k_use_setstate[] = "use_setstate";
static const char __pyx_k_Edge___reduce[] = "Edge.__reduce__";
static const char __pyx_k_Path_has_edge[] = "Path.has_edge";
static const char __pyx_k_Path_has_peak[] = "Path.has_peak";
static const char __pyx_k_PeakGroupNode[] = "PeakGroupNode";
static const char __pyx_k_SpectrumGraph[] = "SpectrumGraph";
static const char __pyx_k_add_edges_for[] = "add_edges_for";
static const char __pyx_k_block_members[] = "block_members";
static const char __pyx_k_class_getitem[] = "__class_getitem__";
static const char __pyx_k_collect_edges[] = "collect_edges";
static const char __pyx_k_collect_paths[] = "collect_paths";
static const char __pyx_k_longest_paths[] = "longest_paths";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_A_Qa_HA_1D_E_q[] = "\200A\330\010\022\220+\230Q\230a\330\010\014\210H\220A\330\014\023\2201\220D\230\010\240\004\240E\250\027\260\001\260\021\330\010\017\210q";
static const char __pyx_k_Path_has_peaks[] = "Path.has_peaks";
static const char __pyx_k_incoming_edges[] = "incoming_edges";
static const char __pyx_k_A_Cq_N_a_5_AQ_1[] = "\200A\330\010\t\330\014\024\220C\220q\230\004\230N\250$\250a\330\014\023\2205\230\004\230A\230Q\330\017\020\330\014\023\2201";
static const char __pyx_k_A_d_q_QgT_E_8_q[] = "\200A\330\010\026\220d\230.\250\001\250\021\330\010\027\220q\230\r\240Q\240g\250T\260\031\270!\330\010\024\220E\230\021\230$\320\0368\270\010\300\001\330\010\017\210q";
static const char __pyx_k_PeakNode___iter[] = "PeakNode.__iter__";
static const char __pyx_k_PlaceHolderNode[] = "PlaceHolderNode";
static const char __pyx_k_build_peaks_set[] = "_build_peaks_set";
static const char __pyx_k_edges_left_over[] = " edges left over";
static const char __pyx_k_paths_ending_at[] = "paths_ending_at";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_A_1_HA_Q_WAT_A_q[] = "\200A\330\010\023\2201\330\010\014\210H\220A\330\014\021\220\027\230\001\230\024\230Q\330\010\r\210W\220A\220T\230\021\230\"\230A\330\010\017\210q";
static const char __pyx_k_A_4_Cq_t_4A_uCt1[] = "\200A\330\010\013\2104\210}\230C\230q\330\014\020\220\017\230t\320#4\260A\330\010\017\210u\220C\220t\2301";
static const char __pyx_k_A_4_Cq_t_4A_z_4q[] = "\200A\330\010\013\2104\210}\230C\230q\330\014\020\220\017\230t\320#4\260A\330\010\017\210z\230\022\2304\230q";
static const char __pyx_k_MassWrapper_wrap[] = "MassWrapper.wrap";
static const char __pyx_k_PathFinder_paths[] = "PathFinder.paths";
static const char __pyx_k_adjacency_matrix[] = "adjacency_matrix";
static const char __pyx_k_build_edges_used[] = "_build_edges_used";
static const char __pyx_k_find_complements[] = "find_complements";
static const char __pyx_k_match_annotation[] = "match_annotation";
static const char __pyx_k_topological_sort[] = "topological_sort";
static const char __pyx_k_SpectrumGraph_add[] = "SpectrumGraph.add";
static const char __pyx_k_create_edge_group[] = "create_edge_group";
static const char __pyx_k_get_maximum_index[] = "_get_maximum_index";
static const char __pyx_k_paths_starting_at[] = "paths_starting_at";
static const char __pyx_k_pyx_unpickle_Path[] = "__pyx_unpickle_Path";
static const char __pyx_k_asyncio_coroutines[] = "asyncio.coroutines";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_transitive_closure[] = "transitive_closure";
static const char __pyx_k_wrap_locals_lambda[] = "wrap.<locals>.<lambda>";
static const char __pyx_k_longest_path_so_far[] = "longest_path_so_far";
static const char __pyx_k_wrap_locals_genexpr[] = "wrap.<locals>.genexpr";
static const char __pyx_k_1_Kq_q_Kq_q_1_D_AQ_q[] = "\320\004 \240\013\320+;\2701\330\010\020\220\004\220K\230q\240\017\250q\330\010\020\220\004\220K\230q\240\007\240q\330\010\013\2101\330\014\024\220D\230\014\240A\240Q\330\010\017\210q";
static const char __pyx_k_Path___reduce_cython[] = "Path.__reduce_cython__";
static const char __pyx_k_init___locals_lambda[] = "__init__.<locals>.<lambda>";
static const char __pyx_k_A_D_3b_BfBc_IT_Qe81_q[] = "\200A\330\010\014\210D\320\020#\2403\240b\250\001\330\010\014\210B\210f\220B\220c\230\021\330\010\014\210I\220T\230\021\330\014\r\210Q\210e\2208\2301\330\010\017\210q";
static const char __pyx_k_PathFinder_find_edges[] = "PathFinder.find_edges";
static const char __pyx_k_PathFinder_init_paths[] = "PathFinder.init_paths";
static const char __pyx_k_Path__build_peaks_set[] = "Path._build_peaks_set";
static const char __pyx_k_deconvoluted_peak_set[] = "deconvoluted_peak_set";
static const char __pyx_k_hk_A_1_uuwwx_7_q0_a_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\320!u\320uw\320wx\330\004\023\220=\240\010\250\001\250\021\330\004\007\200|\2207\230!\330\010/\250q\3200@\300\016\310a\330\004\013\2101";
static const char __pyx_k_precursor_information[] = "precursor_information";
static const char __pyx_k_pyx_unpickle_NodeBase[] = "__pyx_unpickle_NodeBase";
static const char __pyx_k_pyx_unpickle_PeakNode[] = "__pyx_unpickle_PeakNode";
static const char __pyx_k_repr___locals_genexpr[] = "__repr__.<locals>.genexpr";
static const char __pyx_k_PathFinder_merge_paths[] = "PathFinder.merge_paths";
static const char __pyx_k_Path___setstate_cython[] = "Path.__setstate_cython__";
static const char __pyx_k_Path__build_edges_used[] = "Path._build_edges_used";
static const char __pyx_k_product_error_tolerance[] = "product_error_tolerance";
static const char __pyx_k_pyx_unpickle_PathFinder[] = "__pyx_unpickle_PathFinder";
static const char __pyx_k_NodeBase___reduce_cython[] = "NodeBase.__reduce_cython__";
static const char __pyx_k_PathFinder_add_edges_for[] = "PathFinder.add_edges_for";
static const char __pyx_k_PathFinder_collect_paths[] = "PathFinder.collect_paths";
static const char __pyx_k_PeakNode___reduce_cython[] = "PeakNode.__reduce_cython__";
static const char __pyx_k_hk_A_1_nnppq_881A_7_nA_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\320!n\320np\320pq\330\004\023\2208\2308\2401\240A\330\004\007\200|\2207\230!\330\010*\250!\250;\260n\300A\330\004\013\2101";
static const char __pyx_k_hk_A_1_ttvvw_881A_7_nA_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\320!t\320tv\320vw\330\004\023\2208\2308\2401\240A\330\004\007\200|\2207\230!\330\010*\250!\250;\260n\300A\330\004\013\2101";
static const char __pyx_k_hk_A_1_ttvvw_haq_7_QnN_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\320!t\320tv\320vw\330\004\023\220;\230h\240a\240q\330\004\007\200|\2207\230!\330\010-\250Q\250n\270N\310!\330\004\013\2101";
static const char __pyx_k_pyx_unpickle_MassWrapper[] = "__pyx_unpickle_MassWrapper";
static const char __pyx_k_Qd_s_PRRS_M_nAV1_4q_t_r_q[] = "\320\004(\250\001\360\014\000\t\021\220\001\330\010\032\230-\240~\260Q\260d\270-\300s\310&\320PR\320RS\330\010\014\210M\230\025\230n\250A\250V\2601\330\014\023\2204\220q\230\001\330\014\017\210t\220<\230r\240\021\330\020\021\330\014\021\220\027\230\001\230\021\330\010\017\210q";
static const char __pyx_k_T_G1F_a_vWA_q_q_q_Qg_q_Qg[] = "\200\001\360\010\000\005\016\210T\220\021\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220q\330\004\007\200q\330\010\017\320\017)\250\024\250Q\250g\260[\300\007\300q\340\010\017\320\017)\250\024\250Q\250g\260[\300\001";
static const char __pyx_k_hk_A_1_L_L_N_N_O_7_q0_a_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\360\000\000\"L\002\360\000\000L\002N\002\360\000\000N\002O\002\330\004\023\220=\240\010\250\001\250\021\330\004\007\200|\2207\230!\330\010/\250q\3200@\300\016\310a\330\004\013\2101";
static const char __pyx_k_merge_paths_locals_lambda[] = "merge_paths.<locals>.<lambda>";
static const char __pyx_k_NodeBase___setstate_cython[] = "NodeBase.__setstate_cython__";
static const char __pyx_k_PathFinder___reduce_cython[] = "PathFinder.__reduce_cython__";
static const char __pyx_k_PeakNode___setstate_cython[] = "PeakNode.__setstate_cython__";
static const char __pyx_k_SpectrumGraph_path_lengths[] = "SpectrumGraph.path_lengths";
static const char __pyx_k_hk_A_1_O_O_Q_Q_R_XQa_7_A_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\360\000\000\"O\002\360\000\000O\002Q\002\360\000\000Q\002R\002\330\004\023\220:\230X\240Q\240a\330\004\007\200|\2207\230!\330\010,\250A\250]\270.\310\001\330\004\013\2101";
static const char __pyx_k_pyx_unpickle_PeakGroupNode[] = "__pyx_unpickle_PeakGroupNode";
static const char __pyx_k_pyx_unpickle_SpectrumGraph[] = "__pyx_unpickle_SpectrumGraph";
static const char __pyx_k_MassWrapper___reduce_cython[] = "MassWrapper.__reduce_cython__";
static const char __pyx_k_PathFinder_find_complements[] = "PathFinder.find_complements";
static const char __pyx_k_SpectrumGraph_longest_paths[] = "SpectrumGraph.longest_paths";
static const char __pyx_k_collect_paths_locals_lambda[] = "collect_paths.<locals>.<lambda>";
static const char __pyx_k_PathFinder___setstate_cython[] = "PathFinder.__setstate_cython__";
static const char __pyx_k_T_d_G1F_a_vWA_q_t_wa_q_4q_4q[] = "\200\001\360\010\000\005\016\210T\220\035\230d\240!\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220t\230<\240w\250a\330\004\007\200q\330\010\017\320\017+\2504\250q\260\007\260{\300'\310\021\340\010\017\320\017+\2504\250q\260\007\260{\300!";
static const char __pyx_k_collect_paths_locals_genexpr[] = "collect_paths.<locals>.genexpr";
static const char __pyx_k_pyx_unpickle_PlaceHolderNode[] = "__pyx_unpickle_PlaceHolderNode";
static const char __pyx_k_self___class_____name___size[] = "{self.__class__.__name__}({size})";
static const char __pyx_k_MassWrapper___setstate_cython[] = "MassWrapper.__setstate_cython__";
static const char __pyx_k_PeakGroupNode___reduce_cython[] = "PeakGroupNode.__reduce_cython__";
static const char __pyx_k_SpectrumGraph___reduce_cython[] = "SpectrumGraph.__reduce_cython__";
static const char __pyx_k_SpectrumGraph_paths_ending_at[] = "SpectrumGraph.paths_ending_at";
static const char __pyx_k_T_t1_G1F_a_vWA_q_t6_q_Qg_q_Qg[] = "\200\001\360\010\000\005\016\210T\220\026\220t\2301\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220t\2306\240\027\250\001\330\004\007\200q\330\010\017\320\017)\250\024\250Q\250g\260[\300\007\300q\340\010\017\320\017)\250\024\250Q\250g\260[\300\001";
static const char __pyx_k_combinations_with_replacement[] = "combinations_with_replacement";
static const char __pyx_k_hk_A_1_u_u_w_w_x_4xq_7_awnA_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\360\000\000\"u\002\360\000\000u\002w\002\360\000\000w\002x\002\330\004\023\2204\220x\230q\240\001\330\004\007\200|\2207\230!\330\010&\240a\240w\250n\270A\330\004\013\2101";
static const char __pyx_k_7q_Cq_t_4A_uA_Q_E_a_vQa_t2T_Cq[] = "\320\0047\260q\330\010\013\320\013\034\230C\230q\330\014\037\230t\320#4\260A\340\014\037\320\037/\250u\260A\340\010\025\220Q\330\010\014\210E\220\025\220a\320\027'\240v\250Q\250a\360\006\000\r\020\320\017\037\230t\2402\240T\250\023\250C\250q\330\020\027\220t\2301\230A\330\010\026\220a\330\010\016\210a\330\014\021\220\027\230\004\230A\330\014\023\2207\230!\2301\330\014\035\320\035-\250Q\250a\330\014#\2402\240X\250Q\250o\270Q\270a\340\014\020\220\017\230q\340\020 \240\001\240\024\240_\260A\340\020\024\320\024$\240D\250\r\260S\270\002\270$\270a\330\024\033\2304\230q\240\001\330\010\013\320\013\033\2304\230s\240\"\240A\330\014\022\220*\230A\320\0355\3205E\300T\310\021\340\014\023\2201";
static const char __pyx_k_Q_a_q_aq_9G1_Q_1_F_q_1_t_1_e1A[] = "\320\004*\250!\360\030\000\t\021\220\r\230Q\330\010\026\220a\330\010 \240\004\320$?\270q\300\006\300a\300q\330\010\013\2109\220G\2301\330\014\032\230!\340\010\r\210[\230\001\230\024\230Q\330\010\r\320\r\"\240)\2501\330\010\014\210F\220%\220q\230\001\330\014\023\320\023%\320%:\270(\300!\3001\330\014\017\210t\220>\240\022\2401\330\020\021\330\014\020\220\006\220e\2301\230A\330\020\034\230M\250\036\260q\270\004\270M\310\021\330\020\035\230T\240\036\250r\260\031\270!\330\020\024\220K\230r\240\035\250b\260\014\270B\270d\300!\330\024\025\330\020\036\320\0363\260>\300\021\330\024 \240\004\240A\330\020\025\220\\\240\021\240!\330\020\024\220F\230%\230q\240\001\330\024!\320!3\260?\300!\300=\320PQ\330\024\031\230\024\230Q\230f\240L\260\t\270\021\330\010\017\210q";
static const char __pyx_k_SpectrumGraph_adjacency_matrix[] = "SpectrumGraph.adjacency_matrix";
static const char __pyx_k_SpectrumGraph_topological_sort[] = "SpectrumGraph.topological_sort";
static const char __pyx_k_T_A_G1F_a_vWA_q_t5_q_q_D_7_D_1[] = "\200\001\360\010\000\005\016\210T\220\027\230\004\230A\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220t\2305\240\007\240q\330\004\007\200q\330\010\017\320\017,\250D\260\001\260\027\270\013\3007\310!\340\010\017\320\017,\250D\260\001\260\027\270\013\3001";
static const char __pyx_k_T_t1_G1F_a_vWA_q_t7_q_d_7_WA_d[] = "\200\001\360\010\000\005\016\210T\220\026\220t\2301\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220t\2307\240'\250\021\330\004\007\200q\330\010\017\320\017.\250d\260!\2607\270+\300W\310A\340\010\017\320\017.\250d\260!\2607\270+\300Q";
static const char __pyx_k_YYZ_a_q_aq_9G1_1_F_q_1_t_1_2Ya[] = "\320\004Y\320YZ\360\022\000\t\027\220a\330\010 \240\004\320$?\270q\300\006\300a\300q\330\010\013\2109\220G\2301\330\014\032\230!\340\010\r\320\r\"\240)\2501\330\010\014\210F\220%\220q\230\001\330\014\023\320\023%\320%:\270(\300!\3001\330\014\017\210t\220>\240\022\2401\330\020\021\330\014\031\230\024\230^\2502\250Y\260a\330\014\020\220\013\2302\230]\250\"\250L\270\002\270$\270a\330\020\021\330\014\032\320\032/\250~\270Q\330\020\034\230D\240\001\330\014\021\220\034\230Q\230a\330\014\020\220\006\220e\2301\230A\330\020\035\320\035/\250\270a\270}\310A\330\020\025\220T\230\021\230&\240\014\250I\260Q";
static const char __pyx_k_a_4_Cq_t_5Q_t84q_4s_a_D_AQ_q_E[] = "\320\004.\250a\330\010\013\2104\210}\230C\230q\330\014\020\220\017\230t\320#5\260Q\330\010\017\210t\2208\2304\230q\330\010\013\2104\210s\220$\220a\330\014\024\220D\230\014\240A\240Q\330\014\017\210q\330\020\024\220E\230\021\330\024\027\220r\230\023\230A\330\030\037\230q\330\020\027\220q\340\020\024\220E\230\021\330\024\027\220q\230\005\230S\240\004\240A\330\030\031\330\024\027\220q\230\007\230s\240$\240a\330\030\031\330\024\027\220q\230\005\230S\240\004\240A\330\030\031\330\024\033\2301\330\020\027\220q";
static const char __pyx_k_a_q_aq_9G1_1_F_q_1_t_1_a_2_L_a[] = "\320\004]\320]^\360\022\000\t\027\220a\330\010 \240\004\320$?\270q\300\006\300a\300q\330\010\013\2109\220G\2301\330\014\032\230!\340\010\r\320\r\"\240)\2501\330\010\014\210F\220%\220q\230\001\330\014\023\320\023%\320%:\270(\300!\3001\330\014\017\210t\220>\240\022\2401\330\020\021\330\014\031\230\031\240&\250\002\250$\250a\330\014\020\220\013\2302\230]\250\"\250L\270\002\270$\270a\330\020\021\330\014\032\320\032/\250~\270Q\330\020\034\230D\240\001\330\014\021\220\034\230Q\230a\330\014\020\220\006\220e\2301\230A\330\020\035\320\035/\250\270a\270}\310A\330\020\025\220T\230\021\230&\240\014\250I\260Q";
static const char __pyx_k_hk_A_1_Q_Q_S_S_T_1_7_1_2DNRS_1[] = "\200\001\360\006\000\005\010\200\220h\230k\250\033\260A\330\010\r\210^\2301\330\010\016\320\016!\360\000\000\"Q\002\360\000\000Q\002S\002\360\000\000S\002T\002\330\004\023\220?\240(\250!\2501\330\004\007\200|\2207\230!\330\0101\260\021\3202D\300N\320RS\330\004\013\2101";
static const char __pyx_k_ms_deisotope__c_spectrum_graph[] = "ms_deisotope._c.spectrum_graph";
static const char __pyx_k_q_F_HAT_c_Q_d_4q_9Cq_D_1G1_vRq[] = "\320\004'\240q\360\010\000\t\021\220\001\330\010\014\210F\220\"\220H\230A\230T\240\035\250c\260\024\260Q\330\014\026\220d\320\032*\250!\2504\250q\330\014\021\220\027\230\001\230\021\330\014\017\210{\230!\2309\240C\240q\330\020\021\340\014\024\220D\320\030+\2501\250G\2601\330\014\017\210v\220R\220q\330\020\023\220;\230a\230w\240b\250\001\330\024\025\330\010\017\210q";
static const char __pyx_k_4A_IT_1A_Q_4q_Jaxt1A_4q_IQ_q_G1[] = "\320\0044\260A\330\010\020\220\001\330\010\014\210I\220T\230\032\2401\240A\330\014\021\220\027\230\001\230\021\230!\330\010\031\230\021\330\010\t\330\014\035\230Q\330\014\020\220\010\230\001\330\020\033\2304\230q\240\001\330\020\030\230\004\230J\240a\240x\250t\2601\260A\330\020\023\2204\220q\330\024\"\240'\250\021\250!\330\020\024\220I\230Q\330\024\037\230q\240\001\330\024\034\230G\2401\240A\330\024\"\240'\250\021\250!\330\014\024\220A\330\014\017\210s\220!\2207\230#\230Q\330\020\021\330\010\017\210t\320\023&\240a\320'7\260q";
static const char __pyx_k_6a_IT_1_Q_4r_IQhd_1_4q_IQ_r_A_s[] = "\320\0046\260a\330\010\020\220\001\330\010\014\210I\220T\230\031\240!\2401\330\014\021\220\027\230\001\230\021\230!\330\010\031\230\021\330\010\t\330\014\035\230Q\330\014\020\220\010\230\001\330\020\033\2304\230r\240\021\330\020\030\230\004\230I\240Q\240h\250d\260!\2601\330\020\023\2204\220q\330\024\"\240'\250\021\250!\330\020\024\220I\230Q\330\024\"\240'\250\021\250%\250r\260\021\260!\330\014\024\220A\330\014\017\210s\220!\2207\230#\230Q\330\020\021\330\010\017\210t\320\023&\240a\320'7\260q";
static const char __pyx_k_A_1A_r_A_q_1E_U_1_E_aq_ar_WAQ_4[] = "\200\001\330\004\014\210A\330\004\010\210\003\2101\210A\330\004\007\200r\210\023\210A\330\010\017\210q\330\004\010\210\003\2101\210E\220\021\220!\330\004\010\210\005\210U\220!\2201\330\010\020\220\001\330\010\014\210E\220\025\220a\220q\330\014\021\220\027\230\001\230\025\230a\230r\240\021\240!\330\010\r\210W\220A\220Q\330\004\013\2104\210q\220\001\320\021\"\240!\2403\240d\250%\250q";
static const char __pyx_k_A_2WN_BgQ_1_HAXQe81E_nA_IQe4q_7[] = "\200A\330\010\013\2102\210W\220N\240\"\240B\240g\250Q\330\014\023\2201\330\014\021\220\021\330\014\021\220\021\330\010\024\220H\230A\230X\240Q\240e\2508\2601\260E\270\021\330\010\021\220\021\220$\220n\240A\330\010\014\210I\220Q\220e\2304\230q\240\003\2407\250!\2501\330\010\014\210J\220a\220u\230D\240\001\240\023\240G\2501\250A";
static const char __pyx_k_A_4_0_BfAT_4Cr_F_q_Rxq_8_D_V1Cs[] = "\200A\330\010\033\2304\320\0370\260\001\330\010\024\220B\220f\230A\230T\320!4\260C\260r\270\021\330\010\014\210F\220$\320\026'\240q\330\014\035\230R\230x\240q\320(8\270\004\270D\300\001\300\021\330\014\017\210~\230V\2401\240C\240s\250!\330\020\031\230\021\230&\240\001\340\020&\240i\250q\260\017\270t\3001\330\020\031\230\021\230&\320 4\260B\260a\330\010\017\210q";
static const char __pyx_k_PeakGroupNode___setstate_cython[] = "PeakGroupNode.__setstate_cython__";
static const char __pyx_k_PlaceHolderNode___reduce_cython[] = "PlaceHolderNode.__reduce_cython__";
static const char __pyx_k_SpectrumGraph___setstate_cython[] = "SpectrumGraph.__setstate_cython__";
static const char __pyx_k_SpectrumGraph_paths_starting_at[] = "SpectrumGraph.paths_starting_at";
static const char __pyx_k_T_D_D_G1F_a_vWA_q_t_WE_D_7_sRVV[] = "\200\001\360\010\000\005\016\210T\220\033\230D\240\014\250D\260\001\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220t\230:\240W\250E\260\023\260D\270\013\3007\310%\310s\320RV\320Vc\320cj\320jk\330\004\007\200q\330\010\017\320\017.\250d\260!\2607\270+\300W\310A\340\010\017\320\017.\250d\260!\2607\270+\300Q";
static const char __pyx_k_T_m4xt6_Q_G1F_a_vWA_q_t7_q_0_AW[] = "\200\001\360\010\000\005\016\210T\220\031\230$\230m\2504\250x\260t\2706\300\024\300Q\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220t\2307\240'\250\021\330\004\007\200q\330\010\017\320\0170\260\004\260A\260W\270K\300w\310a\340\010\017\320\0170\260\004\260A\260W\270K\300q";
static const char __pyx_k_T_t_MQUUddhhi_G1F_a_vWA_q_t_uCt[] = "\200\001\360\010\000\005\016\210T\220\036\230t\240>\260\024\260[\300\004\300M\320QU\320Ud\320dh\320hi\330\004\014\210G\2201\220F\230,\240a\330\004\007\200v\210W\220A\330\010\022\220!\330\010\027\220q\340\010\027\220t\230=\250\007\250u\260C\260t\270=\310\007\310u\320TW\320W[\320[h\320ho\320op\330\004\007\200q\330\010\017\320\017%\240T\250\021\250'\260\033\270G\3001\340\010\017\320\017%\240T\250\021\250'\260\033\270A";
static const char __pyx_k_get_maximum_index_locals_lambda[] = "_get_maximum_index.<locals>.<lambda>";
static const char __pyx_k_q_awd_xq_A_E_a_1_6_q_q_U_aq_v_1[] = "\320\004?\270q\360\026\000\t\021\220\006\220a\220w\230d\240%\240x\250q\340\010\024\220A\330\010\022\220!\330\010\014\210E\220\025\220a\220{\240!\2401\330\014\023\2206\230\036\240q\250\007\250q\340\014\032\230!\330\014\020\220\005\220U\230!\230;\240a\240q\330\020\027\220v\230^\2501\250F\260!\360\010\000\021\024\2202\220S\230\001\330\024\033\2304\230v\240Z\250q\330\024\034\230D\240\001\240\021\330\024\032\230.\250\001\250\031\260!\330\024\027\220t\2303\230a\330\030%\240Q\330\030&\240a\240y\260\006\260a\340\030%\240V\2501\330\024\036\230g\240Q\240a\330\020\027\220t\2304\230z\250\021\330\020\030\230\004\230A\230Q\330\020\026\220n\240A\240Y\250a\330\020\023\2204\220s\230!\330\024!\240\021\330\024\"\240!\2409\250F\260!\340\024!\240\026\240q\330\020\032\230'\240\021\240!\330\014\025\220W\230A\230Q\340\010\017\210q\330\010\014\210A\330\010\014\210E\220\025\220a\220{\240!\2401\330\014\023\2206\230\036\240q\250\007\250q\330\014\032\230!\330\014\027\220u\230N\250!\250;\260a\330\014\020\220\003\2201\220A\330\014\023\2206\230\036\240q\250\006\250a\330\014\023\2204\220v\230Z\240q\330\014\031\230\026\230~\250Q\250i\260q\330\014\020\220\005\220U\230!\230;\240a\240q\330\020\024\220M\240\021\240(\250.\270\001\270\034\300Q\330\020\023\2202\220S\230\001\330\024\025\330\020!\240\025\240n\260A\260[\300\001\330\020\024\220C\220q\230\001\330\020\023\2202\220R\220q\330\024\025\330\020\023\2209\230B\230a\330\024\"\240!\330\024\025\330\014\017\210t\2201\330\020\024\220G\2301\230A\330\020\025\220Q\330\014\017\210v\220R\220r\230\024\230V\2403\240a\330\020\021\330\010\017\210q";
static const char __pyx_k_self___class_____name___mass_in[] = "{self.__class__.__name__}({mass}, {intensity})";
static const char __pyx_k_self___class_____name___self_la[] = "{self.__class__.__name__}({self.label!r}, {mass}, {intensity})";
static const char __pyx_k_self___class_____name___self_ob[] = "{self.__class__.__name__}({self.obj})";
static const char __pyx_k_self___class_____name___self_st[] = "{self.__class__.__name__}({self.start.neutral_mass:0.3f} -{self.annotation}-> {self.end.neutral_mass:0.3f})";
static const char __pyx_k_t1_q_Q_1_gQd_G1D_7_4q_M_q_AQ_4q[] = "\200\001\330\004\007\200t\2101\330\010\017\210q\330\004\r\210Q\330\004\013\2101\330\004\022\220!\330\004\010\210\010\220\001\330\010\016\210g\220Q\220d\230!\330\010\014\210G\2201\220D\230\001\330\010\023\2207\230!\2304\230q\330\004\014\210M\230\021\230!\330\004\n\210-\220q\230\001\330\004\021\220\033\230A\230Q\330\004\013\2104\210q\220\007\220u\230A";
static const char __pyx_k_A_AQ_4q_1_HA_r_4waq_E_a_F_a_aq_Q[] = "\200A\360\032\000\t\022\220\033\230A\230Q\330\010\013\2104\210q\330\014\023\2201\330\010\014\210H\220A\330\014\022\220%\220r\230\021\330\014\022\220!\2204\220w\230a\230q\330\010\021\220\021\330\010\014\210E\320\021\"\240&\250\006\250a\330\014\034\230F\240!\240?\260$\260a\330\014\033\230=\250\001\250\021\330\014\026\220a\220q\330\014\020\220\010\230\r\240Q\240a\330\020\023\2203\220a\220|\240<\250r\260\024\260]\300\"\300D\310\014\320TV\320VZ\320Z[\330\024\033\2307\240!\2401\340\024\032\230'\240\021\240!\330\024#\2401\330\024\036\230a\230q\330\014\022\220'\230\021\230!\330\010\017\210q";
static const char __pyx_k_A_T_Qe1_Q_U_3m2Q_J_1L_3b_r_Qe1_V[] = "\200A\330+,\330\010\025\220T\230\021\230#\230Q\230e\2401\330\010\013\210=\230\002\230!\330\014\025\220Q\330\014\020\220\005\220U\230!\2303\230m\2502\250Q\330\020\024\220J\320\036;\2701\270L\310\001\330\024\033\2303\230b\240\001\330\024\032\230%\230r\240\021\330\024\032\230'\240\021\240#\240Q\240e\2501\330\014\031\230\021\330\010\025\220V\2301\230L\250\004\250A\330\010\017\210q";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0x2c70e12, 0xa62f222, 0x3c6e0b8) = (key))";
static const char __pyx_k_Note_that_Cython_is_deliberately[] = "Note that Cython is deliberately stricter than PEP-484 and rejects subclasses of builtin types. If you need to pass subclasses then set the 'annotation_typing' directive to False.";
static const char __pyx_k_PlaceHolderNode___setstate_cytho[] = "PlaceHolderNode.__setstate_cython__";
static const char __pyx_k_SpectrumGraph__get_maximum_index[] = "SpectrumGraph._get_maximum_index";
static const char __pyx_k_SpectrumGraph_transitive_closure[] = "SpectrumGraph.transitive_closure";
static const char __pyx_k_numpy__core_multiarray_failed_to[] = "numpy._core.multiarray failed to import";
static const char __pyx_k_numpy__core_umath_failed_to_impo[] = "numpy._core.umath failed to import";
static const char __pyx_k_src_ms_deisotope__c_spectrum_gra[] = "src/ms_deisotope/_c/spectrum_graph.pyx";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_2[] = "Incompatible checksums (0x%x vs (0x7946f02, 0x615fb72, 0xb061d35) = (key, peak))";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_3[] = "Incompatible checksums (0x%x vs (0xc8e828f, 0xddaa68b, 0xa27c43d) = (key, peaks))";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_4[] = "Incompatible checksums (0x%x vs (0x1dcdeaf, 0x0aa78e6, 0xec44b62) = (_index, _intensity, _mass, key, label))";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_5[] = "Incompatible checksums (0x%x vs (0xe9f6d5b, 0x8821ae0, 0xea4e7ae) = (by_first, by_second, transitions))";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_6[] = "Incompatible checksums (0x%x vs (0x0ae8073, 0x10fce2e, 0x27a887b) = (mass, obj))";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_7[] = "Incompatible checksums (0x%x vs (0x61673d4, 0x8672be7, 0x04a89a5) = (_edges_used, _peaks_used, end_mass, start_mass, total_signal, transitions))";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0_8[] = "Incompatible checksums (0x%x vs (0x9978a6d, 0x9e7a5c6, 0x5748900) = (components, product_error_tolerance))";
/* #### Code section: decls ### */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static Py_hash_t __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_2__hash__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_4__eq__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_6__ne__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_5index___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_12neutral_mass___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_9intensity___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_8__repr__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3key___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3key_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_10__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_12__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8PeakNode___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self, PyObject *__pyx_v_peak); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_2__iter__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_4peak___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_4peak_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_4peak_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_5__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_7__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self, PyObject *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_2__iter__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_5peaks___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_5peaks_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_5peaks_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_4__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_6__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self, PyObject *__pyx_v_label, double __pyx_v_mass, double __pyx_v_intensity, size_t __pyx_v_index); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_2__iter__(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_4__repr__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5label___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5label_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5label_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5_mass___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5_mass_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_10_intensity___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_10_intensity_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_6_index___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_6_index_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_6__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_8__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end, PyObject *__pyx_v_annotation); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_4__eq__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_6__iter__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static Py_hash_t __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_9__hash__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_11__repr__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_5start___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_5start_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_5start_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_3end___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_3end_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_3end_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_10annotation___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_10annotation_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_10annotation_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_3key___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_3key_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_5_hash___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Edge_5_hash_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_2add(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *__pyx_v_p1, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *__pyx_v_p2, PyObject *__pyx_v_annotation); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_4__iter__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_6__len__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_8__repr__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_10_get_maximum_index(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_12adjacency_matrix(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_14topological_sort(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_adjacency_matrix); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_16path_lengths(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_18paths_starting_at(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_ix, int __pyx_v_limit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_20paths_ending_at(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_ix, int __pyx_v_limit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_22transitive_closure(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_paths, int __pyx_v_limit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_24longest_paths(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, int __pyx_v_limit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_11transitions___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_11transitions_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_11transitions_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_8by_first___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_8by_first_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_8by_first_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9by_second___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9by_second_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9by_second_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_26__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_28__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_4wrap_genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_4wrap_3genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda4(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_wrap(PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_components, PyObject *__pyx_v_combinations); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_2__init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_mass); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_4__repr__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_6__eq__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static Py_hash_t __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_8__hash__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3obj___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3obj_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3obj_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_4mass___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_4mass_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_10__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_12__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_edge_list); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_5peaks___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_2_build_peaks_set(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_4_build_edges_used(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_6__contains__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_edge); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_8has_edge(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_edge, PyObject *__pyx_v_match_annotation); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_10has_peak(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_peak); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_12has_peaks(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_peaks_set); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_14__iter__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_16__getitem__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
static Py_ssize_t __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_18__len__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_8__repr___genexpr(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_20__repr__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11transitions___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11transitions_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11transitions_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_12total_signal___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_12total_signal_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_10start_mass___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_10start_mass_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_8end_mass___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_8end_mass_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11_peaks_used___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11_peaks_used_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11_peaks_used_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11_edges_used___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11_edges_used_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_11_edges_used_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_22__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4Path_24__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_create_edge_group(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_edges); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_2collect_edges(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_paths); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder___init__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_components, PyObject *__pyx_v_product_error_tolerance); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_2find_edges(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, PyObject *__pyx_v_max_mass); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_4add_edges_for(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_graph, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_component, PyObject *__pyx_v_max_mass); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_6find_complements(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *__pyx_v_graph, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *__pyx_v_component, PyObject *__pyx_v_max_mass); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_8init_paths(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_graph, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_13collect_paths_genexpr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_genexpr_arg_0); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10collect_paths(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_paths); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda9(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_12merge_paths(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_paths); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_14paths(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_scan, PyObject *__pyx_v_limit, PyObject *__pyx_v_merge, PyObject *__pyx_v_max_mass); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10components___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10components_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10components_4__del__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_23product_error_tolerance___get__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_23product_error_tolerance_2__set__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_16__reduce_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_18__setstate_cython__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_4__pyx_unpickle_NodeBase(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_12ms_deisotope_2_c_14spectrum_graph_6__pyx_unpickle_PeakNode(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_12ms_deisotope_2_c_14spectrum_graph_8__pyx_unpickle_PeakGroupNode(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_12ms_deisotope_2_c_14spectrum_graph_10__pyx_unpickle_PlaceHolderNode(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_12ms_deisotope_2_c_14spectrum_graph_12__pyx_unpickle_SpectrumGraph(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_12ms_deisotope_2_c_14spectrum_graph_14__pyx_unpickle_MassWrapper(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_12ms_deisotope_2_c_14spectrum_graph_16__pyx_unpickle_Path(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_12ms_deisotope_2_c_14spectrum_graph_18__pyx_unpickle_PathFinder(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_NodeBase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Edge(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_MassWrapper(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Path(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PathFinder(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_1___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_4_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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PyObject *__Pyx_CachedMethodType;
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#define __pyx_n_u_Edge___reduce __pyx_string_tab[4]
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#define __pyx_kp_u_Incompatible_checksums_0x_x_vs_0_4 __pyx_string_tab[9]
#define __pyx_kp_u_Incompatible_checksums_0x_x_vs_0_5 __pyx_string_tab[10]
#define __pyx_kp_u_Incompatible_checksums_0x_x_vs_0_6 __pyx_string_tab[11]
#define __pyx_kp_u_Incompatible_checksums_0x_x_vs_0_7 __pyx_string_tab[12]
#define __pyx_kp_u_Incompatible_checksums_0x_x_vs_0_8 __pyx_string_tab[13]
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#define __pyx_kp_u_Note_that_Cython_is_deliberately __pyx_string_tab[21]
#define __pyx_n_u_Path __pyx_string_tab[22]
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#define __pyx_n_u_PathFinder___reduce_cython __pyx_string_tab[24]
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#define __pyx_n_u_PathFinder_collect_paths __pyx_string_tab[27]
#define __pyx_n_u_PathFinder_find_complements __pyx_string_tab[28]
#define __pyx_n_u_PathFinder_find_edges __pyx_string_tab[29]
#define __pyx_n_u_PathFinder_init_paths __pyx_string_tab[30]
#define __pyx_n_u_PathFinder_merge_paths __pyx_string_tab[31]
#define __pyx_n_u_PathFinder_paths __pyx_string_tab[32]
#define __pyx_n_u_Path___reduce_cython __pyx_string_tab[33]
#define __pyx_n_u_Path___setstate_cython __pyx_string_tab[34]
#define __pyx_n_u_Path__build_edges_used __pyx_string_tab[35]
#define __pyx_n_u_Path__build_peaks_set __pyx_string_tab[36]
#define __pyx_n_u_Path_has_edge __pyx_string_tab[37]
#define __pyx_n_u_Path_has_peak __pyx_string_tab[38]
#define __pyx_n_u_Path_has_peaks __pyx_string_tab[39]
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#define __pyx_n_u_PeakGroupNode___reduce_cython __pyx_string_tab[41]
#define __pyx_n_u_PeakGroupNode___setstate_cython __pyx_string_tab[42]
#define __pyx_n_u_PeakNode __pyx_string_tab[43]
#define __pyx_n_u_PeakNode___iter __pyx_string_tab[44]
#define __pyx_n_u_PeakNode___reduce_cython __pyx_string_tab[45]
#define __pyx_n_u_PeakNode___setstate_cython __pyx_string_tab[46]
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#define __pyx_n_u_PlaceHolderNode___reduce_cython __pyx_string_tab[49]
#define __pyx_n_u_PlaceHolderNode___setstate_cytho __pyx_string_tab[50]
#define __pyx_n_u_SpectrumGraph __pyx_string_tab[51]
#define __pyx_n_u_SpectrumGraph___reduce_cython __pyx_string_tab[52]
#define __pyx_n_u_SpectrumGraph___setstate_cython __pyx_string_tab[53]
#define __pyx_n_u_SpectrumGraph__get_maximum_index __pyx_string_tab[54]
#define __pyx_n_u_SpectrumGraph_add __pyx_string_tab[55]
#define __pyx_n_u_SpectrumGraph_adjacency_matrix __pyx_string_tab[56]
#define __pyx_n_u_SpectrumGraph_longest_paths __pyx_string_tab[57]
#define __pyx_n_u_SpectrumGraph_path_lengths __pyx_string_tab[58]
#define __pyx_n_u_SpectrumGraph_paths_ending_at __pyx_string_tab[59]
#define __pyx_n_u_SpectrumGraph_paths_starting_at __pyx_string_tab[60]
#define __pyx_n_u_SpectrumGraph_topological_sort __pyx_string_tab[61]
#define __pyx_n_u_SpectrumGraph_transitive_closure __pyx_string_tab[62]
#define __pyx_n_u_TypeError __pyx_string_tab[63]
#define __pyx_n_u_ValueError __pyx_string_tab[64]
#define __pyx_kp_u__2 __pyx_string_tab[65]
#define __pyx_kp_u__3 __pyx_string_tab[66]
#define __pyx_n_u_add __pyx_string_tab[67]
#define __pyx_n_u_add_edges_for __pyx_string_tab[68]
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#define __pyx_n_u_annotation __pyx_string_tab[72]
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#define __pyx_n_u_build_peaks_set __pyx_string_tab[79]
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#define __pyx_n_u_create_edge_group __pyx_string_tab[97]
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#define __pyx_n_u_d __pyx_string_tab[99]
#define __pyx_n_u_deconvoluted_peak_set __pyx_string_tab[100]
#define __pyx_n_u_defaultdict __pyx_string_tab[101]
#define __pyx_n_u_dict __pyx_string_tab[102]
#define __pyx_n_u_dict_2 __pyx_string_tab[103]
#define __pyx_kp_u_disable __pyx_string_tab[104]
#define __pyx_n_u_distances __pyx_string_tab[105]
#define __pyx_n_u_e __pyx_string_tab[106]
#define __pyx_n_u_edge __pyx_string_tab[107]
#define __pyx_n_u_edge_list __pyx_string_tab[108]
#define __pyx_n_u_edges __pyx_string_tab[109]
#define __pyx_kp_u_edges_left_over __pyx_string_tab[110]
#define __pyx_kp_u_enable __pyx_string_tab[111]
#define __pyx_n_u_end __pyx_string_tab[112]
#define __pyx_n_u_ends __pyx_string_tab[113]
#define __pyx_n_u_find_complements __pyx_string_tab[114]
#define __pyx_n_u_find_edges __pyx_string_tab[115]
#define __pyx_n_u_format __pyx_string_tab[116]
#define __pyx_n_u_func __pyx_string_tab[117]
#define __pyx_n_u_g __pyx_string_tab[118]
#define __pyx_kp_u_gc __pyx_string_tab[119]
#define __pyx_n_u_genexpr __pyx_string_tab[120]
#define __pyx_n_u_get_maximum_index __pyx_string_tab[121]
#define __pyx_n_u_get_maximum_index_locals_lambda __pyx_string_tab[122]
#define __pyx_n_u_getstate __pyx_string_tab[123]
#define __pyx_n_u_graph __pyx_string_tab[124]
#define __pyx_n_u_group __pyx_string_tab[125]
#define __pyx_n_u_groups __pyx_string_tab[126]
#define __pyx_n_u_has_edge __pyx_string_tab[127]
#define __pyx_n_u_has_peak __pyx_string_tab[128]
#define __pyx_n_u_has_peaks __pyx_string_tab[129]
#define __pyx_n_u_i __pyx_string_tab[130]
#define __pyx_n_u_incoming_edges __pyx_string_tab[131]
#define __pyx_n_u_index __pyx_string_tab[132]
#define __pyx_n_u_inf __pyx_string_tab[133]
#define __pyx_n_u_init __pyx_string_tab[134]
#define __pyx_n_u_init___locals_lambda __pyx_string_tab[135]
#define __pyx_n_u_init_paths __pyx_string_tab[136]
#define __pyx_n_u_initializing __pyx_string_tab[137]
#define __pyx_n_u_intensity __pyx_string_tab[138]
#define __pyx_n_u_is_coroutine __pyx_string_tab[139]
#define __pyx_kp_u_isenabled __pyx_string_tab[140]
#define __pyx_n_u_items __pyx_string_tab[141]
#define __pyx_n_u_iter __pyx_string_tab[142]
#define __pyx_n_u_itertools __pyx_string_tab[143]
#define __pyx_n_u_ix __pyx_string_tab[144]
#define __pyx_n_u_j_3 __pyx_string_tab[145]
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#define __pyx_n_u_label __pyx_string_tab[147]
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#define __pyx_n_u_longest_path_so_far __pyx_string_tab[151]
#define __pyx_n_u_longest_paths __pyx_string_tab[152]
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#define __pyx_n_u_main __pyx_string_tab[154]
#define __pyx_n_u_map __pyx_string_tab[155]
#define __pyx_n_u_mapping __pyx_string_tab[156]
#define __pyx_n_u_mass __pyx_string_tab[157]
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#define __pyx_n_u_max_mass __pyx_string_tab[160]
#define __pyx_n_u_members __pyx_string_tab[161]
#define __pyx_n_u_merge __pyx_string_tab[162]
#define __pyx_n_u_merge_paths __pyx_string_tab[163]
#define __pyx_n_u_merge_paths_locals_lambda __pyx_string_tab[164]
#define __pyx_n_u_merged_paths __pyx_string_tab[165]
#define __pyx_n_u_module __pyx_string_tab[166]
#define __pyx_n_u_ms_deisotope__c_spectrum_graph __pyx_string_tab[167]
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#define __pyx_n_u_name __pyx_string_tab[169]
#define __pyx_n_u_neutral_mass __pyx_string_tab[170]
#define __pyx_n_u_new __pyx_string_tab[171]
#define __pyx_n_u_next __pyx_string_tab[172]
#define __pyx_n_u_nonzero __pyx_string_tab[173]
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#define __pyx_n_u_numpy __pyx_string_tab[175]
#define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_string_tab[176]
#define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_string_tab[177]
#define __pyx_n_u_obj __pyx_string_tab[178]
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#define __pyx_n_u_p2 __pyx_string_tab[180]
#define __pyx_n_u_path __pyx_string_tab[181]
#define __pyx_n_u_path_groups __pyx_string_tab[182]
#define __pyx_n_u_path_lengths __pyx_string_tab[183]
#define __pyx_n_u_paths __pyx_string_tab[184]
#define __pyx_n_u_paths_ending_at __pyx_string_tab[185]
#define __pyx_n_u_paths_starting_at __pyx_string_tab[186]
#define __pyx_n_u_peak __pyx_string_tab[187]
#define __pyx_n_u_peaks __pyx_string_tab[188]
#define __pyx_n_u_peaks_set __pyx_string_tab[189]
#define __pyx_n_u_pickle __pyx_string_tab[190]
#define __pyx_n_u_pop __pyx_string_tab[191]
#define __pyx_n_u_precursor_information __pyx_string_tab[192]
#define __pyx_n_u_product_error_tolerance __pyx_string_tab[193]
#define __pyx_n_u_pyx_PickleError __pyx_string_tab[194]
#define __pyx_n_u_pyx_checksum __pyx_string_tab[195]
#define __pyx_n_u_pyx_result __pyx_string_tab[196]
#define __pyx_n_u_pyx_state __pyx_string_tab[197]
#define __pyx_n_u_pyx_type __pyx_string_tab[198]
#define __pyx_n_u_pyx_unpickle_MassWrapper __pyx_string_tab[199]
#define __pyx_n_u_pyx_unpickle_NodeBase __pyx_string_tab[200]
#define __pyx_n_u_pyx_unpickle_Path __pyx_string_tab[201]
#define __pyx_n_u_pyx_unpickle_PathFinder __pyx_string_tab[202]
#define __pyx_n_u_pyx_unpickle_PeakGroupNode __pyx_string_tab[203]
#define __pyx_n_u_pyx_unpickle_PeakNode __pyx_string_tab[204]
#define __pyx_n_u_pyx_unpickle_PlaceHolderNode __pyx_string_tab[205]
#define __pyx_n_u_pyx_unpickle_SpectrumGraph __pyx_string_tab[206]
#define __pyx_n_u_pyx_vtable __pyx_string_tab[207]
#define __pyx_n_u_qualname __pyx_string_tab[208]
#define __pyx_n_u_range __pyx_string_tab[209]
#define __pyx_n_u_reduce __pyx_string_tab[210]
#define __pyx_n_u_reduce_cython __pyx_string_tab[211]
#define __pyx_n_u_reduce_ex __pyx_string_tab[212]
#define __pyx_n_u_repr___locals_genexpr __pyx_string_tab[213]
#define __pyx_n_u_result __pyx_string_tab[214]
#define __pyx_n_u_reverse __pyx_string_tab[215]
#define __pyx_kp_u_s_s_0_4e_f_f __pyx_string_tab[216]
#define __pyx_n_u_scan __pyx_string_tab[217]
#define __pyx_n_u_segment __pyx_string_tab[218]
#define __pyx_n_u_self __pyx_string_tab[219]
#define __pyx_kp_u_self___class_____name___mass_in __pyx_string_tab[220]
#define __pyx_kp_u_self___class_____name___self_la __pyx_string_tab[221]
#define __pyx_kp_u_self___class_____name___self_ob __pyx_string_tab[222]
#define __pyx_kp_u_self___class_____name___self_st __pyx_string_tab[223]
#define __pyx_kp_u_self___class_____name___size __pyx_string_tab[224]
#define __pyx_n_u_send __pyx_string_tab[225]
#define __pyx_n_u_set_name __pyx_string_tab[226]
#define __pyx_n_u_setstate __pyx_string_tab[227]
#define __pyx_n_u_setstate_cython __pyx_string_tab[228]
#define __pyx_n_u_shape __pyx_string_tab[229]
#define __pyx_n_u_size __pyx_string_tab[230]
#define __pyx_n_u_sort __pyx_string_tab[231]
#define __pyx_n_u_sorted __pyx_string_tab[232]
#define __pyx_n_u_spec __pyx_string_tab[233]
#define __pyx_kp_u_src_ms_deisotope__c_spectrum_gra __pyx_string_tab[234]
#define __pyx_n_u_start __pyx_string_tab[235]
#define __pyx_n_u_start_mass __pyx_string_tab[236]
#define __pyx_n_u_starts __pyx_string_tab[237]
#define __pyx_n_u_state __pyx_string_tab[238]
#define __pyx_kp_u_stringsource __pyx_string_tab[239]
#define __pyx_n_u_sum __pyx_string_tab[240]
#define __pyx_n_u_super __pyx_string_tab[241]
#define __pyx_n_u_test __pyx_string_tab[242]
#define __pyx_n_u_throw __pyx_string_tab[243]
#define __pyx_n_u_topological_sort __pyx_string_tab[244]
#define __pyx_n_u_total_signal __pyx_string_tab[245]
#define __pyx_n_u_trans __pyx_string_tab[246]
#define __pyx_n_u_transitive_closure __pyx_string_tab[247]
#define __pyx_n_u_update __pyx_string_tab[248]
#define __pyx_n_u_use_setstate __pyx_string_tab[249]
#define __pyx_n_u_value __pyx_string_tab[250]
#define __pyx_n_u_wrap __pyx_string_tab[251]
#define __pyx_n_u_wrap_locals_genexpr __pyx_string_tab[252]
#define __pyx_n_u_wrap_locals_lambda __pyx_string_tab[253]
#define __pyx_n_u_x __pyx_string_tab[254]
#define __pyx_n_u_zeros __pyx_string_tab[255]
/* #### Code section: module_state_clear ### */
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static CYTHON_SMALL_CODE int __pyx_m_clear(PyObject *m) {
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/* #### Code section: module_state_traverse ### */
#if CYTHON_USE_MODULE_STATE
static CYTHON_SMALL_CODE int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) {
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/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":285
 *         cdef int type_num
 * 
 *         @property             # <<<<<<<<<<<<<<
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#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self) {

#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":287
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#line 287 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 287 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":285
 *         cdef int type_num
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 *         @property             # <<<<<<<<<<<<<<
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#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":289
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#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self) {

#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 291 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 291 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 289 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 295 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 295 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 295 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 297 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 297 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 297 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 295 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 295 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 295 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 295 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":299
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#line 299 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 299 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 299 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 301 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 301 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 301 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 299 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 299 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 299 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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 *             return PyDataType_SUBARRAY(self)
*/

#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self) {

#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  PyArray_ArrayDescr *__pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":308
 *         @property
 *         cdef inline PyArray_ArrayDescr* subarray(self) noexcept nogil:
 *             return PyDataType_SUBARRAY(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 308 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyDataType_SUBARRAY(__pyx_v_self);

#line 308 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":306
 *         # valid (the pointer can be NULL). Most users should access
 *         # this field via the inline helper method PyDataType_SHAPE.
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline PyArray_ArrayDescr* subarray(self) noexcept nogil:
 *             return PyDataType_SUBARRAY(self)
*/

#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 306 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":310
 *             return PyDataType_SUBARRAY(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_uint64 flags(self) noexcept nogil:
 *             """The data types flags."""
*/

#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self) {

#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_uint64 __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":313
 *         cdef inline npy_uint64 flags(self) noexcept nogil:
 *             """The data types flags."""
 *             return PyDataType_FLAGS(self)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 313 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyDataType_FLAGS(__pyx_v_self);

#line 313 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":310
 *             return PyDataType_SUBARRAY(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_uint64 flags(self) noexcept nogil:
 *             """The data types flags."""
*/

#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 310 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":322
 *     ctypedef class numpy.broadcast [object PyArrayMultiIterObject, check_size ignore]:
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline int numiter(self) noexcept nogil:
 *             """The number of arrays that need to be broadcast to the same shape."""
*/

#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self) {

#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":325
 *         cdef inline int numiter(self) noexcept nogil:
 *             """The number of arrays that need to be broadcast to the same shape."""
 *             return PyArray_MultiIter_NUMITER(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 325 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_MultiIter_NUMITER(__pyx_v_self);

#line 325 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":322
 *     ctypedef class numpy.broadcast [object PyArrayMultiIterObject, check_size ignore]:
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline int numiter(self) noexcept nogil:
 *             """The number of arrays that need to be broadcast to the same shape."""
*/

#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 322 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":327
 *             return PyArray_MultiIter_NUMITER(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp size(self) noexcept nogil:
 *             """The total broadcasted size."""
*/

#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self) {

#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":330
 *         cdef inline npy_intp size(self) noexcept nogil:
 *             """The total broadcasted size."""
 *             return PyArray_MultiIter_SIZE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 330 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_MultiIter_SIZE(__pyx_v_self);

#line 330 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":327
 *             return PyArray_MultiIter_NUMITER(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp size(self) noexcept nogil:
 *             """The total broadcasted size."""
*/

#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 327 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":332
 *             return PyArray_MultiIter_SIZE(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp index(self) noexcept nogil:
 *             """The current (1-d) index into the broadcasted result."""
*/

#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self) {

#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":335
 *         cdef inline npy_intp index(self) noexcept nogil:
 *             """The current (1-d) index into the broadcasted result."""
 *             return PyArray_MultiIter_INDEX(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 335 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_MultiIter_INDEX(__pyx_v_self);

#line 335 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":332
 *             return PyArray_MultiIter_SIZE(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp index(self) noexcept nogil:
 *             """The current (1-d) index into the broadcasted result."""
*/

#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 332 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":337
 *             return PyArray_MultiIter_INDEX(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline int nd(self) noexcept nogil:
 *             """The number of dimensions in the broadcasted result."""
*/

#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self) {

#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":340
 *         cdef inline int nd(self) noexcept nogil:
 *             """The number of dimensions in the broadcasted result."""
 *             return PyArray_MultiIter_NDIM(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 340 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_MultiIter_NDIM(__pyx_v_self);

#line 340 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":337
 *             return PyArray_MultiIter_INDEX(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline int nd(self) noexcept nogil:
 *             """The number of dimensions in the broadcasted result."""
*/

#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 337 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":342
 *             return PyArray_MultiIter_NDIM(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp* dimensions(self) noexcept nogil:
 *             """The shape of the broadcasted result."""
*/

#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self) {

#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp *__pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":345
 *         cdef inline npy_intp* dimensions(self) noexcept nogil:
 *             """The shape of the broadcasted result."""
 *             return PyArray_MultiIter_DIMS(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 345 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_MultiIter_DIMS(__pyx_v_self);

#line 345 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":342
 *             return PyArray_MultiIter_NDIM(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp* dimensions(self) noexcept nogil:
 *             """The shape of the broadcasted result."""
*/

#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 342 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":347
 *             return PyArray_MultiIter_DIMS(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline void** iters(self) noexcept nogil:
 *             """An array of iterator objects that holds the iterators for the arrays to be broadcast together.
*/

#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self) {

#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  void **__pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":351
 *             """An array of iterator objects that holds the iterators for the arrays to be broadcast together.
 *             On return, the iterators are adjusted for broadcasting."""
 *             return PyArray_MultiIter_ITERS(self)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 351 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_MultiIter_ITERS(__pyx_v_self);

#line 351 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":347
 *             return PyArray_MultiIter_DIMS(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline void** iters(self) noexcept nogil:
 *             """An array of iterator objects that holds the iterators for the arrays to be broadcast together.
*/

#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 347 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":365
 *         # Instead, we use properties that map to the corresponding C-API functions.
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline PyObject* base(self) noexcept nogil:
 *             """Returns a borrowed reference to the object owning the data/memory.
*/

#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self) {

#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  PyObject *__pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":369
 *             """Returns a borrowed reference to the object owning the data/memory.
 *             """
 *             return PyArray_BASE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
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#line 369 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 369 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":371
 *             return PyArray_BASE(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline dtype descr(self):
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self) {

#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  PyArray_Descr *__pyx_r = NULL;

#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 375 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 375 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 375 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 375 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 375 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 371 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":377
 *             return <dtype>PyArray_DESCR(self)
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 *         @property             # <<<<<<<<<<<<<<
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#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self) {

#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":381
 *             """Returns the number of dimensions in the array.
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*/

#line 381 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 381 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":377
 *             return <dtype>PyArray_DESCR(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline int ndim(self) noexcept nogil:
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#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 377 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":383
 *             return PyArray_NDIM(self)
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 *         @property             # <<<<<<<<<<<<<<
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*/

#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self) {

#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp *__pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":389
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 * 
 *         @property
*/

#line 389 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_DIMS(__pyx_v_self);

#line 389 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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 *             return PyArray_NDIM(self)
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 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp *shape(self) noexcept nogil:
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*/

#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 383 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":391
 *             return PyArray_DIMS(self)
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 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp *strides(self) noexcept nogil:
 *             """Returns a pointer to the strides of the array.
*/

#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self) {

#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp *__pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":396
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 *         @property
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#line 396 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_STRIDES(__pyx_v_self);

#line 396 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":391
 *             return PyArray_DIMS(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp *strides(self) noexcept nogil:
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*/

#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":398
 *             return PyArray_STRIDES(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp size(self) noexcept nogil:
 *             """Returns the total size (in number of elements) of the array.
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#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self) {

#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":402
 *             """Returns the total size (in number of elements) of the array.
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 *             return PyArray_SIZE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 402 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_SIZE(__pyx_v_self);

#line 402 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":398
 *             return PyArray_STRIDES(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp size(self) noexcept nogil:
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#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":404
 *             return PyArray_SIZE(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline char* data(self) noexcept nogil:
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#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self) {

#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 411 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 411 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 404 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 807 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 807 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 807 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 808 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 808 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 808 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1037 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 1037 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 1037, __pyx_L5_except_error)

#line 1037 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_XGOTREF(__pyx_t_5);

#line 1037 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_XGOTREF(__pyx_t_6);

#line 1037 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_XGOTREF(__pyx_t_7);

      /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1038
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy._core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __pyx_t_9 = NULL;

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __pyx_t_11 = 1;

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __PYX_ERR(1, 1038, __pyx_L5_except_error)

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    goto __pyx_L5_except_error;

    /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1035
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
*/

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L5_except_error:;

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGIVEREF(__pyx_t_1);

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGIVEREF(__pyx_t_2);

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGIVEREF(__pyx_t_3);

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    goto __pyx_L1_error;

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L8_try_end:;

#line 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  }

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1034
 *         raise ImportError("numpy._core.umath failed to import")
 * 
 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
*/

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = 0;

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L1_error:;

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_9);

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_10);

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = -1;

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1041
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
*/

#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_obj) {

#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1053
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1053 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type));

#line 1053 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1041
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
*/

#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
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#line 1041 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1056
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
*/

#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_obj) {

#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1068
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1068 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type));

#line 1068 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1056
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj) noexcept:             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
*/

#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1056 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1071
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
*/

#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *__pyx_v_obj) {

#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_datetime __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1078
 *     also needed.  That can be found using `get_datetime64_unit`.
 *     """
 *     return (<PyDatetimeScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1078 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval;

#line 1078 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1071
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
*/

#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1071 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1081
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
*/

#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject *__pyx_v_obj) {

#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  npy_timedelta __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1085
 *     returns the int64 value underlying scalar numpy timedelta64 object
 *     """
 *     return (<PyTimedeltaScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1085 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval;

#line 1085 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1081
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
*/

#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1081 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1088
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
*/

#line 1088 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"


#line 1088 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObject *__pyx_v_obj) {

#line 1088 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  NPY_DATETIMEUNIT __pyx_r;

  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1092
 *     returns the unit part of the dtype for a numpy datetime64 object.
 *     """
 *     return <NPY_DATETIMEUNIT>(<PyDatetimeScalarObject*>obj).obmeta.base             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1092 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base);

#line 1092 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

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#line 23 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_1 = ((struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)__pyx_v_self->__pyx_vtab)->get_index(__pyx_v_self); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 23, __pyx_L1_error)

#line 23 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_v_self->key = __pyx_t_1;

  /* "ms_deisotope/_c/spectrum_graph.pyx":22
 * 
 * cdef class NodeBase(object):
 *     def __init__(self):             # <<<<<<<<<<<<<<
 *         self.key = self.get_index()
 * 
*/

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"


#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  /* function exit code */

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_r = 0;

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  goto __pyx_L0;

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L1_error:;

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  __Pyx_AddTraceback("ms_deisotope._c.spectrum_graph.NodeBase.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_r = -1;

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L0:;

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
  return __pyx_r;

#line 22 "ms_deisotope/_c/spectrum_graph.pyx"
}

/* "ms_deisotope/_c/spectrum_graph.pyx":25
 *         self.key = self.get_index()
 * 
 *     cdef double get_neutral_mass(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
*/

#line 25 "ms_deisotope/_c/spectrum_graph.pyx"


#line 25 "ms_deisotope/_c/spectrum_graph.pyx"
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_get_neutral_mass(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self) {

#line 25 "ms_deisotope/_c/spectrum_graph.pyx"
  double __pyx_r;

  /* "ms_deisotope/_c/spectrum_graph.pyx":26
 * 
 *     cdef double get_neutral_mass(self):
 *         return 0             # <<<<<<<<<<<<<<
 * 
 *     cdef double get_intensity(self):
*/

#line 26 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_r = 0.0;

#line 26 "ms_deisotope/_c/spectrum_graph.pyx"
  goto __pyx_L0;

  /* "ms_deisotope/_c/spectrum_graph.pyx":25
 *         self.key = self.get_index()
 * 
 *     cdef double get_neutral_mass(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
*/

#line 25 "ms_deisotope/_c/spectrum_graph.pyx"


#line 25 "ms_deisotope/_c/spectrum_graph.pyx"
  /* function exit code */

#line 25 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L0:;

#line 25 "ms_deisotope/_c/spectrum_graph.pyx"
  return __pyx_r;

#line 25 "ms_deisotope/_c/spectrum_graph.pyx"
}

/* "ms_deisotope/_c/spectrum_graph.pyx":28
 *         return 0
 * 
 *     cdef double get_intensity(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
*/

#line 28 "ms_deisotope/_c/spectrum_graph.pyx"


#line 28 "ms_deisotope/_c/spectrum_graph.pyx"
static double __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_get_intensity(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self) {

#line 28 "ms_deisotope/_c/spectrum_graph.pyx"
  double __pyx_r;

  /* "ms_deisotope/_c/spectrum_graph.pyx":29
 * 
 *     cdef double get_intensity(self):
 *         return 0             # <<<<<<<<<<<<<<
 * 
 *     cdef size_t get_index(self):
*/

#line 29 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_r = 0.0;

#line 29 "ms_deisotope/_c/spectrum_graph.pyx"
  goto __pyx_L0;

  /* "ms_deisotope/_c/spectrum_graph.pyx":28
 *         return 0
 * 
 *     cdef double get_intensity(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
*/

#line 28 "ms_deisotope/_c/spectrum_graph.pyx"


#line 28 "ms_deisotope/_c/spectrum_graph.pyx"
  /* function exit code */

#line 28 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L0:;

#line 28 "ms_deisotope/_c/spectrum_graph.pyx"
  return __pyx_r;

#line 28 "ms_deisotope/_c/spectrum_graph.pyx"
}

/* "ms_deisotope/_c/spectrum_graph.pyx":31
 *         return 0
 * 
 *     cdef size_t get_index(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
*/

#line 31 "ms_deisotope/_c/spectrum_graph.pyx"


#line 31 "ms_deisotope/_c/spectrum_graph.pyx"
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_get_index(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self) {

#line 31 "ms_deisotope/_c/spectrum_graph.pyx"
  size_t __pyx_r;

  /* "ms_deisotope/_c/spectrum_graph.pyx":32
 * 
 *     cdef size_t get_index(self):
 *         return 0             # <<<<<<<<<<<<<<
 * 
 *     cdef bint _eq(self, NodeBase other):
*/

#line 32 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_r = 0;

#line 32 "ms_deisotope/_c/spectrum_graph.pyx"
  goto __pyx_L0;

  /* "ms_deisotope/_c/spectrum_graph.pyx":31
 *         return 0
 * 
 *     cdef size_t get_index(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
*/

#line 31 "ms_deisotope/_c/spectrum_graph.pyx"


#line 31 "ms_deisotope/_c/spectrum_graph.pyx"
  /* function exit code */

#line 31 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L0:;

#line 31 "ms_deisotope/_c/spectrum_graph.pyx"
  return __pyx_r;

#line 31 "ms_deisotope/_c/spectrum_graph.pyx"
}

/* "ms_deisotope/_c/spectrum_graph.pyx":34
 *         return 0
 * 
 *     cdef bint _eq(self, NodeBase other):             # <<<<<<<<<<<<<<
 *         if other is None:
 *             return False
*/

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"


#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
static int __pyx_f_12ms_deisotope_2_c_14spectrum_graph_8NodeBase__eq(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_other) {

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_r;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_t_1;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  double __pyx_t_2;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  double __pyx_t_3;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  double __pyx_t_4;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_lineno = 0;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  const char *__pyx_filename = NULL;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_clineno = 0;

  /* "ms_deisotope/_c/spectrum_graph.pyx":35
 * 
 *     cdef bint _eq(self, NodeBase other):
 *         if other is None:             # <<<<<<<<<<<<<<
 *             return False
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:
*/

#line 35 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_1 = (((PyObject *)__pyx_v_other) == Py_None);

#line 35 "ms_deisotope/_c/spectrum_graph.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/spectrum_graph.pyx":36
 *     cdef bint _eq(self, NodeBase other):
 *         if other is None:
 *             return False             # <<<<<<<<<<<<<<
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:
 *             return False
*/

#line 36 "ms_deisotope/_c/spectrum_graph.pyx"
    __pyx_r = 0;

#line 36 "ms_deisotope/_c/spectrum_graph.pyx"
    goto __pyx_L0;

    /* "ms_deisotope/_c/spectrum_graph.pyx":35
 * 
 *     cdef bint _eq(self, NodeBase other):
 *         if other is None:             # <<<<<<<<<<<<<<
 *             return False
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:
*/

#line 35 "ms_deisotope/_c/spectrum_graph.pyx"
  }

  /* "ms_deisotope/_c/spectrum_graph.pyx":37
 *         if other is None:
 *             return False
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:             # <<<<<<<<<<<<<<
 *             return False
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:
*/

#line 37 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_2 = ((struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)__pyx_v_self->__pyx_vtab)->get_neutral_mass(__pyx_v_self); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 37, __pyx_L1_error)

#line 37 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_3 = ((struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)__pyx_v_other->__pyx_vtab)->get_neutral_mass(__pyx_v_other); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 37, __pyx_L1_error)

#line 37 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_4 = fabs((__pyx_t_2 - __pyx_t_3)); 

#line 37 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_1 = (__pyx_t_4 >= 1e-4);

#line 37 "ms_deisotope/_c/spectrum_graph.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/spectrum_graph.pyx":38
 *             return False
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:
 *             return False             # <<<<<<<<<<<<<<
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:
 *             return False
*/

#line 38 "ms_deisotope/_c/spectrum_graph.pyx"
    __pyx_r = 0;

#line 38 "ms_deisotope/_c/spectrum_graph.pyx"
    goto __pyx_L0;

    /* "ms_deisotope/_c/spectrum_graph.pyx":37
 *         if other is None:
 *             return False
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:             # <<<<<<<<<<<<<<
 *             return False
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:
*/

#line 37 "ms_deisotope/_c/spectrum_graph.pyx"
  }

  /* "ms_deisotope/_c/spectrum_graph.pyx":39
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:
 *             return False
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:             # <<<<<<<<<<<<<<
 *             return False
 *         elif self.key != other.key:
*/

#line 39 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_4 = ((struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)__pyx_v_self->__pyx_vtab)->get_intensity(__pyx_v_self); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 39, __pyx_L1_error)

#line 39 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_3 = ((struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)__pyx_v_other->__pyx_vtab)->get_intensity(__pyx_v_other); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 39, __pyx_L1_error)

#line 39 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_2 = fabs((__pyx_t_4 - __pyx_t_3)); 

#line 39 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_1 = (__pyx_t_2 >= 1e-4);

#line 39 "ms_deisotope/_c/spectrum_graph.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/spectrum_graph.pyx":40
 *             return False
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:
 *             return False             # <<<<<<<<<<<<<<
 *         elif self.key != other.key:
 *             return False
*/

#line 40 "ms_deisotope/_c/spectrum_graph.pyx"
    __pyx_r = 0;

#line 40 "ms_deisotope/_c/spectrum_graph.pyx"
    goto __pyx_L0;

    /* "ms_deisotope/_c/spectrum_graph.pyx":39
 *         elif abs(self.get_neutral_mass() - other.get_neutral_mass()) >= 1e-4:
 *             return False
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:             # <<<<<<<<<<<<<<
 *             return False
 *         elif self.key != other.key:
*/

#line 39 "ms_deisotope/_c/spectrum_graph.pyx"
  }

  /* "ms_deisotope/_c/spectrum_graph.pyx":41
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:
 *             return False
 *         elif self.key != other.key:             # <<<<<<<<<<<<<<
 *             return False
 *         return True
*/

#line 41 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_1 = (__pyx_v_self->key != __pyx_v_other->key);

#line 41 "ms_deisotope/_c/spectrum_graph.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/spectrum_graph.pyx":42
 *             return False
 *         elif self.key != other.key:
 *             return False             # <<<<<<<<<<<<<<
 *         return True
 * 
*/

#line 42 "ms_deisotope/_c/spectrum_graph.pyx"
    __pyx_r = 0;

#line 42 "ms_deisotope/_c/spectrum_graph.pyx"
    goto __pyx_L0;

    /* "ms_deisotope/_c/spectrum_graph.pyx":41
 *         elif abs(self.get_intensity() - other.get_intensity()) >= 1e-4:
 *             return False
 *         elif self.key != other.key:             # <<<<<<<<<<<<<<
 *             return False
 *         return True
*/

#line 41 "ms_deisotope/_c/spectrum_graph.pyx"
  }

  /* "ms_deisotope/_c/spectrum_graph.pyx":43
 *         elif self.key != other.key:
 *             return False
 *         return True             # <<<<<<<<<<<<<<
 * 
 *     def __hash__(self):
*/

#line 43 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_r = 1;

#line 43 "ms_deisotope/_c/spectrum_graph.pyx"
  goto __pyx_L0;

  /* "ms_deisotope/_c/spectrum_graph.pyx":34
 *         return 0
 * 
 *     cdef bint _eq(self, NodeBase other):             # <<<<<<<<<<<<<<
 *         if other is None:
 *             return False
*/

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"


#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  /* function exit code */

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L1_error:;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  __Pyx_AddTraceback("ms_deisotope._c.spectrum_graph.NodeBase._eq", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_r = 0;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L0:;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
  return __pyx_r;

#line 34 "ms_deisotope/_c/spectrum_graph.pyx"
}

/* "ms_deisotope/_c/spectrum_graph.pyx":45
 *         return True
 * 
 *     def __hash__(self):             # <<<<<<<<<<<<<<
 *         return hash(self.get_index())
 * 
*/

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"


#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
/* Python wrapper */

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
static Py_hash_t __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3__hash__(PyObject *__pyx_v_self); /*proto*/

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
static Py_hash_t __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3__hash__(PyObject *__pyx_v_self) {

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  Py_hash_t __pyx_r;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  __Pyx_RefNannyDeclarations

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = 
#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
__pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_2__hash__(((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)__pyx_v_self));

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"


#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  /* function exit code */

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  __Pyx_RefNannyFinishContext();

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  return __pyx_r;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
}

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"


#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
static Py_hash_t __pyx_pf_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_2__hash__(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *__pyx_v_self) {

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  Py_hash_t __pyx_r;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  __Pyx_RefNannyDeclarations

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  Py_hash_t __pyx_t_3;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_lineno = 0;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  const char *__pyx_filename = NULL;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  int __pyx_clineno = 0;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  __Pyx_RefNannySetupContext("__hash__", 0);

  /* "ms_deisotope/_c/spectrum_graph.pyx":46
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 *     def __hash__(self):
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 * 
 *     def __eq__(self, other):
*/

#line 46 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_1 = ((struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)__pyx_v_self->__pyx_vtab)->get_index(__pyx_v_self); if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 46, __pyx_L1_error)

#line 46 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 46 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 46 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_t_3 = PyObject_Hash(__pyx_t_2); if (unlikely(__pyx_t_3 == ((Py_hash_t)-1))) __PYX_ERR(0, 46, __pyx_L1_error)

#line 46 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 46 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 46 "ms_deisotope/_c/spectrum_graph.pyx"
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  /* "ms_deisotope/_c/spectrum_graph.pyx":45
 *         return True
 * 
 *     def __hash__(self):             # <<<<<<<<<<<<<<
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 * 
*/

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"


#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  /* function exit code */

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
  __pyx_L1_error:;

#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 45 "ms_deisotope/_c/spectrum_graph.pyx"
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/* "ms_deisotope/_c/spectrum_graph.pyx":48
 *         return hash(self.get_index())
 * 
 *     def __eq__(self, other):             # <<<<<<<<<<<<<<
 *         cdef:
 *             NodeBase other_typed
*/

#line 48 "ms_deisotope/_c/spectrum_graph.pyx"


#line 48 "ms_deisotope/_c/spectrum_graph.pyx"
/* Python wrapper */

#line 48 "ms_deisotope/_c/spectrum_graph.pyx"
static PyObject *__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_5__eq__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/

#line 48 "ms_deisotope/_c/spectrum_graph.pyx"
static PyObject *__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_5__eq__(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {

#line 48 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 48 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 78 "ms_deisotope/_c/spectrum_graph.pyx"


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#line 82 "ms_deisotope/_c/spectrum_graph.pyx"


#line 82 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 82 "ms_deisotope/_c/spectrum_graph.pyx"


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#line 85 "ms_deisotope/_c/spectrum_graph.pyx"


#line 85 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 85 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 86 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 85 "ms_deisotope/_c/spectrum_graph.pyx"


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#line 85 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 88 "ms_deisotope/_c/spectrum_graph.pyx"


#line 88 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 88 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 88 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 88 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 91 "ms_deisotope/_c/spectrum_graph.pyx"


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#line 91 "ms_deisotope/_c/spectrum_graph.pyx"


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#line 27 "ms_deisotope/_c/spectrum_graph.pxd"


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#line 123 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 124 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 124 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 124 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 125 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 125 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 125 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 125 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 127 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 129 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 128 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 130 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 116 "ms_deisotope/_c/spectrum_graph.pyx"


#line 116 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 132 "ms_deisotope/_c/spectrum_graph.pyx"


#line 132 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 132 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 132 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 149 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 149 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 149 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 149 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 149 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 149 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 149 "ms_deisotope/_c/spectrum_graph.pyx"


#line 149 "ms_deisotope/_c/spectrum_graph.pyx"
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/* "ms_deisotope/_c/spectrum_graph.pyx":156
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#line 156 "ms_deisotope/_c/spectrum_graph.pyx"


#line 156 "ms_deisotope/_c/spectrum_graph.pyx"
static size_t __pyx_f_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_get_index(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *__pyx_v_self) {

#line 156 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 157 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 156 "ms_deisotope/_c/spectrum_graph.pyx"


#line 156 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 156 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 156 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 156 "ms_deisotope/_c/spectrum_graph.pyx"
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/* "ms_deisotope/_c/spectrum_graph.pyx":159
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#line 159 "ms_deisotope/_c/spectrum_graph.pyx"


#line 159 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 159 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 160 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 160 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 159 "ms_deisotope/_c/spectrum_graph.pyx"


#line 159 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 159 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 159 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 159 "ms_deisotope/_c/spectrum_graph.pyx"
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/* "ms_deisotope/_c/spectrum_graph.pyx":162
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#line 162 "ms_deisotope/_c/spectrum_graph.pyx"


#line 162 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 162 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 456 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 456 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 729 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 730 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 730 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 735 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"


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static PyObject *__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_7find_complements(PyObject *__pyx_v_self, 
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PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
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PyObject *__pyx_args, PyObject *__pyx_kwds
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 715 "ms_deisotope/_c/spectrum_graph.pyx"
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#line 776 "ms_deisotope/_c/spectrum_graph.pyx"


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  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  #endif
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_NodeBase;
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_NodeBase(PyObject *o) {
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __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_12ms_deisotope_2_c_14spectrum_graph_NodeBase) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  #if CYTHON_USE_TYPE_SLOTS
  (*Py_TYPE(o)->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
}

static PyObject *__pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_NodeBase(PyObject *o1, PyObject *o2, int op) {
  switch (op) {
    case Py_EQ: {
      return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_5__eq__(o1, o2);
    }
    case Py_NE: {
      return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_7__ne__(o1, o2);
    }
    default: {
      return __Pyx_NewRef(Py_NotImplemented);
    }
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_index(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_5index_1__get__(o);
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_neutral_mass(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_12neutral_mass_1__get__(o);
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_intensity(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_9intensity_1__get__(o);
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_key(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3key_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_key(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3key_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_NodeBase[] = {
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_11__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_10__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_13__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_12__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_NodeBase[] = {
  {"index", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_index, 0, 0, 0},
  {"neutral_mass", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_neutral_mass, 0, 0, 0},
  {"intensity", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_intensity, 0, 0, 0},
  {"key", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_key, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_key, PyDoc_STR("key: 'size_t'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_NodeBase_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_NodeBase},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_9__repr__},
  {Py_tp_hash, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3__hash__},
  {Py_tp_doc, (void *)PyDoc_STR("NodeBase()")},
  {Py_tp_richcompare, (void *)__pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_NodeBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_NodeBase},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_NodeBase},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_NodeBase},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_NodeBase_spec = {
  "ms_deisotope._c.spectrum_graph.NodeBase",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE,
  __pyx_type_12ms_deisotope_2_c_14spectrum_graph_NodeBase_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_NodeBase = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""NodeBase", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_NodeBase, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_9__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_3__hash__, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  PyDoc_STR("NodeBase()"), /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  __pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_NodeBase, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_NodeBase, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_NodeBase, /*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_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_NodeBase, /*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 PY_VERSION_HEX >= 0x030800b1 && (!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_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode __pyx_vtable_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_NodeBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase*)__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode;
  p->label = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __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_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  Py_CLEAR(p->label);
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_NodeBase(o);
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_label(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5label_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_label(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5label_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5label_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__mass(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5_mass_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__mass(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5_mass_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__intensity(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_10_intensity_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__intensity(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_10_intensity_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__index(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_6_index_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_6_index_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode[] = {
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_7__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_6__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_9__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_8__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode[] = {
  {"label", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_label, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_label, PyDoc_STR("label: str"), 0},
  {"_mass", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__mass, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__mass, PyDoc_STR("_mass: 'double'"), 0},
  {"_intensity", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__intensity, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__intensity, PyDoc_STR("_intensity: 'double'"), 0},
  {"_index", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__index, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode__index, PyDoc_STR("_index: 'size_t'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5__repr__},
  {Py_tp_doc, (void *)PyDoc_STR("PlaceHolderNode(str label, double mass, double intensity=0, size_t index=0)")},
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_3__iter__},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode_spec = {
  "ms_deisotope._c.spectrum_graph.PlaceHolderNode",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE,
  __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""PlaceHolderNode", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  PyDoc_STR("PlaceHolderNode(str label, double mass, double intensity=0, size_t index=0)"), /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_3__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode, /*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_12ms_deisotope_2_c_14spectrum_graph_15PlaceHolderNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PlaceHolderNode, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
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  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!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
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  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_12ms_deisotope_2_c_14spectrum_graph_PeakNode __pyx_vtable_12ms_deisotope_2_c_14spectrum_graph_PeakNode;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakNode(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_NodeBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase*)__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_PeakNode;
  p->peak = ((struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakNode(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakNode) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->peak);
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_NodeBase(o);
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *)o;
  #if !CYTHON_USE_MODULE_STATE
  e = 0;
  if (likely(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase)) {
    traverseproc traverse = __Pyx_PyType_GetSlot(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase, tp_traverse, traverseproc);
    if (traverse) { e = traverse(o, v, a); }
  } else
  #endif
  { e = __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakNode); }
  if (e) return e;
  {
    e = __Pyx_call_type_traverse(o, 0, v, a);
    if (e) return e;
  }
  if (p->peak) {
    e = (*v)(((PyObject *)p->peak), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode *)o;
  #if !CYTHON_USE_MODULE_STATE
  if (likely(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase)) {
    inquiry clear = __Pyx_PyType_GetSlot(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase, tp_clear, inquiry);
    if (clear) clear(o);
  } else
  #endif
  { __Pyx_call_next_tp_clear(o, __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakNode); }
  tmp = ((PyObject*)p->peak);
  p->peak = ((struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_peak(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_4peak_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_peak(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_4peak_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_4peak_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PeakNode[] = {
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_6__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_5__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_8__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_7__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PeakNode[] = {
  {"peak", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_peak, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_peak, PyDoc_STR("peak: ms_deisotope._c.peak_set.DeconvolutedPeak"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PeakNode_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakNode},
  {Py_tp_doc, (void *)PyDoc_STR("PeakNode(peak)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakNode},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakNode},
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_3__iter__},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PeakNode},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PeakNode},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakNode},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PeakNode_spec = {
  "ms_deisotope._c.spectrum_graph.PeakNode",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode),
  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_12ms_deisotope_2_c_14spectrum_graph_PeakNode_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PeakNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""PeakNode", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakNode, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_9__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  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*/
  PyDoc_STR("PeakNode(peak)"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakNode, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_3__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PeakNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PeakNode, /*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_12ms_deisotope_2_c_14spectrum_graph_8PeakNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakNode, /*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 PY_VERSION_HEX >= 0x030800b1 && (!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_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode __pyx_vtable_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_NodeBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_14spectrum_graph_NodeBase*)__pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode;
  p->peaks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->peaks);
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_NodeBase(o);
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *)o;
  #if !CYTHON_USE_MODULE_STATE
  e = 0;
  if (likely(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase)) {
    traverseproc traverse = __Pyx_PyType_GetSlot(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase, tp_traverse, traverseproc);
    if (traverse) { e = traverse(o, v, a); }
  } else
  #endif
  { e = __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode); }
  if (e) return e;
  {
    e = __Pyx_call_type_traverse(o, 0, v, a);
    if (e) return e;
  }
  if (p->peaks) {
    e = (*v)(p->peaks, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode *)o;
  #if !CYTHON_USE_MODULE_STATE
  if (likely(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase)) {
    inquiry clear = __Pyx_PyType_GetSlot(__pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_14spectrum_graph_NodeBase, tp_clear, inquiry);
    if (clear) clear(o);
  } else
  #endif
  { __Pyx_call_next_tp_clear(o, __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode); }
  tmp = ((PyObject*)p->peaks);
  p->peaks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_peaks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_5peaks_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_peaks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_5peaks_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_5peaks_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode[] = {
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_5__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_4__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_7__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_6__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode[] = {
  {"peaks", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_peaks, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_peaks, PyDoc_STR("peaks: list"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode},
  {Py_tp_doc, (void *)PyDoc_STR("PeakGroupNode(peaks)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode},
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_3__iter__},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode_spec = {
  "ms_deisotope._c.spectrum_graph.PeakGroupNode",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode),
  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_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""PeakGroupNode", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_8NodeBase_9__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
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  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  PyDoc_STR("PeakGroupNode(peaks)"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_3__iter__, /*tp_iter*/
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  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode, /*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_12ms_deisotope_2_c_14spectrum_graph_13PeakGroupNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PeakGroupNode, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
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  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
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  0, /*tp_watched*/
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  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_12ms_deisotope_2_c_14spectrum_graph_Edge __pyx_vtable_12ms_deisotope_2_c_14spectrum_graph_Edge;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Edge(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *p;
  PyObject *o;
  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  #if CYTHON_USE_FREELISTS
  if (likely((int)(__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_Edge > 0) & (int)(t->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge)))) {
    o = (PyObject*)__pyx_mstate_global->__pyx_freelist_12ms_deisotope_2_c_14spectrum_graph_Edge[--__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_Edge];
    memset(o, 0, sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else
  #endif
  {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  #endif
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_Edge;
  p->start = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)Py_None); Py_INCREF(Py_None);
  p->end = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)Py_None); Py_INCREF(Py_None);
  p->annotation = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_Edge(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->start);
  Py_CLEAR(p->end);
  Py_CLEAR(p->annotation);
  #if CYTHON_USE_FREELISTS
  if (((int)(__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_Edge < 1000000) & (int)(Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge)))) {
    __pyx_mstate_global->__pyx_freelist_12ms_deisotope_2_c_14spectrum_graph_Edge[__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_Edge++] = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *)o);
  } else
  #endif
  {
    #if CYTHON_USE_TYPE_SLOTS
    (*Py_TYPE(o)->tp_free)(o);
    #else
    {
      freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
      if (tp_free) tp_free(o);
    }
    #endif
  }
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_Edge(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->start) {
    e = (*v)(((PyObject *)p->start), a); if (e) return e;
  }
  if (p->end) {
    e = (*v)(((PyObject *)p->end), a); if (e) return e;
  }
  if (p->annotation) {
    e = (*v)(p->annotation, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_Edge(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge *)o;
  tmp = ((PyObject*)p->start);
  p->start = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->end);
  p->end = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_NodeBase *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->annotation);
  p->annotation = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_Edge(PyObject *o1, PyObject *o2, int op) {
  switch (op) {
    case Py_EQ: {
      return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_5__eq__(o1, o2);
    }
    case Py_NE: {
      PyObject *ret;
      ret = __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_5__eq__(o1, o2);
      if (likely(ret && ret != Py_NotImplemented)) {
        int b = __Pyx_PyObject_IsTrue(ret);
        Py_DECREF(ret);
        if (unlikely(b < 0)) return NULL;
        ret = (b) ? Py_False : Py_True;
        Py_INCREF(ret);
      }
      return ret;
    }
    default: {
      return __Pyx_NewRef(Py_NotImplemented);
    }
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_start(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_5start_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_start(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_5start_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_5start_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_end(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_3end_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_end(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_3end_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_3end_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_annotation(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_10annotation_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_annotation(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_10annotation_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_10annotation_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_key(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_3key_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_key(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_3key_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge__hash(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_5_hash_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge__hash(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_5_hash_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_Edge[] = {
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Edge_2__reduce__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_Edge[] = {
  {"start", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_start, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_start, PyDoc_STR("start: ms_deisotope._c.spectrum_graph.NodeBase"), 0},
  {"end", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_end, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_end, PyDoc_STR("end: ms_deisotope._c.spectrum_graph.NodeBase"), 0},
  {"annotation", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_annotation, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_annotation, PyDoc_STR("annotation: object"), 0},
  {"key", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_key, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge_key, PyDoc_STR("key: '(size_t, size_t) '"), 0},
  {"_hash", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Edge__hash, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Edge__hash, PyDoc_STR("_hash: 'Py_hash_t'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_Edge_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_Edge},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_12__repr__},
  {Py_tp_hash, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_10__hash__},
  {Py_tp_doc, (void *)PyDoc_STR("Edge(start, end, annotation)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_Edge},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_Edge},
  {Py_tp_richcompare, (void *)__pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_Edge},
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_7__iter__},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_Edge},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_Edge},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Edge},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_Edge_spec = {
  "ms_deisotope._c.spectrum_graph.Edge",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC,
  __pyx_type_12ms_deisotope_2_c_14spectrum_graph_Edge_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_Edge = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""Edge", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Edge), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_Edge, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_12__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_10__hash__, /*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*/
  PyDoc_STR("Edge(start, end, annotation)"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_Edge, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_Edge, /*tp_clear*/
  __pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_Edge, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Edge_7__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_Edge, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_Edge, /*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_12ms_deisotope_2_c_14spectrum_graph_4Edge_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Edge, /*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 PY_VERSION_HEX >= 0x030800b1 && (!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_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph __pyx_vtable_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *p;
  PyObject *o;
  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  #endif
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph;
  p->transitions = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->by_first = Py_None; Py_INCREF(Py_None);
  p->by_second = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->transitions);
  Py_CLEAR(p->by_first);
  Py_CLEAR(p->by_second);
  #if CYTHON_USE_TYPE_SLOTS
  (*Py_TYPE(o)->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->transitions) {
    e = (*v)(p->transitions, a); if (e) return e;
  }
  if (p->by_first) {
    e = (*v)(p->by_first, a); if (e) return e;
  }
  if (p->by_second) {
    e = (*v)(p->by_second, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph *)o;
  tmp = ((PyObject*)p->transitions);
  p->transitions = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->by_first);
  p->by_first = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->by_second);
  p->by_second = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitions(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_11transitions_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitions(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_11transitions_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_11transitions_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_first(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_8by_first_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_first(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_8by_first_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_8by_first_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_second(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9by_second_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_second(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9by_second_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9by_second_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph[] = {
  {"_get_maximum_index", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_11_get_maximum_index, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_10_get_maximum_index},
  {"adjacency_matrix", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_13adjacency_matrix, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_12adjacency_matrix},
  {"path_lengths", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_17path_lengths, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_16path_lengths},
  {"longest_paths", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_25longest_paths, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_24longest_paths},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_27__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_26__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_29__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_28__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph[] = {
  {"transitions", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitions, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_transitions, PyDoc_STR("transitions: set"), 0},
  {"by_first", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_first, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_first, PyDoc_STR("by_first: object"), 0},
  {"by_second", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_second, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_by_second, PyDoc_STR("by_second: object"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9__repr__},
  {Py_sq_length, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_7__len__},
  {Py_mp_length, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_7__len__},
  {Py_tp_doc, (void *)PyDoc_STR("SpectrumGraph()")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph},
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_5__iter__},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph_spec = {
  "ms_deisotope._c.spectrum_graph.SpectrumGraph",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph),
  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_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph_slots,
};
#else

static PySequenceMethods __pyx_tp_as_sequence_SpectrumGraph = {
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_7__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  0, /*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_SpectrumGraph = {
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_7__len__, /*mp_length*/
  0, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""SpectrumGraph", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_9__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_SpectrumGraph, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_SpectrumGraph, /*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*/
  PyDoc_STR("SpectrumGraph()"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_5__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph, /*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_12ms_deisotope_2_c_14spectrum_graph_13SpectrumGraph_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_SpectrumGraph, /*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 PY_VERSION_HEX >= 0x030800b1 && (!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_12ms_deisotope_2_c_14spectrum_graph_MassWrapper(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *p;
  PyObject *o;
  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  #if CYTHON_USE_FREELISTS
  if (likely((int)(__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_MassWrapper > 0) & (int)(t->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper)))) {
    o = (PyObject*)__pyx_mstate_global->__pyx_freelist_12ms_deisotope_2_c_14spectrum_graph_MassWrapper[--__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_MassWrapper];
    memset(o, 0, sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else
  #endif
  {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  #endif
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *)o);
  p->obj = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_MassWrapper(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->obj);
  #if CYTHON_USE_FREELISTS
  if (((int)(__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_MassWrapper < 1000) & (int)(Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper)))) {
    __pyx_mstate_global->__pyx_freelist_12ms_deisotope_2_c_14spectrum_graph_MassWrapper[__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_14spectrum_graph_MassWrapper++] = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *)o);
  } else
  #endif
  {
    #if CYTHON_USE_TYPE_SLOTS
    (*Py_TYPE(o)->tp_free)(o);
    #else
    {
      freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
      if (tp_free) tp_free(o);
    }
    #endif
  }
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_MassWrapper(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *)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;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_MassWrapper(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper *)o;
  tmp = ((PyObject*)p->obj);
  p->obj = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_MassWrapper(PyObject *o1, PyObject *o2, int op) {
  switch (op) {
    case Py_EQ: {
      return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_7__eq__(o1, o2);
    }
    case Py_NE: {
      PyObject *ret;
      ret = __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_7__eq__(o1, o2);
      if (likely(ret && ret != Py_NotImplemented)) {
        int b = __Pyx_PyObject_IsTrue(ret);
        Py_DECREF(ret);
        if (unlikely(b < 0)) return NULL;
        ret = (b) ? Py_False : Py_True;
        Py_INCREF(ret);
      }
      return ret;
    }
    default: {
      return __Pyx_NewRef(Py_NotImplemented);
    }
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_obj(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3obj_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_obj(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3obj_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3obj_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_mass(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_4mass_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_mass(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_4mass_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_MassWrapper[] = {
  {"wrap", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_1wrap, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_wrap},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_11__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_10__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_13__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_12__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_MassWrapper[] = {
  {"obj", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_obj, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_obj, PyDoc_STR("obj: object"), 0},
  {"mass", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_mass, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_mass, PyDoc_STR("mass: 'double'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_MassWrapper_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_MassWrapper},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_5__repr__},
  {Py_tp_hash, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_9__hash__},
  {Py_tp_doc, (void *)PyDoc_STR("MassWrapper(obj, mass=None)\n\nAn adapter class to make types whose mass calculation is a method\n(:mod:`glypy` dynamic graph components) compatible with code where the\nmass calculation is an  attribute (:mod:`glycopeptidepy` objects and\nmost things here)\n\nHashes and compares as :attr:`obj`\n\nAttributes\n----------\nobj: object\n    The wrapped object\nmass: float\n    The mass of :attr:`obj`")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_MassWrapper},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_MassWrapper},
  {Py_tp_richcompare, (void *)__pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_MassWrapper},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_MassWrapper},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_MassWrapper},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_MassWrapper},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_MassWrapper_spec = {
  "ms_deisotope._c.spectrum_graph.MassWrapper",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC,
  __pyx_type_12ms_deisotope_2_c_14spectrum_graph_MassWrapper_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_MassWrapper = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""MassWrapper", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_MassWrapper), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_MassWrapper, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_9__hash__, /*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*/
  PyDoc_STR("MassWrapper(obj, mass=None)\n\nAn adapter class to make types whose mass calculation is a method\n(:mod:`glypy` dynamic graph components) compatible with code where the\nmass calculation is an  attribute (:mod:`glycopeptidepy` objects and\nmost things here)\n\nHashes and compares as :attr:`obj`\n\nAttributes\n----------\nobj: object\n    The wrapped object\nmass: float\n    The mass of :attr:`obj`"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_MassWrapper, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_MassWrapper, /*tp_clear*/
  __pyx_tp_richcompare_12ms_deisotope_2_c_14spectrum_graph_MassWrapper, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_MassWrapper, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_MassWrapper, /*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_12ms_deisotope_2_c_14spectrum_graph_11MassWrapper_3__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_MassWrapper, /*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 PY_VERSION_HEX >= 0x030800b1 && (!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_12ms_deisotope_2_c_14spectrum_graph_Path __pyx_vtable_12ms_deisotope_2_c_14spectrum_graph_Path;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Path(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *p;
  PyObject *o;
  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  #endif
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_Path;
  p->transitions = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_peaks_used = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_edges_used = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_Path(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_Path) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->transitions);
  Py_CLEAR(p->_peaks_used);
  Py_CLEAR(p->_edges_used);
  #if CYTHON_USE_TYPE_SLOTS
  (*Py_TYPE(o)->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_Path(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->transitions) {
    e = (*v)(p->transitions, a); if (e) return e;
  }
  if (p->_peaks_used) {
    e = (*v)(p->_peaks_used, a); if (e) return e;
  }
  if (p->_edges_used) {
    e = (*v)(p->_edges_used, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_Path(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path *)o;
  tmp = ((PyObject*)p->transitions);
  p->transitions = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_peaks_used);
  p->_peaks_used = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_edges_used);
  p->_edges_used = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_sq_item_12ms_deisotope_2_c_14spectrum_graph_Path(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_12ms_deisotope_2_c_14spectrum_graph_4Path_peaks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_5peaks_1__get__(o);
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_transitions(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11transitions_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_transitions(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11transitions_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11transitions_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_total_signal(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_12total_signal_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_total_signal(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_12total_signal_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_start_mass(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_10start_mass_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_start_mass(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_10start_mass_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_end_mass(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_8end_mass_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_end_mass(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_8end_mass_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path__peaks_used(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11_peaks_used_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path__peaks_used(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11_peaks_used_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11_peaks_used_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path__edges_used(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11_edges_used_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path__edges_used(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11_edges_used_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11_edges_used_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_Path[] = {
  {"_build_peaks_set", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_3_build_peaks_set, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Path_2_build_peaks_set},
  {"_build_edges_used", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_5_build_edges_used, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Path_4_build_edges_used},
  {"has_edge", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_9has_edge, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Path_8has_edge},
  {"has_peak", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_11has_peak, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Path_10has_peak},
  {"has_peaks", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_13has_peaks, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Path_12has_peaks},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_23__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Path_22__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_25__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_4Path_24__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_Path[] = {
  {"peaks", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_peaks, 0, 0, 0},
  {"transitions", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_transitions, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_transitions, PyDoc_STR("transitions: list"), 0},
  {"total_signal", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_total_signal, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_total_signal, PyDoc_STR("total_signal: 'double'"), 0},
  {"start_mass", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_start_mass, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_start_mass, PyDoc_STR("start_mass: 'double'"), 0},
  {"end_mass", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path_end_mass, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path_end_mass, PyDoc_STR("end_mass: 'double'"), 0},
  {"_peaks_used", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path__peaks_used, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path__peaks_used, PyDoc_STR("_peaks_used: set"), 0},
  {"_edges_used", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_4Path__edges_used, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_4Path__edges_used, PyDoc_STR("_edges_used: set"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_Path_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_Path},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_21__repr__},
  {Py_sq_length, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_19__len__},
  {Py_sq_item, (void *)__pyx_sq_item_12ms_deisotope_2_c_14spectrum_graph_Path},
  {Py_sq_contains, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_7__contains__},
  {Py_mp_length, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_19__len__},
  {Py_mp_subscript, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_17__getitem__},
  {Py_tp_doc, (void *)PyDoc_STR("Path(edge_list)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_Path},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_Path},
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_15__iter__},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_Path},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_Path},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Path},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_Path_spec = {
  "ms_deisotope._c.spectrum_graph.Path",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path),
  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_12ms_deisotope_2_c_14spectrum_graph_Path_slots,
};
#else

static PySequenceMethods __pyx_tp_as_sequence_Path = {
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_19__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_12ms_deisotope_2_c_14spectrum_graph_Path, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_7__contains__, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_Path = {
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_19__len__, /*mp_length*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_17__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph_Path = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.spectrum_graph.""Path", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_Path), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_Path, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_21__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_Path, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_Path, /*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*/
  PyDoc_STR("Path(edge_list)"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_Path, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_Path, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_4Path_15__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_Path, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_Path, /*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_12ms_deisotope_2_c_14spectrum_graph_4Path_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_Path, /*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 PY_VERSION_HEX >= 0x030800b1 && (!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_12ms_deisotope_2_c_14spectrum_graph_PathFinder __pyx_vtable_12ms_deisotope_2_c_14spectrum_graph_PathFinder;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PathFinder(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *p;
  PyObject *o;
  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
  o = alloc_func(t, 0);
  #else
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  #endif
  p = ((struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_14spectrum_graph_PathFinder;
  p->components = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PathFinder(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph_PathFinder) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->components);
  #if CYTHON_USE_TYPE_SLOTS
  (*Py_TYPE(o)->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PathFinder(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->components) {
    e = (*v)(p->components, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PathFinder(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *p = (struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph_PathFinder *)o;
  tmp = ((PyObject*)p->components);
  p->components = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_components(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10components_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_components(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10components_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10components_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_product_error_tolerance(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_23product_error_tolerance_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_product_error_tolerance(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_23product_error_tolerance_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PathFinder[] = {
  {"collect_paths", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_11collect_paths, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_10collect_paths},
  {"merge_paths", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_13merge_paths, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_12merge_paths},
  {"paths", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_15paths, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_14paths},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_17__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_16__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_19__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_18__setstate_cython__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PathFinder[] = {
  {"components", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_components, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_components, PyDoc_STR("components: list"), 0},
  {"product_error_tolerance", __pyx_getprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_product_error_tolerance, __pyx_setprop_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_product_error_tolerance, PyDoc_STR("product_error_tolerance: 'double'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PathFinder_slots[] = {
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  {Py_tp_doc, (void *)PyDoc_STR("PathFinder(components, product_error_tolerance=1e-5)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PathFinder},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PathFinder},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PathFinder},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PathFinder},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_14spectrum_graph_10PathFinder_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PathFinder},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph_PathFinder_spec = {
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};
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  __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph_PathFinder, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_14spectrum_graph_PathFinder, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
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  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_14spectrum_graph_PathFinder, /*tp_methods*/
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  __pyx_getsets_12ms_deisotope_2_c_14spectrum_graph_PathFinder, /*tp_getset*/
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  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
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  __pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph_PathFinder, /*tp_new*/
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static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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  #if CYTHON_COMPILING_IN_LIMITED_API
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);
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  #else
  #if CYTHON_USE_FREELISTS
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    memset(o, 0, sizeof(struct __pyx_obj_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__));
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static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__(PyObject *o) {
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static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) {
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}
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};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter___spec = {
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static PyTypeObject __pyx_type_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct____iter__ = {
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static PyObject *__pyx_tp_new_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_1___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_1___iter__(PyObject *o) {
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static int __pyx_tp_traverse_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_1___iter__(PyObject *o, visitproc v, void *a) {
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static void __pyx_tp_dealloc_12ms_deisotope_2_c_14spectrum_graph___pyx_scope_struct_2_genexpr(PyObject *o) {
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    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_e};
    __pyx_mstate_global->__pyx_codeobj_tab[9] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_genexpr, __pyx_k__6, 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), 780, 6};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_x};
    __pyx_mstate_global->__pyx_codeobj_tab[10] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_lambda, __pyx_k_j, 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), 796, 6};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_x};
    __pyx_mstate_global->__pyx_codeobj_tab[11] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_lambda, __pyx_k_j_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, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 87};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[12] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_G1F_a_vWA_q_q_q_Qg_q_Qg, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[12])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[13] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k_avQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[13])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 97};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[14] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_t1_G1F_a_vWA_q_t6_q_Qg_q_Qg, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[14])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[15] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k_avQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[15])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 97};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[16] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_t1_G1F_a_vWA_q_t7_q_d_7_WA_d, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[16])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[17] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k_1F, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[17])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 109};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[18] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_m4xt6_Q_G1F_a_vWA_q_t7_q_0_AW, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[18])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[19] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k_QfA, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[19])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 194, 21};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[20] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_reduce, __pyx_k_A_t_HD_d, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[20])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 231, 108};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_p1, __pyx_mstate->__pyx_n_u_p2, __pyx_mstate->__pyx_n_u_annotation};
    __pyx_mstate_global->__pyx_codeobj_tab[21] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_add, __pyx_k_A_2WN_BgQ_1_HAXQe81E_nA_IQe4q_7, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[21])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 251, 39};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_trans};
    __pyx_mstate_global->__pyx_codeobj_tab[22] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_get_maximum_index, __pyx_k_A_Cq_N_a_5_AQ_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[22])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 258, 54};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_n, __pyx_mstate->__pyx_n_u_A_2, __pyx_mstate->__pyx_n_u_trans};
    __pyx_mstate_global->__pyx_codeobj_tab[23] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_adjacency_matrix, __pyx_k_A_D_3b_BfBc_IT_Qe81_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[23])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 265, 221};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_adjacency_matrix};
    __pyx_mstate_global->__pyx_codeobj_tab[24] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_topological_sort, __pyx_k_7q_Cq_t_4A_uA_Q_E_a_vQa_t2T_Cq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[24])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 295, 120};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_adjacency_matrix, __pyx_mstate->__pyx_n_u_distances, __pyx_mstate->__pyx_n_u_ix, __pyx_mstate->__pyx_n_u_incoming_edges, __pyx_mstate->__pyx_n_u_longest_path_so_far};
    __pyx_mstate_global->__pyx_codeobj_tab[25] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_path_lengths, __pyx_k_A_4_0_BfAT_4Cr_F_q_Rxq_8_D_V1Cs, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[25])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 307, 154};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_ix, __pyx_mstate->__pyx_n_u_limit};
    __pyx_mstate_global->__pyx_codeobj_tab[26] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_paths_starting_at, __pyx_k_6a_IT_1_Q_4r_IQhd_1_4q_IQ_r_A_s, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[26])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 326, 164};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_ix, __pyx_mstate->__pyx_n_u_limit};
    __pyx_mstate_global->__pyx_codeobj_tab[27] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_paths_ending_at, __pyx_k_4A_IT_1A_Q_4q_Jaxt1A_4q_IQ_q_G1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[27])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 347, 502};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_paths, __pyx_mstate->__pyx_n_u_limit};
    __pyx_mstate_global->__pyx_codeobj_tab[28] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_transitive_closure, __pyx_k_q_awd_xq_A_E_a_1_6_q_q_U_aq_v_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[28])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 420, 116};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_limit, __pyx_mstate->__pyx_n_u_paths, __pyx_mstate->__pyx_n_u_segment, __pyx_mstate->__pyx_n_u_ix};
    __pyx_mstate_global->__pyx_codeobj_tab[29] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_longest_paths, __pyx_k_q_F_HAT_c_Q_d_4q_9Cq_D_1G1_vRq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[29])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 125};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[30] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_D_D_G1F_a_vWA_q_t_WE_D_7_sRVV, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[30])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[31] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k_1F, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[31])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 11, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 456, 121};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_cls, __pyx_mstate->__pyx_n_u_components, __pyx_mstate->__pyx_n_u_combinations, __pyx_mstate->__pyx_n_u_result, __pyx_mstate->__pyx_n_u_i, __pyx_mstate->__pyx_n_u_combos, __pyx_mstate->__pyx_n_u_mass, __pyx_mstate->__pyx_n_u_obj, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
    __pyx_mstate_global->__pyx_codeobj_tab[32] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_wrap, __pyx_k_A_T_Qe1_Q_U_3m2Q_J_1L_3b_r_Qe1_V, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[32])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 97};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[33] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_A_G1F_a_vWA_q_t5_q_q_D_7_D_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[33])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[34] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k__7, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[34])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 512, 45};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaks, __pyx_mstate->__pyx_n_u_edge};
    __pyx_mstate_global->__pyx_codeobj_tab[35] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_build_peaks_set, __pyx_k_A_1_HA_Q_WAT_A_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[35])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 519, 42};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_mapping, __pyx_mstate->__pyx_n_u_edge};
    __pyx_mstate_global->__pyx_codeobj_tab[36] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_build_edges_used, __pyx_k_A_Qa_HA_1D_E_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[36])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 6, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 528, 157};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_edge, __pyx_mstate->__pyx_n_u_match_annotation, __pyx_mstate->__pyx_n_u_key, __pyx_mstate->__pyx_n_u_edges, __pyx_mstate->__pyx_n_u_e};
    __pyx_mstate_global->__pyx_codeobj_tab[37] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_has_edge, __pyx_k_a_4_Cq_t_5Q_t84q_4s_a_D_AQ_q_E, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[37])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 550, 36};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peak};
    __pyx_mstate_global->__pyx_codeobj_tab[38] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_has_peak, __pyx_k_A_4_Cq_t_4A_uCt1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[38])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 555, 36};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaks_set};
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 142};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[40] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_t_MQUUddhhi_G1F_a_vWA_q_t_uCt, 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 = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[41] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k_6, 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 = {1, 0, 0, 8, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 592, 109};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_edges, __pyx_mstate->__pyx_n_u_starts, __pyx_mstate->__pyx_n_u_ends, __pyx_mstate->__pyx_n_u_annotations, __pyx_mstate->__pyx_n_u_edge, __pyx_mstate->__pyx_n_u_start, __pyx_mstate->__pyx_n_u_end, __pyx_mstate->__pyx_n_u_annotation};
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  {
    const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 715, 194};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_scan, __pyx_mstate->__pyx_n_u_graph, __pyx_mstate->__pyx_n_u_component, __pyx_mstate->__pyx_n_u_max_mass};
    __pyx_mstate_global->__pyx_codeobj_tab[46] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_find_complements, __pyx_k_a_q_aq_9G1_1_F_q_1_t_1_a_2_L_a, 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 = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 744, 87};
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    __pyx_mstate_global->__pyx_codeobj_tab[47] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_init_paths, __pyx_k_Qd_s_PRRS_M_nAV1_4q_t_r_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[47])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 11, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 759, 189};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_paths, __pyx_mstate->__pyx_n_u_groups, __pyx_mstate->__pyx_n_u_path, __pyx_mstate->__pyx_n_u_key, __pyx_mstate->__pyx_n_u_result, __pyx_mstate->__pyx_n_u_block_members, __pyx_mstate->__pyx_n_u_current_path, __pyx_mstate->__pyx_n_u_members, __pyx_mstate->__pyx_n_u_genexpr, __pyx_mstate->__pyx_n_u_genexpr};
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    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_paths, __pyx_mstate->__pyx_n_u_path_groups, __pyx_mstate->__pyx_n_u_merged_paths, __pyx_mstate->__pyx_n_u_group};
    __pyx_mstate_global->__pyx_codeobj_tab[49] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_merge_paths, __pyx_k_A_d_q_QgT_E_8_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[49])) goto bad;
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  {
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    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_scan, __pyx_mstate->__pyx_n_u_limit, __pyx_mstate->__pyx_n_u_merge, __pyx_mstate->__pyx_n_u_max_mass, __pyx_mstate->__pyx_n_u_graph, __pyx_mstate->__pyx_n_u_paths};
    __pyx_mstate_global->__pyx_codeobj_tab[50] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_spectrum_gra, __pyx_mstate->__pyx_n_u_paths, __pyx_k_1_Kq_q_Kq_q_1_D_AQ_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[50])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 97};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state, __pyx_mstate->__pyx_n_u_dict_2, __pyx_mstate->__pyx_n_u_use_setstate};
    __pyx_mstate_global->__pyx_codeobj_tab[51] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_k_T_d_G1F_a_vWA_q_t_wa_q_4q_4q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[51])) goto bad;
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 16, 11};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[52] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_k_q, 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 = {3, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 75};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_pyx_type, __pyx_mstate->__pyx_n_u_pyx_checksum, __pyx_mstate->__pyx_n_u_pyx_state, __pyx_mstate->__pyx_n_u_pyx_PickleError, __pyx_mstate->__pyx_n_u_pyx_result};
    __pyx_mstate_global->__pyx_codeobj_tab[53] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_pyx_unpickle_NodeBase, __pyx_k_hk_A_1_nnppq_881A_7_nA_1, 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 = {3, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 75};
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    __pyx_mstate_global->__pyx_codeobj_tab[54] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_pyx_unpickle_PeakNode, __pyx_k_hk_A_1_ttvvw_881A_7_nA_1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[54])) goto bad;
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  {
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  {
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  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1, 87};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_pyx_type, __pyx_mstate->__pyx_n_u_pyx_checksum, __pyx_mstate->__pyx_n_u_pyx_state, __pyx_mstate->__pyx_n_u_pyx_PickleError, __pyx_mstate->__pyx_n_u_pyx_result};
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  {
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    if (value) {
        #if CYTHON_COMPILING_IN_CPYTHON
        if (unlikely(((PyBaseExceptionObject*) value)->traceback != tb))
        #endif
            PyException_SetTraceback(value, tb);
    }
    tmp_value = tstate->current_exception;
    tstate->current_exception = value;
    Py_XDECREF(tmp_value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
#else
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#endif
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
#if PY_VERSION_HEX >= 0x030C00A6
    PyObject* exc_value;
    exc_value = tstate->current_exception;
    tstate->current_exception = 0;
    *value = exc_value;
    *type = NULL;
    *tb = NULL;
    if (exc_value) {
        *type = (PyObject*) Py_TYPE(exc_value);
        Py_INCREF(*type);
        #if CYTHON_COMPILING_IN_CPYTHON
        *tb = ((PyBaseExceptionObject*) exc_value)->traceback;
        Py_XINCREF(*tb);
        #else
        *tb = PyException_GetTraceback(exc_value);
        #endif
    }
#else
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#endif
}
#endif

/* PyObjectGetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro))
        return tp->tp_getattro(obj, attr_name);
    return PyObject_GetAttr(obj, attr_name);
}
#endif

/* PyObjectGetAttrStrNoError */
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        __Pyx_PyErr_Clear();
}
#endif
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
    PyObject *result;
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    (void) PyObject_GetOptionalAttr(obj, attr_name, &result);
    return result;
#else
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
    }
#endif
    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
    if (unlikely(!result)) {
        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
    }
    return result;
#endif
}

/* GetBuiltinName */
static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
    PyObject* result = __Pyx_PyObject_GetAttrStrNoError(__pyx_mstate_global->__pyx_b, name);
    if (unlikely(!result) && !PyErr_Occurred()) {
        PyErr_Format(PyExc_NameError,
            "name '%U' is not defined", name);
    }
    return result;
}

/* GetTopmostException */
#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
}

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

/* PyObjectCall */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = Py_TYPE(func)->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallMethO */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = __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 */
#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 PY_VERSION_HEX < 0x030800B1
    #if CYTHON_FAST_PYCCALL
    if (PyCFunction_Check(func)) {
        if (kwargs) {
            return _PyCFunction_FastCallDict(func, args, nargs, kwargs);
        } else {
            return _PyCFunction_FastCallKeywords(func, args, nargs, NULL);
        }
    }
    if (!kwargs && __Pyx_IS_TYPE(func, &PyMethodDescr_Type)) {
        return _PyMethodDescr_FastCallKeywords(func, args, nargs, NULL);
    }
    #endif
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs);
    }
    #endif
    #endif
    if (kwargs == NULL) {
        #if CYTHON_VECTORCALL && !CYTHON_COMPILING_IN_LIMITED_API
        vectorcallfunc f = __Pyx_PyVectorcall_Function(func);
        if (f) {
            return f(func, args, _nargs, NULL);
        }
        #elif defined(__Pyx_CyFunction_USED) && CYTHON_BACKPORT_VECTORCALL
        if (__Pyx_CyFunction_CheckExact(func)) {
            __pyx_vectorcallfunc f = __Pyx_CyFunction_func_vectorcall(func);
            if (f) return f(func, args, _nargs, NULL);
        }
        #elif CYTHON_COMPILING_IN_LIMITED_API && CYTHON_VECTORCALL
        return PyObject_Vectorcall(func, args, _nargs, NULL);
        #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
}

/* 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;
}

/* TupleAndListFromArray */
#if !CYTHON_COMPILING_IN_CPYTHON && CYTHON_METH_FASTCALL
static CYTHON_INLINE PyObject *
__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    Py_ssize_t i;
    if (n <= 0) {
        return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple);
    }
    res = PyTuple_New(n);
    if (unlikely(res == NULL)) return NULL;
    for (i = 0; i < n; i++) {
        if (unlikely(__Pyx_PyTuple_SET_ITEM(res, i, src[i]) < 0)) {
            Py_DECREF(res);
            return NULL;
        }
        Py_INCREF(src[i]);
    }
    return res;
}
#elif CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE void __Pyx_copy_object_array(PyObject *const *CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) {
    PyObject *v;
    Py_ssize_t i;
    for (i = 0; i < length; i++) {
        v = dest[i] = src[i];
        Py_INCREF(v);
    }
}
static CYTHON_INLINE PyObject *
__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    if (n <= 0) {
        return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple);
    }
    res = PyTuple_New(n);
    if (unlikely(res == NULL)) return NULL;
    __Pyx_copy_object_array(src, ((PyTupleObject*)res)->ob_item, n);
    return res;
}
static CYTHON_INLINE PyObject *
__Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    if (n <= 0) {
        return PyList_New(0);
    }
    res = PyList_New(n);
    if (unlikely(res == NULL)) return NULL;
    __Pyx_copy_object_array(src, ((PyListObject*)res)->ob_item, n);
    return res;
}
#endif

/* BytesEquals */
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 */
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

/* 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);
}

/* 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 {
        Py_ssize_t pos = 0;
#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments)
        if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return;
#endif
        PyDict_Next(kwds, &pos, &key, NULL);
        Py_INCREF(key);
    }
    if (likely(key)) {
        PyErr_Format(PyExc_TypeError,
            "%s() got an unexpected keyword argument '%U'",
            function_name, key);
        Py_DECREF(key);
    }
}

/* PyObjectVectorCallKwBuilder */
#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

/* 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 */
#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);
}

/* RaiseDoubleKeywords */
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);
}

/* UnpackUnboundCMethod */
#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;
}

/* 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);
    }
}

/* 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)
{
    Py_ssize_t pos = 0;
    PyObject *key = NULL;
    __Pyx_BEGIN_CRITICAL_SECTION(kwds);
    while (PyDict_Next(kwds, &pos, &key, NULL)) {
        PyObject** const *name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (!*name) {
            #if CYTHON_AVOID_BORROWED_REFS
            Py_INCREF(key);
            #endif
            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();
    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;
}
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);
}

/* 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;
}

/* 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;
}

/* 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

/* pep479 */
static void __Pyx_Generator_Replace_StopIteration(int in_async_gen) {
    PyObject *exc, *val, *tb, *cur_exc, *new_exc;
    __Pyx_PyThreadState_declare
    int is_async_stopiteration = 0;
    CYTHON_MAYBE_UNUSED_VAR(in_async_gen);
    __Pyx_PyThreadState_assign
    cur_exc = __Pyx_PyErr_CurrentExceptionType();
    if (likely(!__Pyx_PyErr_GivenExceptionMatches(cur_exc, PyExc_StopIteration))) {
        if (in_async_gen && unlikely(__Pyx_PyErr_GivenExceptionMatches(cur_exc, PyExc_StopAsyncIteration))) {
            is_async_stopiteration = 1;
        } else {
            return;
        }
    }
    __Pyx_GetException(&exc, &val, &tb);
    Py_XDECREF(exc);
    Py_XDECREF(tb);
    new_exc = PyObject_CallFunction(PyExc_RuntimeError, "s",
        is_async_stopiteration ? "async generator raised StopAsyncIteration" :
        in_async_gen ? "async generator raised StopIteration" :
        "generator raised StopIteration");
    if (!new_exc) {
        Py_XDECREF(val);
        return;
    }
    PyException_SetCause(new_exc, val); // steals ref to val
    PyErr_SetObject(PyExc_RuntimeError, new_exc);
}

/* LimitedApiGetTypeDict */
#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 */
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 */
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);
#if PY_VERSION_HEX >= 0x030800b4
                    type->tp_vectorcall_offset = memb->offset;
#else
                    type->tp_print = (printfunc) memb->offset;
#endif
                    changed = 1;
                }
#endif  // CYTHON_METH_FASTCALL
                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;
                }
            }
            memb++;
        }
    }
#endif  // !CYTHON_COMPILING_IN_LIMITED_API
    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;
        }
    }
    if (changed)
        PyType_Modified(type);
#endif  // PY_VERSION_HEX > 0x030900B1
    return 0;
}

/* FetchSharedCythonModule */
static PyObject *__Pyx_FetchSharedCythonABIModule(void) {
    return __Pyx_PyImport_AddModuleRef(__PYX_ABI_MODULE_NAME);
}

/* dict_setdefault */
static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value,
                                                       int is_safe_type) {
    PyObject* value;
    CYTHON_MAYBE_UNUSED_VAR(is_safe_type);
#if CYTHON_COMPILING_IN_LIMITED_API
    value = PyObject_CallMethod(d, "setdefault", "OO", key, default_value);
#elif PY_VERSION_HEX >= 0x030d0000
    PyDict_SetDefaultRef(d, key, default_value, &value);
#else
    value = PyDict_SetDefault(d, key, default_value);
    if (unlikely(!value)) return NULL;
    Py_INCREF(value);
#endif
    return value;
}

/* FetchCommonType */
#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;
    }
    CYTHON_UNUSED_VAR(module);
    cached_type = __Pyx_PyType_FromMetaclass(metaclass, 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, 1);
    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 */
PyObject* __pyx_CommonTypesMetaclass_get_module(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED void* context) {
    return PyUnicode_FromString(__PYX_ABI_MODULE_NAME);
}
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},
    {0, 0}
};
static PyType_Spec __pyx_CommonTypesMetaclass_spec = {
    __PYX_TYPE_MODULE_PREFIX "_common_types_metatype",
    0,
    0,
#if PY_VERSION_HEX >= 0x030A0000
    Py_TPFLAGS_IMMUTABLETYPE |
    Py_TPFLAGS_DISALLOW_INSTANTIATION |
#endif
    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);
    if (unlikely(mstate->__pyx_CommonTypesMetaclassType == NULL)) {
        return -1;
    }
    return 0;
}

/* CallTypeTraverse */
#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

/* PyMethodNew */
#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 */
#if CYTHON_METH_FASTCALL && (CYTHON_VECTORCALL || CYTHON_BACKPORT_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, pos;
    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 = i = 0;
    keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS;
    while (PyDict_Next(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
        Py_INCREF(key);
        Py_INCREF(value);
        #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:
    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 */
#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;
}
static PyObject *
__Pyx_CyFunction_get_dict_locked(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    PyObject *result;
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    result = __Pyx_CyFunction_get_dict_locked(op);
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    Py_INCREF(value);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    __Pyx_Py_XDECREF_SET(op->func_dict, value);
    __Pyx_END_CRITICAL_SECTION();
    return 0;
}
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},
    {"func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {"__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {"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
    {"__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0},
#if CYTHON_METH_FASTCALL
#if CYTHON_BACKPORT_VECTORCALL || 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
    op->func_dict = NULL;
    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
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
#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
    Py_VISIT(m->func_dict);
    __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;
}
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 || CYTHON_BACKPORT_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 || CYTHON_BACKPORT_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;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    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;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    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;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    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);
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    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_PyCMethod)(void(*)(void))meth)(self, cls, args, (size_t)nargs, 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 >= 0x030A0000
    Py_TPFLAGS_IMMUTABLETYPE |
#endif
    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;
}

/* 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,
                                                              CYTHON_NCP_UNUSED int wraparound,
                                                              CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS && !CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              CYTHON_NCP_UNUSED int wraparound,
                                                              CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyTuple_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
                                                     CYTHON_NCP_UNUSED int wraparound,
                                                     CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
            return __Pyx_PyList_GetItemRef(o, n);
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (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 (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
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
}

/* 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;
}

/* PyObjectCall2Args */
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);
}

/* PyObjectCallOneArg */
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);
}

/* PyObjectGetMethod */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
    PyObject *attr;
#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
    __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;
}

/* PyObjectCallMethod1 */
#if !(CYTHON_VECTORCALL && __PYX_LIMITED_VERSION_HEX >= 0x030C0000)
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
    PyObject *args[2] = {obj, arg};
    (void) __Pyx_PyObject_GetMethod;
    (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
}

/* 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;
}

/* 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, x;
#ifdef HAVE_LONG_LONG
    const PY_LONG_LONG llb = intval;
    PY_LONG_LONG lla, llx;
#endif
    if (unlikely(__Pyx_PyLong_IsZero(op1))) {
        return __Pyx_NewRef(op2);
    }
    if (likely(__Pyx_PyLong_IsCompact(op1))) {
        a = __Pyx_PyLong_CompactValue(op1);
    } else {
        const digit* digits = __Pyx_PyLong_Digits(op1);
        const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(op1);
        switch (size) {
            case -2:
                if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                    a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                    break;
                #ifdef HAVE_LONG_LONG
                } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                    lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                    goto long_long;
                #endif
                }
                CYTHON_FALLTHROUGH;
            case 2:
                if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                    a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                    break;
                #ifdef HAVE_LONG_LONG
                } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                    lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                    goto long_long;
                #endif
                }
                CYTHON_FALLTHROUGH;
            case -3:
                if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                    a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                    break;
                #ifdef HAVE_LONG_LONG
                } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                    lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                    goto long_long;
                #endif
                }
                CYTHON_FALLTHROUGH;
            case 3:
                if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                    a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                    break;
                #ifdef HAVE_LONG_LONG
                } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                    lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                    goto long_long;
                #endif
                }
                CYTHON_FALLTHROUGH;
            case -4:
                if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                    a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                    break;
                #ifdef HAVE_LONG_LONG
                } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                    lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                    goto long_long;
                #endif
                }
                CYTHON_FALLTHROUGH;
            case 4:
                if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                    a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                    break;
                #ifdef HAVE_LONG_LONG
                } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                    lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                    goto long_long;
                #endif
                }
                CYTHON_FALLTHROUGH;
            default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
        }
    }
            x = a + b;
        return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
    long_long:
            llx = lla + llb;
        return PyLong_FromLongLong(llx);
#endif
    return __Pyx_Fallback___Pyx_PyLong_AddObjC(op1, op2, inplace);
    
    
}
#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

/* 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;
}

/* 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;
}

/* 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);
    }
    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

/* 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));
}

/* PyLongCompare */
static CYTHON_INLINE PyObject* __Pyx_PyLong_EqObjC(PyObject *op1, PyObject *op2, long intval, long inplace) {
    CYTHON_MAYBE_UNUSED_VAR(intval);
    CYTHON_UNUSED_VAR(inplace);
    if (op1 == op2) {
        Py_RETURN_TRUE;
    }
    #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) {
            if (__Pyx_PyLong_IsZero(op1) == 1) Py_RETURN_TRUE; else Py_RETURN_FALSE;
        } else if (intval < 0) {
            if (__Pyx_PyLong_IsNonNeg(op1))
                Py_RETURN_FALSE;
            intval = -intval;
        } else {
            if (__Pyx_PyLong_IsNeg(op1))
                Py_RETURN_FALSE;
        }
        uintval = (unsigned long) intval;
#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 4)) {
            unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 3)) {
            unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 2)) {
            unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 1)) {
            unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
            unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
        if (unequal == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = __Pyx_PyFloat_AS_DOUBLE(op1);
        if ((double)a == (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    return (
        PyObject_RichCompare(op1, op2, Py_EQ));
}

/* 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;
}

/* UnicodeConcatInPlace */
# if CYTHON_COMPILING_IN_CPYTHON
static int
__Pyx_unicode_modifiable(PyObject *unicode)
{
    if (Py_REFCNT(unicode) != 1)
        return 0;
    if (!PyUnicode_CheckExact(unicode))
        return 0;
    if (PyUnicode_CHECK_INTERNED(unicode))
        return 0;
    return 1;
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_ConcatInPlaceImpl(PyObject **p_left, PyObject *right
        #if CYTHON_REFNANNY
        , void* __pyx_refnanny
        #endif
    ) {
    PyObject *left = *p_left;
    Py_ssize_t left_len, right_len, new_len;
    if (unlikely(__Pyx_PyUnicode_READY(left) == -1))
        return NULL;
    if (unlikely(__Pyx_PyUnicode_READY(right) == -1))
        return NULL;
    left_len = PyUnicode_GET_LENGTH(left);
    if (left_len == 0) {
        Py_INCREF(right);
        return right;
    }
    right_len = PyUnicode_GET_LENGTH(right);
    if (right_len == 0) {
        Py_INCREF(left);
        return left;
    }
    if (unlikely(left_len > PY_SSIZE_T_MAX - right_len)) {
        PyErr_SetString(PyExc_OverflowError,
                        "strings are too large to concat");
        return NULL;
    }
    new_len = left_len + right_len;
    if (__Pyx_unicode_modifiable(left)
            && PyUnicode_CheckExact(right)
            && PyUnicode_KIND(right) <= PyUnicode_KIND(left)
            && !(PyUnicode_IS_ASCII(left) && !PyUnicode_IS_ASCII(right))) {
        int ret;
        __Pyx_GIVEREF(*p_left);
        ret = PyUnicode_Resize(p_left, new_len);
        __Pyx_GOTREF(*p_left);
        if (unlikely(ret != 0))
            return NULL;
        #if PY_VERSION_HEX >= 0x030d0000
        if (unlikely(PyUnicode_CopyCharacters(*p_left, left_len, right, 0, right_len) < 0)) return NULL;
        #else
        _PyUnicode_FastCopyCharacters(*p_left, left_len, right, 0, right_len);
        #endif
        __Pyx_INCREF(*p_left);
        __Pyx_GIVEREF(*p_left);
        return *p_left;
    } else {
        return __Pyx_PyUnicode_Concat(left, right);
    }
  }
#endif

/* RaiseUnboundLocalError */
static void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

/* 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;
}

/* PyObjectCallNoArg */
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 */
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));
}

/* PyObjectCallMethod0 */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
    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;
}

/* 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");
}

/* 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);
}

/* 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();
}

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

/* UnpackTupleError */
static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
    if (t == Py_None) {
      __Pyx_RaiseNoneNotIterableError();
    } else {
      Py_ssize_t size = __Pyx_PyTuple_GET_SIZE(t);
 #if !CYTHON_ASSUME_SAFE_SIZE
      if (unlikely(size < 0)) return;
 #endif
      if (size < index) {
        __Pyx_RaiseNeedMoreValuesError(size);
      } else {
        __Pyx_RaiseTooManyValuesError(index);
      }
    }
}

/* UnpackTuple2 */
static CYTHON_INLINE int __Pyx_unpack_tuple2(
        PyObject* tuple, PyObject** value1, PyObject** value2, int is_tuple, int has_known_size, int decref_tuple) {
    if (likely(is_tuple || PyTuple_Check(tuple))) {
        Py_ssize_t size;
        if (has_known_size) {
            return __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple);
        }
        size = __Pyx_PyTuple_GET_SIZE(tuple);
        if (likely(size == 2)) {
            return __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple);
        }
        if (size >= 0) {
            __Pyx_UnpackTupleError(tuple, 2);
        }
        return -1;
    } else {
        return __Pyx_unpack_tuple2_generic(tuple, value1, value2, has_known_size, decref_tuple);
    }
}
static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
        PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) {
    PyObject *value1 = NULL, *value2 = NULL;
#if CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS
    value1 = __Pyx_PySequence_ITEM(tuple, 0);  if (unlikely(!value1)) goto bad;
    value2 = __Pyx_PySequence_ITEM(tuple, 1);  if (unlikely(!value2)) goto bad;
#else
    value1 = PyTuple_GET_ITEM(tuple, 0);  Py_INCREF(value1);
    value2 = PyTuple_GET_ITEM(tuple, 1);  Py_INCREF(value2);
#endif
    if (decref_tuple) {
        Py_DECREF(tuple);
    }
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
#if CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS
bad:
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
#endif
}
static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
                                       int has_known_size, int decref_tuple) {
    Py_ssize_t index;
    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
    iternextfunc iternext;
    iter = PyObject_GetIter(tuple);
    if (unlikely(!iter)) goto bad;
    if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
    iternext = __Pyx_PyObject_GetIterNextFunc(iter);
    value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
    value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
    if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
    Py_DECREF(iter);
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
unpacking_failed:
    if (!has_known_size && __Pyx_IterFinish() == 0)
        __Pyx_RaiseNeedMoreValuesError(index);
bad:
    Py_XDECREF(iter);
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
}

/* dict_iter */
#if CYTHON_COMPILING_IN_PYPY
#include <string.h>
#endif
static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_source_is_dict) {
    is_dict = is_dict || likely(PyDict_CheckExact(iterable));
    *p_source_is_dict = is_dict;
    if (is_dict) {
#if !CYTHON_COMPILING_IN_PYPY
        *p_orig_length = PyDict_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
#else
        static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL;
        PyObject **pp = NULL;
        if (method_name) {
            const char *name = PyUnicode_AsUTF8(method_name);
            if (strcmp(name, "iteritems") == 0) pp = &py_items;
            else if (strcmp(name, "iterkeys") == 0) pp = &py_keys;
            else if (strcmp(name, "itervalues") == 0) pp = &py_values;
            if (pp) {
                if (!*pp) {
                    *pp = PyUnicode_FromString(name + 4);
                    if (!*pp)
                        return NULL;
                }
                method_name = *pp;
            }
        }
#endif
    }
    *p_orig_length = 0;
    if (method_name) {
        PyObject* iter;
        iterable = __Pyx_PyObject_CallMethod0(iterable, method_name);
        if (!iterable)
            return NULL;
#if !CYTHON_COMPILING_IN_PYPY
        if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
            return iterable;
#endif
        iter = PyObject_GetIter(iterable);
        Py_DECREF(iterable);
        return iter;
    }
    return PyObject_GetIter(iterable);
}
#if !CYTHON_COMPILING_IN_PYPY
static CYTHON_INLINE int __Pyx_dict_iter_next_source_is_dict(
        PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos,
        PyObject** pkey, PyObject** pvalue, PyObject** pitem) {
    PyObject *key, *value;
    if (unlikely(orig_length != PyDict_Size(iter_obj))) {
        PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
        return -1;
    }
    if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
        return 0;
    }
    if (pitem) {
        PyObject* tuple = PyTuple_New(2);
        if (unlikely(!tuple)) {
            return -1;
        }
        Py_INCREF(key);
        Py_INCREF(value);
        #if CYTHON_ASSUME_SAFE_MACROS
        PyTuple_SET_ITEM(tuple, 0, key);
        PyTuple_SET_ITEM(tuple, 1, value);
        #else
        if (unlikely(PyTuple_SetItem(tuple, 0, key) < 0)) {
            Py_DECREF(value);
            Py_DECREF(tuple);
            return -1;
        }
        if (unlikely(PyTuple_SetItem(tuple, 1, value) < 0)) {
            Py_DECREF(tuple);
            return -1;
        }
        #endif
        *pitem = tuple;
    } else {
        if (pkey) {
            Py_INCREF(key);
            *pkey = key;
        }
        if (pvalue) {
            Py_INCREF(value);
            *pvalue = value;
        }
    }
    return 1;
}
#endif
static CYTHON_INLINE int __Pyx_dict_iter_next(
        PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos,
        PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
    PyObject* next_item;
#if !CYTHON_COMPILING_IN_PYPY
    if (source_is_dict) {
        int result;
#if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
        Py_BEGIN_CRITICAL_SECTION(iter_obj);
#endif
        result = __Pyx_dict_iter_next_source_is_dict(iter_obj, orig_length, ppos, pkey, pvalue, pitem);
#if PY_VERSION_HEX >= 0x030d0000 && !CYTHON_COMPILING_IN_LIMITED_API
        Py_END_CRITICAL_SECTION();
#endif
        return result;
    } else if (PyTuple_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        Py_ssize_t tuple_size = __Pyx_PyTuple_GET_SIZE(iter_obj);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(tuple_size < 0)) return -1;
        #endif
        if (unlikely(pos >= tuple_size)) return 0;
        *ppos = pos + 1;
        #if CYTHON_ASSUME_SAFE_MACROS
        next_item = PyTuple_GET_ITEM(iter_obj, pos);
        #else
        next_item = PyTuple_GetItem(iter_obj, pos);
        if (unlikely(!next_item)) return -1;
        #endif
        Py_INCREF(next_item);
    } else if (PyList_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        Py_ssize_t list_size = __Pyx_PyList_GET_SIZE(iter_obj);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(list_size < 0)) return -1;
        #endif
        if (unlikely(pos >= list_size)) return 0;
        *ppos = pos + 1;
        #if CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
        next_item = PyList_GetItemRef(iter_obj, pos);
        if (unlikely(!next_item)) return -1;
        #elif CYTHON_ASSUME_SAFE_MACROS
        next_item = PyList_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
        #else
        next_item = PyList_GetItem(iter_obj, pos);
        if (unlikely(!next_item)) return -1;
        Py_INCREF(next_item);
        #endif
    } else
#endif
    {
        next_item = PyIter_Next(iter_obj);
        if (unlikely(!next_item)) {
            return __Pyx_IterFinish();
        }
    }
    if (pitem) {
        *pitem = next_item;
    } else if (pkey && pvalue) {
        if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
            return -1;
    } else if (pkey) {
        *pkey = next_item;
    } else {
        *pvalue = next_item;
    }
    return 1;
}

/* SliceObject */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj,
        Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
    __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;
}

/* py_abs */
#if CYTHON_USE_PYLONG_INTERNALS
static PyObject *__Pyx_PyLong_AbsNeg(PyObject *n) {
#if PY_VERSION_HEX >= 0x030C00A7
    if (likely(__Pyx_PyLong_IsCompact(n))) {
        return PyLong_FromSize_t(__Pyx_PyLong_CompactValueUnsigned(n));
    }
#else
    if (likely(Py_SIZE(n) == -1)) {
        return PyLong_FromUnsignedLong(__Pyx_PyLong_Digits(n)[0]);
    }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
    {
        PyObject *copy = _PyLong_Copy((PyLongObject*)n);
        if (likely(copy)) {
            #if PY_VERSION_HEX >= 0x030C00A7
            ((PyLongObject*)copy)->long_value.lv_tag = ((PyLongObject*)copy)->long_value.lv_tag & ~_PyLong_SIGN_MASK;
            #else
            __Pyx_SET_SIZE(copy, -Py_SIZE(copy));
            #endif
        }
        return copy;
    }
#else
    return PyNumber_Negative(n);
#endif
}
#endif

/* Import */
static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
    PyObject *module = 0;
    PyObject *empty_dict = 0;
    PyObject *empty_list = 0;
    empty_dict = PyDict_New();
    if (unlikely(!empty_dict))
        goto bad;
    if (level == -1) {
        const char* package_sep = strchr(__Pyx_MODULE_NAME, '.');
        if (package_sep != (0)) {
            module = PyImport_ImportModuleLevelObject(
                name, __pyx_mstate_global->__pyx_d, 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, __pyx_mstate_global->__pyx_d, empty_dict, from_list, level);
    }
bad:
    Py_XDECREF(empty_dict);
    Py_XDECREF(empty_list);
    return module;
}

/* ImportFrom */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        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;
}

/* HasAttr */
#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

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

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

/* ValidateBasesTuple */
#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 */
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 */
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);
  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_1_2
#define __PYX_HAVE_RT_ImportType_3_1_2
static PyTypeObject *__Pyx_ImportType_3_1_2(PyObject *module, const char *module_name, const char *class_name,
    size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_1_2 check_size)
{
    PyObject *result = 0;
    Py_ssize_t basicsize;
    Py_ssize_t itemsize;
#if 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 !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_1_2 &&
            ((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_1_2 && (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

/* ListPack */
static PyObject *__Pyx_PyList_Pack(Py_ssize_t n, ...) {
    va_list va;
    PyObject *l = PyList_New(n);
    va_start(va, n);
    if (unlikely(!l)) goto end;
    for (Py_ssize_t i=0; i<n; ++i) {
        PyObject *arg = va_arg(va, PyObject*);
        Py_INCREF(arg);
        if (__Pyx_PyList_SET_ITEM(l, i, arg) != (0)) {
            Py_CLEAR(l);
            goto end;
        }
    }
    end:
    va_end(va);
    return l;
}

/* ImportDottedModule */
static PyObject *__Pyx__ImportDottedModule_Error(PyObject *name, PyObject *parts_tuple, Py_ssize_t count) {
    PyObject *partial_name = NULL, *slice = NULL, *sep = NULL;
    Py_ssize_t size;
    if (unlikely(PyErr_Occurred())) {
        PyErr_Clear();
    }
#if CYTHON_ASSUME_SAFE_SIZE
    size = PyTuple_GET_SIZE(parts_tuple);
#else
    size = PyTuple_Size(parts_tuple);
    if (size < 0) goto bad;
#endif
    if (likely(size == count)) {
        partial_name = name;
    } else {
        slice = PySequence_GetSlice(parts_tuple, 0, count);
        if (unlikely(!slice))
            goto bad;
        sep = PyUnicode_FromStringAndSize(".", 1);
        if (unlikely(!sep))
            goto bad;
        partial_name = PyUnicode_Join(sep, slice);
    }
    PyErr_Format(
        PyExc_ModuleNotFoundError,
        "No module named '%U'", partial_name);
bad:
    Py_XDECREF(sep);
    Py_XDECREF(slice);
    Py_XDECREF(partial_name);
    return NULL;
}
static PyObject *__Pyx__ImportDottedModule_Lookup(PyObject *name) {
    PyObject *imported_module;
#if (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM  < 0x07030400) ||\
        CYTHON_COMPILING_IN_GRAAL
    PyObject *modules = PyImport_GetModuleDict();
    if (unlikely(!modules))
        return NULL;
    imported_module = __Pyx_PyDict_GetItemStr(modules, name);
    Py_XINCREF(imported_module);
#else
    imported_module = PyImport_GetModule(name);
#endif
    return imported_module;
}
static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple) {
    Py_ssize_t i, nparts;
#if CYTHON_ASSUME_SAFE_SIZE
    nparts = PyTuple_GET_SIZE(parts_tuple);
#else
    nparts = PyTuple_Size(parts_tuple);
    if (nparts < 0) return NULL;
#endif
    for (i=1; i < nparts && module; i++) {
        PyObject *part, *submodule;
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        part = PyTuple_GET_ITEM(parts_tuple, i);
#else
        part = __Pyx_PySequence_ITEM(parts_tuple, i);
        if (!part) return NULL;
#endif
        submodule = __Pyx_PyObject_GetAttrStrNoError(module, part);
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
        Py_DECREF(part);
#endif
        Py_DECREF(module);
        module = submodule;
    }
    if (unlikely(!module)) {
        return __Pyx__ImportDottedModule_Error(name, parts_tuple, i);
    }
    return module;
}
static PyObject *__Pyx__ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
    PyObject *imported_module;
    PyObject *module = __Pyx_Import(name, NULL, 0);
    if (!parts_tuple || unlikely(!module))
        return module;
    imported_module = __Pyx__ImportDottedModule_Lookup(name);
    if (likely(imported_module)) {
        Py_DECREF(module);
        return imported_module;
    }
    PyErr_Clear();
    return __Pyx_ImportDottedModule_WalkParts(module, name, parts_tuple);
}
static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *module = __Pyx__ImportDottedModule_Lookup(name);
    if (likely(module)) {
        PyObject *spec = __Pyx_PyObject_GetAttrStrNoError(module, __pyx_mstate_global->__pyx_n_u_spec);
        if (likely(spec)) {
            PyObject *unsafe = __Pyx_PyObject_GetAttrStrNoError(spec, __pyx_mstate_global->__pyx_n_u_initializing);
            if (likely(!unsafe || !__Pyx_PyObject_IsTrue(unsafe))) {
                Py_DECREF(spec);
                spec = NULL;
            }
            Py_XDECREF(unsafe);
        }
        if (likely(!spec)) {
            PyErr_Clear();
            return module;
        }
        Py_DECREF(spec);
        Py_DECREF(module);
    } else if (PyErr_Occurred()) {
        PyErr_Clear();
    }
#endif
    return __Pyx__ImportDottedModule(name, parts_tuple);
}

/* 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
        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
}

/* 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;
}

/* pybytes_as_double */
static double __Pyx_SlowPyString_AsDouble(PyObject *obj) {
    PyObject *float_value = PyFloat_FromString(obj);
    if (likely(float_value)) {
        double value = __Pyx_PyFloat_AS_DOUBLE(float_value);
        Py_DECREF(float_value);
        return value;
    }
    return (double)-1;
}
static const char* __Pyx__PyBytes_AsDouble_Copy(const char* start, char* buffer, Py_ssize_t length) {
    int last_was_punctuation = 1;
    int parse_error_found = 0;
    Py_ssize_t i;
    for (i=0; i < length; i++) {
        char chr = start[i];
        int is_punctuation = (chr == '_') | (chr == '.') | (chr == 'e') | (chr == 'E');
        *buffer = chr;
        buffer += (chr != '_');
        parse_error_found |= last_was_punctuation & is_punctuation;
        last_was_punctuation = is_punctuation;
    }
    parse_error_found |= last_was_punctuation;
    *buffer = '\0';
    return unlikely(parse_error_found) ? NULL : buffer;
}
static double __Pyx__PyBytes_AsDouble_inf_nan(const char* start, Py_ssize_t length) {
    int matches = 1;
    char sign = start[0];
    int is_signed = (sign == '+') | (sign == '-');
    start += is_signed;
    length -= is_signed;
    switch (start[0]) {
        #ifdef Py_NAN
        case 'n':
        case 'N':
            if (unlikely(length != 3)) goto parse_failure;
            matches &= (start[1] == 'a' || start[1] == 'A');
            matches &= (start[2] == 'n' || start[2] == 'N');
            if (unlikely(!matches)) goto parse_failure;
            return (sign == '-') ? -Py_NAN : Py_NAN;
        #endif
        case 'i':
        case 'I':
            if (unlikely(length < 3)) goto parse_failure;
            matches &= (start[1] == 'n' || start[1] == 'N');
            matches &= (start[2] == 'f' || start[2] == 'F');
            if (likely(length == 3 && matches))
                return (sign == '-') ? -Py_HUGE_VAL : Py_HUGE_VAL;
            if (unlikely(length != 8)) goto parse_failure;
            matches &= (start[3] == 'i' || start[3] == 'I');
            matches &= (start[4] == 'n' || start[4] == 'N');
            matches &= (start[5] == 'i' || start[5] == 'I');
            matches &= (start[6] == 't' || start[6] == 'T');
            matches &= (start[7] == 'y' || start[7] == 'Y');
            if (unlikely(!matches)) goto parse_failure;
            return (sign == '-') ? -Py_HUGE_VAL : Py_HUGE_VAL;
        case '.': case '0': case '1': case '2': case '3': case '4': case '5': case '6': case '7': case '8': case '9':
            break;
        default:
            goto parse_failure;
    }
    return 0.0;
parse_failure:
    return -1.0;
}
static CYTHON_INLINE int __Pyx__PyBytes_AsDouble_IsSpace(char ch) {
    return (ch == 0x20) | !((ch < 0x9) | (ch > 0xd));
}
CYTHON_UNUSED static double __Pyx__PyBytes_AsDouble(PyObject *obj, const char* start, Py_ssize_t length) {
    double value;
    Py_ssize_t i, digits;
    const char *last = start + length;
    char *end;
    while (__Pyx__PyBytes_AsDouble_IsSpace(*start))
        start++;
    while (start < last - 1 && __Pyx__PyBytes_AsDouble_IsSpace(last[-1]))
        last--;
    length = last - start;
    if (unlikely(length <= 0)) goto fallback;
    value = __Pyx__PyBytes_AsDouble_inf_nan(start, length);
    if (unlikely(value == -1.0)) goto fallback;
    if (value != 0.0) return value;
    digits = 0;
    for (i=0; i < length; digits += start[i++] != '_');
    if (likely(digits == length)) {
        value = PyOS_string_to_double(start, &end, NULL);
    } else if (digits < 40) {
        char number[40];
        last = __Pyx__PyBytes_AsDouble_Copy(start, number, length);
        if (unlikely(!last)) goto fallback;
        value = PyOS_string_to_double(number, &end, NULL);
    } else {
        char *number = (char*) PyMem_Malloc((digits + 1) * sizeof(char));
        if (unlikely(!number)) goto fallback;
        last = __Pyx__PyBytes_AsDouble_Copy(start, number, length);
        if (unlikely(!last)) {
            PyMem_Free(number);
            goto fallback;
        }
        value = PyOS_string_to_double(number, &end, NULL);
        PyMem_Free(number);
    }
    if (likely(end == last) || (value == (double)-1 && PyErr_Occurred())) {
        return value;
    }
fallback:
    return __Pyx_SlowPyString_AsDouble(obj);
}

/* CLineInTraceback */
#if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) {
    PyObject *use_cline;
    PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject **cython_runtime_dict;
#endif
    CYTHON_MAYBE_UNUSED_VAR(tstate);
    if (unlikely(!__pyx_mstate_global->__pyx_cython_runtime)) {
        return c_line;
    }
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_mstate_global->__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
        __Pyx_BEGIN_CRITICAL_SECTION(*cython_runtime_dict);
        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
            use_cline, *cython_runtime_dict,
            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_mstate_global->__pyx_n_u_cline_in_traceback))
        Py_XINCREF(use_cline);
        __Pyx_END_CRITICAL_SECTION();
    } else
#endif
    {
      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStrNoError(__pyx_mstate_global->__pyx_cython_runtime, __pyx_mstate_global->__pyx_n_u_cline_in_traceback);
      if (use_cline_obj) {
        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
        Py_INCREF(use_cline);
        Py_DECREF(use_cline_obj);
      } else {
        PyErr_Clear();
        use_cline = NULL;
      }
    }
    if (!use_cline) {
        c_line = 0;
        (void) PyObject_SetAttr(__pyx_mstate_global->__pyx_cython_runtime, __pyx_mstate_global->__pyx_n_u_cline_in_traceback, Py_False);
    }
    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
        c_line = 0;
    }
    Py_XDECREF(use_cline);
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

/* CodeObjectCache */
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = start + (end - start) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static __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) {
        (void) __pyx_cfilenm;
        (void) __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;
        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

/* 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;\
    }

/* ToPyCTupleUtility */
static PyObject* __pyx_convert__to_py___pyx_ctuple_size_t__and_size_t(__pyx_ctuple_size_t__and_size_t value) {
    PyObject* items[2] = { 0, 0 };
    PyObject* result = NULL;
        items[0] = __Pyx_PyLong_FromSize_t(value.f0);
        if (unlikely(!items[0])) goto bad;
        items[1] = __Pyx_PyLong_FromSize_t(value.f1);
        if (unlikely(!items[1])) goto bad;
    result = PyTuple_New(2);
    if (unlikely(!result)) goto bad;
    for (Py_ssize_t i=0; i<2; ++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=1; i >= 0; --i) {
        Py_XDECREF(items[i]);
    }
    return NULL;
}

/* FromPyCTupleUtility */
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS
static void __Pyx_tuple___pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(PyObject * o, __pyx_ctuple_size_t__and_size_t *result) {
        result->f0 = __Pyx_PyLong_As_size_t(PyTuple_GET_ITEM(o, 0));
        if ((result->f0 == (size_t)-1) && PyErr_Occurred()) goto bad;
        result->f1 = __Pyx_PyLong_As_size_t(PyTuple_GET_ITEM(o, 1));
        if ((result->f1 == (size_t)-1) && PyErr_Occurred()) goto bad;
    return;
bad:
    return;
}
static void __Pyx_list___pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(PyObject * o, __pyx_ctuple_size_t__and_size_t *result) {
        result->f0 = __Pyx_PyLong_As_size_t(PyList_GET_ITEM(o, 0));
        if ((result->f0 == (size_t)-1) && PyErr_Occurred()) goto bad;
        result->f1 = __Pyx_PyLong_As_size_t(PyList_GET_ITEM(o, 1));
        if ((result->f1 == (size_t)-1) && PyErr_Occurred()) goto bad;
    return;
bad:
    return;
}
#endif
static void __Pyx_seq___pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(PyObject * o, __pyx_ctuple_size_t__and_size_t *result) {
    if (unlikely(!PySequence_Check(o))) {
        __Pyx_TypeName o_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(o));
        PyErr_Format(PyExc_TypeError,
                     "Expected a sequence of size %zd, got " __Pyx_FMT_TYPENAME, (Py_ssize_t) 2, o_type_name);
        __Pyx_DECREF_TypeName(o_type_name);
        goto bad;
    } else if (unlikely(PySequence_Length(o) != 2)) {
        PyErr_Format(PyExc_TypeError,
                     "Expected a sequence of size %zd, got size %zd", (Py_ssize_t) 2, PySequence_Length(o));
        goto bad;
    }
    {
        PyObject *item;
        item = __Pyx_PySequence_ITEM(o, 0);  if (unlikely(!item)) goto bad;
        result->f0 = __Pyx_PyLong_As_size_t(item);
        Py_DECREF(item);
        if ((result->f0 == (size_t)-1) && PyErr_Occurred()) goto bad;
        item = __Pyx_PySequence_ITEM(o, 1);  if (unlikely(!item)) goto bad;
        result->f1 = __Pyx_PyLong_As_size_t(item);
        Py_DECREF(item);
        if ((result->f1 == (size_t)-1) && PyErr_Occurred()) goto bad;
    }
    return;
bad:
    return;
}
static CYTHON_INLINE __pyx_ctuple_size_t__and_size_t __pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(PyObject * o) {
    __pyx_ctuple_size_t__and_size_t result;
    #if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS
    if (likely(PyTuple_Check(o) && PyTuple_GET_SIZE(o) == 2)) {
        __Pyx_tuple___pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(o, &result);
    } else if (likely(PyList_Check(o) && PyList_GET_SIZE(o) == 2)) {
        __Pyx_list___pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(o, &result);
    } else
    #endif
    {
        __Pyx_seq___pyx_convert__from_py___pyx_ctuple_size_t__and_size_t(o, &result);
    }
    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

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

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

/* 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 defined(HAVE_LONG_LONG) && !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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        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_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 defined(HAVE_LONG_LONG) && !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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        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
    }
}

/* 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__3);
    }
    goto done;
}
#endif

/* 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

/* 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

/* IterNextPlain */
#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
}

/* ReturnWithStopIteration */
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 */
#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 (gen->gi_weakreflist != NULL)
        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
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    Py_XINCREF(module_name);
    gen->gi_modulename = module_name;
    Py_XINCREF(code);
    gen->gi_code = code;
    gen->gi_frame = NULL;
    PyObject_GC_Track(gen);
    return gen;
}
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 */
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},
    {"__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CoroutineObject, gi_weakreflist), READONLY, 0},
    {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 >= 0x030A0000
    Py_TPFLAGS_IMMUTABLETYPE |
#endif
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE | __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;
}

/* GetRuntimeVersion */
static unsigned long __Pyx_get_runtime_version(void) {
#if __PYX_LIMITED_VERSION_HEX >= 0x030b0000
    return Py_Version & ~0xFFUL;
#else
    static unsigned long __Pyx_cached_runtime_version = 0;
    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;
    }
    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);
    }
}

/* VoidPtrImport */
#ifndef __PYX_HAVE_RT_ImportVoidPtr_3_1_2
#define __PYX_HAVE_RT_ImportVoidPtr_3_1_2
static int __Pyx_ImportVoidPtr_3_1_2(PyObject *module, const char *name, void **p, const char *sig) {
    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 variable %.200s",
                PyModule_GetName(module), name);
        goto bad;
    }
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    *p = PyCapsule_GetPointer(cobj, sig);
    if (!(*p))
        goto bad;
    Py_DECREF(d);
    Py_DECREF(cobj);
    return 0;
bad:
    Py_XDECREF(d);
    Py_XDECREF(cobj);
    return -1;
}
#endif

/* 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);
    return result;
  }
#elif PY_VERSION_HEX >= 0x030800B2 && !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,
        const char *line_table,
        PyObject *tuple_dedup_map
) {
    PyObject *code_obj = NULL, *varnames_tuple_dedup = NULL, *code_bytes = NULL, *line_table_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) {
        line_table_bytes = PyBytes_FromStringAndSize(line_table, descr.line_table_length);
        if (unlikely(!line_table_bytes)) goto done;
        Py_ssize_t code_len = (descr.line_table_length * 2 + 4) & ~3;
        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_bytes) ? line_table_bytes : __pyx_mstate_global->__pyx_empty_bytes
    );
done:
    Py_XDECREF(code_bytes);
    Py_XDECREF(line_table_bytes);
    #if CYTHON_AVOID_BORROWED_REFS
    Py_XDECREF(varnames_tuple_dedup);
    #endif
    Py_DECREF(varnames_tuple);
    return code_obj;
}

/* InitStrings */
static int __Pyx_InitStrings(__Pyx_StringTabEntry const *t, PyObject **target, const char* const* encoding_names) {
    while (t->s) {
        PyObject *str;
        if (t->is_unicode) {
            if (t->intern) {
                str = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                str = PyUnicode_Decode(t->s, t->n - 1, encoding_names[t->encoding], NULL);
            } else {
                str = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            str = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        if (!str)
            return -1;
        *target = str;
        if (PyObject_Hash(str) == -1)
            return -1;
        ++t;
        ++target;
    }
    return 0;
}

#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 b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(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 */
