/* Generated by Cython 3.1.2 */

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

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#if CYTHON_COMPILING_IN_PYPY == 1
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  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000)
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#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))

/* CInitCode */
#ifndef CYTHON_INLINE
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    #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;
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    #ifndef CO_NEWLOCALS
    static int CO_NEWLOCALS;
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    #ifndef CO_VARARGS
    static int CO_VARARGS;
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    #ifndef CO_VARKEYWORDS
    static int CO_VARKEYWORDS;
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    #ifndef CO_ASYNC_GENERATOR
    static int CO_ASYNC_GENERATOR;
    #endif
    #ifndef CO_GENERATOR
    static int CO_GENERATOR;
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    #ifndef CO_COROUTINE
    static int CO_COROUTINE;
    #endif
#else
    #ifndef CO_COROUTINE
      #define CO_COROUTINE 0x80
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    #ifndef CO_ASYNC_GENERATOR
      #define CO_ASYNC_GENERATOR 0x200
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static int __Pyx_init_co_variables(void);
#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
  #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
#else
  #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
  #define __Pyx_Py_Is(x, y)  Py_Is(x, y)
#else
  #define __Pyx_Py_Is(x, y) ((x) == (y))
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#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
  #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
#else
  #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
  #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
#else
  #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
#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)
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#define __Pyx_NoneAsNull(obj)  (__Pyx_Py_IsNone(obj) ? NULL : (obj))
#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
#else
  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#ifndef Py_TPFLAGS_SEQUENCE
  #define Py_TPFLAGS_SEQUENCE 0
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#ifndef Py_TPFLAGS_MAPPING
  #define Py_TPFLAGS_MAPPING 0
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#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
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#ifndef METH_FASTCALL
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
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  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #if PY_VERSION_HEX >= 0x030d00A4
  #  define __Pyx_PyCFunctionFast PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords
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  #  define __Pyx_PyCFunctionFast _PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
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#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
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#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
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#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;
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  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;
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  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)
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#include <stdio.h>

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#include "numpy/arrayobject.h"
#include "numpy/ndarrayobject.h"
#include "numpy/ndarraytypes.h"
#include "numpy/arrayscalars.h"
#include "numpy/ufuncobject.h"
#include <math.h>
#include <stdlib.h>
#include "pythread.h"
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#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
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static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s);
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*);
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
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static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
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static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
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  #define __Pyx_PyLong_IsZero(x)  (Py_SIZE(x) == 0)
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  #define __Pyx_PyLong_CompactValueUnsigned(x)  ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
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  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->long_value.ob_digit)
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/* Test for GCC > 2.95 */
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/* PretendToInitialize */
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#include <type_traits>
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template <typename T>
static void __Pyx_pretend_to_initialize(T* ptr) {
#if __cplusplus > 201103L
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#endif
        *ptr = T();
    (void)ptr;
}
#else
static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
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#if !CYTHON_USE_MODULE_STATE
static PyObject *__pyx_m = NULL;
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static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * const __pyx_cfilenm = __FILE__;
static const char *__pyx_filename;

/* Header.proto */
#if !defined(CYTHON_CCOMPLEX)
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#if CYTHON_CCOMPLEX
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#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
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/* #### Code section: filename_table ### */

static const char* const __pyx_f[] = {
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  "cpython/type.pxd",
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  "src/ms_deisotope/_c/averagine.pxd",
  "src/ms_deisotope/_c/deconvoluter_base.pxd",
};
/* #### Code section: utility_code_proto_before_types ### */
/* Atomics.proto */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __pyx_atomic_int_type int
#define __pyx_nonatomic_int_type int
#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
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#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
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#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
                        (__STDC_VERSION__ >= 201112L) &&\
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    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type atomic_int
    #define __pyx_atomic_ptr_type atomic_uintptr_t
    #define __pyx_nonatomic_ptr_type uintptr_t
    #define __pyx_atomic_incr_relaxed(value) atomic_fetch_add_explicit(value, 1, memory_order_relaxed)
    #define __pyx_atomic_incr_acq_rel(value) atomic_fetch_add_explicit(value, 1, memory_order_acq_rel)
    #define __pyx_atomic_decr_acq_rel(value) atomic_fetch_sub_explicit(value, 1, memory_order_acq_rel)
    #define __pyx_atomic_sub(value, arg) atomic_fetch_sub(value, arg)
    #define __pyx_atomic_int_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired)
    #define __pyx_atomic_load(value) atomic_load(value)
    #define __pyx_atomic_store(value, new_value) atomic_store(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) atomic_load_explicit(value, memory_order_relaxed)
    #define __pyx_atomic_pointer_load_acquire(value) atomic_load_explicit(value, memory_order_acquire)
    #define __pyx_atomic_pointer_exchange(value, new_value) atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value)
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#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
                    (__cplusplus >= 201103L) ||\
\
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                    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

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

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

/* 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

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

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

/* #### 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_7scoring_MinimizeFitSelector;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;
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"
};

/* "../../../../../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;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_isclose;

#line 83 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak;

/* "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"
};

/* "ms_deisotope/_c/scoring.pyx":17
 * @cython.nonecheck(False)
 * @cython.cdivision(True)
 * cdef bint isclose(double x, double y, double rtol=1.e-5, double atol=1.e-8):             # <<<<<<<<<<<<<<
 *     return abs(x-y) <= (atol + rtol * abs(y))
 * 
*/

#line 17 "ms_deisotope/_c/scoring.pyx"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_isclose {

#line 17 "ms_deisotope/_c/scoring.pyx"
  int __pyx_n;

#line 17 "ms_deisotope/_c/scoring.pyx"
  double rtol;

#line 17 "ms_deisotope/_c/scoring.pyx"
  double atol;

#line 17 "ms_deisotope/_c/scoring.pyx"
};

/* "ms_deisotope/_c/scoring.pyx":633
 * 
 * @cython.cdivision
 * cdef double ms_deconv_score_peak(FittedPeak obs, TheoreticalPeak theo, double mass_error_tolerance=0.02, double minimum_signal_to_noise=1) nogil:             # <<<<<<<<<<<<<<
 *     cdef:
 *         double mass_error, abundance_diff
*/

#line 633 "ms_deisotope/_c/scoring.pyx"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak {

#line 633 "ms_deisotope/_c/scoring.pyx"
  int __pyx_n;

#line 633 "ms_deisotope/_c/scoring.pyx"
  double mass_error_tolerance;

#line 633 "ms_deisotope/_c/scoring.pyx"
  double minimum_signal_to_noise;

#line 633 "ms_deisotope/_c/scoring.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/scoring.pyx":199
 * 
 * 
 * cdef class MinimizeFitSelector(FitSelectorBase):             # <<<<<<<<<<<<<<
 *     """A FitSelector which tries to minimize the score of the best fit.
 *     """
*/

#line 199 "ms_deisotope/_c/scoring.pyx"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector {

#line 199 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_base;

#line 199 "ms_deisotope/_c/scoring.pyx"
};

#line 199 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":262
 * 
 * 
 * cdef class MaximizeFitSelector(FitSelectorBase):             # <<<<<<<<<<<<<<
 *     """A FitSelector which tries to maximize the score of the best fit.
 *     """
*/

#line 262 "ms_deisotope/_c/scoring.pyx"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector {

#line 262 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_base;

#line 262 "ms_deisotope/_c/scoring.pyx"
};

#line 262 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":615
 * 
 * 
 * cdef class ChiSquareFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     @cython.cdivision
*/

#line 615 "ms_deisotope/_c/scoring.pyx"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter {

#line 615 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 615 "ms_deisotope/_c/scoring.pyx"
};

#line 615 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":146
 *         return self._hash
 * 
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         yield self.score
 *         yield self.charge
*/

#line 146 "ms_deisotope/_c/scoring.pyx"
struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ {

#line 146 "ms_deisotope/_c/scoring.pyx"
  PyObject_HEAD

#line 146 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self;

#line 146 "ms_deisotope/_c/scoring.pyx"
};

#line 146 "ms_deisotope/_c/scoring.pyx"


/* "View.MemoryView":110
 * 
 * 
 * @cython.collection_type("sequence")             # <<<<<<<<<<<<<<
 * @cname("__pyx_array")
 * cdef class array:
*/

#line 110 "View.MemoryView"
struct __pyx_array_obj {

#line 110 "View.MemoryView"
  PyObject_HEAD

#line 110 "View.MemoryView"
  struct __pyx_vtabstruct_array *__pyx_vtab;

#line 110 "View.MemoryView"
  char *data;

#line 110 "View.MemoryView"
  Py_ssize_t len;

#line 110 "View.MemoryView"
  char *format;

#line 110 "View.MemoryView"
  int ndim;

#line 110 "View.MemoryView"
  Py_ssize_t *_shape;

#line 110 "View.MemoryView"
  Py_ssize_t *_strides;

#line 110 "View.MemoryView"
  Py_ssize_t itemsize;

#line 110 "View.MemoryView"
  PyObject *mode;

#line 110 "View.MemoryView"
  PyObject *_format;

#line 110 "View.MemoryView"
  void (*callback_free_data)(void *);

#line 110 "View.MemoryView"
  int free_data;

#line 110 "View.MemoryView"
  int dtype_is_object;

#line 110 "View.MemoryView"
};

#line 110 "View.MemoryView"


/* "View.MemoryView":299
 * 
 * 
 * @cname('__pyx_MemviewEnum')             # <<<<<<<<<<<<<<
 * cdef class Enum(object):
 *     cdef object name
*/

#line 299 "View.MemoryView"
struct __pyx_MemviewEnum_obj {

#line 299 "View.MemoryView"
  PyObject_HEAD

#line 299 "View.MemoryView"
  PyObject *name;

#line 299 "View.MemoryView"
};

#line 299 "View.MemoryView"


/* "View.MemoryView":334
 * 
 * 
 * @cname('__pyx_memoryview')             # <<<<<<<<<<<<<<
 * cdef class memoryview:
 * 
*/

#line 334 "View.MemoryView"
struct __pyx_memoryview_obj {

#line 334 "View.MemoryView"
  PyObject_HEAD

#line 334 "View.MemoryView"
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;

#line 334 "View.MemoryView"
  PyObject *obj;

#line 334 "View.MemoryView"
  PyObject *_size;

#line 334 "View.MemoryView"
  PyObject *_array_interface;

#line 334 "View.MemoryView"
  PyThread_type_lock lock;

#line 334 "View.MemoryView"
  __pyx_atomic_int_type acquisition_count;

#line 334 "View.MemoryView"
  Py_buffer view;

#line 334 "View.MemoryView"
  int flags;

#line 334 "View.MemoryView"
  int dtype_is_object;

#line 334 "View.MemoryView"
  __Pyx_TypeInfo const *typeinfo;

#line 334 "View.MemoryView"
};

#line 334 "View.MemoryView"


/* "View.MemoryView":950
 * 
 * 
 * @cython.collection_type("sequence")             # <<<<<<<<<<<<<<
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):
*/

#line 950 "View.MemoryView"
struct __pyx_memoryviewslice_obj {

#line 950 "View.MemoryView"
  struct __pyx_memoryview_obj __pyx_base;

#line 950 "View.MemoryView"
  __Pyx_memviewslice from_slice;

#line 950 "View.MemoryView"
  PyObject *from_object;

#line 950 "View.MemoryView"
  PyObject *(*to_object_func)(char *);

#line 950 "View.MemoryView"
  int (*to_dtype_func)(char *, PyObject *);

#line 950 "View.MemoryView"
};

#line 950 "View.MemoryView"


#line 950 "View.MemoryView"


/* "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.pyx":21
 * 
 * 
 * @cython.freelist(50000)             # <<<<<<<<<<<<<<
 * cdef class IsotopicFitRecord(object):
 *     """Describes a single isotopic pattern fit, comparing how well an
*/

#line 21 "ms_deisotope/_c/scoring.pyx"


#line 21 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord {

#line 21 "ms_deisotope/_c/scoring.pyx"
  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 21 "ms_deisotope/_c/scoring.pyx"
  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 21 "ms_deisotope/_c/scoring.pyx"
  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 21 "ms_deisotope/_c/scoring.pyx"
  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 21 "ms_deisotope/_c/scoring.pyx"
  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 21 "ms_deisotope/_c/scoring.pyx"
};

#line 21 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;

#line 21 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":161
 * 
 * 
 * cdef class FitSelectorBase(object):             # <<<<<<<<<<<<<<
 *     """An object that controls the filtering and
 *     selection of IsotopicFitRecord
*/

#line 161 "ms_deisotope/_c/scoring.pyx"


#line 161 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase {

#line 161 "ms_deisotope/_c/scoring.pyx"
  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 161 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_best_from_set)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *);

#line 161 "ms_deisotope/_c/scoring.pyx"
  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 161 "ms_deisotope/_c/scoring.pyx"
  int (*reject_score)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, double, int __pyx_skip_dispatch);

#line 161 "ms_deisotope/_c/scoring.pyx"
  int (*is_maximizing)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, int __pyx_skip_dispatch);

#line 161 "ms_deisotope/_c/scoring.pyx"
};

#line 161 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;

#line 161 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":323
 * 
 * 
 * cdef class IsotopicFitterBase(object):             # <<<<<<<<<<<<<<
 *     """A base class for Isotopic Pattern Fitters, objects
 *     which given a set of experimental peaks and a set of matching
*/

#line 323 "ms_deisotope/_c/scoring.pyx"


#line 323 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase {

#line 323 "ms_deisotope/_c/scoring.pyx"
  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 323 "ms_deisotope/_c/scoring.pyx"
  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 323 "ms_deisotope/_c/scoring.pyx"
  int (*reject_score)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, double, int __pyx_skip_dispatch);

#line 323 "ms_deisotope/_c/scoring.pyx"
  int (*is_maximizing)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, int __pyx_skip_dispatch);

#line 323 "ms_deisotope/_c/scoring.pyx"
  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 323 "ms_deisotope/_c/scoring.pyx"
};

#line 323 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

#line 323 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":566
 * 
 * 
 * cdef class LeastSquaresFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     r"""Evaluate an isotopic fit using least squares coefficient of
 *     determination :math:`R^2`.
*/

#line 566 "ms_deisotope/_c/scoring.pyx"


#line 566 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter {

#line 566 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 566 "ms_deisotope/_c/scoring.pyx"
};

#line 566 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

#line 566 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":470
 * 
 * 
 * cdef class GTestFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     r"""Evaluate an isotopic fit using a G-test
 * 
*/

#line 470 "ms_deisotope/_c/scoring.pyx"


#line 470 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter {

#line 470 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 470 "ms_deisotope/_c/scoring.pyx"
};

#line 470 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_GTestFitter;

#line 470 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":502
 * 
 * 
 * cdef class ScaledGTestFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     r"""Evaluate an isotopic fit using a G-test after normalizing the
 *     list of experimental and theoretical peaks to both sum to 1.
*/

#line 502 "ms_deisotope/_c/scoring.pyx"


#line 502 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter {

#line 502 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 502 "ms_deisotope/_c/scoring.pyx"
};

#line 502 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

#line 502 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":656
 * 
 * 
 * cdef class MSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     r"""An implementation of the scoring function used in :title-reference:`MSDeconV`
 * 
*/

#line 656 "ms_deisotope/_c/scoring.pyx"


#line 656 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter {

#line 656 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 656 "ms_deisotope/_c/scoring.pyx"
  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 656 "ms_deisotope/_c/scoring.pyx"
};

#line 656 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

#line 656 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":722
 * 
 * 
 * cdef class PenalizedMSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     r"""An Isotopic Fitter which uses the :class:`MSDeconVFitter` score
 *     weighted by 1 - :attr:`penalty_factor` * :class:`ScaledGTestFitter` score
*/

#line 722 "ms_deisotope/_c/scoring.pyx"


#line 722 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter {

#line 722 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 722 "ms_deisotope/_c/scoring.pyx"
};

#line 722 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

#line 722 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":781
 * 
 * 
 * cdef class FunctionScorer(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     """Use a user-provided Python function or callable object to evaluate an isotopic
 *     envelope fit.
*/

#line 781 "ms_deisotope/_c/scoring.pyx"


#line 781 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer {

#line 781 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 781 "ms_deisotope/_c/scoring.pyx"
};

#line 781 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer;

#line 781 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":812
 * 
 * 
 * cdef class InterferenceDetection(object):             # <<<<<<<<<<<<<<
 *     def __init__(self, PeakSet peaklist):
 *         self.peaklist = peaklist
*/

#line 812 "ms_deisotope/_c/scoring.pyx"


#line 812 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection {

#line 812 "ms_deisotope/_c/scoring.pyx"
  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 812 "ms_deisotope/_c/scoring.pyx"
};

#line 812 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection;

#line 812 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":863
 *         return self.detect_interference(experimental_peaks, lower, upper)
 * 
 * cdef class DistinctPatternFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, minimum_score=0.3, peak_count_scale=1.5, domain_scale=100.):
*/

#line 863 "ms_deisotope/_c/scoring.pyx"


#line 863 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter {

#line 863 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 863 "ms_deisotope/_c/scoring.pyx"
};

#line 863 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 863 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":911
 * 
 * 
 * cdef class ScaledPenalizedMSDeconvFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self,  minimum_score=0.3, penalty_factor=1., mass_error_tolerance=0.02):
*/

#line 911 "ms_deisotope/_c/scoring.pyx"


#line 911 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter {

#line 911 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 911 "ms_deisotope/_c/scoring.pyx"
  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 911 "ms_deisotope/_c/scoring.pyx"
  void (*scale_fitted_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 911 "ms_deisotope/_c/scoring.pyx"
  void (*scale_theoretical_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 911 "ms_deisotope/_c/scoring.pyx"
};

#line 911 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 911 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":981
 * 
 * 
 * cdef class DotProductFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self,  minimum_score=100):
*/

#line 981 "ms_deisotope/_c/scoring.pyx"


#line 981 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter {

#line 981 "ms_deisotope/_c/scoring.pyx"
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#line 981 "ms_deisotope/_c/scoring.pyx"
};

#line 981 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 981 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":199
 * 
 * 
 * cdef class MinimizeFitSelector(FitSelectorBase):             # <<<<<<<<<<<<<<
 *     """A FitSelector which tries to minimize the score of the best fit.
 *     """
*/

#line 199 "ms_deisotope/_c/scoring.pyx"


#line 199 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MinimizeFitSelector {

#line 199 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_base;

#line 199 "ms_deisotope/_c/scoring.pyx"
};

#line 199 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;

#line 199 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":262
 * 
 * 
 * cdef class MaximizeFitSelector(FitSelectorBase):             # <<<<<<<<<<<<<<
 *     """A FitSelector which tries to maximize the score of the best fit.
 *     """
*/

#line 262 "ms_deisotope/_c/scoring.pyx"


#line 262 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MaximizeFitSelector {

#line 262 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_base;

#line 262 "ms_deisotope/_c/scoring.pyx"
};

#line 262 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;

#line 262 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":615
 * 
 * 
 * cdef class ChiSquareFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
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*/

#line 615 "ms_deisotope/_c/scoring.pyx"


#line 615 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ChiSquareFitter {

#line 615 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 615 "ms_deisotope/_c/scoring.pyx"
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#line 615 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ChiSquareFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ChiSquareFitter;

#line 615 "ms_deisotope/_c/scoring.pyx"


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#line 110 "View.MemoryView"


#line 110 "View.MemoryView"
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#line 110 "View.MemoryView"
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#line 110 "View.MemoryView"
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#line 110 "View.MemoryView"
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#line 110 "View.MemoryView"


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#line 334 "View.MemoryView"


#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 334 "View.MemoryView"
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#line 950 "View.MemoryView"


#line 950 "View.MemoryView"
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#line 950 "View.MemoryView"
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static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject *const *args, Py_ssize_t nargs, PyObject *kwargs);
#endif
#define __Pyx_BUILD_ASSERT_EXPR(cond)\
    (sizeof(char [1 - 2*!(cond)]) - 1)
#ifndef Py_MEMBER_SIZE
#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
#endif
#if !CYTHON_VECTORCALL
#if PY_VERSION_HEX >= 0x03080000
  #include "frameobject.h"
  #define __Pxy_PyFrame_Initialize_Offsets()
  #define __Pyx_PyFrame_GetLocalsplus(frame)  ((frame)->f_localsplus)
#else
  static size_t __pyx_pyframe_localsplus_offset = 0;
  #include "frameobject.h"
  #define __Pxy_PyFrame_Initialize_Offsets()\
    ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
     (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
  #define __Pyx_PyFrame_GetLocalsplus(frame)\
    (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
#endif
#endif
#endif

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

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

/* PyObjectFastCall.proto */
#define __Pyx_PyObject_FastCall(func, args, nargs)  __Pyx_PyObject_FastCallDict(func, args, (size_t)(nargs), NULL)
static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs);

/* UnpackUnboundCMethod.proto */
typedef struct {
    PyObject *type;
    PyObject **method_name;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && CYTHON_ATOMICS
    __pyx_atomic_int_type initialized;
#endif
    PyCFunction func;
    PyObject *method;
    int flag;
} __Pyx_CachedCFunction;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
static CYTHON_INLINE int __Pyx_CachedCFunction_GetAndSetInitializing(__Pyx_CachedCFunction *cfunc) {
#if !CYTHON_ATOMICS
    return 1;
#else
    __pyx_nonatomic_int_type expected = 0;
    if (__pyx_atomic_int_cmp_exchange(&cfunc->initialized, &expected, 1)) {
        return 0;
    }
    return expected;
#endif
}
static CYTHON_INLINE void __Pyx_CachedCFunction_SetFinishedInitializing(__Pyx_CachedCFunction *cfunc) {
#if CYTHON_ATOMICS
    __pyx_atomic_store(&cfunc->initialized, 2);
#endif
}
#else
#define __Pyx_CachedCFunction_GetAndSetInitializing(cfunc) 2
#define __Pyx_CachedCFunction_SetFinishedInitializing(cfunc)
#endif

/* 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

/* RaiseArgTupleInvalid.proto */
static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);

/* ArgTypeTest.proto */
#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
    ((likely(__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);

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

/* PyObjectFastCallMethod.proto */
#if CYTHON_VECTORCALL && PY_VERSION_HEX >= 0x03090000
#define __Pyx_PyObject_FastCallMethod(name, args, nargsf) PyObject_VectorcallMethod(name, args, nargsf, NULL)
#else
static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf);
#endif

/* RaiseUnexpectedTypeError.proto */
static int __Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj);

/* BuildPyUnicode.proto */
static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength,
                                                int prepend_sign, char padding_char);

/* COrdinalToPyUnicode.proto */
static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value);
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t width, char padding_char);

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

/* IncludeStdlibH.proto */
#include <stdlib.h>

/* CIntToPyUnicode.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char);

/* CIntToPyUnicode.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char);

/* JoinPyUnicode.proto */
static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      Py_UCS4 max_char);

/* PyObjectFormatSimple.proto */
#if CYTHON_COMPILING_IN_PYPY
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#elif CYTHON_USE_TYPE_SLOTS
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_repr(s) :\
        likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_repr(s) :\
        PyObject_Format(s, f))
#else
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        PyObject_Format(s, f))
#endif

CYTHON_UNUSED static int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/
/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

/* GetItemInt.proto */
#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil)\
    (__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);

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

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

/* RejectKeywords.proto */
static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds);

/* DivInt[Py_ssize_t].proto */
static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t, int b_is_constant);

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

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

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

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

/* AssertionsEnabled.proto */
#if CYTHON_COMPILING_IN_LIMITED_API  ||  (CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030C0000)
  static int __pyx_assertions_enabled_flag;
  #define __pyx_assertions_enabled() (__pyx_assertions_enabled_flag)
  static int __Pyx_init_assertions_enabled(void) {
    PyObject *builtins, *debug, *debug_str;
    int flag;
    builtins = PyEval_GetBuiltins();
    if (!builtins) goto bad;
    debug_str = PyUnicode_FromStringAndSize("__debug__", 9);
    if (!debug_str) goto bad;
    debug = PyObject_GetItem(builtins, debug_str);
    Py_DECREF(debug_str);
    if (!debug) goto bad;
    flag = PyObject_IsTrue(debug);
    Py_DECREF(debug);
    if (flag == -1) goto bad;
    __pyx_assertions_enabled_flag = flag;
    return 0;
  bad:
    __pyx_assertions_enabled_flag = 1;
    return -1;
  }
#else
  #define __Pyx_init_assertions_enabled()  (0)
  #define __pyx_assertions_enabled()  (!Py_OptimizeFlag)
#endif

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

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

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

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

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

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

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

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

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

/* ImportDottedModule.proto */
static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple);
static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple);

/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
#define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2)
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
#else
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#define __Pyx_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2))
#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2) {
    return PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2);
}
#endif
#define __Pyx_PyErr_ExceptionMatches2(err1, err2)  __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2)
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
#ifdef PyExceptionInstance_Check
  #define __Pyx_PyBaseException_Check(obj) PyExceptionInstance_Check(obj)
#else
  #define __Pyx_PyBaseException_Check(obj) __Pyx_TypeCheck(obj, PyExc_BaseException)
#endif

CYTHON_UNUSED static int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
/* ListCompAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len)) {
        Py_INCREF(x);
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
        L->ob_item[len] = x;
        #else
        PyList_SET_ITEM(list, len, x);
        #endif
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

/* PySequenceMultiply.proto */
#define __Pyx_PySequence_Multiply_Left(mul, seq)  __Pyx_PySequence_Multiply(seq, mul)
static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul);

/* PyObjectFormatAndDecref.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f);
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f);

/* PyObjectFormat.proto */
#if CYTHON_USE_UNICODE_WRITER
static PyObject* __Pyx_PyObject_Format(PyObject* s, PyObject* f);
#else
#define __Pyx_PyObject_Format(s, f) PyObject_Format(s, f)
#endif

/* SetItemInt.proto */
#define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_SetItemInt_Fast(o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck) :\
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list assignment index out of range"), -1) :\
               __Pyx_SetItemInt_Generic(o, to_py_func(i), v)))
static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v);
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v,
                                               int is_list, int wraparound, int boundscheck);

/* RaiseUnboundLocalError.proto */
static void __Pyx_RaiseUnboundLocalError(const char *varname);

/* DivInt[long].proto */
static CYTHON_INLINE long __Pyx_div_long(long, long, int b_is_constant);

/* 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));
}

/* 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

/* pep479.proto */
static void __Pyx_Generator_Replace_StopIteration(int in_async_gen);

/* KeywordStringCheck.proto */
static CYTHON_INLINE int __Pyx_CheckKeywordStrings(const char* function_name, PyObject *kw);

/* PyObjectVectorCallKwBuilder.proto */
CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n);
#if CYTHON_VECTORCALL
#if PY_VERSION_HEX >= 0x03090000
#define __Pyx_Object_Vectorcall_CallFromBuilder PyObject_Vectorcall
#else
#define __Pyx_Object_Vectorcall_CallFromBuilder _PyObject_Vectorcall
#endif
#define __Pyx_MakeVectorcallBuilderKwds(n) PyTuple_New(n)
static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n);
static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n);
#else
#define __Pyx_Object_Vectorcall_CallFromBuilder __Pyx_PyObject_FastCallDict
#define __Pyx_MakeVectorcallBuilderKwds(n) __Pyx_PyDict_NewPresized(n)
#define __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n) PyDict_SetItem(builder, key, value)
#define __Pyx_VectorcallBuilder_AddArgStr(key, value, builder, args, n) PyDict_SetItemString(builder, key, value)
#endif

/* PyObjectVectorCallMethodKwBuilder.proto */
#if CYTHON_VECTORCALL && PY_VERSION_HEX >= 0x03090000
#define __Pyx_Object_VectorcallMethod_CallFromBuilder PyObject_VectorcallMethod
#else
static PyObject *__Pyx_Object_VectorcallMethod_CallFromBuilder(PyObject *name, PyObject *const *args, size_t nargsf, PyObject *kwnames);
#endif

/* 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);

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

/* ErrOccurredWithGIL.proto */
static CYTHON_INLINE int __Pyx_ErrOccurredWithGIL(void);

/* BufferIndexError.proto */
static void __Pyx_RaiseBufferIndexError(int axis);

/* 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

/* 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);

/* PyObjectCallNoArg.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);

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

/* PyObjectCallMethod0.proto */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);

/* 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

/* 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

/* 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);

/* 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);

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

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

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

/* 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

/* MemviewSliceCopyTemplate.proto */
static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object);

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

/* CIntFromPy.proto */
static CYTHON_INLINE int __Pyx_PyLong_As_int(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);

/* CIntFromPy.proto */
static CYTHON_INLINE size_t __Pyx_PyLong_As_size_t(PyObject *);

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

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

/* FormatTypeName.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
typedef PyObject *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%U"
#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj)
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
#define __Pyx_PyType_GetFullyQualifiedName PyType_GetFullyQualifiedName
#else
static __Pyx_TypeName __Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp);
#endif
#else  // !LIMITED_API
typedef const char *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%.200s"
#define __Pyx_PyType_GetFullyQualifiedName(tp) ((tp)->tp_name)
#define __Pyx_DECREF_TypeName(obj)
#endif

/* 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

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

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

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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);
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static PyObject *__Pyx_Coroutine_fail_reduce_ex(PyObject *self, PyObject *arg);

/* Generator.proto */
#define __Pyx_Generator_USED
#define __Pyx_Generator_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_mstate_global->__pyx_GeneratorType)
#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\
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static int __pyx_Generator_init(PyObject *module);
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/* GetRuntimeVersion.proto */
static unsigned long __Pyx_get_runtime_version(void);

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/* PyObjectDelAttr.proto */
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#define __Pyx_PyObject_DelAttr(o, n) PyObject_SetAttr(o, n, NULL)
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/* PyObjectSetAttrStr.proto */
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static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
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/* VoidPtrExport.proto */
static int __Pyx_ExportVoidPtr(PyObject *name, void *p, const char *sig);

/* VoidPtrImport.proto */
static int __Pyx_ImportVoidPtr_3_1_2(PyObject *module, const char *name, void **p, const char *sig);

/* MultiPhaseInitModuleState.proto */
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static PyObject *__Pyx_State_FindModule(void*);
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#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."

static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/
static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview__get_base(struct __pyx_memoryview_obj *__pyx_v_self); /* proto*/
static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryviewslice__get_base(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_seed_peak, double __pyx_v_score, int __pyx_v_charge, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_v_theoretical, PyObject *__pyx_v_experimental, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create *__pyx_optional_args); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__eq(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__ne(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__lt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__gt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_best(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_results, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase__best_from_set(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_results); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_reject(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_result, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_reject_score(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_is_maximizing(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector__best_from_set(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_is_maximizing(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector__best_from_set(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_is_maximizing(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, CYTHON_UNUSED PyObject *__pyx_v_observed, CYTHON_UNUSED PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase__configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, CYTHON_UNUSED PyObject *__pyx_v_kwargs, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_11GTestFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_17ScaledGTestFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_18LeastSquaresFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_15ChiSquareFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_obs, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_v_theo, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak *__pyx_optional_args); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_14MSDeconVFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_14FunctionScorer__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_experimental_peaks, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference *__pyx_optional_args); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_f_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter__configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, CYTHON_UNUSED PyObject *__pyx_v_kwargs, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter__calculate_scale_factor(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, int __pyx_skip_dispatch); /* proto*/
static void __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_fitted_peaks(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_experimental, double __pyx_v_factor); /* proto*/
static void __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_theoretical_peaks(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_theoretical, double __pyx_v_factor); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_16DotProductFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical, int __pyx_skip_dispatch); /* proto*/

/* 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 "cython.view" */

/* Module declarations from "cython.dataclasses" */

/* Module declarations from "cython" */

/* Module declarations from "libc.string" */

/* Module declarations from "libc.stdio" */

/* Module declarations from "__builtin__" */

/* Module declarations from "cpython.type" */

/* Module declarations from "cpython" */

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

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

/* Module declarations from "numpy" */

/* Module declarations from "numpy" */

/* Module declarations from "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 "libc.math" */

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

/* Module declarations from "cpython.list" */

/* Module declarations from "cpython.sequence" */

/* Module declarations from "ms_deisotope._c.scoring" */
static double __pyx_v_12ms_deisotope_2_c_7scoring_INFINITY;
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_v_12ms_deisotope_2_c_7scoring_g_test_scaled = 0;
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_v_12ms_deisotope_2_c_7scoring_least_squares = 0;
static PyObject *__pyx_collections_abc_Sequence = 0;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static int __pyx_memoryview_thread_locks_used;
static PyThread_type_lock __pyx_memoryview_thread_locks[8];
static double __pyx_f_12ms_deisotope_2_c_7scoring_sum_intensity_theoretical(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_sum_intensity_fitted(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_max_intensity_theoretical(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_max_intensity_fitted(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak(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_ms_deconv_score_peak *__pyx_optional_args); /*proto*/
static int __pyx_array_allocate_buffer(struct __pyx_array_obj *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char const *, char *); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo const *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static int assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, PyObject *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, PyObject *); /*proto*/
static int __pyx_memoryview_err_no_memory(void); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/
/* #### Code section: typeinfo ### */
/* #### Code section: before_global_var ### */
#define __Pyx_MODULE_NAME "ms_deisotope._c.scoring"
extern int __pyx_module_is_main_ms_deisotope___c__scoring;
int __pyx_module_is_main_ms_deisotope___c__scoring = 0;

/* Implementation of "ms_deisotope._c.scoring" */
/* #### Code section: global_var ### */
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_min;
static PyObject *__pyx_builtin_max;
static PyObject *__pyx_builtin_AssertionError;
static PyObject *__pyx_builtin___import__;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_ImportError;
/* #### Code section: string_decls ### */
static const char __pyx_k_[] = ": ";
static const char __pyx_k_A[] = "\200A";
static const char __pyx_k_O[] = "O";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_d[] = "d";
static const char __pyx_k_x[] = "x";
static const char __pyx_k__2[] = ".";
static const char __pyx_k__3[] = ">";
static const char __pyx_k__4[] = "'";
static const char __pyx_k__5[] = ")";
static const char __pyx_k__7[] = "?";
static const char __pyx_k_eq[] = "_eq";
static const char __pyx_k_gc[] = "gc";
static const char __pyx_k_gt[] = "_gt";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_lt[] = "_lt";
static const char __pyx_k_ne[] = "_ne";
static const char __pyx_k_A_2[] = "\200A\330\010\016\320\016!\240\021";
static const char __pyx_k_A_A[] = "\200A\330\010\020\220\004\220A";
static const char __pyx_k_A_M[] = "\200A\330\010\014\210M\230\021";
static const char __pyx_k_A_q[] = "\200A\330\010\017\210q";
static const char __pyx_k_abc[] = "abc";
static const char __pyx_k_and[] = " and ";
static const char __pyx_k_fit[] = "fit";
static const char __pyx_k_got[] = " (got ";
static const char __pyx_k_key[] = "key";
static const char __pyx_k_max[] = "max";
static const char __pyx_k_min[] = "min";
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_0_5f[] = "0.5f";
static const char __pyx_k_A_IT[] = "\200A\330\010\020\220\004\220I\230T\240\021";
static const char __pyx_k_A_Kq[] = "\200A\330\010\014\210K\220q";
static const char __pyx_k_A_t7[] = "\200A\360\030\000\t\020\210t\2207\230'\240\021\240!";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_best[] = "best";
static const char __pyx_k_data[] = "data";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_func[] = "__func__";
static const char __pyx_k_iter[] = "__iter__";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mode[] = "mode";
static const char __pyx_k_name[] = "name";
static const char __pyx_k_ndim[] = "ndim";
static const char __pyx_k_next[] = "next";
static const char __pyx_k_pack[] = "pack";
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_spec[] = "__spec__";
static const char __pyx_k_step[] = "step";
static const char __pyx_k_stop[] = "stop";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_ASCII[] = "ASCII";
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static const char __pyx_k_A_q_q[] = "\200A\330\010\014\320\014%\320%:\270!\270<\300q\330\010\017\210q";
static const char __pyx_k_A_t9D[] = "\200A\330\010\017\210t\2209\230D\240\001";
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static const char __pyx_k_at_0x[] = " at 0x";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_clone[] = "clone";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_count[] = "count";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_index[] = "index";
static const char __pyx_k_lower[] = "lower";
static const char __pyx_k_other[] = "other";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_score[] = "score";
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_throw[] = "throw";
static const char __pyx_k_upper[] = "upper";
static const char __pyx_k_value[] = "value";
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static const char __pyx_k_A_t_Qj[] = "\200A\360$\000\t\020\210t\220:\230Q\230j\250\n\260!";
static const char __pyx_k_A_vRt1[] = "\200A\330\010\017\210v\220R\220t\2301";
static const char __pyx_k_charge[] = "charge";
static const char __pyx_k_enable[] = "enable";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_fields[] = "fields";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_kwargs[] = "kwargs";
static const char __pyx_k_module[] = "__module__";
static const char __pyx_k_name_2[] = "__name__";
static const char __pyx_k_npeaks[] = ", npeaks=";
static const char __pyx_k_object[] = " object>";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
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static const char __pyx_k_result[] = "result";
static const char __pyx_k_struct[] = "struct";
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static const char __pyx_k_operator[] = "operator";
static const char __pyx_k_peaklist[] = "peaklist";
static const char __pyx_k_pyx_capi[] = "__pyx_capi__";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_qualname[] = "__qualname__";
static const char __pyx_k_register[] = "register";
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_configure[] = "_configure";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_isenabled[] = "isenabled";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_seed_peak[] = "seed_peak";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_attrgetter[] = "attrgetter";
static const char __pyx_k_evaluate_2[] = "evaluate";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_GTestFitter[] = "GTestFitter";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_MemoryError[] = "MemoryError";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_configure_2[] = "configure";
static const char __pyx_k_theoretical[] = "theoretical";
static const char __pyx_k_A_XT_RVVW_WD[] = "\200A\330\010 \240\010\250\001\250\024\250\\\270\024\270X\300T\310\031\320RV\320VW\330\036\"\240/\260\024\260W\270D\300\001";
static const char __pyx_k_deconvoluter[] = "deconvoluter";
static const char __pyx_k_domain_scale[] = "domain_scale";
static const char __pyx_k_experimental[] = "experimental";
static const char __pyx_k_initializing[] = "_initializing";
static const char __pyx_k_is_coroutine[] = "_is_coroutine";
static const char __pyx_k_missed_peaks[] = "missed_peaks";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_reject_score[] = "reject_score";
static const char __pyx_k_MemoryView_of[] = "<MemoryView of ";
static const char __pyx_k_class_getitem[] = "__class_getitem__";
static const char __pyx_k_is_maximizing[] = "is_maximizing";
static const char __pyx_k_minimum_score[] = "minimum_score";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_selector_type[] = "selector_type";
static const char __pyx_k_AssertionError[] = "AssertionError";
static const char __pyx_k_FunctionScorer[] = "FunctionScorer";
static const char __pyx_k_MSDeconVFitter[] = "MSDeconVFitter";
static const char __pyx_k_penalty_factor[] = "penalty_factor";
static const char __pyx_k_A_IT_1_5ETI_ppq[] = "\200A\330\010\014\210I\220T\320\0311\260\024\3205E\300T\320I\\\320\\`\320`p\320pq";
static const char __pyx_k_A_t_L_HD_Q_O4wd[] = "\200A\330\010\017\210t\220=\240\004\240L\260\004\260H\270D\300\t\310\024\310Q\330 $\240O\2604\260w\270d\300!";
static const char __pyx_k_ChiSquareFitter[] = "ChiSquareFitter";
static const char __pyx_k_FitSelectorBase[] = "FitSelectorBase";
static const char __pyx_k_View_MemoryView[] = "View.MemoryView";
static const char __pyx_k_allocate_buffer[] = "allocate_buffer";
static const char __pyx_k_collections_abc[] = "collections.abc";
static const char __pyx_k_dtype_is_object[] = "dtype_is_object";
static const char __pyx_k_monoisotopic_mz[] = ", monoisotopic_mz=";
static const char __pyx_k_score_threshold[] = "score_threshold";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_A_t9D_8_LDPccggh[] = "\200A\330\010\017\210t\2209\230D\320 8\270\004\320<L\310D\320Pc\320cg\320gh";
static const char __pyx_k_DotProductFitter[] = "DotProductFitter";
static const char __pyx_k_peak_count_scale[] = "peak_count_scale";
static const char __pyx_k_IsotopicFitRecord[] = "IsotopicFitRecord";
static const char __pyx_k_ScaledGTestFitter[] = "ScaledGTestFitter";
static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum";
static const char __pyx_k_A_E_as_1_5_t_b_a_q[] = "\200A\360\020\000\t\023\220!\330\010\020\220\010\230\001\330\010\014\210E\220\025\220a\220s\230!\2301\330\014\023\2205\230\010\240\001\240\021\330\014\017\210t\220;\230b\240\001\330\020\032\230$\230a\330\010\017\210q";
static const char __pyx_k_IsotopicFitterBase[] = "IsotopicFitterBase";
static const char __pyx_k_LeastSquaresFitter[] = "LeastSquaresFitter";
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_experimental_peaks[] = "experimental_peaks";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_A_Qiq_4_auA_s_9D_1A[] = "\200A\360\032\000\t\014\210:\220Q\220i\230q\330\014\023\2204\220\240a\240u\250A\330\010\017\210s\220!\2209\230D\240\010\250\013\2601\260A";
static const char __pyx_k_MaximizeFitSelector[] = "MaximizeFitSelector";
static const char __pyx_k_MinimizeFitSelector[] = "MinimizeFitSelector";
static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
static const char __pyx_k_FitSelectorBase_best[] = "FitSelectorBase.best";
static const char __pyx_k_mass_error_tolerance[] = "mass_error_tolerance";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_DistinctPatternFitter[] = "DistinctPatternFitter";
static const char __pyx_k_GTestFitter__evaluate[] = "GTestFitter._evaluate";
static const char __pyx_k_InterferenceDetection[] = "InterferenceDetection";
static const char __pyx_k_Invalid_shape_in_axis[] = "Invalid shape in axis ";
static const char __pyx_k_IsotopicFitRecord__eq[] = "IsotopicFitRecord._eq";
static const char __pyx_k_IsotopicFitRecord__gt[] = "IsotopicFitRecord._gt";
static const char __pyx_k_IsotopicFitRecord__lt[] = "IsotopicFitRecord._lt";
static const char __pyx_k_IsotopicFitRecord__ne[] = "IsotopicFitRecord._ne";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_Cannot_index_with_type[] = "Cannot index with type '";
static const char __pyx_k_FitSelectorBase_reject[] = "FitSelectorBase.reject";
static const char __pyx_k_calculate_scale_factor[] = "_calculate_scale_factor";
static const char __pyx_k_FunctionScorer___reduce[] = "FunctionScorer.__reduce__";
static const char __pyx_k_IsotopicFitRecord_clone[] = "IsotopicFitRecord.clone";
static const char __pyx_k_IsotopicFitRecord_score[] = "IsotopicFitRecord(score=";
static const char __pyx_k_MSDeconVFitter___reduce[] = "MSDeconVFitter.__reduce__";
static const char __pyx_k_MSDeconVFitter_evaluate[] = "MSDeconVFitter.evaluate";
static const char __pyx_k_PenalizedMSDeconVFitter[] = "PenalizedMSDeconVFitter";
static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static const char __pyx_k_ms_deisotope__c_scoring[] = "ms_deisotope._c.scoring";
static const char __pyx_k_A_E_a_aq_N_Q_q_r_3c_Ba_q[] = "\200A\360\016\000\t\031\230\001\330\010\014\210E\220\025\220a\220\240a\240q\330\014\020\220\014\230N\250!\250:\260Q\330\014\020\320\020!\240\036\250q\260\n\270!\330\014\037\230r\240\022\2403\240c\250\023\250B\250a\330\010\017\210q";
static const char __pyx_k_FitSelectorBase___reduce[] = "FitSelectorBase.__reduce__";
static const char __pyx_k_FunctionScorer__evaluate[] = "FunctionScorer._evaluate";
static const char __pyx_k_IsotopicFitRecord___iter[] = "IsotopicFitRecord.__iter__";
static const char __pyx_k_MSDeconVFitter__evaluate[] = "MSDeconVFitter._evaluate";
static const char __pyx_k_MaximizeFitSelector_best[] = "MaximizeFitSelector.best";
static const char __pyx_k_MinimizeFitSelector_best[] = "MinimizeFitSelector.best";
static const char __pyx_k_ChiSquareFitter__evaluate[] = "ChiSquareFitter._evaluate";
static const char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct";
static const char __pyx_k_FunctionScorer___getstate[] = "FunctionScorer.__getstate__";
static const char __pyx_k_FunctionScorer___setstate[] = "FunctionScorer.__setstate__";
static const char __pyx_k_IsotopicFitterBase_reject[] = "IsotopicFitterBase.reject";
static const char __pyx_k_MSDeconVFitter___getstate[] = "MSDeconVFitter.__getstate__";
static const char __pyx_k_MSDeconVFitter___setstate[] = "MSDeconVFitter.__setstate__";
static const char __pyx_k_A_O1A_E_aq_oQnA_O1M_S_2T_q[] = "\200A\360\014\000\t\r\210O\2301\230A\330\010\020\220\001\330\010\014\210E\220\025\220a\220q\330\014\022\220,\230o\250Q\250n\270A\330\014\023\320\023$\240O\2601\260M\300\021\330\014\025\220S\230\013\2402\240T\250\021\330\010\017\210q";
static const char __pyx_k_DotProductFitter__evaluate[] = "DotProductFitter._evaluate";
static const char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)";
static const char __pyx_k_IsotopicFitRecord___reduce[] = "IsotopicFitRecord.__reduce__";
static const char __pyx_k_MaximizeFitSelector_reject[] = "MaximizeFitSelector.reject";
static const char __pyx_k_MinimizeFitSelector_reject[] = "MinimizeFitSelector.reject";
static const char __pyx_k_IsotopicFitterBase___reduce[] = "IsotopicFitterBase.__reduce__";
static const char __pyx_k_IsotopicFitterBase_evaluate[] = "IsotopicFitterBase.evaluate";
static const char __pyx_k_ScaledGTestFitter__evaluate[] = "ScaledGTestFitter._evaluate";
static const char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static const char __pyx_k_FitSelectorBase_reject_score[] = "FitSelectorBase.reject_score";
static const char __pyx_k_IsotopicFitterBase__evaluate[] = "IsotopicFitterBase._evaluate";
static const char __pyx_k_IsotopicFitterBase_configure[] = "IsotopicFitterBase.configure";
static const char __pyx_k_LeastSquaresFitter__evaluate[] = "LeastSquaresFitter._evaluate";
static const char __pyx_k_FitSelectorBase_is_maximizing[] = "FitSelectorBase.is_maximizing";
static const char __pyx_k_IsotopicFitterBase___getstate[] = "IsotopicFitterBase.__getstate__";
static const char __pyx_k_IsotopicFitterBase___setstate[] = "IsotopicFitterBase.__setstate__";
static const char __pyx_k_IsotopicFitterBase__configure[] = "IsotopicFitterBase._configure";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter[] = "ScaledPenalizedMSDeconvFitter";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_A_O1A_E_aq_oQj_O1Ja_T_AU_4K1_q[] = "\200A\360\016\000\t\r\210O\2301\230A\330\010\020\220\001\330\010\014\210E\220\025\220a\220q\330\014\022\220,\230o\250Q\250j\270\001\330\014\023\320\023$\240O\2601\260J\270a\330\014\025\220T\230\033\240A\240U\250&\260\004\3204K\3101\340\010\017\210q";
static const char __pyx_k_InterferenceDetection___reduce[] = "InterferenceDetection.__reduce__";
static const char __pyx_k_self___class_____name___fields[] = "{self.__class__.__name__}({fields})";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_A_4_Rq_AQ_q_c_4q_A_Rt1_G_Qj_a_q[] = "\200A\360\006\000\t\014\2104\210~\230R\230q\330\014\020\320\020 \240\004\320$<\270A\270Q\330\010\014\320\014\037\230q\240\016\250c\260\022\2604\260q\330\010\014\320\014$\240A\240]\260#\260R\260t\2701\330\010\020\220\004\220G\230:\240Q\240j\260\016\270a\330\010\014\320\014\037\230q\240\016\250d\260!\330\010\014\320\014$\240A\240]\260$\260a\330\010\017\210q";
static const char __pyx_k_A_O1A_E_aq_az_A__AZs_1E_3aq_t2Q[] = "\200A\360\014\000\t\r\210O\2301\230A\340\010\022\220!\330\010\014\210E\220\025\220a\220q\330\014\023\220<\230\250a\250z\270\023\270A\330\014\024\320\024%\240_\260A\260Z\270s\300!\340\014\030\230\003\2301\230E\240\022\2403\240a\240q\330\014\027\220t\2302\230Q\340\010\017\210x\220r\230\021";
static const char __pyx_k_A_Qa_2_1_O1A_E_aq_az_Kr__AZs_Rq[] = "\200A\360\016\000\t\032\320\031-\250Q\250a\330\010\031\320\0312\260!\2601\330\010\014\210O\2301\230A\340\010\022\220!\330\010\014\210E\220\025\220a\220q\330\014\023\220<\230\250a\250z\270\023\270K\300r\310\021\330\014\024\320\024%\240_\260A\260Z\270s\300+\310R\310q\340\014\030\230\003\2301\230E\240\022\2403\240a\240q\330\014\027\220t\2302\230Q\340\010\017\210x\220r\230\021";
static const char __pyx_k_A_aq_AQ_a_s_S_1A_E_a_aq_N_Q_q_b[] = "\200A\360\022\000\t\023\320\022&\240a\240q\330\010\023\320\023,\250A\250Q\340\010 \240\001\330\010&\240a\340\010\017\210s\220!\220:\230S\240\003\2401\240A\360\006\000\t\r\210E\220\025\220a\220\240a\240q\330\014\020\220\014\230N\250!\250:\260Q\330\014\020\320\020!\240\036\250q\260\n\270!\330\014\032\230!\230;\240b\250\001\330\014\032\230!\230;\240b\250\001\330\014&\240l\260\"\260M\300\023\300A\330\014+\250<\260s\270!\330\010\017\320\017%\240R\240q";
static const char __pyx_k_DistinctPatternFitter__evaluate[] = "DistinctPatternFitter._evaluate";
static const char __pyx_k_IsotopicFitterBase_reject_score[] = "IsotopicFitterBase.reject_score";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter_2[] = "ScaledPenalizedMSDeconvFitter.__getstate__";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter_3[] = "ScaledPenalizedMSDeconvFitter.__setstate__";
static const char __pyx_k_self___class_____name___minimum[] = "{self.__class__.__name__}(minimum_score={self.minimum_score})";
static const char __pyx_k_src_ms_deisotope__c_scoring_pyx[] = "src/ms_deisotope/_c/scoring.pyx";
static const char __pyx_k_A_1_1_O1A_E_aq_oQj_O1Ja_vT9PPQ_1[] = "\200A\360\022\000\t$\2401\330\010#\2401\340\010\014\210O\2301\230A\330\010\020\220\001\330\010\014\210E\220\025\220a\220q\330\014\022\220,\230o\250Q\250j\270\001\330\014\023\320\023$\240O\2601\260J\270a\330\014\025\320\025)\250\021\250%\250v\260T\3209P\320PQ\330\014(\250\003\2501\330\014(\250\004\250A\330\010\022\220!\330\010\014\210E\220\025\220a\220q\330\014\024\220L\240\017\250q\260\n\270#\270[\310\002\310!\330\014\025\320\025&\240o\260Q\260j\300\003\300;\310b\320PQ\340\014\030\230\003\2301\230F\240\"\240C\240q\250\001\330\014\027\220u\230B\230a\330\010\022\220#\220Q\220b\230\002\230!\330\010\023\2202\220R\220x\230r\240\024\240Q\330\010\017\210q";
static const char __pyx_k_A_4_c_aq_N_AZ_Q_Bd_00DA_SUU___2T[] = "\200A\360\n\000\t\022\220\037\240\001\240\021\340\010\013\2104\320\017&\240c\250\021\330\014\020\320\020)\320)>\270a\270q\340\010\020\220\004\220N\240*\250A\250Z\260~\300Q\330\010\021\220\023\220B\220d\320\0320\3200D\300A\300^\320SU\320U^\320^_\330\014\023\2202\220T\320\031-\250R\250t\2601\330\010\017\210q";
static const char __pyx_k_A_d_E_4q_1_d_U_4q_1_O1D_b_5_4q_1[] = "\200A\360\014\000\t\017\210d\220'\230\023\230E\240\021\330\010\013\2104\210q\330\014\023\2201\330\010\016\210d\220(\230#\230U\240!\330\010\013\2104\210q\330\014\023\2201\330\010\014\210O\2301\230D\240\001\330\010\016\210b\220\003\220?\240!\2405\250\001\330\010\013\2104\210q\330\014\023\2201\330\010\014\210E\220\025\220a\220q\330\014\022\220,\230o\250Q\250d\260/\300\021\330\014\022\220,\230o\250Q\250e\260?\300!\330\014\022\220#\220T\230\021\230!\330\014\017\210t\2201\330\020\027\220q\330\010\016\210d\220,\230i\240q\250\005\250Q\330\010\013\2104\210q\330\014\023\2201\330\010\013\2104\210v\220W\230E\240\023\240E\250\026\250w\260a\330\014\023\2204\220v\230S\240\005\240Q\330\010\017\210q";
static const char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced";
static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static const char __pyx_k_Cannot_assign_to_read_only_memor[] = "Cannot assign to read-only memoryview";
static const char __pyx_k_Cannot_create_writable_memory_vi[] = "Cannot create writable memory view from read-only memoryview";
static const char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions";
static const char __pyx_k_DistinctPatternFitter___getstate[] = "DistinctPatternFitter.__getstate__";
static const char __pyx_k_DistinctPatternFitter___setstate[] = "DistinctPatternFitter.__setstate__";
static const char __pyx_k_DistinctPatternFitter__configure[] = "DistinctPatternFitter._configure";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0x82a3537, 0x6ae9995, 0xb068931) = (name))";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_InterferenceDetection___getstate[] = "InterferenceDetection.__getstate__";
static const char __pyx_k_InterferenceDetection___setstate[] = "InterferenceDetection.__setstate__";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got ";
static const char __pyx_k_IsotopicFitterBase_is_maximizing[] = "IsotopicFitterBase.is_maximizing";
static const char __pyx_k_MaximizeFitSelector_is_maximizin[] = "MaximizeFitSelector.is_maximizing";
static const char __pyx_k_MaximizeFitSelector_reject_score[] = "MaximizeFitSelector.reject_score";
static const char __pyx_k_MinimizeFitSelector_is_maximizin[] = "MinimizeFitSelector.is_maximizing";
static const char __pyx_k_MinimizeFitSelector_reject_score[] = "MinimizeFitSelector.reject_score";
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_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis ";
static const char __pyx_k_PenalizedMSDeconVFitter___getsta[] = "PenalizedMSDeconVFitter.__getstate__";
static const char __pyx_k_PenalizedMSDeconVFitter___reduce[] = "PenalizedMSDeconVFitter.__reduce__";
static const char __pyx_k_PenalizedMSDeconVFitter___setsta[] = "PenalizedMSDeconVFitter.__setstate__";
static const char __pyx_k_PenalizedMSDeconVFitter__evaluat[] = "PenalizedMSDeconVFitter._evaluate";
static const char __pyx_k_PenalizedMSDeconVFitter_evaluate[] = "PenalizedMSDeconVFitter.evaluate";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter__c[] = "ScaledPenalizedMSDeconvFitter._calculate_scale_factor";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter__e[] = "ScaledPenalizedMSDeconvFitter._evaluate";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter_ev[] = "ScaledPenalizedMSDeconvFitter.evaluate";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension ";
static const char __pyx_k_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__";
static const char __pyx_k_numpy__core_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_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
/* #### Code section: decls ### */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */
static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_seed_peak, double __pyx_v_score, int __pyx_v_charge, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_v_theoretical, PyObject *__pyx_v_experimental, PyObject *__pyx_v_data, int __pyx_v_missed_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_2clone(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6_eq(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_8_ne(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_10_lt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12_gt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_14__richcmp__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_v_code); /* proto */
static Py_hash_t __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_16__hash__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_18__iter__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6npeaks___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_21__repr__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_minimum_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_4best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_results); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_6__call__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_8reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_result); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_10reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_12is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_14__repr__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_2reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_4reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_6is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_2reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_4reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_6is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_score_threshold); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_4__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_8evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, CYTHON_UNUSED PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_12__call__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_14reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_16reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_18is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_20_configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_22configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_24__repr__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_11GTestFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17ScaledGTestFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18LeastSquaresFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15ChiSquareFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_mass_error_tolerance); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_2evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_4__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_6__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_8__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_penalty_factor, PyObject *__pyx_v_mass_error_tolerance); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_4__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_6__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_8evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, PyObject *__pyx_v_function, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_selector_type); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_2__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_4__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_6__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_8_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_4__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_6__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8__call__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_experimental_peaks, PyObject *__pyx_v_lower, PyObject *__pyx_v_upper); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_peak_count_scale, PyObject *__pyx_v_domain_scale); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_2__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_4__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_6_configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_8_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_penalty_factor, PyObject *__pyx_v_mass_error_tolerance); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_2__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_4__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6_calculate_scale_factor(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_8evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_16DotProductFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_16DotProductFitter_2_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical); /* proto */
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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/* #### Code section: module_state ### */
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int __pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;
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/* #### Code section: constant_name_defines ### */
#define __pyx_kp_u_ __pyx_string_tab[0]
#define __pyx_kp_u_0_5f __pyx_string_tab[1]
#define __pyx_n_u_ASCII __pyx_string_tab[2]
#define __pyx_kp_u_All_dimensions_preceding_dimensi __pyx_string_tab[3]
#define __pyx_n_u_AssertionError __pyx_string_tab[4]
#define __pyx_kp_u_Buffer_view_does_not_expose_stri __pyx_string_tab[5]
#define __pyx_kp_u_Can_only_create_a_buffer_that_is __pyx_string_tab[6]
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#define __pyx_kp_u_Cannot_index_with_type __pyx_string_tab[9]
#define __pyx_kp_u_Cannot_transpose_memoryview_with __pyx_string_tab[10]
#define __pyx_n_u_ChiSquareFitter __pyx_string_tab[11]
#define __pyx_n_u_ChiSquareFitter__evaluate __pyx_string_tab[12]
#define __pyx_kp_u_Dimension_d_is_not_direct __pyx_string_tab[13]
#define __pyx_n_u_DistinctPatternFitter __pyx_string_tab[14]
#define __pyx_n_u_DistinctPatternFitter___getstate __pyx_string_tab[15]
#define __pyx_n_u_DistinctPatternFitter___setstate __pyx_string_tab[16]
#define __pyx_n_u_DistinctPatternFitter__configure __pyx_string_tab[17]
#define __pyx_n_u_DistinctPatternFitter__evaluate __pyx_string_tab[18]
#define __pyx_n_u_DotProductFitter __pyx_string_tab[19]
#define __pyx_n_u_DotProductFitter__evaluate __pyx_string_tab[20]
#define __pyx_n_u_Ellipsis __pyx_string_tab[21]
#define __pyx_kp_u_Empty_shape_tuple_for_cython_arr __pyx_string_tab[22]
#define __pyx_n_u_FitSelectorBase __pyx_string_tab[23]
#define __pyx_n_u_FitSelectorBase___reduce __pyx_string_tab[24]
#define __pyx_n_u_FitSelectorBase_best __pyx_string_tab[25]
#define __pyx_n_u_FitSelectorBase_is_maximizing __pyx_string_tab[26]
#define __pyx_n_u_FitSelectorBase_reject __pyx_string_tab[27]
#define __pyx_n_u_FitSelectorBase_reject_score __pyx_string_tab[28]
#define __pyx_n_u_FunctionScorer __pyx_string_tab[29]
#define __pyx_n_u_FunctionScorer___getstate __pyx_string_tab[30]
#define __pyx_n_u_FunctionScorer___reduce __pyx_string_tab[31]
#define __pyx_n_u_FunctionScorer___setstate __pyx_string_tab[32]
#define __pyx_n_u_FunctionScorer__evaluate __pyx_string_tab[33]
#define __pyx_n_u_GTestFitter __pyx_string_tab[34]
#define __pyx_n_u_GTestFitter__evaluate __pyx_string_tab[35]
#define __pyx_n_u_INFINITY __pyx_string_tab[36]
#define __pyx_n_u_ImportError __pyx_string_tab[37]
#define __pyx_kp_u_Incompatible_checksums_0x_x_vs_0 __pyx_string_tab[38]
#define __pyx_n_u_IndexError __pyx_string_tab[39]
#define __pyx_kp_u_Index_out_of_bounds_axis_d __pyx_string_tab[40]
#define __pyx_kp_u_Indirect_dimensions_not_supporte __pyx_string_tab[41]
#define __pyx_n_u_InterferenceDetection __pyx_string_tab[42]
#define __pyx_n_u_InterferenceDetection___getstate __pyx_string_tab[43]
#define __pyx_n_u_InterferenceDetection___reduce __pyx_string_tab[44]
#define __pyx_n_u_InterferenceDetection___setstate __pyx_string_tab[45]
#define __pyx_kp_u_Invalid_mode_expected_c_or_fortr __pyx_string_tab[46]
#define __pyx_kp_u_Invalid_shape_in_axis __pyx_string_tab[47]
#define __pyx_n_u_IsotopicFitRecord __pyx_string_tab[48]
#define __pyx_n_u_IsotopicFitRecord___iter __pyx_string_tab[49]
#define __pyx_n_u_IsotopicFitRecord___reduce __pyx_string_tab[50]
#define __pyx_n_u_IsotopicFitRecord__eq __pyx_string_tab[51]
#define __pyx_n_u_IsotopicFitRecord__gt __pyx_string_tab[52]
#define __pyx_n_u_IsotopicFitRecord__lt __pyx_string_tab[53]
#define __pyx_n_u_IsotopicFitRecord__ne __pyx_string_tab[54]
#define __pyx_n_u_IsotopicFitRecord_clone __pyx_string_tab[55]
#define __pyx_kp_u_IsotopicFitRecord_score __pyx_string_tab[56]
#define __pyx_n_u_IsotopicFitterBase __pyx_string_tab[57]
#define __pyx_n_u_IsotopicFitterBase___getstate __pyx_string_tab[58]
#define __pyx_n_u_IsotopicFitterBase___reduce __pyx_string_tab[59]
#define __pyx_n_u_IsotopicFitterBase___setstate __pyx_string_tab[60]
#define __pyx_n_u_IsotopicFitterBase__configure __pyx_string_tab[61]
#define __pyx_n_u_IsotopicFitterBase__evaluate __pyx_string_tab[62]
#define __pyx_n_u_IsotopicFitterBase_configure __pyx_string_tab[63]
#define __pyx_n_u_IsotopicFitterBase_evaluate __pyx_string_tab[64]
#define __pyx_n_u_IsotopicFitterBase_is_maximizing __pyx_string_tab[65]
#define __pyx_n_u_IsotopicFitterBase_reject __pyx_string_tab[66]
#define __pyx_n_u_IsotopicFitterBase_reject_score __pyx_string_tab[67]
#define __pyx_n_u_LeastSquaresFitter __pyx_string_tab[68]
#define __pyx_n_u_LeastSquaresFitter__evaluate __pyx_string_tab[69]
#define __pyx_n_u_MSDeconVFitter __pyx_string_tab[70]
#define __pyx_n_u_MSDeconVFitter___getstate __pyx_string_tab[71]
#define __pyx_n_u_MSDeconVFitter___reduce __pyx_string_tab[72]
#define __pyx_n_u_MSDeconVFitter___setstate __pyx_string_tab[73]
#define __pyx_n_u_MSDeconVFitter__evaluate __pyx_string_tab[74]
#define __pyx_n_u_MSDeconVFitter_evaluate __pyx_string_tab[75]
#define __pyx_n_u_MaximizeFitSelector __pyx_string_tab[76]
#define __pyx_n_u_MaximizeFitSelector_best __pyx_string_tab[77]
#define __pyx_n_u_MaximizeFitSelector_is_maximizin __pyx_string_tab[78]
#define __pyx_n_u_MaximizeFitSelector_reject __pyx_string_tab[79]
#define __pyx_n_u_MaximizeFitSelector_reject_score __pyx_string_tab[80]
#define __pyx_n_u_MemoryError __pyx_string_tab[81]
#define __pyx_kp_u_MemoryView_of __pyx_string_tab[82]
#define __pyx_n_u_MinimizeFitSelector __pyx_string_tab[83]
#define __pyx_n_u_MinimizeFitSelector_best __pyx_string_tab[84]
#define __pyx_n_u_MinimizeFitSelector_is_maximizin __pyx_string_tab[85]
#define __pyx_n_u_MinimizeFitSelector_reject __pyx_string_tab[86]
#define __pyx_n_u_MinimizeFitSelector_reject_score __pyx_string_tab[87]
#define __pyx_n_u_NotImplementedError __pyx_string_tab[88]
#define __pyx_kp_u_Note_that_Cython_is_deliberately __pyx_string_tab[89]
#define __pyx_n_b_O __pyx_string_tab[90]
#define __pyx_kp_u_Out_of_bounds_on_buffer_access_a __pyx_string_tab[91]
#define __pyx_n_u_PenalizedMSDeconVFitter __pyx_string_tab[92]
#define __pyx_n_u_PenalizedMSDeconVFitter___getsta __pyx_string_tab[93]
#define __pyx_n_u_PenalizedMSDeconVFitter___reduce __pyx_string_tab[94]
#define __pyx_n_u_PenalizedMSDeconVFitter___setsta __pyx_string_tab[95]
#define __pyx_n_u_PenalizedMSDeconVFitter__evaluat __pyx_string_tab[96]
#define __pyx_n_u_PenalizedMSDeconVFitter_evaluate __pyx_string_tab[97]
#define __pyx_n_u_PickleError __pyx_string_tab[98]
#define __pyx_n_u_ScaledGTestFitter __pyx_string_tab[99]
#define __pyx_n_u_ScaledGTestFitter__evaluate __pyx_string_tab[100]
#define __pyx_n_u_ScaledPenalizedMSDeconvFitter __pyx_string_tab[101]
#define __pyx_n_u_ScaledPenalizedMSDeconvFitter_2 __pyx_string_tab[102]
#define __pyx_n_u_ScaledPenalizedMSDeconvFitter_3 __pyx_string_tab[103]
#define __pyx_n_u_ScaledPenalizedMSDeconvFitter__c __pyx_string_tab[104]
#define __pyx_n_u_ScaledPenalizedMSDeconvFitter__e __pyx_string_tab[105]
#define __pyx_n_u_ScaledPenalizedMSDeconvFitter_ev __pyx_string_tab[106]
#define __pyx_n_u_Sequence __pyx_string_tab[107]
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#define __pyx_n_u_TypeError __pyx_string_tab[109]
#define __pyx_kp_u_Unable_to_convert_item_to_object __pyx_string_tab[110]
#define __pyx_n_u_ValueError __pyx_string_tab[111]
#define __pyx_n_u_View_MemoryView __pyx_string_tab[112]
#define __pyx_kp_u__2 __pyx_string_tab[113]
#define __pyx_kp_u__3 __pyx_string_tab[114]
#define __pyx_kp_u__4 __pyx_string_tab[115]
#define __pyx_kp_u__5 __pyx_string_tab[116]
#define __pyx_kp_u__7 __pyx_string_tab[117]
#define __pyx_n_u_abc __pyx_string_tab[118]
#define __pyx_kp_u_add_note __pyx_string_tab[119]
#define __pyx_n_u_allocate_buffer __pyx_string_tab[120]
#define __pyx_kp_u_and __pyx_string_tab[121]
#define __pyx_n_u_asyncio_coroutines __pyx_string_tab[122]
#define __pyx_kp_u_at_0x __pyx_string_tab[123]
#define __pyx_n_u_attrgetter __pyx_string_tab[124]
#define __pyx_n_u_base __pyx_string_tab[125]
#define __pyx_n_u_best __pyx_string_tab[126]
#define __pyx_n_u_c __pyx_string_tab[127]
#define __pyx_n_u_calculate_scale_factor __pyx_string_tab[128]
#define __pyx_n_u_charge __pyx_string_tab[129]
#define __pyx_kp_u_charge_2 __pyx_string_tab[130]
#define __pyx_n_u_class __pyx_string_tab[131]
#define __pyx_n_u_class_getitem __pyx_string_tab[132]
#define __pyx_n_u_cline_in_traceback __pyx_string_tab[133]
#define __pyx_n_u_clone __pyx_string_tab[134]
#define __pyx_n_u_close __pyx_string_tab[135]
#define __pyx_kp_u_collections_abc __pyx_string_tab[136]
#define __pyx_n_u_configure __pyx_string_tab[137]
#define __pyx_n_u_configure_2 __pyx_string_tab[138]
#define __pyx_kp_u_contiguous_and_direct __pyx_string_tab[139]
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#define __pyx_n_u_d __pyx_string_tab[142]
#define __pyx_n_u_data __pyx_string_tab[143]
#define __pyx_n_u_deconvoluter __pyx_string_tab[144]
#define __pyx_n_u_dict __pyx_string_tab[145]
#define __pyx_kp_u_disable __pyx_string_tab[146]
#define __pyx_n_u_domain_scale __pyx_string_tab[147]
#define __pyx_n_u_dtype_is_object __pyx_string_tab[148]
#define __pyx_kp_u_enable __pyx_string_tab[149]
#define __pyx_n_u_encode __pyx_string_tab[150]
#define __pyx_n_u_enumerate __pyx_string_tab[151]
#define __pyx_n_u_eq __pyx_string_tab[152]
#define __pyx_n_u_error __pyx_string_tab[153]
#define __pyx_n_u_evaluate __pyx_string_tab[154]
#define __pyx_n_u_evaluate_2 __pyx_string_tab[155]
#define __pyx_n_u_expected __pyx_string_tab[156]
#define __pyx_n_u_experimental __pyx_string_tab[157]
#define __pyx_n_u_experimental_peaks __pyx_string_tab[158]
#define __pyx_n_u_fields __pyx_string_tab[159]
#define __pyx_n_u_fit __pyx_string_tab[160]
#define __pyx_n_u_flags __pyx_string_tab[161]
#define __pyx_n_u_format __pyx_string_tab[162]
#define __pyx_n_u_fortran __pyx_string_tab[163]
#define __pyx_n_u_func __pyx_string_tab[164]
#define __pyx_n_u_function __pyx_string_tab[165]
#define __pyx_kp_u_gc __pyx_string_tab[166]
#define __pyx_n_u_getstate __pyx_string_tab[167]
#define __pyx_kp_u_got __pyx_string_tab[168]
#define __pyx_kp_u_got_differing_extents_in_dimensi __pyx_string_tab[169]
#define __pyx_n_u_gt __pyx_string_tab[170]
#define __pyx_n_u_id __pyx_string_tab[171]
#define __pyx_n_u_import __pyx_string_tab[172]
#define __pyx_n_u_index __pyx_string_tab[173]
#define __pyx_n_u_initializing __pyx_string_tab[174]
#define __pyx_n_u_is_coroutine __pyx_string_tab[175]
#define __pyx_n_u_is_maximizing __pyx_string_tab[176]
#define __pyx_kp_u_isenabled __pyx_string_tab[177]
#define __pyx_n_u_itemsize __pyx_string_tab[178]
#define __pyx_kp_u_itemsize_0_for_cython_array __pyx_string_tab[179]
#define __pyx_n_u_iter __pyx_string_tab[180]
#define __pyx_n_u_key __pyx_string_tab[181]
#define __pyx_n_u_kwargs __pyx_string_tab[182]
#define __pyx_n_u_lower __pyx_string_tab[183]
#define __pyx_n_u_lt __pyx_string_tab[184]
#define __pyx_n_u_main __pyx_string_tab[185]
#define __pyx_n_u_mass_error_tolerance __pyx_string_tab[186]
#define __pyx_n_u_max __pyx_string_tab[187]
#define __pyx_n_u_memview __pyx_string_tab[188]
#define __pyx_n_u_min __pyx_string_tab[189]
#define __pyx_n_u_minimum_score __pyx_string_tab[190]
#define __pyx_n_u_missed_peaks __pyx_string_tab[191]
#define __pyx_n_u_mode __pyx_string_tab[192]
#define __pyx_n_u_module __pyx_string_tab[193]
#define __pyx_kp_u_monoisotopic_mz __pyx_string_tab[194]
#define __pyx_n_u_ms_deisotope__c_scoring __pyx_string_tab[195]
#define __pyx_n_u_name __pyx_string_tab[196]
#define __pyx_n_u_name_2 __pyx_string_tab[197]
#define __pyx_n_u_ndim __pyx_string_tab[198]
#define __pyx_n_u_ne __pyx_string_tab[199]
#define __pyx_n_u_new __pyx_string_tab[200]
#define __pyx_n_u_next __pyx_string_tab[201]
#define __pyx_kp_u_no_default___reduce___due_to_non __pyx_string_tab[202]
#define __pyx_kp_u_npeaks __pyx_string_tab[203]
#define __pyx_n_u_npeaks_2 __pyx_string_tab[204]
#define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_string_tab[205]
#define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_string_tab[206]
#define __pyx_n_u_obj __pyx_string_tab[207]
#define __pyx_kp_u_object __pyx_string_tab[208]
#define __pyx_n_u_observed __pyx_string_tab[209]
#define __pyx_n_u_operator __pyx_string_tab[210]
#define __pyx_n_u_other __pyx_string_tab[211]
#define __pyx_n_u_pack __pyx_string_tab[212]
#define __pyx_n_u_peak_count_scale __pyx_string_tab[213]
#define __pyx_n_u_peaklist __pyx_string_tab[214]
#define __pyx_n_u_penalty_factor __pyx_string_tab[215]
#define __pyx_n_u_pickle __pyx_string_tab[216]
#define __pyx_n_u_pop __pyx_string_tab[217]
#define __pyx_n_u_pyx_capi __pyx_string_tab[218]
#define __pyx_n_u_pyx_checksum __pyx_string_tab[219]
#define __pyx_n_u_pyx_state __pyx_string_tab[220]
#define __pyx_n_u_pyx_type __pyx_string_tab[221]
#define __pyx_n_u_pyx_unpickle_Enum __pyx_string_tab[222]
#define __pyx_n_u_pyx_vtable __pyx_string_tab[223]
#define __pyx_n_u_qualname __pyx_string_tab[224]
#define __pyx_n_u_range __pyx_string_tab[225]
#define __pyx_n_u_reduce __pyx_string_tab[226]
#define __pyx_n_u_reduce_cython __pyx_string_tab[227]
#define __pyx_n_u_reduce_ex __pyx_string_tab[228]
#define __pyx_n_u_register __pyx_string_tab[229]
#define __pyx_n_u_reject __pyx_string_tab[230]
#define __pyx_n_u_reject_score __pyx_string_tab[231]
#define __pyx_n_u_result __pyx_string_tab[232]
#define __pyx_n_u_results __pyx_string_tab[233]
#define __pyx_n_u_score __pyx_string_tab[234]
#define __pyx_n_u_score_threshold __pyx_string_tab[235]
#define __pyx_n_u_seed_peak __pyx_string_tab[236]
#define __pyx_n_u_selector_type __pyx_string_tab[237]
#define __pyx_n_u_self __pyx_string_tab[238]
#define __pyx_kp_u_self___class_____name___fields __pyx_string_tab[239]
#define __pyx_kp_u_self___class_____name___minimum __pyx_string_tab[240]
#define __pyx_n_u_send __pyx_string_tab[241]
#define __pyx_n_u_set_name __pyx_string_tab[242]
#define __pyx_n_u_setstate __pyx_string_tab[243]
#define __pyx_n_u_setstate_cython __pyx_string_tab[244]
#define __pyx_n_u_shape __pyx_string_tab[245]
#define __pyx_n_u_size __pyx_string_tab[246]
#define __pyx_n_u_spec __pyx_string_tab[247]
#define __pyx_kp_u_src_ms_deisotope__c_scoring_pyx __pyx_string_tab[248]
#define __pyx_n_u_start __pyx_string_tab[249]
#define __pyx_n_u_state __pyx_string_tab[250]
#define __pyx_n_u_step __pyx_string_tab[251]
#define __pyx_n_u_stop __pyx_string_tab[252]
#define __pyx_kp_u_strided_and_direct __pyx_string_tab[253]
#define __pyx_kp_u_strided_and_direct_or_indirect __pyx_string_tab[254]
#define __pyx_kp_u_strided_and_indirect __pyx_string_tab[255]
#define __pyx_n_u_struct __pyx_string_tab[256]
#define __pyx_n_u_test __pyx_string_tab[257]
#define __pyx_n_u_theoretical __pyx_string_tab[258]
#define __pyx_n_u_throw __pyx_string_tab[259]
#define __pyx_kp_u_unable_to_allocate_array_data __pyx_string_tab[260]
#define __pyx_kp_u_unable_to_allocate_shape_and_str __pyx_string_tab[261]
#define __pyx_n_u_unpack __pyx_string_tab[262]
#define __pyx_n_u_update __pyx_string_tab[263]
#define __pyx_n_u_upper __pyx_string_tab[264]
#define __pyx_n_u_value __pyx_string_tab[265]
#define __pyx_n_u_x __pyx_string_tab[266]
/* #### 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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#line 163 "View.MemoryView"
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#line 163 "View.MemoryView"
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#line 166 "View.MemoryView"
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#line 166 "View.MemoryView"
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#line 180 "View.MemoryView"


#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 185 "View.MemoryView"
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#line 184 "View.MemoryView"
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#line 184 "View.MemoryView"
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#line 186 "View.MemoryView"
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#line 186 "View.MemoryView"
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#line 187 "View.MemoryView"
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#line 186 "View.MemoryView"
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#line 186 "View.MemoryView"
    __pyx_L4:;

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#line 188 "View.MemoryView"
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#line 188 "View.MemoryView"
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#line 189 "View.MemoryView"
      __Pyx_Raise(__pyx_builtin_ValueError, __pyx_mstate_global->__pyx_kp_u_Can_only_create_a_buffer_that_is, 0, 0);

#line 189 "View.MemoryView"
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#line 188 "View.MemoryView"
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#line 183 "View.MemoryView"
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#line 190 "View.MemoryView"
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#line 190 "View.MemoryView"
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#line 191 "View.MemoryView"
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#line 191 "View.MemoryView"
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#line 193 "View.MemoryView"
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#line 193 "View.MemoryView"
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#line 194 "View.MemoryView"
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#line 194 "View.MemoryView"
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#line 195 "View.MemoryView"
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#line 195 "View.MemoryView"
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#line 196 "View.MemoryView"
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#line 196 "View.MemoryView"
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 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
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#line 193 "View.MemoryView"
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#line 193 "View.MemoryView"
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#line 198 "View.MemoryView"
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#line 198 "View.MemoryView"
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#line 199 "View.MemoryView"
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#line 199 "View.MemoryView"
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#line 199 "View.MemoryView"
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#line 199 "View.MemoryView"
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#line 199 "View.MemoryView"
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#line 199 "View.MemoryView"
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#line 199 "View.MemoryView"
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#line 200 "View.MemoryView"
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#line 200 "View.MemoryView"
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#line 200 "View.MemoryView"
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#line 202 "View.MemoryView"
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#line 203 "View.MemoryView"
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#line 203 "View.MemoryView"
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#line 204 "View.MemoryView"
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#line 205 "View.MemoryView"
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#line 205 "View.MemoryView"
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#line 205 "View.MemoryView"
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#line 205 "View.MemoryView"
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#line 205 "View.MemoryView"
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#line 205 "View.MemoryView"
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#line 205 "View.MemoryView"
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#line 180 "View.MemoryView"


#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 180 "View.MemoryView"
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#line 208 "View.MemoryView"


#line 208 "View.MemoryView"
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#line 208 "View.MemoryView"
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#line 208 "View.MemoryView"
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#line 208 "View.MemoryView"
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#line 208 "View.MemoryView"


#line 208 "View.MemoryView"
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#line 208 "View.MemoryView"


#line 208 "View.MemoryView"
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#line 208 "View.MemoryView"
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#line 208 "View.MemoryView"
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#line 209 "View.MemoryView"
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#line 209 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 211 "View.MemoryView"
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#line 212 "View.MemoryView"
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#line 213 "View.MemoryView"
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#line 212 "View.MemoryView"
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#line 214 "View.MemoryView"
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 *                     not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()):
*/

#line 358 "View.MemoryView"
    if (__pyx_t_1) {

      /* "View.MemoryView":361
 * 
 *                     not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()):
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]             # <<<<<<<<<<<<<<
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:
*/

#line 361 "View.MemoryView"
      __pyx_v_self->lock = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]);

      /* "View.MemoryView":362
 *                     not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()):
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1             # <<<<<<<<<<<<<<
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()
*/

#line 362 "View.MemoryView"
      __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used + 1);

      /* "View.MemoryView":358
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():
 *             global __pyx_memoryview_thread_locks_used
 *             if (__pyx_memoryview_thread_locks_used < 8 and             # <<<<<<<<<<<<<<
 * 
 *                     not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()):
*/

#line 358 "View.MemoryView"
    }

    /* "View.MemoryView":363
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:
*/

#line 363 "View.MemoryView"
    __pyx_t_1 = (__pyx_v_self->lock == NULL);

#line 363 "View.MemoryView"
    if (__pyx_t_1) {

      /* "View.MemoryView":364
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()             # <<<<<<<<<<<<<<
 *                 if self.lock is NULL:
 *                     raise MemoryError
*/

#line 364 "View.MemoryView"
      __pyx_v_self->lock = PyThread_allocate_lock();

      /* "View.MemoryView":365
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                     raise MemoryError
 * 
*/

#line 365 "View.MemoryView"
      __pyx_t_1 = (__pyx_v_self->lock == NULL);

#line 365 "View.MemoryView"
      if (unlikely(__pyx_t_1)) {

        /* "View.MemoryView":366
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:
 *                     raise MemoryError             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
*/

#line 366 "View.MemoryView"
        PyErr_NoMemory(); __PYX_ERR(1, 366, __pyx_L1_error)

        /* "View.MemoryView":365
 *             if self.lock is NULL:
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                     raise MemoryError
 * 
*/

#line 365 "View.MemoryView"
      }

      /* "View.MemoryView":363
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:
*/

#line 363 "View.MemoryView"
    }

    /* "View.MemoryView":356
 *                 Py_INCREF(Py_None)
 * 
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():             # <<<<<<<<<<<<<<
 *             global __pyx_memoryview_thread_locks_used
 *             if (__pyx_memoryview_thread_locks_used < 8 and
*/

#line 356 "View.MemoryView"
  }

  /* "View.MemoryView":368
 *                     raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
 *         else:
*/

#line 368 "View.MemoryView"
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);

#line 368 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":369
 * 
 *         if flags & PyBUF_FORMAT:
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')             # <<<<<<<<<<<<<<
 *         else:
 *             self.dtype_is_object = dtype_is_object
*/

#line 369 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_self->view.format[0]) == 'O');

#line 369 "View.MemoryView"
    if (__pyx_t_2) {

#line 369 "View.MemoryView"
    } else {

#line 369 "View.MemoryView"
      __pyx_t_1 = __pyx_t_2;

#line 369 "View.MemoryView"
      goto __pyx_L14_bool_binop_done;

#line 369 "View.MemoryView"
    }

#line 369 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_self->view.format[1]) == '\x00');

#line 369 "View.MemoryView"
    __pyx_t_1 = __pyx_t_2;

#line 369 "View.MemoryView"
    __pyx_L14_bool_binop_done:;

#line 369 "View.MemoryView"
    __pyx_v_self->dtype_is_object = __pyx_t_1;

    /* "View.MemoryView":368
 *                     raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
 *         else:
*/

#line 368 "View.MemoryView"
    goto __pyx_L13;

#line 368 "View.MemoryView"
  }

  /* "View.MemoryView":371
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
 *         else:
 *             self.dtype_is_object = dtype_is_object             # <<<<<<<<<<<<<<
 * 
 *         assert <Py_intptr_t><void*>(&self.acquisition_count) % sizeof(__pyx_atomic_int_type) == 0
*/

#line 371 "View.MemoryView"
  /*else*/ {

#line 371 "View.MemoryView"
    __pyx_v_self->dtype_is_object = __pyx_v_dtype_is_object;

#line 371 "View.MemoryView"
  }

#line 371 "View.MemoryView"
  __pyx_L13:;

  /* "View.MemoryView":373
 *             self.dtype_is_object = dtype_is_object
 * 
 *         assert <Py_intptr_t><void*>(&self.acquisition_count) % sizeof(__pyx_atomic_int_type) == 0             # <<<<<<<<<<<<<<
 *         self.typeinfo = NULL
 * 
*/

#line 373 "View.MemoryView"
  #ifndef CYTHON_WITHOUT_ASSERTIONS

#line 373 "View.MemoryView"
  if (unlikely(__pyx_assertions_enabled())) {

#line 373 "View.MemoryView"
    __pyx_t_4 = ((Py_intptr_t)((void *)(&__pyx_v_self->acquisition_count)));

#line 373 "View.MemoryView"
    __pyx_t_5 = (sizeof(__pyx_atomic_int_type));

#line 373 "View.MemoryView"
    if (unlikely(__pyx_t_5 == 0)) {

#line 373 "View.MemoryView"
      PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");

#line 373 "View.MemoryView"
      __PYX_ERR(1, 373, __pyx_L1_error)

#line 373 "View.MemoryView"
    }

#line 373 "View.MemoryView"
    __pyx_t_1 = ((__pyx_t_4 % __pyx_t_5) == 0);

#line 373 "View.MemoryView"
    if (unlikely(!__pyx_t_1)) {

#line 373 "View.MemoryView"
      __Pyx_Raise(__pyx_builtin_AssertionError, 0, 0, 0);

#line 373 "View.MemoryView"
      __PYX_ERR(1, 373, __pyx_L1_error)

#line 373 "View.MemoryView"
    }

#line 373 "View.MemoryView"
  }

#line 373 "View.MemoryView"
  #else

#line 373 "View.MemoryView"
  if ((1)); else __PYX_ERR(1, 373, __pyx_L1_error)

#line 373 "View.MemoryView"
  #endif

  /* "View.MemoryView":374
 * 
 *         assert <Py_intptr_t><void*>(&self.acquisition_count) % sizeof(__pyx_atomic_int_type) == 0
 *         self.typeinfo = NULL             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(memoryview self):
*/

#line 374 "View.MemoryView"
  __pyx_v_self->typeinfo = NULL;

  /* "View.MemoryView":347
 *     cdef const __Pyx_TypeInfo *typeinfo
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):             # <<<<<<<<<<<<<<
 *         self.obj = obj
 *         self.flags = flags
*/

#line 347 "View.MemoryView"


#line 347 "View.MemoryView"
  /* function exit code */

#line 347 "View.MemoryView"
  __pyx_r = 0;

#line 347 "View.MemoryView"
  goto __pyx_L0;

#line 347 "View.MemoryView"
  __pyx_L1_error:;

#line 347 "View.MemoryView"
  __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 347 "View.MemoryView"
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#line 347 "View.MemoryView"
  __pyx_L0:;

#line 347 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 347 "View.MemoryView"
  return __pyx_r;

#line 347 "View.MemoryView"
}

/* "View.MemoryView":376
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             PyBuffer_Release(&self.view)
*/

#line 376 "View.MemoryView"


#line 376 "View.MemoryView"
/* Python wrapper */

#line 376 "View.MemoryView"
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self); /*proto*/

#line 376 "View.MemoryView"
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self) {

#line 376 "View.MemoryView"
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;

#line 376 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 376 "View.MemoryView"
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);

#line 376 "View.MemoryView"
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);

#line 376 "View.MemoryView"
  __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(((struct __pyx_memoryview_obj *)__pyx_v_self));

#line 376 "View.MemoryView"


#line 376 "View.MemoryView"
  /* function exit code */

#line 376 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 376 "View.MemoryView"
}

#line 376 "View.MemoryView"


#line 376 "View.MemoryView"
static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self) {
  int __pyx_v_i
#line 376 "View.MemoryView"
;

#line 376 "View.MemoryView"
  int __pyx_t_1;

#line 376 "View.MemoryView"
  Py_ssize_t __pyx_t_2;

#line 376 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 376 "View.MemoryView"
  int __pyx_t_4;

#line 376 "View.MemoryView"
  PyThread_type_lock __pyx_t_5;

#line 376 "View.MemoryView"
  PyThread_type_lock __pyx_t_6;

  /* "View.MemoryView":377
 * 
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:             # <<<<<<<<<<<<<<
 *             PyBuffer_Release(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
*/

#line 377 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_self->obj != Py_None);

#line 377 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":378
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:
 *             PyBuffer_Release(&self.view)             # <<<<<<<<<<<<<<
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
 * 
*/

#line 378 "View.MemoryView"
    PyBuffer_Release((&__pyx_v_self->view));

    /* "View.MemoryView":377
 * 
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:             # <<<<<<<<<<<<<<
 *             PyBuffer_Release(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
*/

#line 377 "View.MemoryView"
    goto __pyx_L3;

#line 377 "View.MemoryView"
  }

  /* "View.MemoryView":379
 *         if self.obj is not None:
 *             PyBuffer_Release(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:             # <<<<<<<<<<<<<<
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL
*/

#line 379 "View.MemoryView"
  __pyx_t_1 = (((Py_buffer *)(&__pyx_v_self->view))->obj == Py_None);

#line 379 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":381
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL             # <<<<<<<<<<<<<<
 *             Py_DECREF(Py_None)
 * 
*/

#line 381 "View.MemoryView"
    ((Py_buffer *)(&__pyx_v_self->view))->obj = NULL;

    /* "View.MemoryView":382
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL
 *             Py_DECREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *         cdef int i
*/

#line 382 "View.MemoryView"
    Py_DECREF(Py_None);

    /* "View.MemoryView":379
 *         if self.obj is not None:
 *             PyBuffer_Release(&self.view)
 *         elif (<__pyx_buffer *> &self.view).obj == Py_None:             # <<<<<<<<<<<<<<
 * 
 *             (<__pyx_buffer *> &self.view).obj = NULL
*/

#line 379 "View.MemoryView"
  }

#line 379 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":386
 *         cdef int i
 *         global __pyx_memoryview_thread_locks_used
 *         if self.lock != NULL:             # <<<<<<<<<<<<<<
 *             for i in range(0 if __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() else __pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
*/

#line 386 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_self->lock != NULL);

#line 386 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":387
 *         global __pyx_memoryview_thread_locks_used
 *         if self.lock != NULL:
 *             for i in range(0 if __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() else __pyx_memoryview_thread_locks_used):             # <<<<<<<<<<<<<<
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1
*/

#line 387 "View.MemoryView"
    __pyx_t_1 = __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING();

#line 387 "View.MemoryView"
    if (__pyx_t_1) {

#line 387 "View.MemoryView"
      __pyx_t_2 = 0;

#line 387 "View.MemoryView"
    } else {

#line 387 "View.MemoryView"
      __pyx_t_2 = __pyx_memoryview_thread_locks_used;

#line 387 "View.MemoryView"
    }

#line 387 "View.MemoryView"
    __pyx_t_3 = __pyx_t_2;

#line 387 "View.MemoryView"
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 387 "View.MemoryView"
      __pyx_v_i = __pyx_t_4;

      /* "View.MemoryView":388
 *         if self.lock != NULL:
 *             for i in range(0 if __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() else __pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:             # <<<<<<<<<<<<<<
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:
*/

#line 388 "View.MemoryView"
      __pyx_t_1 = ((__pyx_memoryview_thread_locks[__pyx_v_i]) == __pyx_v_self->lock);

#line 388 "View.MemoryView"
      if (__pyx_t_1) {

        /* "View.MemoryView":389
 *             for i in range(0 if __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() else __pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1             # <<<<<<<<<<<<<<
 *                     if i != __pyx_memoryview_thread_locks_used:
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
*/

#line 389 "View.MemoryView"
        __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used - 1);

        /* "View.MemoryView":390
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:             # <<<<<<<<<<<<<<
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
*/

#line 390 "View.MemoryView"
        __pyx_t_1 = (__pyx_v_i != __pyx_memoryview_thread_locks_used);

#line 390 "View.MemoryView"
        if (__pyx_t_1) {

          /* "View.MemoryView":392
 *                     if i != __pyx_memoryview_thread_locks_used:
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])             # <<<<<<<<<<<<<<
 *                     break
 *             else:
*/

#line 392 "View.MemoryView"
          __pyx_t_5 = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]);

#line 392 "View.MemoryView"
          __pyx_t_6 = (__pyx_memoryview_thread_locks[__pyx_v_i]);

          /* "View.MemoryView":391
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (             # <<<<<<<<<<<<<<
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
 *                     break
*/

#line 391 "View.MemoryView"
          (__pyx_memoryview_thread_locks[__pyx_v_i]) = __pyx_t_5;

#line 391 "View.MemoryView"
          (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]) = __pyx_t_6;

          /* "View.MemoryView":390
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:             # <<<<<<<<<<<<<<
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
*/

#line 390 "View.MemoryView"
        }

        /* "View.MemoryView":393
 *                         __pyx_memoryview_thread_locks[i], __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] = (
 *                             __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used], __pyx_memoryview_thread_locks[i])
 *                     break             # <<<<<<<<<<<<<<
 *             else:
 *                 PyThread_free_lock(self.lock)
*/

#line 393 "View.MemoryView"
        goto __pyx_L6_break;

        /* "View.MemoryView":388
 *         if self.lock != NULL:
 *             for i in range(0 if __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() else __pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:             # <<<<<<<<<<<<<<
 *                     __pyx_memoryview_thread_locks_used -= 1
 *                     if i != __pyx_memoryview_thread_locks_used:
*/

#line 388 "View.MemoryView"
      }

#line 388 "View.MemoryView"
    }

#line 388 "View.MemoryView"
    /*else*/ {

      /* "View.MemoryView":395
 *                     break
 *             else:
 *                 PyThread_free_lock(self.lock)             # <<<<<<<<<<<<<<
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:
*/

#line 395 "View.MemoryView"
      PyThread_free_lock(__pyx_v_self->lock);

#line 395 "View.MemoryView"
    }

#line 395 "View.MemoryView"
    __pyx_L6_break:;

    /* "View.MemoryView":386
 *         cdef int i
 *         global __pyx_memoryview_thread_locks_used
 *         if self.lock != NULL:             # <<<<<<<<<<<<<<
 *             for i in range(0 if __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() else __pyx_memoryview_thread_locks_used):
 *                 if __pyx_memoryview_thread_locks[i] is self.lock:
*/

#line 386 "View.MemoryView"
  }

  /* "View.MemoryView":376
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             PyBuffer_Release(&self.view)
*/

#line 376 "View.MemoryView"


#line 376 "View.MemoryView"
  /* function exit code */

#line 376 "View.MemoryView"
}

/* "View.MemoryView":397
 *                 PyThread_free_lock(self.lock)
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf
*/

#line 397 "View.MemoryView"


#line 397 "View.MemoryView"
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index) {
  Py_ssize_t __pyx_v_dim
#line 397 "View.MemoryView"
;
  char *__pyx_v_itemp
#line 397 "View.MemoryView"
;
  PyObject *__pyx_v_idx = NULL
#line 397 "View.MemoryView"
;

#line 397 "View.MemoryView"
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#line 397 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 397 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 397 "View.MemoryView"
  PyObject *__pyx_t_2 = NULL;

#line 397 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 397 "View.MemoryView"
  PyObject *(*__pyx_t_4)(PyObject *);

#line 397 "View.MemoryView"
  PyObject *__pyx_t_5 = NULL;

#line 397 "View.MemoryView"
  Py_ssize_t __pyx_t_6;

#line 397 "View.MemoryView"
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#line 523 "View.MemoryView"
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#line 526 "View.MemoryView"
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#line 526 "View.MemoryView"
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#line 529 "View.MemoryView"
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#line 529 "View.MemoryView"
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#line 532 "View.MemoryView"
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#line 531 "View.MemoryView"
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#line 531 "View.MemoryView"
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#line 534 "View.MemoryView"
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#line 534 "View.MemoryView"
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#line 534 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 537 "View.MemoryView"
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#line 537 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 541 "View.MemoryView"
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#line 541 "View.MemoryView"
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#line 541 "View.MemoryView"
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#line 541 "View.MemoryView"
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#line 544 "View.MemoryView"
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#line 544 "View.MemoryView"
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#line 521 "View.MemoryView"


#line 521 "View.MemoryView"
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#line 710 "View.MemoryView"


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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 723 "View.MemoryView"
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#line 725 "View.MemoryView"
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#line 729 "View.MemoryView"
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#line 729 "View.MemoryView"
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#line 747 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 749 "View.MemoryView"
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#line 749 "View.MemoryView"
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*/

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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 756 "View.MemoryView"
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*/

#line 757 "View.MemoryView"
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*/

#line 758 "View.MemoryView"
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*/

#line 756 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 766 "View.MemoryView"
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*/

#line 767 "View.MemoryView"
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#line 768 "View.MemoryView"
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#line 770 "View.MemoryView"
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*/

#line 776 "View.MemoryView"
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#line 776 "View.MemoryView"
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#line 747 "View.MemoryView"
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*/

#line 778 "View.MemoryView"
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#line 778 "View.MemoryView"
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*/

#line 779 "View.MemoryView"
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#line 781 "View.MemoryView"
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#line 779 "View.MemoryView"
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#line 779 "View.MemoryView"
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#line 779 "View.MemoryView"
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#line 779 "View.MemoryView"
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#line 778 "View.MemoryView"
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#line 784 "View.MemoryView"
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#line 785 "View.MemoryView"
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#line 784 "View.MemoryView"
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#line 784 "View.MemoryView"
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#line 784 "View.MemoryView"
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#line 784 "View.MemoryView"
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#line 784 "View.MemoryView"
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#line 710 "View.MemoryView"


#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
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#line 710 "View.MemoryView"
  __Pyx_XGIVEREF((PyObject *)__pyx_r);

#line 710 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 710 "View.MemoryView"
  return __pyx_r;

#line 710 "View.MemoryView"
}

/* "View.MemoryView":792
 * 
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')             # <<<<<<<<<<<<<<
 * cdef int slice_memviewslice(
 *         __Pyx_memviewslice *dst,
*/

#line 792 "View.MemoryView"


#line 792 "View.MemoryView"
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) {
  Py_ssize_t __pyx_v_new_shape
#line 792 "View.MemoryView"
;
  int __pyx_v_negative_step
#line 792 "View.MemoryView"
;

#line 792 "View.MemoryView"
  int __pyx_r;

#line 792 "View.MemoryView"
  int __pyx_t_1;

#line 792 "View.MemoryView"
  int __pyx_t_2;

#line 792 "View.MemoryView"
  int __pyx_t_3;

#line 792 "View.MemoryView"
  int __pyx_lineno = 0;

#line 792 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 792 "View.MemoryView"
  int __pyx_clineno = 0;

#line 792 "View.MemoryView"
  PyGILState_STATE __pyx_gilstate_save;

  /* "View.MemoryView":813
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
*/

#line 813 "View.MemoryView"
  __pyx_t_1 = (!__pyx_v_is_slice);

#line 813 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":815
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
*/

#line 815 "View.MemoryView"
    __pyx_t_1 = (__pyx_v_start < 0);

#line 815 "View.MemoryView"
    if (__pyx_t_1) {

      /* "View.MemoryView":816
 * 
 *         if start < 0:
 *             start += shape             # <<<<<<<<<<<<<<
 *         if not 0 <= start < shape:
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)
*/

#line 816 "View.MemoryView"
      __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

      /* "View.MemoryView":815
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
*/

#line 815 "View.MemoryView"
    }

    /* "View.MemoryView":817
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
*/

#line 817 "View.MemoryView"
    __pyx_t_1 = (0 <= __pyx_v_start);

#line 817 "View.MemoryView"
    if (__pyx_t_1) {

#line 817 "View.MemoryView"
      __pyx_t_1 = (__pyx_v_start < __pyx_v_shape);

#line 817 "View.MemoryView"
    }

#line 817 "View.MemoryView"
    __pyx_t_2 = (!__pyx_t_1);

#line 817 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":818
 *             start += shape
 *         if not 0 <= start < shape:
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)             # <<<<<<<<<<<<<<
 *     else:
 * 
*/

#line 818 "View.MemoryView"
      __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_IndexError, __pyx_mstate_global->__pyx_kp_u_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 818, __pyx_L1_error)

      /* "View.MemoryView":817
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
*/

#line 817 "View.MemoryView"
    }

    /* "View.MemoryView":813
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
*/

#line 813 "View.MemoryView"
    goto __pyx_L3;

#line 813 "View.MemoryView"
  }

  /* "View.MemoryView":821
 *     else:
 * 
 *         if have_step:             # <<<<<<<<<<<<<<
 *             negative_step = step < 0
 *             if step == 0:
*/

#line 821 "View.MemoryView"
  /*else*/ {

#line 821 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_have_step != 0);

#line 821 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":822
 * 
 *         if have_step:
 *             negative_step = step < 0             # <<<<<<<<<<<<<<
 *             if step == 0:
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
*/

#line 822 "View.MemoryView"
      __pyx_v_negative_step = (__pyx_v_step < 0);

      /* "View.MemoryView":823
 *         if have_step:
 *             negative_step = step < 0
 *             if step == 0:             # <<<<<<<<<<<<<<
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
 *         else:
*/

#line 823 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_step == 0);

#line 823 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":824
 *             negative_step = step < 0
 *             if step == 0:
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)             # <<<<<<<<<<<<<<
 *         else:
 *             negative_step = False
*/

#line 824 "View.MemoryView"
        __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_ValueError, __pyx_mstate_global->__pyx_kp_u_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 824, __pyx_L1_error)

        /* "View.MemoryView":823
 *         if have_step:
 *             negative_step = step < 0
 *             if step == 0:             # <<<<<<<<<<<<<<
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
 *         else:
*/

#line 823 "View.MemoryView"
      }

      /* "View.MemoryView":821
 *     else:
 * 
 *         if have_step:             # <<<<<<<<<<<<<<
 *             negative_step = step < 0
 *             if step == 0:
*/

#line 821 "View.MemoryView"
      goto __pyx_L6;

#line 821 "View.MemoryView"
    }

    /* "View.MemoryView":826
 *                 _err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim)
 *         else:
 *             negative_step = False             # <<<<<<<<<<<<<<
 *             step = 1
 * 
*/

#line 826 "View.MemoryView"
    /*else*/ {

#line 826 "View.MemoryView"
      __pyx_v_negative_step = 0;

      /* "View.MemoryView":827
 *         else:
 *             negative_step = False
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 827 "View.MemoryView"
      __pyx_v_step = 1;

#line 827 "View.MemoryView"
    }

#line 827 "View.MemoryView"
    __pyx_L6:;

    /* "View.MemoryView":830
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
*/

#line 830 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_have_start != 0);

#line 830 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":831
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
*/

#line 831 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_start < 0);

#line 831 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":832
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
*/

#line 832 "View.MemoryView"
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

        /* "View.MemoryView":833
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
*/

#line 833 "View.MemoryView"
        __pyx_t_2 = (__pyx_v_start < 0);

#line 833 "View.MemoryView"
        if (__pyx_t_2) {

          /* "View.MemoryView":834
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
*/

#line 834 "View.MemoryView"
          __pyx_v_start = 0;

          /* "View.MemoryView":833
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
*/

#line 833 "View.MemoryView"
        }

        /* "View.MemoryView":831
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
*/

#line 831 "View.MemoryView"
        goto __pyx_L9;

#line 831 "View.MemoryView"
      }

      /* "View.MemoryView":835
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
*/

#line 835 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_start >= __pyx_v_shape);

#line 835 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":836
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
*/

#line 836 "View.MemoryView"
        if (__pyx_v_negative_step) {

          /* "View.MemoryView":837
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
*/

#line 837 "View.MemoryView"
          __pyx_v_start = (__pyx_v_shape - 1);

          /* "View.MemoryView":836
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
*/

#line 836 "View.MemoryView"
          goto __pyx_L11;

#line 836 "View.MemoryView"
        }

        /* "View.MemoryView":839
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
*/

#line 839 "View.MemoryView"
        /*else*/ {

#line 839 "View.MemoryView"
          __pyx_v_start = __pyx_v_shape;

#line 839 "View.MemoryView"
        }

#line 839 "View.MemoryView"
        __pyx_L11:;

        /* "View.MemoryView":835
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
*/

#line 835 "View.MemoryView"
      }

#line 835 "View.MemoryView"
      __pyx_L9:;

      /* "View.MemoryView":830
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
*/

#line 830 "View.MemoryView"
      goto __pyx_L8;

#line 830 "View.MemoryView"
    }

    /* "View.MemoryView":841
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
*/

#line 841 "View.MemoryView"
    /*else*/ {

#line 841 "View.MemoryView"
      if (__pyx_v_negative_step) {

        /* "View.MemoryView":842
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
*/

#line 842 "View.MemoryView"
        __pyx_v_start = (__pyx_v_shape - 1);

        /* "View.MemoryView":841
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
*/

#line 841 "View.MemoryView"
        goto __pyx_L12;

#line 841 "View.MemoryView"
      }

      /* "View.MemoryView":844
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
*/

#line 844 "View.MemoryView"
      /*else*/ {

#line 844 "View.MemoryView"
        __pyx_v_start = 0;

#line 844 "View.MemoryView"
      }

#line 844 "View.MemoryView"
      __pyx_L12:;

#line 844 "View.MemoryView"
    }

#line 844 "View.MemoryView"
    __pyx_L8:;

    /* "View.MemoryView":846
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
*/

#line 846 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_have_stop != 0);

#line 846 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":847
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
*/

#line 847 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_stop < 0);

#line 847 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":848
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
*/

#line 848 "View.MemoryView"
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":849
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
*/

#line 849 "View.MemoryView"
        __pyx_t_2 = (__pyx_v_stop < 0);

#line 849 "View.MemoryView"
        if (__pyx_t_2) {

          /* "View.MemoryView":850
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
*/

#line 850 "View.MemoryView"
          __pyx_v_stop = 0;

          /* "View.MemoryView":849
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
*/

#line 849 "View.MemoryView"
        }

        /* "View.MemoryView":847
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
*/

#line 847 "View.MemoryView"
        goto __pyx_L14;

#line 847 "View.MemoryView"
      }

      /* "View.MemoryView":851
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
*/

#line 851 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_stop > __pyx_v_shape);

#line 851 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":852
 *                     stop = 0
 *             elif stop > shape:
 *                 stop = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
*/

#line 852 "View.MemoryView"
        __pyx_v_stop = __pyx_v_shape;

        /* "View.MemoryView":851
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
*/

#line 851 "View.MemoryView"
      }

#line 851 "View.MemoryView"
      __pyx_L14:;

      /* "View.MemoryView":846
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
*/

#line 846 "View.MemoryView"
      goto __pyx_L13;

#line 846 "View.MemoryView"
    }

    /* "View.MemoryView":854
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
*/

#line 854 "View.MemoryView"
    /*else*/ {

#line 854 "View.MemoryView"
      if (__pyx_v_negative_step) {

        /* "View.MemoryView":855
 *         else:
 *             if negative_step:
 *                 stop = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 stop = shape
*/

#line 855 "View.MemoryView"
        __pyx_v_stop = -1L;

        /* "View.MemoryView":854
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
*/

#line 854 "View.MemoryView"
        goto __pyx_L16;

#line 854 "View.MemoryView"
      }

      /* "View.MemoryView":857
 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 857 "View.MemoryView"
      /*else*/ {

#line 857 "View.MemoryView"
        __pyx_v_stop = __pyx_v_shape;

#line 857 "View.MemoryView"
      }

#line 857 "View.MemoryView"
      __pyx_L16:;

#line 857 "View.MemoryView"
    }

#line 857 "View.MemoryView"
    __pyx_L13:;

    /* "View.MemoryView":861
 * 
 *         with cython.cdivision(True):
 *             new_shape = (stop - start) // step             # <<<<<<<<<<<<<<
 * 
 *             if (stop - start) - step * new_shape:
*/

#line 861 "View.MemoryView"
    __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step);

    /* "View.MemoryView":863
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
*/

#line 863 "View.MemoryView"
    __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0);

#line 863 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":864
 * 
 *             if (stop - start) - step * new_shape:
 *                 new_shape += 1             # <<<<<<<<<<<<<<
 * 
 *         if new_shape < 0:
*/

#line 864 "View.MemoryView"
      __pyx_v_new_shape = (__pyx_v_new_shape + 1);

      /* "View.MemoryView":863
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
*/

#line 863 "View.MemoryView"
    }

    /* "View.MemoryView":866
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
*/

#line 866 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_new_shape < 0);

#line 866 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":867
 * 
 *         if new_shape < 0:
 *             new_shape = 0             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 867 "View.MemoryView"
      __pyx_v_new_shape = 0;

      /* "View.MemoryView":866
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
*/

#line 866 "View.MemoryView"
    }

    /* "View.MemoryView":870
 * 
 * 
 *         dst.strides[new_ndim] = stride * step             # <<<<<<<<<<<<<<
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset
*/

#line 870 "View.MemoryView"
    (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step);

    /* "View.MemoryView":871
 * 
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape             # <<<<<<<<<<<<<<
 *         dst.suboffsets[new_ndim] = suboffset
 * 
*/

#line 871 "View.MemoryView"
    (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape;

    /* "View.MemoryView":872
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 872 "View.MemoryView"
    (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset;

#line 872 "View.MemoryView"
  }

#line 872 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":875
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
*/

#line 875 "View.MemoryView"
  __pyx_t_2 = ((__pyx_v_suboffset_dim[0]) < 0);

#line 875 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":876
 * 
 *     if suboffset_dim[0] < 0:
 *         dst.data += start * stride             # <<<<<<<<<<<<<<
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
*/

#line 876 "View.MemoryView"
    __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride));

    /* "View.MemoryView":875
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
*/

#line 875 "View.MemoryView"
    goto __pyx_L19;

#line 875 "View.MemoryView"
  }

  /* "View.MemoryView":878
 *         dst.data += start * stride
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride             # <<<<<<<<<<<<<<
 * 
 *     if suboffset >= 0:
*/

#line 878 "View.MemoryView"
  /*else*/ {

#line 878 "View.MemoryView"
    __pyx_t_3 = (__pyx_v_suboffset_dim[0]);

#line 878 "View.MemoryView"
    (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride));

#line 878 "View.MemoryView"
  }

#line 878 "View.MemoryView"
  __pyx_L19:;

  /* "View.MemoryView":880
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
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*/

#line 880 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_suboffset >= 0);

#line 880 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":881
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
*/

#line 881 "View.MemoryView"
    __pyx_t_2 = (!__pyx_v_is_slice);

#line 881 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":882
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
*/

#line 882 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_new_ndim == 0);

#line 882 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":883
 *         if not is_slice:
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_dim(PyExc_IndexError, "All dimensions preceding dimension %d "
*/

#line 883 "View.MemoryView"
        __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset);

        /* "View.MemoryView":882
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
*/

#line 882 "View.MemoryView"
        goto __pyx_L22;

#line 882 "View.MemoryView"
      }

      /* "View.MemoryView":885
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 *                 _err_dim(PyExc_IndexError, "All dimensions preceding dimension %d "             # <<<<<<<<<<<<<<
 *                                      "must be indexed and not sliced", dim)
 *         else:
*/

#line 885 "View.MemoryView"
      /*else*/ {

        /* "View.MemoryView":886
 *             else:
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#line 886 "View.MemoryView"
        __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_IndexError, __pyx_mstate_global->__pyx_kp_u_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 885, __pyx_L1_error)

#line 886 "View.MemoryView"
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#line 886 "View.MemoryView"
      __pyx_L22:;

      /* "View.MemoryView":881
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 *     if suboffset >= 0:
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*/

#line 881 "View.MemoryView"
      goto __pyx_L21;

#line 881 "View.MemoryView"
    }

    /* "View.MemoryView":888
 *                                      "must be indexed and not sliced", dim)
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 *             suboffset_dim[0] = new_ndim             # <<<<<<<<<<<<<<
 * 
 *     return 0
*/

#line 888 "View.MemoryView"
    /*else*/ {

#line 888 "View.MemoryView"
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#line 888 "View.MemoryView"
    }

#line 888 "View.MemoryView"
    __pyx_L21:;

    /* "View.MemoryView":880
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
*/

#line 880 "View.MemoryView"
  }

  /* "View.MemoryView":890
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 * 
 *     return 0             # <<<<<<<<<<<<<<
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 * 
*/

#line 890 "View.MemoryView"
  __pyx_r = 0;

#line 890 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":792
 * 
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')             # <<<<<<<<<<<<<<
 * cdef int slice_memviewslice(
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*/

#line 792 "View.MemoryView"


#line 792 "View.MemoryView"
  /* function exit code */

#line 792 "View.MemoryView"
  __pyx_L1_error:;

#line 792 "View.MemoryView"
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#line 792 "View.MemoryView"
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#line 792 "View.MemoryView"
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#line 792 "View.MemoryView"
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#line 792 "View.MemoryView"
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#line 792 "View.MemoryView"
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#line 792 "View.MemoryView"
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/* "View.MemoryView":895
 * 
 * 
 * @cname('__pyx_pybuffer_index')             # <<<<<<<<<<<<<<
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*/

#line 895 "View.MemoryView"


#line 895 "View.MemoryView"
static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, Py_ssize_t __pyx_v_index, Py_ssize_t __pyx_v_dim) {
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#line 895 "View.MemoryView"
;
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#line 895 "View.MemoryView"
;
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#line 895 "View.MemoryView"
;
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#line 895 "View.MemoryView"
;
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#line 895 "View.MemoryView"
;

#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,
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 *     cdef Py_ssize_t shape, stride, suboffset = -1             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t itemsize = view.itemsize
 *     cdef char *resultp
*/

#line 898 "View.MemoryView"
  __pyx_v_suboffset = -1L;

  /* "View.MemoryView":899
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*/

#line 899 "View.MemoryView"
  __pyx_t_1 = __pyx_v_view->itemsize;

#line 899 "View.MemoryView"
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":902
 *     cdef char *resultp
 * 
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*/

#line 902 "View.MemoryView"
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#line 902 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":903
 * 
 *     if view.ndim == 0:
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*/

#line 903 "View.MemoryView"
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#line 903 "View.MemoryView"
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#line 903 "View.MemoryView"
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#line 903 "View.MemoryView"
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#line 903 "View.MemoryView"
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#line 903 "View.MemoryView"
      PyErr_SetString(PyExc_OverflowError, "value too large to perform division");

#line 903 "View.MemoryView"
      __PYX_ERR(1, 903, __pyx_L1_error)

#line 903 "View.MemoryView"
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#line 903 "View.MemoryView"
    __pyx_v_shape = __Pyx_div_Py_ssize_t(__pyx_v_view->len, __pyx_v_itemsize, 0);

    /* "View.MemoryView":904
 *     if view.ndim == 0:
 *         shape = view.len // itemsize
 *         stride = itemsize             # <<<<<<<<<<<<<<
 *     else:
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*/

#line 904 "View.MemoryView"
    __pyx_v_stride = __pyx_v_itemsize;

    /* "View.MemoryView":902
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len // itemsize
 *         stride = itemsize
*/

#line 902 "View.MemoryView"
    goto __pyx_L3;

#line 902 "View.MemoryView"
  }

  /* "View.MemoryView":906
 *         stride = itemsize
 *     else:
 *         shape = view.shape[dim]             # <<<<<<<<<<<<<<
 *         stride = view.strides[dim]
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*/

#line 906 "View.MemoryView"
  /*else*/ {

#line 906 "View.MemoryView"
    __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]);

    /* "View.MemoryView":907
 *     else:
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]             # <<<<<<<<<<<<<<
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]
*/

#line 907 "View.MemoryView"
    __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]);

    /* "View.MemoryView":908
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
*/

#line 908 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_view->suboffsets != NULL);

#line 908 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":909
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]             # <<<<<<<<<<<<<<
 * 
 *     if index < 0:
*/

#line 909 "View.MemoryView"
      __pyx_v_suboffset = (__pyx_v_view->suboffsets[__pyx_v_dim]);

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 *         shape = view.shape[dim]
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 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
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*/

#line 908 "View.MemoryView"
    }

#line 908 "View.MemoryView"
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#line 908 "View.MemoryView"
  __pyx_L3:;

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 * 
 *     if index < 0:             # <<<<<<<<<<<<<<
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*/

#line 911 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_index < 0);

#line 911 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":912
 * 
 *     if index < 0:
 *         index += view.shape[dim]             # <<<<<<<<<<<<<<
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 *             raise IndexError, f"Out of bounds on buffer access (axis {dim})"
*/

#line 912 "View.MemoryView"
    __pyx_v_index = (__pyx_v_index + (__pyx_v_view->shape[__pyx_v_dim]));

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*/

#line 913 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_index < 0);

#line 913 "View.MemoryView"
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 *     if index >= shape:
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#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
      __Pyx_GOTREF(__pyx_t_3);

#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
      __pyx_t_4[1] = __pyx_t_3;

#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
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#line 914 "View.MemoryView"
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 *             raise IndexError, f"Out of bounds on buffer access (axis {dim})"
 * 
*/

#line 913 "View.MemoryView"
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 *     if index < 0:             # <<<<<<<<<<<<<<
 *         index += view.shape[dim]
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*/

#line 911 "View.MemoryView"
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  /* "View.MemoryView":916
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 *     if index >= shape:             # <<<<<<<<<<<<<<
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*/

#line 916 "View.MemoryView"
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#line 916 "View.MemoryView"
  if (unlikely(__pyx_t_2)) {

    /* "View.MemoryView":917
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 *     if index >= shape:
 *         raise IndexError, f"Out of bounds on buffer access (axis {dim})"             # <<<<<<<<<<<<<<
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 *     resultp = bufp + index * stride
*/

#line 917 "View.MemoryView"
    __pyx_t_5 = __Pyx_PyUnicode_From_Py_ssize_t(__pyx_v_dim, 0, ' ', 'd'); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 917, __pyx_L1_error)

#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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#line 917 "View.MemoryView"
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 * 
*/

#line 916 "View.MemoryView"
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  /* "View.MemoryView":919
 *         raise IndexError, f"Out of bounds on buffer access (axis {dim})"
 * 
 *     resultp = bufp + index * stride             # <<<<<<<<<<<<<<
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*/

#line 919 "View.MemoryView"
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 *     resultp = bufp + index * stride
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*/

#line 920 "View.MemoryView"
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#line 920 "View.MemoryView"
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#line 921 "View.MemoryView"
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    /* "View.MemoryView":920
 * 
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         resultp = (<char **> resultp)[0] + suboffset
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*/

#line 920 "View.MemoryView"
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  /* "View.MemoryView":923
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 *     return resultp             # <<<<<<<<<<<<<<
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*/

#line 923 "View.MemoryView"
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#line 923 "View.MemoryView"
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 * 
 * @cname('__pyx_pybuffer_index')             # <<<<<<<<<<<<<<
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#line 895 "View.MemoryView"


#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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#line 895 "View.MemoryView"
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/* "View.MemoryView":928
 * 
 * 
 * @cname('__pyx_memslice_transpose')             # <<<<<<<<<<<<<<
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) except -1 nogil:
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*/

#line 928 "View.MemoryView"


#line 928 "View.MemoryView"
static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) {
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#line 928 "View.MemoryView"
;
  Py_ssize_t *__pyx_v_shape
#line 928 "View.MemoryView"
;
  Py_ssize_t *__pyx_v_strides
#line 928 "View.MemoryView"
;
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#line 928 "View.MemoryView"
;
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#line 928 "View.MemoryView"
;

#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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#line 928 "View.MemoryView"
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  /* "View.MemoryView":930
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 *     cdef Py_ssize_t *shape = memslice.shape
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#line 930 "View.MemoryView"
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#line 930 "View.MemoryView"
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#line 933 "View.MemoryView"
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#line 939 "View.MemoryView"
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#line 1032 "View.MemoryView"
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 * 
*/

#line 1033 "View.MemoryView"
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 * 
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#line 1036 "View.MemoryView"
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#line 1037 "View.MemoryView"
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#line 1037 "View.MemoryView"
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#line 1037 "View.MemoryView"
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#line 1037 "View.MemoryView"
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#line 1038 "View.MemoryView"
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#line 1038 "View.MemoryView"
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#line 1039 "View.MemoryView"
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#line 1040 "View.MemoryView"
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#line 1038 "View.MemoryView"
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#line 1038 "View.MemoryView"
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#line 1038 "View.MemoryView"
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#line 1042 "View.MemoryView"
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#line 1042 "View.MemoryView"
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#line 1043 "View.MemoryView"
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#line 1043 "View.MemoryView"
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#line 1043 "View.MemoryView"
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#line 1043 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1046 "View.MemoryView"
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#line 1047 "View.MemoryView"
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#line 1049 "View.MemoryView"
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#line 998 "View.MemoryView"


#line 998 "View.MemoryView"
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#line 1051 "View.MemoryView"


#line 1051 "View.MemoryView"
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#line 1055 "View.MemoryView"
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#line 1055 "View.MemoryView"
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#line 1056 "View.MemoryView"
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#line 1056 "View.MemoryView"
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#line 1057 "View.MemoryView"
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#line 1057 "View.MemoryView"
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#line 1055 "View.MemoryView"
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#line 1059 "View.MemoryView"
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#line 1059 "View.MemoryView"
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#line 1060 "View.MemoryView"
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#line 1060 "View.MemoryView"
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#line 1051 "View.MemoryView"


#line 1051 "View.MemoryView"
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#line 1051 "View.MemoryView"
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#line 1051 "View.MemoryView"
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#line 1062 "View.MemoryView"


#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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#line 1067 "View.MemoryView"
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#line 1067 "View.MemoryView"
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*/

#line 1068 "View.MemoryView"
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#line 1068 "View.MemoryView"
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#line 1069 "View.MemoryView"
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#line 1069 "View.MemoryView"
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*/

#line 1071 "View.MemoryView"
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#line 1072 "View.MemoryView"
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#line 1074 "View.MemoryView"
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#line 1074 "View.MemoryView"
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#line 1074 "View.MemoryView"
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#line 1074 "View.MemoryView"
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#line 1075 "View.MemoryView"
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#line 1076 "View.MemoryView"
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#line 1077 "View.MemoryView"
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#line 1077 "View.MemoryView"
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#line 1077 "View.MemoryView"
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#line 1077 "View.MemoryView"
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#line 1077 "View.MemoryView"
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#line 1077 "View.MemoryView"
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 * @cname('__pyx_memoryview_slice_copy')             # <<<<<<<<<<<<<<
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#line 1062 "View.MemoryView"


#line 1062 "View.MemoryView"
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#line 1062 "View.MemoryView"
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/* "View.MemoryView":1079
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 * @cname('__pyx_memoryview_copy_object')             # <<<<<<<<<<<<<<
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#line 1079 "View.MemoryView"


#line 1079 "View.MemoryView"
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#line 1079 "View.MemoryView"
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#line 1084 "View.MemoryView"
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#line 1084 "View.MemoryView"
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 * @cname('__pyx_memoryview_copy_object')             # <<<<<<<<<<<<<<
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#line 1079 "View.MemoryView"


#line 1079 "View.MemoryView"
  /* function exit code */

#line 1079 "View.MemoryView"
  __pyx_L1_error:;

#line 1079 "View.MemoryView"
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#line 1079 "View.MemoryView"
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#line 1079 "View.MemoryView"
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#line 1079 "View.MemoryView"
  __pyx_L0:;

#line 1079 "View.MemoryView"
  __Pyx_XGIVEREF(__pyx_r);

#line 1079 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 1079 "View.MemoryView"
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#line 1079 "View.MemoryView"
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/* "View.MemoryView":1086
 *     return memoryview_copy_from_slice(memview, &memviewslice)
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')             # <<<<<<<<<<<<<<
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):
 *     """
*/

#line 1086 "View.MemoryView"


#line 1086 "View.MemoryView"
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_memviewslice) {
  PyObject *(*__pyx_v_to_object_func)(char *)
#line 1086 "View.MemoryView"
;
  int (*__pyx_v_to_dtype_func)(char *, PyObject *)
#line 1086 "View.MemoryView"
;

#line 1086 "View.MemoryView"
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#line 1086 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 1086 "View.MemoryView"
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#line 1086 "View.MemoryView"
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#line 1086 "View.MemoryView"
  int (*__pyx_t_3)(char *, PyObject *);

#line 1086 "View.MemoryView"
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#line 1086 "View.MemoryView"
  int __pyx_lineno = 0;

#line 1086 "View.MemoryView"
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#line 1086 "View.MemoryView"
  int __pyx_clineno = 0;

#line 1086 "View.MemoryView"
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 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
*/

#line 1094 "View.MemoryView"
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#line 1094 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1095
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         to_object_func = (<_memoryviewslice> memview).to_object_func             # <<<<<<<<<<<<<<
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
*/

#line 1095 "View.MemoryView"
    __pyx_t_2 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_object_func;

#line 1095 "View.MemoryView"
    __pyx_v_to_object_func = __pyx_t_2;

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 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func             # <<<<<<<<<<<<<<
 *     else:
 *         to_object_func = NULL
*/

#line 1096 "View.MemoryView"
    __pyx_t_3 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_dtype_func;

#line 1096 "View.MemoryView"
    __pyx_v_to_dtype_func = __pyx_t_3;

    /* "View.MemoryView":1094
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
*/

#line 1094 "View.MemoryView"
    goto __pyx_L3;

#line 1094 "View.MemoryView"
  }

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 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
 *         to_object_func = NULL             # <<<<<<<<<<<<<<
 *         to_dtype_func = NULL
 * 
*/

#line 1098 "View.MemoryView"
  /*else*/ {

#line 1098 "View.MemoryView"
    __pyx_v_to_object_func = NULL;

    /* "View.MemoryView":1099
 *     else:
 *         to_object_func = NULL
 *         to_dtype_func = NULL             # <<<<<<<<<<<<<<
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
*/

#line 1099 "View.MemoryView"
    __pyx_v_to_dtype_func = NULL;

#line 1099 "View.MemoryView"
  }

#line 1099 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":1101
 *         to_dtype_func = NULL
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,             # <<<<<<<<<<<<<<
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)
*/

#line 1101 "View.MemoryView"
  __Pyx_XDECREF(__pyx_r);

  /* "View.MemoryView":1103
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1103 "View.MemoryView"
  __pyx_t_4 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 1101, __pyx_L1_error)

#line 1103 "View.MemoryView"
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#line 1103 "View.MemoryView"
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#line 1103 "View.MemoryView"
  __pyx_t_4 = 0;

#line 1103 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1086
 *     return memoryview_copy_from_slice(memview, &memviewslice)
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')             # <<<<<<<<<<<<<<
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):
 *     """
*/

#line 1086 "View.MemoryView"


#line 1086 "View.MemoryView"
  /* function exit code */

#line 1086 "View.MemoryView"
  __pyx_L1_error:;

#line 1086 "View.MemoryView"
  __Pyx_XDECREF(__pyx_t_4);

#line 1086 "View.MemoryView"
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy_from_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 1086 "View.MemoryView"
  __pyx_r = 0;

#line 1086 "View.MemoryView"
  __pyx_L0:;

#line 1086 "View.MemoryView"
  __Pyx_XGIVEREF(__pyx_r);

#line 1086 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 1086 "View.MemoryView"
  return __pyx_r;

#line 1086 "View.MemoryView"
}

/* "View.MemoryView":1109
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) noexcept nogil:             # <<<<<<<<<<<<<<
 *     return -arg if arg < 0 else arg
 * 
*/

#line 1109 "View.MemoryView"


#line 1109 "View.MemoryView"
static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) {

#line 1109 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1109 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1109 "View.MemoryView"
  int __pyx_t_2;

  /* "View.MemoryView":1110
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) noexcept nogil:
 *     return -arg if arg < 0 else arg             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_get_best_slice_order')
*/

#line 1110 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_arg < 0);

#line 1110 "View.MemoryView"
  if (__pyx_t_2) {

#line 1110 "View.MemoryView"
    __pyx_t_1 = (-__pyx_v_arg);

#line 1110 "View.MemoryView"
  } else {

#line 1110 "View.MemoryView"
    __pyx_t_1 = __pyx_v_arg;

#line 1110 "View.MemoryView"
  }

#line 1110 "View.MemoryView"
  __pyx_r = __pyx_t_1;

#line 1110 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1109
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) noexcept nogil:             # <<<<<<<<<<<<<<
 *     return -arg if arg < 0 else arg
 * 
*/

#line 1109 "View.MemoryView"


#line 1109 "View.MemoryView"
  /* function exit code */

#line 1109 "View.MemoryView"
  __pyx_L0:;

#line 1109 "View.MemoryView"
  return __pyx_r;

#line 1109 "View.MemoryView"
}

/* "View.MemoryView":1112
 *     return -arg if arg < 0 else arg
 * 
 * @cname('__pyx_get_best_slice_order')             # <<<<<<<<<<<<<<
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) noexcept nogil:
 *     """
*/

#line 1112 "View.MemoryView"


#line 1112 "View.MemoryView"
static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
  int __pyx_v_i
#line 1112 "View.MemoryView"
;
  Py_ssize_t __pyx_v_c_stride
#line 1112 "View.MemoryView"
;
  Py_ssize_t __pyx_v_f_stride
#line 1112 "View.MemoryView"
;

#line 1112 "View.MemoryView"
  char __pyx_r;

#line 1112 "View.MemoryView"
  int __pyx_t_1;

#line 1112 "View.MemoryView"
  int __pyx_t_2;

#line 1112 "View.MemoryView"
  int __pyx_t_3;

#line 1112 "View.MemoryView"
  int __pyx_t_4;

  /* "View.MemoryView":1118
 *     """
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t f_stride = 0
 * 
*/

#line 1118 "View.MemoryView"
  __pyx_v_c_stride = 0;

  /* "View.MemoryView":1119
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0
 *     cdef Py_ssize_t f_stride = 0             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
*/

#line 1119 "View.MemoryView"
  __pyx_v_f_stride = 0;

  /* "View.MemoryView":1121
 *     cdef Py_ssize_t f_stride = 0
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
*/

#line 1121 "View.MemoryView"
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {

#line 1121 "View.MemoryView"
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1122
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
*/

#line 1122 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_mslice->shape[__pyx_v_i]) > 1);

#line 1122 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1123
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
*/

#line 1123 "View.MemoryView"
      __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1124
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
*/

#line 1124 "View.MemoryView"
      goto __pyx_L4_break;

      /* "View.MemoryView":1122
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
*/

#line 1122 "View.MemoryView"
    }

#line 1122 "View.MemoryView"
  }

#line 1122 "View.MemoryView"
  __pyx_L4_break:;

  /* "View.MemoryView":1126
 *             break
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
*/

#line 1126 "View.MemoryView"
  __pyx_t_1 = __pyx_v_ndim;

#line 1126 "View.MemoryView"
  __pyx_t_3 = __pyx_t_1;

#line 1126 "View.MemoryView"
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1126 "View.MemoryView"
    __pyx_v_i = __pyx_t_4;

    /* "View.MemoryView":1127
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
*/

#line 1127 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_mslice->shape[__pyx_v_i]) > 1);

#line 1127 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1128
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
*/

#line 1128 "View.MemoryView"
      __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1129
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
*/

#line 1129 "View.MemoryView"
      goto __pyx_L7_break;

      /* "View.MemoryView":1127
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
*/

#line 1127 "View.MemoryView"
    }

#line 1127 "View.MemoryView"
  }

#line 1127 "View.MemoryView"
  __pyx_L7_break:;

  /* "View.MemoryView":1131
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
*/

#line 1131 "View.MemoryView"
  __pyx_t_2 = (abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride));

#line 1131 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1132
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 *         return 'C'             # <<<<<<<<<<<<<<
 *     else:
 *         return 'F'
*/

#line 1132 "View.MemoryView"
    __pyx_r = 'C';

#line 1132 "View.MemoryView"
    goto __pyx_L0;

    /* "View.MemoryView":1131
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
*/

#line 1131 "View.MemoryView"
  }

  /* "View.MemoryView":1134
 *         return 'C'
 *     else:
 *         return 'F'             # <<<<<<<<<<<<<<
 * 
 * @cython.cdivision(True)
*/

#line 1134 "View.MemoryView"
  /*else*/ {

#line 1134 "View.MemoryView"
    __pyx_r = 'F';

#line 1134 "View.MemoryView"
    goto __pyx_L0;

#line 1134 "View.MemoryView"
  }

  /* "View.MemoryView":1112
 *     return -arg if arg < 0 else arg
 * 
 * @cname('__pyx_get_best_slice_order')             # <<<<<<<<<<<<<<
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) noexcept nogil:
 *     """
*/

#line 1112 "View.MemoryView"


#line 1112 "View.MemoryView"
  /* function exit code */

#line 1112 "View.MemoryView"
  __pyx_L0:;

#line 1112 "View.MemoryView"
  return __pyx_r;

#line 1112 "View.MemoryView"
}

/* "View.MemoryView":1136
 *         return 'F'
 * 
 * @cython.cdivision(True)             # <<<<<<<<<<<<<<
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,
 *                                    char *dst_data, Py_ssize_t *dst_strides,
*/

#line 1136 "View.MemoryView"


#line 1136 "View.MemoryView"
static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i
#line 1136 "View.MemoryView"
;
  CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent
#line 1136 "View.MemoryView"
;
  Py_ssize_t __pyx_v_dst_extent
#line 1136 "View.MemoryView"
;
  Py_ssize_t __pyx_v_src_stride
#line 1136 "View.MemoryView"
;
  Py_ssize_t __pyx_v_dst_stride
#line 1136 "View.MemoryView"
;

#line 1136 "View.MemoryView"
  int __pyx_t_1;

#line 1136 "View.MemoryView"
  int __pyx_t_2;

#line 1136 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 1136 "View.MemoryView"
  Py_ssize_t __pyx_t_4;

#line 1136 "View.MemoryView"
  Py_ssize_t __pyx_t_5;

  /* "View.MemoryView":1144
 * 
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
*/

#line 1144 "View.MemoryView"
  __pyx_v_src_extent = (__pyx_v_src_shape[0]);

  /* "View.MemoryView":1145
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
*/

#line 1145 "View.MemoryView"
  __pyx_v_dst_extent = (__pyx_v_dst_shape[0]);

  /* "View.MemoryView":1146
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
*/

#line 1146 "View.MemoryView"
  __pyx_v_src_stride = (__pyx_v_src_strides[0]);

  /* "View.MemoryView":1147
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
*/

#line 1147 "View.MemoryView"
  __pyx_v_dst_stride = (__pyx_v_dst_strides[0]);

  /* "View.MemoryView":1149
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         if (src_stride > 0 and dst_stride > 0 and
 *             <size_t> src_stride == itemsize == <size_t> dst_stride):
*/

#line 1149 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_ndim == 1);

#line 1149 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1150
 * 
 *     if ndim == 1:
 *         if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *             <size_t> src_stride == itemsize == <size_t> dst_stride):
 *             memcpy(dst_data, src_data, itemsize * dst_extent)
*/

#line 1150 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_src_stride > 0);

#line 1150 "View.MemoryView"
    if (__pyx_t_2) {

#line 1150 "View.MemoryView"
    } else {

#line 1150 "View.MemoryView"
      __pyx_t_1 = __pyx_t_2;

#line 1150 "View.MemoryView"
      goto __pyx_L5_bool_binop_done;

#line 1150 "View.MemoryView"
    }

#line 1150 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_dst_stride > 0);

#line 1150 "View.MemoryView"
    if (__pyx_t_2) {

#line 1150 "View.MemoryView"
    } else {

#line 1150 "View.MemoryView"
      __pyx_t_1 = __pyx_t_2;

#line 1150 "View.MemoryView"
      goto __pyx_L5_bool_binop_done;

#line 1150 "View.MemoryView"
    }

    /* "View.MemoryView":1151
 *     if ndim == 1:
 *         if (src_stride > 0 and dst_stride > 0 and
 *             <size_t> src_stride == itemsize == <size_t> dst_stride):             # <<<<<<<<<<<<<<
 *             memcpy(dst_data, src_data, itemsize * dst_extent)
 *         else:
*/

#line 1151 "View.MemoryView"
    __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize);

#line 1151 "View.MemoryView"
    if (__pyx_t_2) {

#line 1151 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride));

#line 1151 "View.MemoryView"
    }

#line 1151 "View.MemoryView"
    __pyx_t_1 = __pyx_t_2;

#line 1151 "View.MemoryView"
    __pyx_L5_bool_binop_done:;

    /* "View.MemoryView":1150
 * 
 *     if ndim == 1:
 *         if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *             <size_t> src_stride == itemsize == <size_t> dst_stride):
 *             memcpy(dst_data, src_data, itemsize * dst_extent)
*/

#line 1150 "View.MemoryView"
    if (__pyx_t_1) {

      /* "View.MemoryView":1152
 *         if (src_stride > 0 and dst_stride > 0 and
 *             <size_t> src_stride == itemsize == <size_t> dst_stride):
 *             memcpy(dst_data, src_data, itemsize * dst_extent)             # <<<<<<<<<<<<<<
 *         else:
 *             for i in range(dst_extent):
*/

#line 1152 "View.MemoryView"
      (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)));

      /* "View.MemoryView":1150
 * 
 *     if ndim == 1:
 *         if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *             <size_t> src_stride == itemsize == <size_t> dst_stride):
 *             memcpy(dst_data, src_data, itemsize * dst_extent)
*/

#line 1150 "View.MemoryView"
      goto __pyx_L4;

#line 1150 "View.MemoryView"
    }

    /* "View.MemoryView":1154
 *             memcpy(dst_data, src_data, itemsize * dst_extent)
 *         else:
 *             for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *                 memcpy(dst_data, src_data, itemsize)
 *                 src_data += src_stride
*/

#line 1154 "View.MemoryView"
    /*else*/ {

#line 1154 "View.MemoryView"
      __pyx_t_3 = __pyx_v_dst_extent;

#line 1154 "View.MemoryView"
      __pyx_t_4 = __pyx_t_3;

#line 1154 "View.MemoryView"
      for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {

#line 1154 "View.MemoryView"
        __pyx_v_i = __pyx_t_5;

        /* "View.MemoryView":1155
 *         else:
 *             for i in range(dst_extent):
 *                 memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                 src_data += src_stride
 *                 dst_data += dst_stride
*/

#line 1155 "View.MemoryView"
        (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize));

        /* "View.MemoryView":1156
 *             for i in range(dst_extent):
 *                 memcpy(dst_data, src_data, itemsize)
 *                 src_data += src_stride             # <<<<<<<<<<<<<<
 *                 dst_data += dst_stride
 *     else:
*/

#line 1156 "View.MemoryView"
        __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

        /* "View.MemoryView":1157
 *                 memcpy(dst_data, src_data, itemsize)
 *                 src_data += src_stride
 *                 dst_data += dst_stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(dst_extent):
*/

#line 1157 "View.MemoryView"
        __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);

#line 1157 "View.MemoryView"
      }

#line 1157 "View.MemoryView"
    }

#line 1157 "View.MemoryView"
    __pyx_L4:;

    /* "View.MemoryView":1149
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         if (src_stride > 0 and dst_stride > 0 and
 *             <size_t> src_stride == itemsize == <size_t> dst_stride):
*/

#line 1149 "View.MemoryView"
    goto __pyx_L3;

#line 1149 "View.MemoryView"
  }

  /* "View.MemoryView":1159
 *                 dst_data += dst_stride
 *     else:
 *         for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *             _copy_strided_to_strided(src_data, src_strides + 1,
 *                                      dst_data, dst_strides + 1,
*/

#line 1159 "View.MemoryView"
  /*else*/ {

#line 1159 "View.MemoryView"
    __pyx_t_3 = __pyx_v_dst_extent;

#line 1159 "View.MemoryView"
    __pyx_t_4 = __pyx_t_3;

#line 1159 "View.MemoryView"
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {

#line 1159 "View.MemoryView"
      __pyx_v_i = __pyx_t_5;

      /* "View.MemoryView":1160
 *     else:
 *         for i in range(dst_extent):
 *             _copy_strided_to_strided(src_data, src_strides + 1,             # <<<<<<<<<<<<<<
 *                                      dst_data, dst_strides + 1,
 *                                      src_shape + 1, dst_shape + 1,
*/

#line 1160 "View.MemoryView"
      _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize);

      /* "View.MemoryView":1164
 *                                      src_shape + 1, dst_shape + 1,
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride             # <<<<<<<<<<<<<<
 *             dst_data += dst_stride
 * 
*/

#line 1164 "View.MemoryView"
      __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

      /* "View.MemoryView":1165
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride
 *             dst_data += dst_stride             # <<<<<<<<<<<<<<
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
*/

#line 1165 "View.MemoryView"
      __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);

#line 1165 "View.MemoryView"
    }

#line 1165 "View.MemoryView"
  }

#line 1165 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":1136
 *         return 'F'
 * 
 * @cython.cdivision(True)             # <<<<<<<<<<<<<<
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,
 *                                    char *dst_data, Py_ssize_t *dst_strides,
*/

#line 1136 "View.MemoryView"


#line 1136 "View.MemoryView"
  /* function exit code */

#line 1136 "View.MemoryView"
}

/* "View.MemoryView":1167
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) noexcept nogil:
*/

#line 1167 "View.MemoryView"


#line 1167 "View.MemoryView"
static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) {

  /* "View.MemoryView":1170
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) noexcept nogil:
 *     _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides,             # <<<<<<<<<<<<<<
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
*/

#line 1170 "View.MemoryView"
  _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1167
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) noexcept nogil:
*/

#line 1167 "View.MemoryView"


#line 1167 "View.MemoryView"
  /* function exit code */

#line 1167 "View.MemoryView"
}

/* "View.MemoryView":1173
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 * @cname('__pyx_memoryview_slice_get_size')             # <<<<<<<<<<<<<<
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil:
 *     "Return the size of the memory occupied by the slice in number of bytes"
*/

#line 1173 "View.MemoryView"


#line 1173 "View.MemoryView"
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
  Py_ssize_t __pyx_v_shape
#line 1173 "View.MemoryView"
;
  Py_ssize_t __pyx_v_size
#line 1173 "View.MemoryView"
;

#line 1173 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1173 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1173 "View.MemoryView"
  Py_ssize_t *__pyx_t_2;

#line 1173 "View.MemoryView"
  Py_ssize_t *__pyx_t_3;

#line 1173 "View.MemoryView"
  Py_ssize_t *__pyx_t_4;

  /* "View.MemoryView":1176
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil:
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     for shape in src.shape[:ndim]:
*/

#line 1176 "View.MemoryView"
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;

#line 1176 "View.MemoryView"
  __pyx_v_size = __pyx_t_1;

  /* "View.MemoryView":1178
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 * 
 *     for shape in src.shape[:ndim]:             # <<<<<<<<<<<<<<
 *         size *= shape
 * 
*/

#line 1178 "View.MemoryView"
  __pyx_t_3 = (__pyx_v_src->shape + __pyx_v_ndim);

#line 1178 "View.MemoryView"
  for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {

#line 1178 "View.MemoryView"
    __pyx_t_2 = __pyx_t_4;

#line 1178 "View.MemoryView"
    __pyx_v_shape = (__pyx_t_2[0]);

    /* "View.MemoryView":1179
 * 
 *     for shape in src.shape[:ndim]:
 *         size *= shape             # <<<<<<<<<<<<<<
 * 
 *     return size
*/

#line 1179 "View.MemoryView"
    __pyx_v_size = (__pyx_v_size * __pyx_v_shape);

#line 1179 "View.MemoryView"
  }

  /* "View.MemoryView":1181
 *         size *= shape
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
*/

#line 1181 "View.MemoryView"
  __pyx_r = __pyx_v_size;

#line 1181 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1173
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 * @cname('__pyx_memoryview_slice_get_size')             # <<<<<<<<<<<<<<
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil:
 *     "Return the size of the memory occupied by the slice in number of bytes"
*/

#line 1173 "View.MemoryView"


#line 1173 "View.MemoryView"
  /* function exit code */

#line 1173 "View.MemoryView"
  __pyx_L0:;

#line 1173 "View.MemoryView"
  return __pyx_r;

#line 1173 "View.MemoryView"
}

/* "View.MemoryView":1183
 *     return size
 * 
 * @cname('__pyx_fill_contig_strides_array')             # <<<<<<<<<<<<<<
 * cdef Py_ssize_t fill_contig_strides_array(
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
*/

#line 1183 "View.MemoryView"


#line 1183 "View.MemoryView"
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) {
  int __pyx_v_idx
#line 1183 "View.MemoryView"
;

#line 1183 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1183 "View.MemoryView"
  int __pyx_t_1;

#line 1183 "View.MemoryView"
  int __pyx_t_2;

#line 1183 "View.MemoryView"
  int __pyx_t_3;

#line 1183 "View.MemoryView"
  int __pyx_t_4;

  /* "View.MemoryView":1193
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
*/

#line 1193 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_order == 'F');

#line 1193 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1194
 * 
 *     if order == 'F':
 *         for idx in range(ndim):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
*/

#line 1194 "View.MemoryView"
    __pyx_t_2 = __pyx_v_ndim;

#line 1194 "View.MemoryView"
    __pyx_t_3 = __pyx_t_2;

#line 1194 "View.MemoryView"
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1194 "View.MemoryView"
      __pyx_v_idx = __pyx_t_4;

      /* "View.MemoryView":1195
 *     if order == 'F':
 *         for idx in range(ndim):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 *     else:
*/

#line 1195 "View.MemoryView"
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1196
 *         for idx in range(ndim):
 *             strides[idx] = stride
 *             stride *= shape[idx]             # <<<<<<<<<<<<<<
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
*/

#line 1196 "View.MemoryView"
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));

#line 1196 "View.MemoryView"
    }

    /* "View.MemoryView":1193
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
*/

#line 1193 "View.MemoryView"
    goto __pyx_L3;

#line 1193 "View.MemoryView"
  }

  /* "View.MemoryView":1198
 *             stride *= shape[idx]
 *     else:
 *         for idx in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
*/

#line 1198 "View.MemoryView"
  /*else*/ {

#line 1198 "View.MemoryView"
    for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) {

#line 1198 "View.MemoryView"
      __pyx_v_idx = __pyx_t_2;

      /* "View.MemoryView":1199
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 * 
*/

#line 1199 "View.MemoryView"
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1200
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride
 *             stride *= shape[idx]             # <<<<<<<<<<<<<<
 * 
 *     return stride
*/

#line 1200 "View.MemoryView"
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));

#line 1200 "View.MemoryView"
    }

#line 1200 "View.MemoryView"
  }

#line 1200 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":1202
 *             stride *= shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
*/

#line 1202 "View.MemoryView"
  __pyx_r = __pyx_v_stride;

#line 1202 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1183
 *     return size
 * 
 * @cname('__pyx_fill_contig_strides_array')             # <<<<<<<<<<<<<<
 * cdef Py_ssize_t fill_contig_strides_array(
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
*/

#line 1183 "View.MemoryView"


#line 1183 "View.MemoryView"
  /* function exit code */

#line 1183 "View.MemoryView"
  __pyx_L0:;

#line 1183 "View.MemoryView"
  return __pyx_r;

#line 1183 "View.MemoryView"
}

/* "View.MemoryView":1204
 *     return stride
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')             # <<<<<<<<<<<<<<
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,
 *                              __Pyx_memviewslice *tmpslice,
*/

#line 1204 "View.MemoryView"


#line 1204 "View.MemoryView"
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) {
  int __pyx_v_i
#line 1204 "View.MemoryView"
;
  void *__pyx_v_result
#line 1204 "View.MemoryView"
;
  size_t __pyx_v_itemsize
#line 1204 "View.MemoryView"
;
  size_t __pyx_v_size
#line 1204 "View.MemoryView"
;

#line 1204 "View.MemoryView"
  void *__pyx_r;

#line 1204 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1204 "View.MemoryView"
  int __pyx_t_2;

#line 1204 "View.MemoryView"
  int __pyx_t_3;

#line 1204 "View.MemoryView"
  struct __pyx_memoryview_obj *__pyx_t_4;

#line 1204 "View.MemoryView"
  int __pyx_t_5;

#line 1204 "View.MemoryView"
  int __pyx_t_6;

#line 1204 "View.MemoryView"
  int __pyx_lineno = 0;

#line 1204 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 1204 "View.MemoryView"
  int __pyx_clineno = 0;

#line 1204 "View.MemoryView"
  PyGILState_STATE __pyx_gilstate_save;

  /* "View.MemoryView":1216
 *     cdef void *result
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
*/

#line 1216 "View.MemoryView"
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;

#line 1216 "View.MemoryView"
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1217
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef size_t size = slice_get_size(src, ndim)             # <<<<<<<<<<<<<<
 * 
 *     result = malloc(size)
*/

#line 1217 "View.MemoryView"
  __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim);

  /* "View.MemoryView":1219
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 *     result = malloc(size)             # <<<<<<<<<<<<<<
 *     if not result:
 *         _err_no_memory()
*/

#line 1219 "View.MemoryView"
  __pyx_v_result = malloc(__pyx_v_size);

  /* "View.MemoryView":1220
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err_no_memory()
 * 
*/

#line 1220 "View.MemoryView"
  __pyx_t_2 = (!(__pyx_v_result != 0));

#line 1220 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1221
 *     result = malloc(size)
 *     if not result:
 *         _err_no_memory()             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1221 "View.MemoryView"
    __pyx_t_3 = __pyx_memoryview_err_no_memory(); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 1221, __pyx_L1_error)

    /* "View.MemoryView":1220
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err_no_memory()
 * 
*/

#line 1220 "View.MemoryView"
  }

  /* "View.MemoryView":1224
 * 
 * 
 *     tmpslice.data = <char *> result             # <<<<<<<<<<<<<<
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
*/

#line 1224 "View.MemoryView"
  __pyx_v_tmpslice->data = ((char *)__pyx_v_result);

  /* "View.MemoryView":1225
 * 
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview             # <<<<<<<<<<<<<<
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
*/

#line 1225 "View.MemoryView"
  __pyx_t_4 = __pyx_v_src->memview;

#line 1225 "View.MemoryView"
  __pyx_v_tmpslice->memview = __pyx_t_4;

  /* "View.MemoryView":1226
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1
*/

#line 1226 "View.MemoryView"
  __pyx_t_3 = __pyx_v_ndim;

#line 1226 "View.MemoryView"
  __pyx_t_5 = __pyx_t_3;

#line 1226 "View.MemoryView"
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {

#line 1226 "View.MemoryView"
    __pyx_v_i = __pyx_t_6;

    /* "View.MemoryView":1227
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]             # <<<<<<<<<<<<<<
 *         tmpslice.suboffsets[i] = -1
 * 
*/

#line 1227 "View.MemoryView"
    (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]);

    /* "View.MemoryView":1228
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, ndim, order)
*/

#line 1228 "View.MemoryView"
    (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L;

#line 1228 "View.MemoryView"
  }

  /* "View.MemoryView":1230
 *         tmpslice.suboffsets[i] = -1
 * 
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#line 1234 "View.MemoryView"
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#line 1234 "View.MemoryView"
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#line 1274 "View.MemoryView"
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*/

#line 1276 "View.MemoryView"
  __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_src), __pyx_v_src_ndim);

  /* "View.MemoryView":1277
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False             # <<<<<<<<<<<<<<
 *     cdef bint direct_copy = False
 *     cdef __Pyx_memviewslice tmp
*/

#line 1277 "View.MemoryView"
  __pyx_v_broadcasting = 0;

  /* "View.MemoryView":1278
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False
 *     cdef bint direct_copy = False             # <<<<<<<<<<<<<<
 *     cdef __Pyx_memviewslice tmp
 * 
*/

#line 1278 "View.MemoryView"
  __pyx_v_direct_copy = 0;

  /* "View.MemoryView":1281
 *     cdef __Pyx_memviewslice tmp
 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
*/

#line 1281 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_src_ndim < __pyx_v_dst_ndim);

#line 1281 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1282
 * 
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
*/

#line 1282 "View.MemoryView"
    __pyx_memoryview_broadcast_leading((&__pyx_v_src), __pyx_v_src_ndim, __pyx_v_dst_ndim);

    /* "View.MemoryView":1281
 *     cdef __Pyx_memviewslice tmp
 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
*/

#line 1281 "View.MemoryView"
    goto __pyx_L3;

#line 1281 "View.MemoryView"
  }

  /* "View.MemoryView":1283
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
*/

#line 1283 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_dst_ndim < __pyx_v_src_ndim);

#line 1283 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1284
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)             # <<<<<<<<<<<<<<
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)
*/

#line 1284 "View.MemoryView"
    __pyx_memoryview_broadcast_leading((&__pyx_v_dst), __pyx_v_dst_ndim, __pyx_v_src_ndim);

    /* "View.MemoryView":1283
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
*/

#line 1283 "View.MemoryView"
  }

#line 1283 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":1286
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
*/

#line 1286 "View.MemoryView"
  __pyx_t_3 = __pyx_v_dst_ndim;

#line 1286 "View.MemoryView"
  __pyx_t_4 = __pyx_v_src_ndim;

#line 1286 "View.MemoryView"
  __pyx_t_2 = (__pyx_t_3 > __pyx_t_4);

#line 1286 "View.MemoryView"
  if (__pyx_t_2) {

#line 1286 "View.MemoryView"
    __pyx_t_5 = __pyx_t_3;

#line 1286 "View.MemoryView"
  } else {

#line 1286 "View.MemoryView"
    __pyx_t_5 = __pyx_t_4;

#line 1286 "View.MemoryView"
  }

#line 1286 "View.MemoryView"
  __pyx_v_ndim = __pyx_t_5;

  /* "View.MemoryView":1288
 *     cdef int ndim = max(src_ndim, dst_ndim)
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
*/

#line 1288 "View.MemoryView"
  __pyx_t_5 = __pyx_v_ndim;

#line 1288 "View.MemoryView"
  __pyx_t_3 = __pyx_t_5;

#line 1288 "View.MemoryView"
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1288 "View.MemoryView"
    __pyx_v_i = __pyx_t_4;

    /* "View.MemoryView":1289
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
*/

#line 1289 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i]));

#line 1289 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1290
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
*/

#line 1290 "View.MemoryView"
      __pyx_t_2 = ((__pyx_v_src.shape[__pyx_v_i]) == 1);

#line 1290 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":1291
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 *                 broadcasting = True             # <<<<<<<<<<<<<<
 *                 src.strides[i] = 0
 *             else:
*/

#line 1291 "View.MemoryView"
        __pyx_v_broadcasting = 1;

        /* "View.MemoryView":1292
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 *                 src.strides[i] = 0             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])
*/

#line 1292 "View.MemoryView"
        (__pyx_v_src.strides[__pyx_v_i]) = 0;

        /* "View.MemoryView":1290
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
*/

#line 1290 "View.MemoryView"
        goto __pyx_L7;

#line 1290 "View.MemoryView"
      }

      /* "View.MemoryView":1294
 *                 src.strides[i] = 0
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])             # <<<<<<<<<<<<<<
 * 
 *         if src.suboffsets[i] >= 0:
*/

#line 1294 "View.MemoryView"
      /*else*/ {

#line 1294 "View.MemoryView"
        __pyx_t_6 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1294, __pyx_L1_error)

#line 1294 "View.MemoryView"
      }

#line 1294 "View.MemoryView"
      __pyx_L7:;

      /* "View.MemoryView":1289
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
*/

#line 1289 "View.MemoryView"
    }

    /* "View.MemoryView":1296
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
*/

#line 1296 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0);

#line 1296 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1297
 * 
 *         if src.suboffsets[i] >= 0:
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)             # <<<<<<<<<<<<<<
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):
*/

#line 1297 "View.MemoryView"
      __pyx_t_6 = __pyx_memoryview_err_dim(PyExc_ValueError, __pyx_mstate_global->__pyx_kp_u_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1297, __pyx_L1_error)

      /* "View.MemoryView":1296
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
*/

#line 1296 "View.MemoryView"
    }

#line 1296 "View.MemoryView"
  }

  /* "View.MemoryView":1299
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
*/

#line 1299 "View.MemoryView"
  __pyx_t_2 = __pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

#line 1299 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1301
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
*/

#line 1301 "View.MemoryView"
    __pyx_t_2 = (!__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim));

#line 1301 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1302
 * 
 *         if not slice_is_contig(src, order, ndim):
 *             order = get_best_order(&dst, ndim)             # <<<<<<<<<<<<<<
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
*/

#line 1302 "View.MemoryView"
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);

      /* "View.MemoryView":1301
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
*/

#line 1301 "View.MemoryView"
    }

    /* "View.MemoryView":1304
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
*/

#line 1304 "View.MemoryView"
    __pyx_t_7 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_7 == ((void *)0))) __PYX_ERR(1, 1304, __pyx_L1_error)

#line 1304 "View.MemoryView"
    __pyx_v_tmpdata = __pyx_t_7;

    /* "View.MemoryView":1305
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
*/

#line 1305 "View.MemoryView"
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1299
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
*/

#line 1299 "View.MemoryView"
  }

  /* "View.MemoryView":1307
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1307 "View.MemoryView"
  __pyx_t_2 = (!__pyx_v_broadcasting);

#line 1307 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1310
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
*/

#line 1310 "View.MemoryView"
    __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim);

#line 1310 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1311
 * 
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)             # <<<<<<<<<<<<<<
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
*/

#line 1311 "View.MemoryView"
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim);

      /* "View.MemoryView":1310
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
*/

#line 1310 "View.MemoryView"
      goto __pyx_L12;

#line 1310 "View.MemoryView"
    }

    /* "View.MemoryView":1312
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
*/

#line 1312 "View.MemoryView"
    __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim);

#line 1312 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1313
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)             # <<<<<<<<<<<<<<
 * 
 *         if direct_copy:
*/

#line 1313 "View.MemoryView"
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim);

      /* "View.MemoryView":1312
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
*/

#line 1312 "View.MemoryView"
    }

#line 1312 "View.MemoryView"
    __pyx_L12:;

    /* "View.MemoryView":1315
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
*/

#line 1315 "View.MemoryView"
    if (__pyx_v_direct_copy) {

      /* "View.MemoryView":1317
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
*/

#line 1317 "View.MemoryView"
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1318
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)
*/

#line 1318 "View.MemoryView"
      (void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)));

      /* "View.MemoryView":1319
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
*/

#line 1319 "View.MemoryView"
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1320
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
*/

#line 1320 "View.MemoryView"
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1321
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
*/

#line 1321 "View.MemoryView"
      __pyx_r = 0;

#line 1321 "View.MemoryView"
      goto __pyx_L0;

      /* "View.MemoryView":1315
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
*/

#line 1315 "View.MemoryView"
    }

    /* "View.MemoryView":1307
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1307 "View.MemoryView"
  }

  /* "View.MemoryView":1323
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1323 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_order == 'F');

#line 1323 "View.MemoryView"
  if (__pyx_t_2) {

#line 1323 "View.MemoryView"
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));

#line 1323 "View.MemoryView"
  }

#line 1323 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1326
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
*/

#line 1326 "View.MemoryView"
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1326, __pyx_L1_error)

    /* "View.MemoryView":1327
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
*/

#line 1327 "View.MemoryView"
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1327, __pyx_L1_error)

    /* "View.MemoryView":1323
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1323 "View.MemoryView"
  }

  /* "View.MemoryView":1329
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
*/

#line 1329 "View.MemoryView"
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1330
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 * 
*/

#line 1330 "View.MemoryView"
  copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1331
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
*/

#line 1331 "View.MemoryView"
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1333
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
*/

#line 1333 "View.MemoryView"
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1334
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
*/

#line 1334 "View.MemoryView"
  __pyx_r = 0;

#line 1334 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1264
 * 
 * 
 * @cname('__pyx_memoryview_copy_contents')             # <<<<<<<<<<<<<<
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,
 *                                   __Pyx_memviewslice dst,
*/

#line 1264 "View.MemoryView"


#line 1264 "View.MemoryView"
  /* function exit code */

#line 1264 "View.MemoryView"
  __pyx_L1_error:;

#line 1264 "View.MemoryView"
  __pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1264 "View.MemoryView"
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 1264 "View.MemoryView"
  __pyx_r = -1;

#line 1264 "View.MemoryView"
  __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 1264 "View.MemoryView"
  __pyx_L0:;

#line 1264 "View.MemoryView"
  return __pyx_r;

#line 1264 "View.MemoryView"
}

/* "View.MemoryView":1336
 *     return 0
 * 
 * @cname('__pyx_memoryview_broadcast_leading')             # <<<<<<<<<<<<<<
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,
 *                             int ndim,
*/

#line 1336 "View.MemoryView"


#line 1336 "View.MemoryView"
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
  int __pyx_v_i
#line 1336 "View.MemoryView"
;
  int __pyx_v_offset
#line 1336 "View.MemoryView"
;

#line 1336 "View.MemoryView"
  int __pyx_t_1;

#line 1336 "View.MemoryView"
  int __pyx_t_2;

#line 1336 "View.MemoryView"
  int __pyx_t_3;

  /* "View.MemoryView":1341
 *                             int ndim_other) noexcept nogil:
 *     cdef int i
 *     cdef int offset = ndim_other - ndim             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
*/

#line 1341 "View.MemoryView"
  __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim);

  /* "View.MemoryView":1343
 *     cdef int offset = ndim_other - ndim
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
*/

#line 1343 "View.MemoryView"
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {

#line 1343 "View.MemoryView"
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1344
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]             # <<<<<<<<<<<<<<
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
*/

#line 1344 "View.MemoryView"
    (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]);

    /* "View.MemoryView":1345
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
*/

#line 1345 "View.MemoryView"
    (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]);

    /* "View.MemoryView":1346
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(offset):
*/

#line 1346 "View.MemoryView"
    (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);

#line 1346 "View.MemoryView"
  }

  /* "View.MemoryView":1348
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
*/

#line 1348 "View.MemoryView"
  __pyx_t_1 = __pyx_v_offset;

#line 1348 "View.MemoryView"
  __pyx_t_2 = __pyx_t_1;

#line 1348 "View.MemoryView"
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {

#line 1348 "View.MemoryView"
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1349
 * 
 *     for i in range(offset):
 *         mslice.shape[i] = 1             # <<<<<<<<<<<<<<
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1
*/

#line 1349 "View.MemoryView"
    (__pyx_v_mslice->shape[__pyx_v_i]) = 1;

    /* "View.MemoryView":1350
 *     for i in range(offset):
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i] = -1
 * 
*/

#line 1350 "View.MemoryView"
    (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]);

    /* "View.MemoryView":1351
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1351 "View.MemoryView"
    (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L;

#line 1351 "View.MemoryView"
  }

  /* "View.MemoryView":1336
 *     return 0
 * 
 * @cname('__pyx_memoryview_broadcast_leading')             # <<<<<<<<<<<<<<
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,
 *                             int ndim,
*/

#line 1336 "View.MemoryView"


#line 1336 "View.MemoryView"
  /* function exit code */

#line 1336 "View.MemoryView"
}

/* "View.MemoryView":1358
 * 
 * 
 * @cname('__pyx_memoryview_refcount_copying')             # <<<<<<<<<<<<<<
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:
 * 
*/

#line 1358 "View.MemoryView"


#line 1358 "View.MemoryView"
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) {

  /* "View.MemoryView":1361
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
*/

#line 1361 "View.MemoryView"
  if (__pyx_v_dtype_is_object) {

    /* "View.MemoryView":1362
 * 
 *     if dtype_is_object:
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
*/

#line 1362 "View.MemoryView"
    __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc);

    /* "View.MemoryView":1361
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
*/

#line 1361 "View.MemoryView"
  }

  /* "View.MemoryView":1358
 * 
 * 
 * @cname('__pyx_memoryview_refcount_copying')             # <<<<<<<<<<<<<<
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:
 * 
*/

#line 1358 "View.MemoryView"


#line 1358 "View.MemoryView"
  /* function exit code */

#line 1358 "View.MemoryView"
}

/* "View.MemoryView":1364
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,
 *                                              Py_ssize_t *strides, int ndim,
*/

#line 1364 "View.MemoryView"


#line 1364 "View.MemoryView"
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
  PyGILState_STATE 
#line 1364 "View.MemoryView"
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();

  /* "View.MemoryView":1368
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) noexcept with gil:
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
*/

#line 1368 "View.MemoryView"
  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

  /* "View.MemoryView":1364
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,
 *                                              Py_ssize_t *strides, int ndim,
*/

#line 1364 "View.MemoryView"


#line 1364 "View.MemoryView"
  /* function exit code */

#line 1364 "View.MemoryView"
  __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 1364 "View.MemoryView"
}

/* "View.MemoryView":1370
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,
 *                                     Py_ssize_t *strides, int ndim, bint inc) noexcept:
*/

#line 1370 "View.MemoryView"


#line 1370 "View.MemoryView"
static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i
#line 1370 "View.MemoryView"
;
  Py_ssize_t __pyx_v_stride
#line 1370 "View.MemoryView"
;

#line 1370 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1370 "View.MemoryView"
  Py_ssize_t __pyx_t_2;

#line 1370 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 1370 "View.MemoryView"
  int __pyx_t_4;

  /* "View.MemoryView":1374
 *                                     Py_ssize_t *strides, int ndim, bint inc) noexcept:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(shape[0]):
*/

#line 1374 "View.MemoryView"
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1376
 *     cdef Py_ssize_t stride = strides[0]
 * 
 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
 *             if inc:
*/

#line 1376 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_shape[0]);

#line 1376 "View.MemoryView"
  __pyx_t_2 = __pyx_t_1;

#line 1376 "View.MemoryView"
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {

#line 1376 "View.MemoryView"
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1377
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
*/

#line 1377 "View.MemoryView"
    __pyx_t_4 = (__pyx_v_ndim == 1);

#line 1377 "View.MemoryView"
    if (__pyx_t_4) {

      /* "View.MemoryView":1378
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
*/

#line 1378 "View.MemoryView"
      if (__pyx_v_inc) {

        /* "View.MemoryView":1379
 *         if ndim == 1:
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])
*/

#line 1379 "View.MemoryView"
        Py_INCREF((((PyObject **)__pyx_v_data)[0]));

        /* "View.MemoryView":1378
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
*/

#line 1378 "View.MemoryView"
        goto __pyx_L6;

#line 1378 "View.MemoryView"
      }

      /* "View.MemoryView":1381
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)
*/

#line 1381 "View.MemoryView"
      /*else*/ {

#line 1381 "View.MemoryView"
        Py_DECREF((((PyObject **)__pyx_v_data)[0]));

#line 1381 "View.MemoryView"
      }

#line 1381 "View.MemoryView"
      __pyx_L6:;

      /* "View.MemoryView":1377
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
*/

#line 1377 "View.MemoryView"
      goto __pyx_L5;

#line 1377 "View.MemoryView"
    }

    /* "View.MemoryView":1383
 *                 Py_DECREF((<PyObject **> data)[0])
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)             # <<<<<<<<<<<<<<
 * 
 *         data += stride
*/

#line 1383 "View.MemoryView"
    /*else*/ {

#line 1383 "View.MemoryView"
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc);

#line 1383 "View.MemoryView"
    }

#line 1383 "View.MemoryView"
    __pyx_L5:;

    /* "View.MemoryView":1385
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)
 * 
 *         data += stride             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1385 "View.MemoryView"
    __pyx_v_data = (__pyx_v_data + __pyx_v_stride);

#line 1385 "View.MemoryView"
  }

  /* "View.MemoryView":1370
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')             # <<<<<<<<<<<<<<
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,
 *                                     Py_ssize_t *strides, int ndim, bint inc) noexcept:
*/

#line 1370 "View.MemoryView"


#line 1370 "View.MemoryView"
  /* function exit code */

#line 1370 "View.MemoryView"
}

/* "View.MemoryView":1390
 * 
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')             # <<<<<<<<<<<<<<
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,
 *                               size_t itemsize, void *item,
*/

#line 1390 "View.MemoryView"


#line 1390 "View.MemoryView"
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) {

  /* "View.MemoryView":1394
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) noexcept nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)
*/

#line 1394 "View.MemoryView"
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1395
 *                               bint dtype_is_object) noexcept nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)             # <<<<<<<<<<<<<<
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)
 * 
*/

#line 1395 "View.MemoryView"
  __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item);

  /* "View.MemoryView":1396
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 1396 "View.MemoryView"
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1390
 * 
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')             # <<<<<<<<<<<<<<
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,
 *                               size_t itemsize, void *item,
*/

#line 1390 "View.MemoryView"


#line 1390 "View.MemoryView"
  /* function exit code */

#line 1390 "View.MemoryView"
}

/* "View.MemoryView":1399
 * 
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')             # <<<<<<<<<<<<<<
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,
 *                               Py_ssize_t *strides, int ndim,
*/

#line 1399 "View.MemoryView"


#line 1399 "View.MemoryView"
static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i
#line 1399 "View.MemoryView"
;
  Py_ssize_t __pyx_v_stride
#line 1399 "View.MemoryView"
;
  Py_ssize_t __pyx_v_extent
#line 1399 "View.MemoryView"
;

#line 1399 "View.MemoryView"
  int __pyx_t_1;

#line 1399 "View.MemoryView"
  Py_ssize_t __pyx_t_2;

#line 1399 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 1399 "View.MemoryView"
  Py_ssize_t __pyx_t_4;

  /* "View.MemoryView":1404
 *                               size_t itemsize, void *item) noexcept nogil:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t extent = shape[0]
 * 
*/

#line 1404 "View.MemoryView"
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1405
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]
 *     cdef Py_ssize_t extent = shape[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
*/

#line 1405 "View.MemoryView"
  __pyx_v_extent = (__pyx_v_shape[0]);

  /* "View.MemoryView":1407
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
*/

#line 1407 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_ndim == 1);

#line 1407 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1408
 * 
 *     if ndim == 1:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             memcpy(data, item, itemsize)
 *             data += stride
*/

#line 1408 "View.MemoryView"
    __pyx_t_2 = __pyx_v_extent;

#line 1408 "View.MemoryView"
    __pyx_t_3 = __pyx_t_2;

#line 1408 "View.MemoryView"
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1408 "View.MemoryView"
      __pyx_v_i = __pyx_t_4;

      /* "View.MemoryView":1409
 *     if ndim == 1:
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)             # <<<<<<<<<<<<<<
 *             data += stride
 *     else:
*/

#line 1409 "View.MemoryView"
      (void)(memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize));

      /* "View.MemoryView":1410
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 *             data += stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(extent):
*/

#line 1410 "View.MemoryView"
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);

#line 1410 "View.MemoryView"
    }

    /* "View.MemoryView":1407
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
*/

#line 1407 "View.MemoryView"
    goto __pyx_L3;

#line 1407 "View.MemoryView"
  }

  /* "View.MemoryView":1412
 *             data += stride
 *     else:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             _slice_assign_scalar(data, shape + 1, strides + 1, ndim - 1, itemsize, item)
 *             data += stride
*/

#line 1412 "View.MemoryView"
  /*else*/ {

#line 1412 "View.MemoryView"
    __pyx_t_2 = __pyx_v_extent;

#line 1412 "View.MemoryView"
    __pyx_t_3 = __pyx_t_2;

#line 1412 "View.MemoryView"
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1412 "View.MemoryView"
      __pyx_v_i = __pyx_t_4;

      /* "View.MemoryView":1413
 *     else:
 *         for i in range(extent):
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/* "../../../../../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"
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
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 *             """
 *             return PyArray_BASE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#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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 *         # 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"
  /* function exit code */

#line 365 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#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"
  __Pyx_RefNannyDeclarations

#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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 *             return <dtype>PyArray_DESCR(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#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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 *         @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"
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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)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline int ndim(self) noexcept nogil:
 *             """Returns the number of dimensions in the array.
*/

#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.
 *             """
 *             return PyArray_NDIM(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#line 381 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_NDIM(__pyx_v_self);

#line 381 "../../../../../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":377
 *             return <dtype>PyArray_DESCR(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline int ndim(self) noexcept nogil:
 *             """Returns the number of dimensions in the array.
*/

#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"
  /* function exit code */

#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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 *             """Returns a pointer to the dimensions/shape of the array.
*/

#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
 *             Can return NULL for 0-dimensional arrays.
 *             """
 *             return PyArray_DIMS(self)             # <<<<<<<<<<<<<<
 * 
 *         @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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  /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":383
 *             return PyArray_NDIM(self)
 * 
 *         @property             # <<<<<<<<<<<<<<
 *         cdef inline npy_intp *shape(self) noexcept nogil:
 *             """Returns a pointer to the dimensions/shape of the array.
*/

#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"
  __pyx_L0:;

#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)
 * 
 *         @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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 *             """
 *             return PyArray_STRIDES(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
*/

#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:
 *             """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"
  /* function exit code */

#line 391 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#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.
*/

#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.
 *             """
 *             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:
 *             """Returns the total size (in number of elements) of the array.
*/

#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"
  __pyx_L0:;

#line 398 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#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:
 *             """The pointer to the data buffer as a char*.
*/

#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"
  char *__pyx_r;

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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 1035 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L3_error:;

    /* "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd":1037
 *     try:
 *         _import_umath()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy._core.umath failed to import")
 * 
*/

#line 1037 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(((PyTypeObject*)PyExc_Exception))));

#line 1037 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    if (__pyx_t_4) {

#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(2, 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"
      __Pyx_INCREF(__pyx_builtin_ImportError);

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __pyx_t_10 = __pyx_builtin_ImportError; 

#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"
      {

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
        PyObject *__pyx_callargs[2] = {__pyx_t_9, __pyx_mstate_global->__pyx_kp_u_numpy__core_umath_failed_to_impo};

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
        __pyx_t_8 = __Pyx_PyObject_FastCall(__pyx_t_10, __pyx_callargs+__pyx_t_11, (2-__pyx_t_11) | (__pyx_t_11*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
        __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
        __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

#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_GOTREF(__pyx_t_8);

#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_Raise(__pyx_t_8, 0, 0, 0);

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
      __PYX_ERR(2, 1038, __pyx_L5_except_error)

#line 1038 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
    }

#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"
  /* function exit code */

#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"
  __Pyx_XDECREF(__pyx_t_5);

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_6);

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_7);

#line 1034 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_8);

#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"
  __Pyx_RefNannyFinishContext();

#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"
  return __pyx_r;

#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;

  /* "../../../../../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"
  /* function exit code */

#line 1088 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1088 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1088 "../../../../../tmp/pip-build-env-of514uja/overlay/lib/python3.11/site-packages/numpy/__init__.cython-30.pxd"
}

/* "ms_deisotope/_c/scoring.pyx":15
 * 
 * 
 * @cython.nonecheck(False)             # <<<<<<<<<<<<<<
 * @cython.cdivision(True)
 * cdef bint isclose(double x, double y, double rtol=1.e-5, double atol=1.e-8):
*/

#line 15 "ms_deisotope/_c/scoring.pyx"


#line 15 "ms_deisotope/_c/scoring.pyx"
static int __pyx_f_12ms_deisotope_2_c_7scoring_isclose(double __pyx_v_x, double __pyx_v_y, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_isclose *__pyx_optional_args) {

#line 15 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_rtol = ((double)1.e-5);

#line 15 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_atol = ((double)1.e-8);

#line 15 "ms_deisotope/_c/scoring.pyx"
  int __pyx_r;

#line 15 "ms_deisotope/_c/scoring.pyx"
  double __pyx_t_1;

#line 15 "ms_deisotope/_c/scoring.pyx"
  double __pyx_t_2;

#line 15 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_optional_args) {

#line 15 "ms_deisotope/_c/scoring.pyx"
    if (__pyx_optional_args->__pyx_n > 0) {

#line 15 "ms_deisotope/_c/scoring.pyx"
      __pyx_v_rtol = __pyx_optional_args->rtol;

#line 15 "ms_deisotope/_c/scoring.pyx"
      if (__pyx_optional_args->__pyx_n > 1) {

#line 15 "ms_deisotope/_c/scoring.pyx"
        __pyx_v_atol = __pyx_optional_args->atol;

#line 15 "ms_deisotope/_c/scoring.pyx"
      }

#line 15 "ms_deisotope/_c/scoring.pyx"
    }

#line 15 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":18
 * @cython.cdivision(True)
 * cdef bint isclose(double x, double y, double rtol=1.e-5, double atol=1.e-8):
 *     return abs(x-y) <= (atol + rtol * abs(y))             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 18 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = fabs((__pyx_v_x - __pyx_v_y)); 

#line 18 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = fabs(__pyx_v_y); 

#line 18 "ms_deisotope/_c/scoring.pyx"
  __pyx_r = (__pyx_t_1 <= (__pyx_v_atol + (__pyx_v_rtol * __pyx_t_2)));

#line 18 "ms_deisotope/_c/scoring.pyx"
  goto __pyx_L0;

  /* "ms_deisotope/_c/scoring.pyx":15
 * 
 * 
 * @cython.nonecheck(False)             # <<<<<<<<<<<<<<
 * @cython.cdivision(True)
 * cdef bint isclose(double x, double y, double rtol=1.e-5, double atol=1.e-8):
*/

#line 15 "ms_deisotope/_c/scoring.pyx"


#line 15 "ms_deisotope/_c/scoring.pyx"
  /* function exit code */

#line 15 "ms_deisotope/_c/scoring.pyx"
  __pyx_L0:;

#line 15 "ms_deisotope/_c/scoring.pyx"
  return __pyx_r;

#line 15 "ms_deisotope/_c/scoring.pyx"
}

/* "ms_deisotope/_c/scoring.pyx":50
 *         The theoretical isotopic pattern being fitted on the experimental data
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 *     def __init__(self, FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental,             # <<<<<<<<<<<<<<
 *                   object data=None, int missed_peaks=0):
 *         self.seed_peak = seed_peak
*/

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


#line 50 "ms_deisotope/_c/scoring.pyx"
/* Python wrapper */

#line 50 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/

#line 50 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_seed_peak = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_score
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  int __pyx_v_charge
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_v_theoretical = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  PyObject *__pyx_v_experimental = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  PyObject *__pyx_v_data = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  int __pyx_v_missed_peaks
#line 50 "ms_deisotope/_c/scoring.pyx"
;

#line 50 "ms_deisotope/_c/scoring.pyx"
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;

#line 50 "ms_deisotope/_c/scoring.pyx"
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
  const char *__pyx_filename = NULL;

#line 50 "ms_deisotope/_c/scoring.pyx"
  int __pyx_clineno = 0;

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
        case  2:

#line 50 "ms_deisotope/_c/scoring.pyx"
        values[1] = __Pyx_ArgRef_VARARGS(__pyx_args, 1);

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
        case  1:

#line 50 "ms_deisotope/_c/scoring.pyx"
        values[0] = __Pyx_ArgRef_VARARGS(__pyx_args, 0);

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
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#line 50 "ms_deisotope/_c/scoring.pyx"
break;
        default: 
#line 50 "ms_deisotope/_c/scoring.pyx"
goto __pyx_L5_argtuple_error;

#line 50 "ms_deisotope/_c/scoring.pyx"
      }

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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*/

#line 51 "ms_deisotope/_c/scoring.pyx"
      if (!values[5]) values[5] = __Pyx_NewRef(((PyObject *)Py_None));

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
      switch (__pyx_nargs) {

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 51 "ms_deisotope/_c/scoring.pyx"
        case  6:

#line 51 "ms_deisotope/_c/scoring.pyx"
        values[5] = __Pyx_ArgRef_VARARGS(__pyx_args, 5);

#line 51 "ms_deisotope/_c/scoring.pyx"
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[5])) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        case  5:

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
goto __pyx_L5_argtuple_error;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
      if (!values[5]) values[5] = __Pyx_NewRef(((PyObject *)Py_None));

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
    __pyx_v_experimental = ((PyObject*)values[4]);

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 86 "ms_deisotope/_c/scoring.pyx"


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#line 171 "ms_deisotope/_c/scoring.pyx"
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#line 171 "ms_deisotope/_c/scoring.pyx"
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#line 174 "ms_deisotope/_c/scoring.pyx"


#line 174 "ms_deisotope/_c/scoring.pyx"
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#line 513 "ms_deisotope/_c/scoring.pyx"
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#line 540 "ms_deisotope/_c/scoring.pyx"


#line 540 "ms_deisotope/_c/scoring.pyx"
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#line 540 "ms_deisotope/_c/scoring.pyx"
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#line 540 "ms_deisotope/_c/scoring.pyx"
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#line 540 "ms_deisotope/_c/scoring.pyx"


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#line 553 "ms_deisotope/_c/scoring.pyx"


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#line 582 "ms_deisotope/_c/scoring.pyx"


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#line 582 "ms_deisotope/_c/scoring.pyx"
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#line 582 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = 0;

#line 617 "ms_deisotope/_c/scoring.pyx"
  goto __pyx_L0;

#line 617 "ms_deisotope/_c/scoring.pyx"


#line 617 "ms_deisotope/_c/scoring.pyx"
  /* function exit code */

#line 617 "ms_deisotope/_c/scoring.pyx"
  __pyx_L1_error:;

#line 617 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
  __pyx_L0:;

#line 617 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
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#line 617 "ms_deisotope/_c/scoring.pyx"
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/* "ms_deisotope/_c/scoring.pyx":632
 * 
 * 
 * @cython.cdivision             # <<<<<<<<<<<<<<
 * cdef double ms_deconv_score_peak(FittedPeak obs, TheoreticalPeak theo, double mass_error_tolerance=0.02, double minimum_signal_to_noise=1) nogil:
 *     cdef:
*/

#line 632 "ms_deisotope/_c/scoring.pyx"


#line 632 "ms_deisotope/_c/scoring.pyx"
static double __pyx_f_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_obs, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_v_theo, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak *__pyx_optional_args) {

#line 632 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_mass_error_tolerance = ((double)0.02);

#line 632 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_minimum_signal_to_noise = ((double)1.0);
  double __pyx_v_mass_error
#line 632 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_abundance_diff
#line 632 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_mass_accuracy
#line 632 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_score
#line 632 "ms_deisotope/_c/scoring.pyx"
;

#line 632 "ms_deisotope/_c/scoring.pyx"
  double __pyx_r;

#line 632 "ms_deisotope/_c/scoring.pyx"
  int __pyx_t_1;

#line 632 "ms_deisotope/_c/scoring.pyx"
  int __pyx_t_2;

#line 632 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_optional_args) {

#line 632 "ms_deisotope/_c/scoring.pyx"
    if (__pyx_optional_args->__pyx_n > 0) {

#line 632 "ms_deisotope/_c/scoring.pyx"
      __pyx_v_mass_error_tolerance = __pyx_optional_args->mass_error_tolerance;

#line 632 "ms_deisotope/_c/scoring.pyx"
      if (__pyx_optional_args->__pyx_n > 1) {

#line 632 "ms_deisotope/_c/scoring.pyx"
        __pyx_v_minimum_signal_to_noise = __pyx_optional_args->minimum_signal_to_noise;

#line 632 "ms_deisotope/_c/scoring.pyx"
      }

#line 632 "ms_deisotope/_c/scoring.pyx"
    }

#line 632 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":636
 *     cdef:
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:             # <<<<<<<<<<<<<<
 *         return 0.
 * 
*/

#line 636 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = (__pyx_v_obs->signal_to_noise < __pyx_v_minimum_signal_to_noise);

#line 636 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":637
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:
 *         return 0.             # <<<<<<<<<<<<<<
 * 
 *     mass_error = fabs(obs.mz - theo.mz)
*/

#line 637 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 637 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L0;

    /* "ms_deisotope/_c/scoring.pyx":636
 *     cdef:
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:             # <<<<<<<<<<<<<<
 *         return 0.
 * 
*/

#line 636 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":639
 *         return 0.
 * 
 *     mass_error = fabs(obs.mz - theo.mz)             # <<<<<<<<<<<<<<
 * 
 *     if mass_error <= mass_error_tolerance:
*/

#line 639 "ms_deisotope/_c/scoring.pyx"
  __pyx_v_mass_error = fabs((__pyx_v_obs->__pyx_base.mz - __pyx_v_theo->mz));

  /* "ms_deisotope/_c/scoring.pyx":641
 *     mass_error = fabs(obs.mz - theo.mz)
 * 
 *     if mass_error <= mass_error_tolerance:             # <<<<<<<<<<<<<<
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
*/

#line 641 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = (__pyx_v_mass_error <= __pyx_v_mass_error_tolerance);

#line 641 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":642
 * 
 *     if mass_error <= mass_error_tolerance:
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance             # <<<<<<<<<<<<<<
 *     else:
 *         return 0.
*/

#line 642 "ms_deisotope/_c/scoring.pyx"
    __pyx_v_mass_accuracy = (1.0 - (__pyx_v_mass_error / __pyx_v_mass_error_tolerance));

    /* "ms_deisotope/_c/scoring.pyx":641
 *     mass_error = fabs(obs.mz - theo.mz)
 * 
 *     if mass_error <= mass_error_tolerance:             # <<<<<<<<<<<<<<
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
*/

#line 641 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L4;

#line 641 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":644
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
 *         return 0.             # <<<<<<<<<<<<<<
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
*/

#line 644 "ms_deisotope/_c/scoring.pyx"
  /*else*/ {

#line 644 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 644 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L0;

#line 644 "ms_deisotope/_c/scoring.pyx"
  }

#line 644 "ms_deisotope/_c/scoring.pyx"
  __pyx_L4:;

  /* "ms_deisotope/_c/scoring.pyx":646
 *         return 0.
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
*/

#line 646 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (__pyx_v_obs->__pyx_base.intensity < __pyx_v_theo->intensity);

#line 646 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_2) {

#line 646 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 646 "ms_deisotope/_c/scoring.pyx"
    __pyx_t_1 = __pyx_t_2;

#line 646 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L6_bool_binop_done;

#line 646 "ms_deisotope/_c/scoring.pyx"
  }

#line 646 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (((__pyx_v_theo->intensity - __pyx_v_obs->__pyx_base.intensity) / __pyx_v_obs->__pyx_base.intensity) <= 1.0);

#line 646 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = __pyx_t_2;

#line 646 "ms_deisotope/_c/scoring.pyx"
  __pyx_L6_bool_binop_done:;

#line 646 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":647
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)             # <<<<<<<<<<<<<<
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
*/

#line 647 "ms_deisotope/_c/scoring.pyx"
    __pyx_v_abundance_diff = (1.0 - ((__pyx_v_theo->intensity - __pyx_v_obs->__pyx_base.intensity) / __pyx_v_obs->__pyx_base.intensity));

    /* "ms_deisotope/_c/scoring.pyx":646
 *         return 0.
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
*/

#line 646 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L5;

#line 646 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":648
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 *     else:
*/

#line 648 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (__pyx_v_obs->__pyx_base.intensity >= __pyx_v_theo->intensity);

#line 648 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_2) {

#line 648 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 648 "ms_deisotope/_c/scoring.pyx"
    __pyx_t_1 = __pyx_t_2;

#line 648 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L8_bool_binop_done;

#line 648 "ms_deisotope/_c/scoring.pyx"
  }

#line 648 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (((__pyx_v_obs->__pyx_base.intensity - __pyx_v_theo->intensity) / __pyx_v_obs->__pyx_base.intensity) <= 1.0);

#line 648 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = __pyx_t_2;

#line 648 "ms_deisotope/_c/scoring.pyx"
  __pyx_L8_bool_binop_done:;

#line 648 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":649
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))             # <<<<<<<<<<<<<<
 *     else:
 *         return 0.
*/

#line 649 "ms_deisotope/_c/scoring.pyx"
    __pyx_v_abundance_diff = sqrt((1.0 - ((__pyx_v_obs->__pyx_base.intensity - __pyx_v_theo->intensity) / __pyx_v_obs->__pyx_base.intensity)));

    /* "ms_deisotope/_c/scoring.pyx":648
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 *     else:
*/

#line 648 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L5;

#line 648 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":651
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 *     else:
 *         return 0.             # <<<<<<<<<<<<<<
 *     score = sqrt(theo.intensity) * mass_accuracy * abundance_diff
 *     return score
*/

#line 651 "ms_deisotope/_c/scoring.pyx"
  /*else*/ {

#line 651 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 651 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L0;

#line 651 "ms_deisotope/_c/scoring.pyx"
  }

#line 651 "ms_deisotope/_c/scoring.pyx"
  __pyx_L5:;

  /* "ms_deisotope/_c/scoring.pyx":652
 *     else:
 *         return 0.
 *     score = sqrt(theo.intensity) * mass_accuracy * abundance_diff             # <<<<<<<<<<<<<<
 *     return score
 * 
*/

#line 652 "ms_deisotope/_c/scoring.pyx"
  __pyx_v_score = ((sqrt(__pyx_v_theo->intensity) * __pyx_v_mass_accuracy) * __pyx_v_abundance_diff);

  /* "ms_deisotope/_c/scoring.pyx":653
 *         return 0.
 *     score = sqrt(theo.intensity) * mass_accuracy * abundance_diff
 *     return score             # <<<<<<<<<<<<<<
 * 
 * 
*/

#line 653 "ms_deisotope/_c/scoring.pyx"
  __pyx_r = __pyx_v_score;

#line 653 "ms_deisotope/_c/scoring.pyx"
  goto __pyx_L0;

  /* "ms_deisotope/_c/scoring.pyx":632
 * 
 * 
 * @cython.cdivision             # <<<<<<<<<<<<<<
 * cdef double ms_deconv_score_peak(FittedPeak obs, TheoreticalPeak theo, double mass_error_tolerance=0.02, double minimum_signal_to_noise=1) nogil:
 *     cdef:
*/

#line 632 "ms_deisotope/_c/scoring.pyx"


#line 632 "ms_deisotope/_c/scoring.pyx"
  /* function exit code */

#line 632 "ms_deisotope/_c/scoring.pyx"
  __pyx_L0:;

#line 632 "ms_deisotope/_c/scoring.pyx"
  return __pyx_r;

#line 632 "ms_deisotope/_c/scoring.pyx"
}

/* "ms_deisotope/_c/scoring.pyx":684
 *     Proteomics : MCP, 9(12), 27722782. https://doi.org/10.1074/mcp.M110.002766
 *     """
 *     def __init__(self, minimum_score=10, mass_error_tolerance=0.02):             # <<<<<<<<<<<<<<
 *         self.mass_error_tolerance = mass_error_tolerance
 *         self.select = MaximizeFitSelector()
*/

#line 684 "ms_deisotope/_c/scoring.pyx"


#line 684 "ms_deisotope/_c/scoring.pyx"
/* Python wrapper */

#line 684 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/

#line 684 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_minimum_score = 0
#line 684 "ms_deisotope/_c/scoring.pyx"
;
  PyObject *__pyx_v_mass_error_tolerance = 0
#line 684 "ms_deisotope/_c/scoring.pyx"
;

#line 684 "ms_deisotope/_c/scoring.pyx"
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;

#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
  const char *__pyx_filename = NULL;

#line 684 "ms_deisotope/_c/scoring.pyx"
  int __pyx_clineno = 0;

#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
break;
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#line 684 "ms_deisotope/_c/scoring.pyx"
goto __pyx_L5_argtuple_error;

#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 693 "ms_deisotope/_c/scoring.pyx"


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#line 825 "ms_deisotope/_c/scoring.pyx"


#line 825 "ms_deisotope/_c/scoring.pyx"
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#line 825 "ms_deisotope/_c/scoring.pyx"
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#line 825 "ms_deisotope/_c/scoring.pyx"
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#line 839 "ms_deisotope/_c/scoring.pyx"
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#line 842 "ms_deisotope/_c/scoring.pyx"
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#line 882 "ms_deisotope/_c/scoring.pyx"
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#line 882 "ms_deisotope/_c/scoring.pyx"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 902 "ms_deisotope/_c/scoring.pyx"
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#line 903 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"


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#line 913 "ms_deisotope/_c/scoring.pyx"


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#line 913 "ms_deisotope/_c/scoring.pyx"


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  if (((int)(__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord < 50000) & (int)(Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord)) & (int)(!__Pyx_PyType_HasFeature(Py_TYPE(o), (Py_TPFLAGS_IS_ABSTRACT | Py_TPFLAGS_HEAPTYPE))))) {
    __pyx_mstate_global->__pyx_freelist_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[__pyx_mstate_global->__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord++] = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)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_7scoring_IsotopicFitRecord(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->seed_peak) {
    e = (*v)(((PyObject *)p->seed_peak), a); if (e) return e;
  }
  if (p->experimental) {
    e = (*v)(p->experimental, a); if (e) return e;
  }
  if (p->theoretical) {
    e = (*v)(((PyObject *)p->theoretical), a); if (e) return e;
  }
  if (p->monoisotopic_peak) {
    e = (*v)(((PyObject *)p->monoisotopic_peak), a); if (e) return e;
  }
  if (p->data) {
    e = (*v)(p->data, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;
  tmp = ((PyObject*)p->seed_peak);
  p->seed_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->experimental);
  p->experimental = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->theoretical);
  p->theoretical = ((struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->monoisotopic_peak);
  p->monoisotopic_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->data);
  p->data = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_npeaks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6npeaks_1__get__(o);
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[] = {
  {"clone", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_3clone, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_2clone},
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4__reduce__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[] = {
  {"npeaks", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_npeaks, 0, 0, 0},
  {"seed_peak", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak, PyDoc_STR("seed_peak: ms_peak_picker._c.peak_set.FittedPeak"), 0},
  {"score", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score, PyDoc_STR("score: 'double'"), 0},
  {"charge", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge, PyDoc_STR("charge: 'int'"), 0},
  {"experimental", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental, PyDoc_STR("experimental: list"), 0},
  {"theoretical", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical, PyDoc_STR("theoretical: ms_deisotope._c.averagine.TheoreticalIsotopicPattern"), 0},
  {"monoisotopic_peak", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak, PyDoc_STR("monoisotopic_peak: ms_peak_picker._c.peak_set.FittedPeak"), 0},
  {"missed_peaks", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks, PyDoc_STR("missed_peaks: 'int'"), 0},
  {"data", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data, PyDoc_STR("data: object"), 0},
  {"_hash", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__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_7scoring_IsotopicFitRecord_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_22__repr__},
  {Py_tp_hash, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17__hash__},
  {Py_tp_doc, (void *)PyDoc_STR("IsotopicFitRecord(FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental, data=None, int missed_peaks=0)\n\nDescribes a single isotopic pattern fit, comparing how well an\nexperimentally observed sequence of peaks matches a theoretical isotopic\npattern.\n\nIsotopicFitRecord instances are hashable and orderable (by score).\n\nAttributes\n----------\ncharge : int\n    The charge state used to generate the theoretical pattern\ndata : object\n    An arbitrary Python object containing extra information\nexperimental : list of FittedPeak\n    The observed experimental peaks to be fitted\nmissed_peaks : int\n    The number of peaks in the theoretical pattern that do not\n    have a matching experimental peak\nmonoisotopic_peak : FittedPeak\n    The fitted peak which corresponds to the monoisotopic peak\nscore : float\n    The score assigned to the fit by an IsotopicFitter object\nseed_peak : FittedPeak\n    The peak that was used to initiate the fit. This may be unused\n    if not using an Averagine method\ntheoretical : TheoreticalIsotopicPattern\n    The theoretical isotopic pattern being fitted on the experimental data")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},
  {Py_tp_richcompare, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_15__richcmp__},
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_19__iter__},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord_spec = {
  "ms_deisotope._c.scoring.IsotopicFitRecord",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord),
  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_7scoring_IsotopicFitRecord_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""IsotopicFitRecord", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*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_7scoring_17IsotopicFitRecord_22__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17__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|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  PyDoc_STR("IsotopicFitRecord(FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental, data=None, int missed_peaks=0)\n\nDescribes a single isotopic pattern fit, comparing how well an\nexperimentally observed sequence of peaks matches a theoretical isotopic\npattern.\n\nIsotopicFitRecord instances are hashable and orderable (by score).\n\nAttributes\n----------\ncharge : int\n    The charge state used to generate the theoretical pattern\ndata : object\n    An arbitrary Python object containing extra information\nexperimental : list of FittedPeak\n    The observed experimental peaks to be fitted\nmissed_peaks : int\n    The number of peaks in the theoretical pattern that do not\n    have a matching experimental peak\nmonoisotopic_peak : FittedPeak\n    The fitted peak which corresponds to the monoisotopic peak\nscore : float\n    The score assigned to the fit by an IsotopicFitter object\nseed_peak : FittedPeak\n    The peak that was used to initiate the fit. This may be unused\n    if not using an Averagine method\ntheoretical : TheoreticalIsotopicPattern\n    The theoretical isotopic pattern being fitted on the experimental data"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_clear*/
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_15__richcmp__, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_19__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*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_7scoring_17IsotopicFitRecord_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*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_7scoring_FitSelectorBase __pyx_vtable_12ms_deisotope_2_c_7scoring_FitSelectorBase;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *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_7scoring_FitSelectorBase *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase(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_7scoring_FitSelectorBase) {
      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_getprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase[] = {
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_15FitSelectorBase_2__reduce__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase[] = {
  {"minimum_score", __pyx_getprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score, __pyx_setprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score, PyDoc_STR("minimum_score: 'double'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__},
  {Py_tp_call, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__},
  {Py_tp_doc, (void *)PyDoc_STR("FitSelectorBase(minimum_score=0)\n\nAn object that controls the filtering and\nselection of IsotopicFitRecord\n\nAttributes\n----------\nminimum_score : int\n    The minimum score needed to be a candidate for selection. If the\n    FitSelector is `minimizing` it is the maximal score to be a candidate.")},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase_spec = {
  "ms_deisotope._c.scoring.FitSelectorBase",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase),
  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_7scoring_FitSelectorBase_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""FitSelectorBase", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*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_7scoring_15FitSelectorBase_15__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  PyDoc_STR("FitSelectorBase(minimum_score=0)\n\nAn object that controls the filtering and\nselection of IsotopicFitRecord\n\nAttributes\n----------\nminimum_score : int\n    The minimum score needed to be a candidate for selection. If the\n    FitSelector is `minimizing` it is the maximal score to be a candidate."), /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*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_7scoring_15FitSelectorBase_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*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_7scoring_IsotopicFitterBase __pyx_vtable_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *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_7scoring_IsotopicFitterBase *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  p->select = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)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_7scoring_IsotopicFitterBase) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->select);
  #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_7scoring_IsotopicFitterBase(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->select) {
    e = (*v)(((PyObject *)p->select), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;
  tmp = ((PyObject*)p->select);
  p->select = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase[] = {
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_2__reduce__},
  {"__getstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_5__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_4__getstate__},
  {"__setstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_7__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6__setstate__},
  {"evaluate", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_9evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_8evaluate},
  {"configure", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_23configure, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_22configure},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase[] = {
  {"select", __pyx_getprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select, __pyx_setprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select, PyDoc_STR("select: ms_deisotope._c.scoring.FitSelectorBase"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__},
  {Py_tp_call, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__},
  {Py_tp_doc, (void *)PyDoc_STR("IsotopicFitterBase(score_threshold=0.5)\n\nA base class for Isotopic Pattern Fitters, objects\nwhich given a set of experimental peaks and a set of matching\ntheoretical peaks, returns a fit score describing how good the\nmatch is.\n\nAn IsotopicFitter may be optimal when the score is small (minimizing)\nor when the score is large (maximizing), and the appropriate\n:class:`FitSelectorBase` type will be used for :attr:`select`. This\nwill also be reflected by :meth:`is_maximizing`.")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase_spec = {
  "ms_deisotope._c.scoring.IsotopicFitterBase",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase),
  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_7scoring_IsotopicFitterBase_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""IsotopicFitterBase", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  PyDoc_STR("IsotopicFitterBase(score_threshold=0.5)\n\nA base class for Isotopic Pattern Fitters, objects\nwhich given a set of experimental peaks and a set of matching\ntheoretical peaks, returns a fit score describing how good the\nmatch is.\n\nAn IsotopicFitter may be optimal when the score is small (minimizing)\nor when the score is large (maximizing), and the appropriate\n:class:`FitSelectorBase` type will be used for :attr:`select`. This\nwill also be reflected by :meth:`is_maximizing`."), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_LeastSquaresFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;
  return o;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter[] = {
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("Evaluate an isotopic fit using least squares coefficient of\n    determination :math:`R^2`.\n\n    .. math::\n        {\\hat e_i} &= e_i / max(e)\n\n        {\\hat t_i} &= t_i / max(t)\n\n        {\\hat t} &= \\sum_i^n {\\hat t_i}^2\n\n        R^2 &= \\frac{1}{{\\hat t}}\\sum_i^n ({\\hat e_i} - {\\hat t_i})^2\n\n    where :math:`e_i` is the ith experimental peak intensity and :math:`t_i`\n    is the ith theoretical peak intensity\n    ")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter_spec = {
  "ms_deisotope._c.scoring.LeastSquaresFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter),
  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_7scoring_LeastSquaresFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""LeastSquaresFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  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("Evaluate an isotopic fit using least squares coefficient of\n    determination :math:`R^2`.\n\n    .. math::\n        {\\hat e_i} &= e_i / max(e)\n\n        {\\hat t_i} &= t_i / max(t)\n\n        {\\hat t} &= \\sum_i^n {\\hat t_i}^2\n\n        R^2 &= \\frac{1}{{\\hat t}}\\sum_i^n ({\\hat e_i} - {\\hat t_i})^2\n\n    where :math:`e_i` is the ith experimental peak intensity and :math:`t_i`\n    is the ith theoretical peak intensity\n    "), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter, /*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
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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_7scoring_GTestFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_GTestFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_GTestFitter;
  return o;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter[] = {
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("Evaluate an isotopic fit using a G-test\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n\n    .. note::\n\n        The G statistic is on the scale of the signal used.\n    ")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter_spec = {
  "ms_deisotope._c.scoring.GTestFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter),
  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_7scoring_GTestFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""GTestFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  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("Evaluate an isotopic fit using a G-test\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n\n    .. note::\n\n        The G statistic is on the scale of the signal used.\n    "), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter, /*tp_methods*/
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  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter, /*tp_new*/
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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
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  0, /*tp_print*/
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  0, /*tp_watched*/
  #endif
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  #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_7scoring_ScaledGTestFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;
  return o;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter[] = {
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("Evaluate an isotopic fit using a G-test after normalizing the\n    list of experimental and theoretical peaks to both sum to 1.\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n    ")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter_spec = {
  "ms_deisotope._c.scoring.ScaledGTestFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter),
  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_7scoring_ScaledGTestFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""ScaledGTestFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
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  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("Evaluate an isotopic fit using a G-test after normalizing the\n    list of experimental and theoretical peaks to both sum to 1.\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n    "), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
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  __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter, /*tp_methods*/
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  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter, /*tp_new*/
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  0, /*tp_is_gc*/
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  0, /*tp_cache*/
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  0, /*tp_del*/
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  #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*/
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  0, /*tp_print*/
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  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
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  0, /*tp_pypy_flags*/
  #endif
};
#endif
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MSDeconVFitter;
  return o;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter[] = {
  {"evaluate", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_3evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_2evaluate},
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_5__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_4__reduce__},
  {"__getstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_7__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_6__getstate__},
  {"__setstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_9__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_8__setstate__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter[] = {
  {"mass_error_tolerance", __pyx_getprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance, __pyx_setprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance, PyDoc_STR("mass_error_tolerance: 'double'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("MSDeconVFitter(minimum_score=10, mass_error_tolerance=0.02)\n\nAn implementation of the scoring function used in :title-reference:`MSDeconV`\n\n.. math::\n    :nowrap:\n\n    \\begin{split}\n        s_{mz}(e, t) &= \\begin{cases}\n            1 - \\frac{\\|mz(e) - mz(t)\\|}{d} & \\text{if } \\|mz(e) - mz(t)\\| < d,\\\\\n            0 & \\text{otherwise}\n        \\end{cases}\\\\\n\n        s_{int}(e, t) &= \\begin{cases}\n            1 - \\frac{int(t) - int(e)}{int(e)} & \\text{if } int(e) < int(t) \\text{ and } \\frac{int(t) - int(e)}{int(e)} \\le 1, \\\\\n            \\sqrt{1 - \\frac{int(e) - int(t)}{int(t)}} & \\text{if } int(e) \\ge int(t) \\text{ and } \\frac{int(e) - int(t)}{int(t)} \\le 1,\\\\\n            0 & \\text{otherwise}\n        \\end{cases}\\\\\n\n        \\text{S}(e, t) &= \\sqrt{int(t)}\\times s_{mz}(e,t) \\times s_{int}(e, t)\n    \\end{split}\n\nReferences\n----------\nLiu, X., Inbar, Y., Dorrestein, P. C., Wynne, C., Edwards, N., Souda, P., \342\200\246\nPevzner, P. A. (2010). Deconvolution and database search of complex tandem\nmass spectra of intact proteins: a combinatorial approach. Molecular & Cellular\nProteomics : MCP, 9(12), 2772\342\200\2232782. https://doi.org/10.1074/mcp.M110.002766")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter_spec = {
  "ms_deisotope._c.scoring.MSDeconVFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter),
  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_7scoring_MSDeconVFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""MSDeconVFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  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("MSDeconVFitter(minimum_score=10, mass_error_tolerance=0.02)\n\nAn implementation of the scoring function used in :title-reference:`MSDeconV`\n\n.. math::\n    :nowrap:\n\n    \\begin{split}\n        s_{mz}(e, t) &= \\begin{cases}\n            1 - \\frac{\\|mz(e) - mz(t)\\|}{d} & \\text{if } \\|mz(e) - mz(t)\\| < d,\\\\\n            0 & \\text{otherwise}\n        \\end{cases}\\\\\n\n        s_{int}(e, t) &= \\begin{cases}\n            1 - \\frac{int(t) - int(e)}{int(e)} & \\text{if } int(e) < int(t) \\text{ and } \\frac{int(t) - int(e)}{int(e)} \\le 1, \\\\\n            \\sqrt{1 - \\frac{int(e) - int(t)}{int(t)}} & \\text{if } int(e) \\ge int(t) \\text{ and } \\frac{int(e) - int(t)}{int(t)} \\le 1,\\\\\n            0 & \\text{otherwise}\n        \\end{cases}\\\\\n\n        \\text{S}(e, t) &= \\sqrt{int(t)}\\times s_{mz}(e,t) \\times s_{int}(e, t)\n    \\end{split}\n\nReferences\n----------\nLiu, X., Inbar, Y., Dorrestein, P. C., Wynne, C., Edwards, N., Souda, P., \342\200\246\nPevzner, P. A. (2010). Deconvolution and database search of complex tandem\nmass spectra of intact proteins: a combinatorial approach. Molecular & Cellular\nProteomics : MCP, 9(12), 2772\342\200\2232782. https://doi.org/10.1074/mcp.M110.002766"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*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_7scoring_14MSDeconVFitter_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*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_7scoring_PenalizedMSDeconVFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;
  return o;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter[] = {
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_2__reduce__},
  {"__getstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_5__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_4__getstate__},
  {"__setstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_7__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_6__setstate__},
  {"evaluate", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_9evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_8evaluate},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter[] = {
  {"mass_error_tolerance", __pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance, __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance, PyDoc_STR("mass_error_tolerance: 'double'"), 0},
  {"penalty_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor, PyDoc_STR("penalty_factor: 'double'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("PenalizedMSDeconVFitter(minimum_score=10, penalty_factor=1, mass_error_tolerance=0.02)\n\nAn Isotopic Fitter which uses the :class:`MSDeconVFitter` score\nweighted by 1 - :attr:`penalty_factor` * :class:`ScaledGTestFitter` score\n\n.. math::\n    S(e, t) = M(e, t) * (1 - G(e, t))\n\nwhere :math:`e` is the experimental peak list and :math:`t` is the theoretical\npeak list")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter_spec = {
  "ms_deisotope._c.scoring.PenalizedMSDeconVFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter),
  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_7scoring_PenalizedMSDeconVFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""PenalizedMSDeconVFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  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("PenalizedMSDeconVFitter(minimum_score=10, penalty_factor=1, mass_error_tolerance=0.02)\n\nAn Isotopic Fitter which uses the :class:`MSDeconVFitter` score\nweighted by 1 - :attr:`penalty_factor` * :class:`ScaledGTestFitter` score\n\n.. math::\n    S(e, t) = M(e, t) * (1 - G(e, t))\n\nwhere :math:`e` is the experimental peak list and :math:`t` is the theoretical\npeak list"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*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_7scoring_23PenalizedMSDeconVFitter_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*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_7scoring_FunctionScorer __pyx_vtable_12ms_deisotope_2_c_7scoring_FunctionScorer;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer;
  p->function = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)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_7scoring_FunctionScorer) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->function);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;
  if (p->function) {
    e = (*v)(p->function, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);
  tmp = ((PyObject*)p->function);
  p->function = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer[] = {
  {"__getstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_3__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_2__getstate__},
  {"__setstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_5__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_4__setstate__},
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_7__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_6__reduce__},
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer},
  {Py_tp_doc, (void *)PyDoc_STR("FunctionScorer(function, minimum_score=10, selector_type=MaximizeFitSelector)\n\nUse a user-provided Python function or callable object to evaluate an isotopic\nenvelope fit.\n\nThe provided function should take two arguments, a list of experimental fitted peaks\nand a list of theoretical peaks, and return a single number as an output.\n\nMake sure to pass the right thresholds and selector types when creating an instance\nof this class that match the semantics of the provided function.\n\nWhile this type is available for convenience, there is considerable overhead in using\nit compared to one of the C accelerated fitters.")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer_spec = {
  "ms_deisotope._c.scoring.FunctionScorer",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer),
  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_7scoring_FunctionScorer_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""FunctionScorer", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  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("FunctionScorer(function, minimum_score=10, selector_type=MaximizeFitSelector)\n\nUse a user-provided Python function or callable object to evaluate an isotopic\nenvelope fit.\n\nThe provided function should take two arguments, a list of experimental fitted peaks\nand a list of theoretical peaks, and return a single number as an output.\n\nMake sure to pass the right thresholds and selector types when creating an instance\nof this class that match the semantics of the provided function.\n\nWhile this type is available for convenience, there is considerable overhead in using\nit compared to one of the C accelerated fitters."), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  __pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer, /*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_7scoring_InterferenceDetection __pyx_vtable_12ms_deisotope_2_c_7scoring_InterferenceDetection;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *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_7scoring_InterferenceDetection *)o);
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection;
  p->peaklist = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)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_7scoring_InterferenceDetection) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->peaklist);
  #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_7scoring_InterferenceDetection(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->peaklist) {
    e = (*v)(((PyObject *)p->peaklist), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;
  tmp = ((PyObject*)p->peaklist);
  p->peaklist = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection[] = {
  {"__reduce__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_2__reduce__},
  {"__getstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_5__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_4__getstate__},
  {"__setstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_7__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_6__setstate__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection[] = {
  {"peaklist", __pyx_getprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist, __pyx_setprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist, PyDoc_STR("peaklist: ms_peak_picker._c.peak_set.PeakSet"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection},
  {Py_tp_call, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_9__call__},
  {Py_tp_doc, (void *)PyDoc_STR("InterferenceDetection(PeakSet peaklist)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_InterferenceDetection},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection_spec = {
  "ms_deisotope._c.scoring.InterferenceDetection",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection),
  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_7scoring_InterferenceDetection_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""InterferenceDetection", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*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*/
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_9__call__, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  PyDoc_STR("InterferenceDetection(PeakSet peaklist)"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*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_7scoring_21InterferenceDetection_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*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_7scoring_DistinctPatternFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;
  p->interference_detector = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)Py_None); Py_INCREF(Py_None);
  p->g_test_scaled = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)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_7scoring_DistinctPatternFitter) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->interference_detector);
  Py_CLEAR(p->g_test_scaled);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;
  if (p->interference_detector) {
    e = (*v)(((PyObject *)p->interference_detector), a); if (e) return e;
  }
  if (p->g_test_scaled) {
    e = (*v)(((PyObject *)p->g_test_scaled), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);
  tmp = ((PyObject*)p->interference_detector);
  p->interference_detector = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->g_test_scaled);
  p->g_test_scaled = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_5__del__(o);
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter[] = {
  {"__getstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_3__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_2__getstate__},
  {"__setstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_5__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_4__setstate__},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter[] = {
  {"interference_detector", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector, PyDoc_STR("interference_detector: ms_deisotope._c.scoring.InterferenceDetection"), 0},
  {"g_test_scaled", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled, PyDoc_STR("g_test_scaled: ms_deisotope._c.scoring.ScaledGTestFitter"), 0},
  {"peak_count_scale", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale, PyDoc_STR("peak_count_scale: 'double'"), 0},
  {"domain_scale", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale, PyDoc_STR("domain_scale: 'double'"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},
  {Py_tp_doc, (void *)PyDoc_STR("DistinctPatternFitter(minimum_score=0.3, peak_count_scale=1.5, domain_scale=100.)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter_spec = {
  "ms_deisotope._c.scoring.DistinctPatternFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter),
  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_7scoring_DistinctPatternFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""DistinctPatternFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  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("DistinctPatternFitter(minimum_score=0.3, peak_count_scale=1.5, domain_scale=100.)"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*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_7scoring_21DistinctPatternFitter_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*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_7scoring_ScaledPenalizedMSDeconvFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;
  p->scorer = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)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_7scoring_ScaledPenalizedMSDeconvFitter) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->scorer);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);
}

static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;
  if (p->scorer) {
    e = (*v)(((PyObject *)p->scorer), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);
  tmp = ((PyObject*)p->scorer);
  p->scorer = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_1__get__(o);
}

static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_3__set__(o, v);
  }
  else {
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter[] = {
  {"__getstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_3__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_2__getstate__},
  {"__setstate__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_5__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_4__setstate__},
  {"evaluate", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_9evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_8evaluate},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter[] = {
  {"penalty_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor, 0, 0},
  {"scale_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor, PyDoc_STR("scale_factor: 'double'"), 0},
  {"scorer", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer, PyDoc_STR("scorer: ms_deisotope._c.scoring.PenalizedMSDeconVFitter"), 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},
  {Py_tp_doc, (void *)PyDoc_STR("ScaledPenalizedMSDeconvFitter(minimum_score=0.3, penalty_factor=1., mass_error_tolerance=0.02)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter_spec = {
  "ms_deisotope._c.scoring.ScaledPenalizedMSDeconvFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter),
  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_7scoring_ScaledPenalizedMSDeconvFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""ScaledPenalizedMSDeconvFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*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_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  #if CYTHON_COMPILING_IN_PYPY || 0
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/
  #else
  0, /*tp_call*/
  #endif
  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("ScaledPenalizedMSDeconvFitter(minimum_score=0.3, penalty_factor=1., mass_error_tolerance=0.02)"), /*tp_doc*/
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_traverse*/
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*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_7scoring_29ScaledPenalizedMSDeconvFitter_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_new*/
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  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
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};
#endif
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_DotProductFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter;
  return o;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_DotProductFitter[] = {
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("DotProductFitter(minimum_score=100)")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_DotProductFitter},
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_16DotProductFitter_1__init__},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter_spec = {
  "ms_deisotope._c.scoring.DotProductFitter",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter),
  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_7scoring_DotProductFitter_slots,
};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""DotProductFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter), /*tp_basicsize*/
  0, /*tp_itemsize*/
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  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/
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};
#endif
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MinimizeFitSelector __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;
  return o;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MinimizeFitSelector[] = {
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("A FitSelector which tries to minimize the score of the best fit.\n    ")},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_MinimizeFitSelector},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector_spec = {
  "ms_deisotope._c.scoring.MinimizeFitSelector",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE,
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};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector = {
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static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MaximizeFitSelector __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;
  return o;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MaximizeFitSelector[] = {
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector_slots[] = {
  {Py_tp_doc, (void *)PyDoc_STR("A FitSelector which tries to maximize the score of the best fit.\n    ")},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_MaximizeFitSelector},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector_spec = {
  "ms_deisotope._c.scoring.MaximizeFitSelector",
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector),
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  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE,
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};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector = {
  PyVarObject_HEAD_INIT(0, 0)
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  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector), /*tp_basicsize*/
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  #endif
  #if PY_VERSION_HEX >= 0x030800b4
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  #if CYTHON_COMPILING_IN_PYPY || 0
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};
#endif
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ChiSquareFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ChiSquareFitter;

static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *p;
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ChiSquareFitter;
  return o;
}

static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ChiSquareFitter[] = {
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter_slots[] = {
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_ChiSquareFitter},
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter},
  {0, 0},
};
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter_spec = {
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  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter),
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};
#else

static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter = {
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  "ms_deisotope._c.scoring.""ChiSquareFitter", /*tp_name*/
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter), /*tp_basicsize*/
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  }
  if (p->name) {
    e = (*v)(p->name, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_Enum(PyObject *o) {
  PyObject* tmp;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_Enum[] = {
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type___pyx_MemviewEnum_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_Enum},
  {Py_tp_repr, (void *)__pyx_MemviewEnum___repr__},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_Enum},
  {Py_tp_clear, (void *)__pyx_tp_clear_Enum},
  {Py_tp_methods, (void *)__pyx_methods_Enum},
  {Py_tp_init, (void *)__pyx_MemviewEnum___init__},
  {Py_tp_new, (void *)__pyx_tp_new_Enum},
  {0, 0},
};
static PyType_Spec __pyx_type___pyx_MemviewEnum_spec = {
  "ms_deisotope._c.scoring.Enum",
  sizeof(struct __pyx_MemviewEnum_obj),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,
  __pyx_type___pyx_MemviewEnum_slots,
};
#else

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_MemviewEnum___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_Enum, /*tp_traverse*/
  __pyx_tp_clear_Enum, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_Enum, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  __pyx_MemviewEnum___init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_Enum, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if 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_memoryview __pyx_vtable_memoryview;

static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryview_obj *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_memoryview_obj *)o);
  p->__pyx_vtab = __pyx_vtabptr_memoryview;
  p->obj = Py_None; Py_INCREF(Py_None);
  p->_size = Py_None; Py_INCREF(Py_None);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  p->view.obj = NULL;
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad;
  return o;
  bad:
  Py_DECREF(o); o = 0;
  return NULL;
}

static void __pyx_tp_dealloc_memoryview(PyObject *o) {
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((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_memoryview) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_memoryview___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->obj);
  Py_CLEAR(p->_size);
  Py_CLEAR(p->_array_interface);
  #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_memoryview(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->obj) {
    e = (*v)(p->obj, a); if (e) return e;
  }
  if (p->_size) {
    e = (*v)(p->_size, a); if (e) return e;
  }
  if (p->_array_interface) {
    e = (*v)(p->_array_interface, a); if (e) return e;
  }
  if (p->view.obj) {
    e = (*v)(p->view.obj, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_memoryview(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  tmp = ((PyObject*)p->obj);
  p->obj = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_size);
  p->_size = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_array_interface);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  Py_CLEAR(p->view.obj);
  return 0;
}

static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyLong_FromSsize_t(i); if(!x) return 0;
  #if CYTHON_USE_TYPE_SLOTS || (!CYTHON_USE_TYPE_SPECS && __PYX_LIMITED_VERSION_HEX < 0x030A0000)
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  #else
  r = ((binaryfunc)PyType_GetSlot(Py_TYPE(o), Py_mp_subscript))(o, x);
  #endif
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_memoryview___setitem__(o, i, v);
  }
  else {
    __Pyx_TypeName o_type_name;
    o_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(o));
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name);
    __Pyx_DECREF_TypeName(o_type_name);
    return -1;
  }
}

static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o);
}

static PyMethodDef __pyx_methods_memoryview[] = {
  {"is_c_contig", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_c_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"is_f_contig", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_f_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"copy", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"copy_fortran", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy_fortran, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_memoryview[] = {
  {"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0},
  {"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0},
  {"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0},
  {"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0},
  {"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0},
  {"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0},
  {"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0},
  {"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0},
  {"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0},
  {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
#if !CYTHON_COMPILING_IN_LIMITED_API

static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};
#endif
static PyType_Slot __pyx_type___pyx_memoryview_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_memoryview},
  {Py_tp_repr, (void *)__pyx_memoryview___repr__},
  {Py_sq_length, (void *)__pyx_memoryview___len__},
  {Py_sq_item, (void *)__pyx_sq_item_memoryview},
  {Py_mp_length, (void *)__pyx_memoryview___len__},
  {Py_mp_subscript, (void *)__pyx_memoryview___getitem__},
  {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_memoryview},
  {Py_tp_str, (void *)__pyx_memoryview___str__},
  #if defined(Py_bf_getbuffer)
  {Py_bf_getbuffer, (void *)__pyx_memoryview_getbuffer},
  #endif
  {Py_tp_traverse, (void *)__pyx_tp_traverse_memoryview},
  {Py_tp_clear, (void *)__pyx_tp_clear_memoryview},
  {Py_tp_methods, (void *)__pyx_methods_memoryview},
  {Py_tp_getset, (void *)__pyx_getsets_memoryview},
  {Py_tp_new, (void *)__pyx_tp_new_memoryview},
  {0, 0},
};
static PyType_Spec __pyx_type___pyx_memoryview_spec = {
  "ms_deisotope._c.scoring.memoryview",
  sizeof(struct __pyx_memoryview_obj),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,
  __pyx_type___pyx_memoryview_slots,
};
#else

static PySequenceMethods __pyx_tp_as_sequence_memoryview = {
  __pyx_memoryview___len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_memoryview, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_memoryview = {
  __pyx_memoryview___len__, /*mp_length*/
  __pyx_memoryview___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_memoryview = {
  PyVarObject_HEAD_INIT(0, 0)
  "ms_deisotope._c.scoring.""memoryview", /*tp_name*/
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  __pyx_memoryview___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_memoryview___str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_memoryview, /*tp_traverse*/
  __pyx_tp_clear_memoryview, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_memoryview, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_memoryview, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_memoryview, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if 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__memoryviewslice __pyx_vtable__memoryviewslice;

static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryviewslice_obj *p;
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryviewslice_obj *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;
  p->from_object = Py_None; Py_INCREF(Py_None);
  p->from_slice.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely((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__memoryviewslice) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);
    __pyx_memoryviewslice___dealloc__(o);
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->from_object);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_memoryview(o);
}

static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;
  if (p->from_object) {
    e = (*v)(p->from_object, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear__memoryviewslice(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  __pyx_tp_clear_memoryview(o);
  tmp = ((PyObject*)p->from_object);
  p->from_object = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  __PYX_XCLEAR_MEMVIEW(&p->from_slice, 1);
  return 0;
}

static PyMethodDef __pyx_methods__memoryviewslice[] = {
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type___pyx_memoryviewslice_slots[] = {
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  {Py_tp_doc, (void *)PyDoc_STR("Internal class for passing memoryview slices to Python")},
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    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_other};
    __pyx_mstate_global->__pyx_codeobj_tab[4] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_ne, __pyx_k_A_uD_AQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[4])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 118, 15};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_other};
    __pyx_mstate_global->__pyx_codeobj_tab[5] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_lt, __pyx_k_A_t7_E, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[5])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 121, 15};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_other};
    __pyx_mstate_global->__pyx_codeobj_tab[6] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_gt, __pyx_k_A_t7_E, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[6])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 174, 13};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[7] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reduce, __pyx_k_A_t_A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[7])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 177, 10};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_results};
    __pyx_mstate_global->__pyx_codeobj_tab[8] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_best, __pyx_k_A_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[8])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 186, 10};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_result};
    __pyx_mstate_global->__pyx_codeobj_tab[9] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject, __pyx_k_A_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[9])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 189, 10};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_score};
    __pyx_mstate_global->__pyx_codeobj_tab[10] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject_score, __pyx_k_A_2, 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), 192, 7};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[11] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_is_maximizing, __pyx_k_A_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[11])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 202, 47};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_results};
    __pyx_mstate_global->__pyx_codeobj_tab[12] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_best, __pyx_k_A_Qiq_4_auA_s_9D_1A, 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), 235, 17};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_fit};
    __pyx_mstate_global->__pyx_codeobj_tab[13] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject, __pyx_k_A_s_4q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[13])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 249, 13};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_score};
    __pyx_mstate_global->__pyx_codeobj_tab[14] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject_score, __pyx_k_A_vRt1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[14])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 252, 9};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[15] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_is_maximizing, __pyx_k_A_q_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[15])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 265, 47};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_results};
    __pyx_mstate_global->__pyx_codeobj_tab[16] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_best, __pyx_k_A_Qiq_4_auA_s_9D_1A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[16])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 296, 17};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_fit};
    __pyx_mstate_global->__pyx_codeobj_tab[17] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject, __pyx_k_A_s_4q, 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 = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 310, 13};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_score};
    __pyx_mstate_global->__pyx_codeobj_tab[18] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject_score, __pyx_k_A_vRt1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[18])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 313, 9};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[19] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_is_maximizing, __pyx_k_A_q_2, 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), 338, 17};
    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_scoring_pyx, __pyx_mstate->__pyx_n_u_reduce, __pyx_k_A_t_T_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[20])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 341, 9};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[21] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_getstate, __pyx_k_A_A, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[21])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 344, 9};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_state};
    __pyx_mstate_global->__pyx_codeobj_tab[22] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_setstate, __pyx_k_A_Kq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[22])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_VARKEYWORDS), 347, 19};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected, __pyx_mstate->__pyx_n_u_kwargs};
    __pyx_mstate_global->__pyx_codeobj_tab[23] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_evaluate_2, __pyx_k_A_t_Qj, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[23])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 367, 10};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
    __pyx_mstate_global->__pyx_codeobj_tab[24] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_evaluate, __pyx_k_A_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[24])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 387, 17};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_fit};
    __pyx_mstate_global->__pyx_codeobj_tab[25] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject, __pyx_k_A_t7, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[25])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 401, 15};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_score};
    __pyx_mstate_global->__pyx_codeobj_tab[26] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reject_score, __pyx_k_A_t7_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[26])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 404, 15};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[27] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_is_maximizing, __pyx_k_A_t7_2, 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), 414, 7};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_deconvoluter, __pyx_mstate->__pyx_n_u_kwargs};
    __pyx_mstate_global->__pyx_codeobj_tab[28] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_configure, __pyx_k_A_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[28])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_VARKEYWORDS), 417, 15};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_deconvoluter, __pyx_mstate->__pyx_n_u_kwargs};
    __pyx_mstate_global->__pyx_codeobj_tab[29] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_configure_2, __pyx_k_A_t_a_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[29])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 483, 95};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
    __pyx_mstate_global->__pyx_codeobj_tab[30] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_evaluate, __pyx_k_A_O1A_E_aq_az_A__AZs_1E_3aq_t2Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[30])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 513, 123};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
    __pyx_mstate_global->__pyx_codeobj_tab[31] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_evaluate, __pyx_k_A_Qa_2_1_O1A_E_aq_az_Kr__AZs_Rq, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[31])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 582, 149};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
    __pyx_mstate_global->__pyx_codeobj_tab[32] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_evaluate, __pyx_k_A_aq_AQ_a_s_S_1A_E_a_aq_N_Q_q_b, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[32])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 617, 73};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
    __pyx_mstate_global->__pyx_codeobj_tab[33] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_evaluate, __pyx_k_A_E_a_aq_N_Q_q_r_3c_Ba_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[33])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 693, 17};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
    __pyx_mstate_global->__pyx_codeobj_tab[34] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_evaluate_2, __pyx_k_A_t_Qj_2, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[34])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 696, 17};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[35] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_reduce, __pyx_k_A_t_T_a, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[35])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 699, 13};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[36] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_src_ms_deisotope__c_scoring_pyx, __pyx_mstate->__pyx_n_u_getstate, __pyx_k_A_IT, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[36])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 702, 14};
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    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
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    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
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    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_observed, __pyx_mstate->__pyx_n_u_expected};
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 799, 13};
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 816, 17};
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 822, 9};
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  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 872, 30};
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  {
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    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 882, 104};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_peaklist, __pyx_mstate->__pyx_n_u_experimental, __pyx_mstate->__pyx_n_u_theoretical};
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    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 919, 17};
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    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 922, 17};
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  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 933, 65};
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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;
}

/* 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

/* 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);
}

/* 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
}

/* 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);
}

/* RaiseArgTupleInvalid */
static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

/* ArgTypeTest */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
{
    __Pyx_TypeName type_name;
    __Pyx_TypeName obj_type_name;
    PyObject *extra_info = __pyx_mstate_global->__pyx_empty_unicode;
    int from_annotation_subclass = 0;
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    else if (!exact) {
        if (likely(__Pyx_TypeCheck(obj, type))) return 1;
    } else if (exact == 2) {
        if (__Pyx_TypeCheck(obj, type)) {
            from_annotation_subclass = 1;
            extra_info = __pyx_mstate_global->__pyx_kp_u_Note_that_Cython_is_deliberately;
        }
    }
    type_name = __Pyx_PyType_GetFullyQualifiedName(type);
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected " __Pyx_FMT_TYPENAME
        ", got " __Pyx_FMT_TYPENAME ")"
#if __PYX_LIMITED_VERSION_HEX < 0x030C0000
        "%s%U"
#endif
        , name, type_name, obj_type_name
#if __PYX_LIMITED_VERSION_HEX < 0x030C0000
        , (from_annotation_subclass ? ". " : ""), extra_info
#endif
        );
#if __PYX_LIMITED_VERSION_HEX >= 0x030C0000
    if (exact == 2 && from_annotation_subclass) {
        PyObject *res;
        PyObject *vargs[2];
        vargs[0] = PyErr_GetRaisedException();
        vargs[1] = extra_info;
        res = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_kp_u_add_note, vargs, 2, NULL);
        Py_XDECREF(res);
        PyErr_SetRaisedException(vargs[0]);
    }
#endif
    __Pyx_DECREF_TypeName(type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return 0;
}

/* RaiseException */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                int is_subclass = PyObject_IsSubclass(instance_class, type);
                if (!is_subclass) {
                    instance_class = NULL;
                } else if (unlikely(is_subclass == -1)) {
                    goto bad;
                } else {
                    type = instance_class;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
    if (cause) {
        PyObject *fixed_cause;
        if (cause == Py_None) {
            fixed_cause = NULL;
        } else if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        } else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        } else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        PyException_SetCause(value, fixed_cause);
    }
    PyErr_SetObject(type, value);
    if (tb) {
#if PY_VERSION_HEX >= 0x030C00A6
        PyException_SetTraceback(value, tb);
#elif CYTHON_FAST_THREAD_STATE
        PyThreadState *tstate = __Pyx_PyThreadState_Current;
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
#else
        PyObject *tmp_type, *tmp_value, *tmp_tb;
        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
        Py_INCREF(tb);
        PyErr_Restore(tmp_type, tmp_value, tb);
        Py_XDECREF(tmp_tb);
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}

/* PyObjectFastCallMethod */
#if !CYTHON_VECTORCALL || PY_VERSION_HEX < 0x03090000
static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf) {
    PyObject *result;
    PyObject *attr = PyObject_GetAttr(args[0], name);
    if (unlikely(!attr))
        return NULL;
    result = __Pyx_PyObject_FastCall(attr, args+1, nargsf - 1);
    Py_DECREF(attr);
    return result;
}
#endif

/* RaiseUnexpectedTypeError */
static int
__Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj)
{
    __Pyx_TypeName obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError, "Expected %s, got " __Pyx_FMT_TYPENAME,
                 expected, obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return 0;
}

/* CIntToDigits */
static const char DIGIT_PAIRS_10[2*10*10+1] = {
    "00010203040506070809"
    "10111213141516171819"
    "20212223242526272829"
    "30313233343536373839"
    "40414243444546474849"
    "50515253545556575859"
    "60616263646566676869"
    "70717273747576777879"
    "80818283848586878889"
    "90919293949596979899"
};
static const char DIGIT_PAIRS_8[2*8*8+1] = {
    "0001020304050607"
    "1011121314151617"
    "2021222324252627"
    "3031323334353637"
    "4041424344454647"
    "5051525354555657"
    "6061626364656667"
    "7071727374757677"
};
static const char DIGITS_HEX[2*16+1] = {
    "0123456789abcdef"
    "0123456789ABCDEF"
};

/* BuildPyUnicode */
static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength,
                                                int prepend_sign, char padding_char) {
    PyObject *uval;
    Py_ssize_t uoffset = ulength - clength;
#if CYTHON_USE_UNICODE_INTERNALS
    Py_ssize_t i;
    void *udata;
    uval = PyUnicode_New(ulength, 127);
    if (unlikely(!uval)) return NULL;
    udata = PyUnicode_DATA(uval);
    if (uoffset > 0) {
        i = 0;
        if (prepend_sign) {
            __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, 0, '-');
            i++;
        }
        for (; i < uoffset; i++) {
            __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, i, padding_char);
        }
    }
    for (i=0; i < clength; i++) {
        __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, uoffset+i, chars[i]);
    }
#else
    {
        PyObject *sign = NULL, *padding = NULL;
        uval = NULL;
        if (uoffset > 0) {
            prepend_sign = !!prepend_sign;
            if (uoffset > prepend_sign) {
                padding = PyUnicode_FromOrdinal(padding_char);
                if (likely(padding) && uoffset > prepend_sign + 1) {
                    PyObject *tmp = PySequence_Repeat(padding, uoffset - prepend_sign);
                    Py_DECREF(padding);
                    padding = tmp;
                }
                if (unlikely(!padding)) goto done_or_error;
            }
            if (prepend_sign) {
                sign = PyUnicode_FromOrdinal('-');
                if (unlikely(!sign)) goto done_or_error;
            }
        }
        uval = PyUnicode_DecodeASCII(chars, clength, NULL);
        if (likely(uval) && padding) {
            PyObject *tmp = PyUnicode_Concat(padding, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
        if (likely(uval) && sign) {
            PyObject *tmp = PyUnicode_Concat(sign, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
done_or_error:
        Py_XDECREF(padding);
        Py_XDECREF(sign);
    }
#endif
    return uval;
}

/* COrdinalToPyUnicode */
static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value) {
    return value <= 1114111;
}
static PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t ulength, char padding_char) {
    if (likely(ulength <= 250)) {
        char chars[256];
        if (value <= 255) {
            memset(chars, padding_char, (size_t) (ulength - 1));
            chars[ulength-1] = (char) value;
            return PyUnicode_DecodeLatin1(chars, ulength, NULL);
        }
        char *cpos = chars + sizeof(chars);
        if (value < 0x800) {
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0xc0 | (value & 0x1f));
        } else if (value < 0x10000) {
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0xe0 | (value & 0x0f));
        } else {
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0x80 | (value & 0x3f));
            value >>= 6;
            *--cpos = (char) (0xf0 | (value & 0x07));
        }
        cpos -= ulength;
        memset(cpos, padding_char, (size_t) (ulength - 1));
        return PyUnicode_DecodeUTF8(cpos, chars + sizeof(chars) - cpos, NULL);
    }
    if (value <= 127 && CYTHON_USE_UNICODE_INTERNALS) {
        const char chars[1] = {(char) value};
        return __Pyx_PyUnicode_BuildFromAscii(ulength, chars, 1, 0, padding_char);
    }
    {
        PyObject *uchar, *padding_uchar, *padding, *result;
        padding_uchar = PyUnicode_FromOrdinal(padding_char);
        if (unlikely(!padding_uchar)) return NULL;
        padding = PySequence_Repeat(padding_uchar, ulength - 1);
        Py_DECREF(padding_uchar);
        if (unlikely(!padding)) return NULL;
        uchar = PyUnicode_FromOrdinal(value);
        if (unlikely(!uchar)) {
            Py_DECREF(padding);
            return NULL;
        }
        result = PyUnicode_Concat(padding, uchar);
        Py_DECREF(padding);
        Py_DECREF(uchar);
        return result;
    }
}

/* CIntToPyUnicode */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char) {
    char digits[sizeof(int)*3+2];
    char *dpos, *end = digits + sizeof(int)*3+2;
    const char *hex_digits = DIGITS_HEX;
    Py_ssize_t length, ulength;
    int prepend_sign, last_one_off;
    int remaining;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (format_char == 'c') {
        if (unlikely(!(is_unsigned || value == 0 || value > 0) ||
                     !(sizeof(value) <= 2 || value & ~ (int) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) {
            PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)");
            return NULL;
        }
        if (width <= 1) {
            return PyUnicode_FromOrdinal((int) value);
        }
        return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char);
    }
    if (format_char == 'X') {
        hex_digits += 16;
        format_char = 'x';
    }
    remaining = value;
    last_one_off = 0;
    dpos = end;
    do {
        int digit_pos;
        switch (format_char) {
        case 'o':
            digit_pos = abs((int)(remaining % (8*8)));
            remaining = (int) (remaining / (8*8));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 8);
            break;
        case 'd':
            digit_pos = abs((int)(remaining % (10*10)));
            remaining = (int) (remaining / (10*10));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 10);
            break;
        case 'x':
            *(--dpos) = hex_digits[abs((int)(remaining % 16))];
            remaining = (int) (remaining / 16);
            break;
        default:
            assert(0);
            break;
        }
    } while (unlikely(remaining != 0));
    assert(!last_one_off || *dpos == '0');
    dpos += last_one_off;
    length = end - dpos;
    ulength = length;
    prepend_sign = 0;
    if (!is_unsigned && value <= neg_one) {
        if (padding_char == ' ' || width <= length + 1) {
            *(--dpos) = '-';
            ++length;
        } else {
            prepend_sign = 1;
        }
        ++ulength;
    }
    if (width > ulength) {
        ulength = width;
    }
    if (ulength == 1) {
        return PyUnicode_FromOrdinal(*dpos);
    }
    return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char);
}

/* CIntToPyUnicode */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char) {
    char digits[sizeof(Py_ssize_t)*3+2];
    char *dpos, *end = digits + sizeof(Py_ssize_t)*3+2;
    const char *hex_digits = DIGITS_HEX;
    Py_ssize_t length, ulength;
    int prepend_sign, last_one_off;
    Py_ssize_t remaining;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (format_char == 'c') {
        if (unlikely(!(is_unsigned || value == 0 || value > 0) ||
                     !(sizeof(value) <= 2 || value & ~ (Py_ssize_t) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) {
            PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)");
            return NULL;
        }
        if (width <= 1) {
            return PyUnicode_FromOrdinal((int) value);
        }
        return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char);
    }
    if (format_char == 'X') {
        hex_digits += 16;
        format_char = 'x';
    }
    remaining = value;
    last_one_off = 0;
    dpos = end;
    do {
        int digit_pos;
        switch (format_char) {
        case 'o':
            digit_pos = abs((int)(remaining % (8*8)));
            remaining = (Py_ssize_t) (remaining / (8*8));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 8);
            break;
        case 'd':
            digit_pos = abs((int)(remaining % (10*10)));
            remaining = (Py_ssize_t) (remaining / (10*10));
            dpos -= 2;
            memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2);
            last_one_off = (digit_pos < 10);
            break;
        case 'x':
            *(--dpos) = hex_digits[abs((int)(remaining % 16))];
            remaining = (Py_ssize_t) (remaining / 16);
            break;
        default:
            assert(0);
            break;
        }
    } while (unlikely(remaining != 0));
    assert(!last_one_off || *dpos == '0');
    dpos += last_one_off;
    length = end - dpos;
    ulength = length;
    prepend_sign = 0;
    if (!is_unsigned && value <= neg_one) {
        if (padding_char == ' ' || width <= length + 1) {
            *(--dpos) = '-';
            ++length;
        } else {
            prepend_sign = 1;
        }
        ++ulength;
    }
    if (width > ulength) {
        ulength = width;
    }
    if (ulength == 1) {
        return PyUnicode_FromOrdinal(*dpos);
    }
    return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char);
}

/* JoinPyUnicode */
static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      Py_UCS4 max_char) {
#if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    PyObject *result_uval;
    int result_ukind, kind_shift;
    Py_ssize_t i, char_pos;
    void *result_udata;
    if (max_char > 1114111) max_char = 1114111;
    result_uval = PyUnicode_New(result_ulength, max_char);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND;
    kind_shift = (result_ukind == PyUnicode_4BYTE_KIND) ? 2 : result_ukind - 1;
    result_udata = PyUnicode_DATA(result_uval);
    assert(kind_shift == 2 || kind_shift == 1 || kind_shift == 0);
    if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - result_ulength < 0))
        goto overflow;
    char_pos = 0;
    for (i=0; i < value_count; i++) {
        int ukind;
        Py_ssize_t ulength;
        void *udata;
        PyObject *uval = values[i];
        #if !CYTHON_COMPILING_IN_LIMITED_API
        if (__Pyx_PyUnicode_READY(uval) == (-1))
            goto bad;
        #endif
        ulength = __Pyx_PyUnicode_GET_LENGTH(uval);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(ulength < 0)) goto bad;
        #endif
        if (unlikely(!ulength))
            continue;
        if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - ulength < char_pos))
            goto overflow;
        ukind = __Pyx_PyUnicode_KIND(uval);
        udata = __Pyx_PyUnicode_DATA(uval);
        if (ukind == result_ukind) {
            memcpy((char *)result_udata + (char_pos << kind_shift), udata, (size_t) (ulength << kind_shift));
        } else {
            #if PY_VERSION_HEX >= 0x030d0000
            if (unlikely(PyUnicode_CopyCharacters(result_uval, char_pos, uval, 0, ulength) < 0)) goto bad;
            #elif CYTHON_COMPILING_IN_CPYTHON || defined(_PyUnicode_FastCopyCharacters)
            _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength);
            #else
            Py_ssize_t j;
            for (j=0; j < ulength; j++) {
                Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j);
                __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar);
            }
            #endif
        }
        char_pos += ulength;
    }
    return result_uval;
overflow:
    PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string");
bad:
    Py_DECREF(result_uval);
    return NULL;
#else
    Py_ssize_t i;
    PyObject *result = NULL;
    PyObject *value_tuple = PyTuple_New(value_count);
    if (unlikely(!value_tuple)) return NULL;
    CYTHON_UNUSED_VAR(max_char);
    CYTHON_UNUSED_VAR(result_ulength);
    for (i=0; i<value_count; i++) {
        if (__Pyx_PyTuple_SET_ITEM(value_tuple, i, values[i]) != (0)) goto bad;
        Py_INCREF(values[i]);
    }
    result = PyUnicode_Join(__pyx_mstate_global->__pyx_empty_unicode, value_tuple);
bad:
    Py_DECREF(value_tuple);
    return result;
#endif
}

/* GetAttr */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
    if (likely(PyUnicode_Check(n)))
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

/* GetItemInt */
static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (unlikely(!j)) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              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));
}

/* 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);
}

/* 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

/* 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);
    }
}

/* DivInt[Py_ssize_t] */
static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b, int b_is_constant) {
    Py_ssize_t q = a / b;
    Py_ssize_t r = a - q*b;
    Py_ssize_t adapt_python = (b_is_constant ?
        ((r != 0) & ((r < 0) ^ (b < 0))) :
        ((r != 0) & ((r ^ b) < 0))
    );
    return q - adapt_python;
}

/* GetAttr3 */
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
#endif
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r;
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    int res = PyObject_GetOptionalAttr(o, n, &r);
    return (res != 0) ? r : __Pyx_NewRef(d);
#else
  #if CYTHON_USE_TYPE_SLOTS
    if (likely(PyUnicode_Check(n))) {
        r = __Pyx_PyObject_GetAttrStrNoError(o, n);
        if (unlikely(!r) && likely(!PyErr_Occurred())) {
            r = __Pyx_NewRef(d);
        }
        return r;
    }
  #endif
    r = PyObject_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
#endif
}

/* PyDictVersioning */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
    PyObject **dictptr = NULL;
    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
    if (offset) {
#if CYTHON_COMPILING_IN_CPYTHON
        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
        dictptr = _PyObject_GetDictPtr(obj);
#endif
    }
    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
        return 0;
    return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif

/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if CYTHON_COMPILING_IN_LIMITED_API
    if (unlikely(!__pyx_m)) {
        if (!PyErr_Occurred())
            PyErr_SetNone(PyExc_NameError);
        return NULL;
    }
    result = PyObject_GetAttr(__pyx_m, name);
    if (likely(result)) {
        return result;
    }
    PyErr_Clear();
#elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
    if (unlikely(__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, name, &result) == -1)) PyErr_Clear();
    __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return result;
    }
#else
    result = _PyDict_GetItem_KnownHash(__pyx_mstate_global->__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
    PyErr_Clear();
#endif
    return __Pyx_GetBuiltinName(name);
}

/* RaiseTooManyValuesToUnpack */
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
    PyErr_Format(PyExc_ValueError,
                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
}

/* RaiseNeedMoreValuesToUnpack */
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
                 index, (index == 1) ? "" : "s");
}

/* RaiseNoneIterError */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

/* ExtTypeTest */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    __Pyx_TypeName obj_type_name;
    __Pyx_TypeName type_name;
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(__Pyx_TypeCheck(obj, type)))
        return 1;
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    type_name = __Pyx_PyType_GetFullyQualifiedName(type);
    PyErr_Format(PyExc_TypeError,
                 "Cannot convert " __Pyx_FMT_TYPENAME " to " __Pyx_FMT_TYPENAME,
                 obj_type_name, type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    __Pyx_DECREF_TypeName(type_name);
    return 0;
}

/* GetTopmostException */
#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_value == NULL || exc_info->exc_value == Py_None) &&
           exc_info->previous_item != NULL)
    {
        exc_info = exc_info->previous_item;
    }
    return exc_info;
}
#endif

/* SaveResetException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    PyObject *exc_value = exc_info->exc_value;
    if (exc_value == NULL || exc_value == Py_None) {
        *value = NULL;
        *type = NULL;
        *tb = NULL;
    } else {
        *value = exc_value;
        Py_INCREF(*value);
        *type = (PyObject*) Py_TYPE(exc_value);
        Py_INCREF(*type);
        *tb = PyException_GetTraceback(exc_value);
    }
  #elif CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    *type = exc_info->exc_type;
    *value = exc_info->exc_value;
    *tb = exc_info->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #endif
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = tstate->exc_info;
    PyObject *tmp_value = exc_info->exc_value;
    exc_info->exc_value = value;
    Py_XDECREF(tmp_value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
  #else
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = type;
    exc_info->exc_value = value;
    exc_info->exc_traceback = tb;
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
  #endif
}
#endif

/* GetException */
#if CYTHON_FAST_THREAD_STATE
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
#endif
{
    PyObject *local_type = NULL, *local_value, *local_tb = NULL;
#if CYTHON_FAST_THREAD_STATE
    PyObject *tmp_type, *tmp_value, *tmp_tb;
  #if PY_VERSION_HEX >= 0x030C0000
    local_value = tstate->current_exception;
    tstate->current_exception = 0;
  #else
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
  #endif
#elif __PYX_LIMITED_VERSION_HEX > 0x030C0000
    local_value = PyErr_GetRaisedException();
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
#if __PYX_LIMITED_VERSION_HEX > 0x030C0000
    if (likely(local_value)) {
        local_type = (PyObject*) Py_TYPE(local_value);
        Py_INCREF(local_type);
        local_tb = PyException_GetTraceback(local_value);
    }
#else
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_FAST_THREAD_STATE
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
#endif // __PYX_LIMITED_VERSION_HEX > 0x030C0000
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_FAST_THREAD_STATE
    #if CYTHON_USE_EXC_INFO_STACK
    {
        _PyErr_StackItem *exc_info = tstate->exc_info;
      #if PY_VERSION_HEX >= 0x030B00a4
        tmp_value = exc_info->exc_value;
        exc_info->exc_value = local_value;
        tmp_type = NULL;
        tmp_tb = NULL;
        Py_XDECREF(local_type);
        Py_XDECREF(local_tb);
      #else
        tmp_type = exc_info->exc_type;
        tmp_value = exc_info->exc_value;
        tmp_tb = exc_info->exc_traceback;
        exc_info->exc_type = local_type;
        exc_info->exc_value = local_value;
        exc_info->exc_traceback = local_tb;
      #endif
    }
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#elif __PYX_LIMITED_VERSION_HEX >= 0x030b0000
    PyErr_SetHandledException(local_value);
    Py_XDECREF(local_value);
    Py_XDECREF(local_type);
    Py_XDECREF(local_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
#if __PYX_LIMITED_VERSION_HEX <= 0x030C0000
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
#endif
}

/* SwapException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_value = exc_info->exc_value;
    exc_info->exc_value = *value;
    if (tmp_value == NULL || tmp_value == Py_None) {
        Py_XDECREF(tmp_value);
        tmp_value = NULL;
        tmp_type = NULL;
        tmp_tb = NULL;
    } else {
        tmp_type = (PyObject*) Py_TYPE(tmp_value);
        Py_INCREF(tmp_type);
        #if CYTHON_COMPILING_IN_CPYTHON
        tmp_tb = ((PyBaseExceptionObject*) tmp_value)->traceback;
        Py_XINCREF(tmp_tb);
        #else
        tmp_tb = PyException_GetTraceback(tmp_value);
        #endif
    }
  #elif CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = *type;
    exc_info->exc_value = *value;
    exc_info->exc_traceback = *tb;
  #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = *type;
    tstate->exc_value = *value;
    tstate->exc_traceback = *tb;
  #endif
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#endif

/* 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;
}

/* 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);
}

/* FastTypeChecks */
#if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*);
        if (a == b)
            return 1;
    }
    return b == &PyBaseObject_Type;
}
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (a == b) return 1;
    mro = a->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(a, b);
}
static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (cls == a || cls == b) return 1;
    mro = cls->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            PyObject *base = PyTuple_GET_ITEM(mro, i);
            if (base == (PyObject *)a || base == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b);
}
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    if (exc_type1) {
        return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2);
    } else {
        return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
}
static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    assert(PyExceptionClass_Check(exc_type));
    n = PyTuple_GET_SIZE(tuple);
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
    for (i=0; i<n; i++) {
        PyObject *t = PyTuple_GET_ITEM(tuple, i);
        if (likely(PyExceptionClass_Check(t))) {
            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
        } else {
        }
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
    if (likely(err == exc_type)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        if (likely(PyExceptionClass_Check(exc_type))) {
            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
        } else if (likely(PyTuple_Check(exc_type))) {
            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
        } else {
        }
    }
    return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
    assert(PyExceptionClass_Check(exc_type1));
    assert(PyExceptionClass_Check(exc_type2));
    if (likely(err == exc_type1 || err == exc_type2)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
    }
    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
}
#endif

/* PySequenceMultiply */
static PyObject* __Pyx_PySequence_Multiply_Generic(PyObject *seq, Py_ssize_t mul) {
    PyObject *result, *pymul = PyLong_FromSsize_t(mul);
    if (unlikely(!pymul))
        return NULL;
    result = PyNumber_Multiply(seq, pymul);
    Py_DECREF(pymul);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul) {
#if CYTHON_USE_TYPE_SLOTS
    PyTypeObject *type = Py_TYPE(seq);
    if (likely(type->tp_as_sequence && type->tp_as_sequence->sq_repeat)) {
        return type->tp_as_sequence->sq_repeat(seq, mul);
    } else
#endif
    {
        return __Pyx_PySequence_Multiply_Generic(seq, mul);
    }
}

/* PyObjectFormatAndDecref */
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f) {
    if (unlikely(!s)) return NULL;
    if (likely(PyUnicode_CheckExact(s))) return s;
    return __Pyx_PyObject_FormatAndDecref(s, f);
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f) {
    PyObject *result;
    if (unlikely(!s)) return NULL;
    result = PyObject_Format(s, f);
    Py_DECREF(s);
    return result;
}

/* PyObjectFormat */
#if CYTHON_USE_UNICODE_WRITER
static PyObject* __Pyx_PyObject_Format(PyObject* obj, PyObject* format_spec) {
    int ret;
    _PyUnicodeWriter writer;
    if (likely(PyFloat_CheckExact(obj))) {
        _PyUnicodeWriter_Init(&writer);
        ret = _PyFloat_FormatAdvancedWriter(
            &writer,
            obj,
            format_spec, 0, PyUnicode_GET_LENGTH(format_spec));
    } else if (likely(PyLong_CheckExact(obj))) {
        _PyUnicodeWriter_Init(&writer);
        ret = _PyLong_FormatAdvancedWriter(
            &writer,
            obj,
            format_spec, 0, PyUnicode_GET_LENGTH(format_spec));
    } else {
        return PyObject_Format(obj, format_spec);
    }
    if (unlikely(ret == -1)) {
        _PyUnicodeWriter_Dealloc(&writer);
        return NULL;
    }
    return _PyUnicodeWriter_Finish(&writer);
}
#endif

/* SetItemInt */
static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) {
    int r;
    if (unlikely(!j)) return -1;
    r = PyObject_SetItem(o, j, v);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list,
                                               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) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o));
        if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o)))) {
            Py_INCREF(v);
#if CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
            PyList_SetItem(o, n, v);
#else
            PyObject* old = PyList_GET_ITEM(o, n);
            PyList_SET_ITEM(o, n, v);
            Py_DECREF(old);
#endif
            return 1;
        }
    } else {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (mm && mm->mp_ass_subscript) {
            int r;
            PyObject *key = PyLong_FromSsize_t(i);
            if (unlikely(!key)) return -1;
            r = mm->mp_ass_subscript(o, key, v);
            Py_DECREF(key);
            return r;
        }
        if (likely(sm && sm->sq_ass_item)) {
            if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) {
                Py_ssize_t l = sm->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return -1;
                    PyErr_Clear();
                }
            }
            return sm->sq_ass_item(o, i, v);
        }
    }
#else
    if (is_list || !PyMapping_Check(o))
    {
        return PySequence_SetItem(o, i, v);
    }
#endif
    return __Pyx_SetItemInt_Generic(o, PyLong_FromSsize_t(i), v);
}

/* RaiseUnboundLocalError */
static void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

/* DivInt[long] */
static CYTHON_INLINE long __Pyx_div_long(long a, long b, int b_is_constant) {
    long q = a / b;
    long r = a - q*b;
    long adapt_python = (b_is_constant ?
        ((r != 0) & ((r < 0) ^ (b < 0))) :
        ((r != 0) & ((r ^ b) < 0))
    );
    return q - adapt_python;
}

/* 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

/* 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);
}

/* KeywordStringCheck */
static int __Pyx_CheckKeywordStrings(
    const char* function_name,
    PyObject *kw)
{
#if CYTHON_COMPILING_IN_PYPY && !defined(PyArg_ValidateKeywordArguments)
    CYTHON_UNUSED_VAR(function_name);
    CYTHON_UNUSED_VAR(kw);
    return 0;
#else
    if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kw))) {
#if PY_VERSION_HEX >= 0x03090000
        CYTHON_UNUSED_VAR(function_name);
#else
        Py_ssize_t kwsize;
        #if CYTHON_ASSUME_SAFE_SIZE
        kwsize = PyTuple_GET_SIZE(kw);
        #else
        kwsize = PyTuple_Size(kw);
        if (unlikely(kwsize < 0)) return -1;
        #endif
        for (Py_ssize_t pos = 0; pos < kwsize; pos++) {
            PyObject* key = NULL;
            #if CYTHON_ASSUME_SAFE_MACROS
            key = PyTuple_GET_ITEM(kw, pos);
            #else
            key = PyTuple_GetItem(kw, pos);
            if (unlikely(!key)) return -1;
            #endif
            if (unlikely(!PyUnicode_Check(key))) {
                PyErr_Format(PyExc_TypeError,
                    "%.200s() keywords must be strings", function_name);
                return -1;
            }
        }
#endif
    } else {
        if (unlikely(!PyArg_ValidateKeywordArguments(kw))) return -1;
    }
    return 0;
#endif
}

/* 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

/* 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;
}

/* 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();
}

/* ErrOccurredWithGIL */
static CYTHON_INLINE int __Pyx_ErrOccurredWithGIL(void) {
  int err;
  PyGILState_STATE _save = PyGILState_Ensure();
  err = !!PyErr_Occurred();
  PyGILState_Release(_save);
  return err;
}

/* BufferIndexError */
static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

/* 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

/* 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;
}

/* 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);
}

/* 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;
}

/* 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;
}

/* 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_2);
  if (likely(name_attr)) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (unlikely(ret < 0)) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject *object_reduce = NULL;
    PyObject *object_getstate = NULL;
    PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
    PyObject *getstate = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_getstate);
#else
    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_getstate);
    if (!getstate && PyErr_Occurred()) {
        goto __PYX_BAD;
    }
#endif
    if (getstate) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate);
#else
        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate);
        if (!object_getstate && PyErr_Occurred()) {
            goto __PYX_BAD;
        }
#endif
        if (object_getstate != getstate) {
            goto __PYX_GOOD;
        }
    }
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_mstate_global->__pyx_n_u_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython);
            if (likely(reduce_cython)) {
                ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
            } else if (reduce == object_reduce || PyErr_Occurred()) {
                goto __PYX_BAD;
            }
            setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_mstate_global->__pyx_n_u_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython);
                if (likely(setstate_cython)) {
                    ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                    ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                } else if (!setstate || PyErr_Occurred()) {
                    goto __PYX_BAD;
                }
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto __PYX_GOOD;
__PYX_BAD:
    if (!PyErr_Occurred()) {
        __Pyx_TypeName type_obj_name =
            __Pyx_PyType_GetFullyQualifiedName((PyTypeObject*)type_obj);
        PyErr_Format(PyExc_RuntimeError,
            "Unable to initialize pickling for " __Pyx_FMT_TYPENAME, type_obj_name);
        __Pyx_DECREF_TypeName(type_obj_name);
    }
    ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
    Py_XDECREF(object_getstate);
    Py_XDECREF(getstate);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* TypeImport */
#ifndef __PYX_HAVE_RT_ImportType_3_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

/* 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;
}

/* 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;
}

/* 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

/* MemviewSliceIsContig */
static int
__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim)
{
    int i, index, step, start;
    Py_ssize_t itemsize = mvs.memview->view.itemsize;
    if (order == 'F') {
        step = 1;
        start = 0;
    } else {
        step = -1;
        start = ndim - 1;
    }
    for (i = 0; i < ndim; i++) {
        index = start + step * i;
        if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize)
            return 0;
        itemsize *= mvs.shape[index];
    }
    return 1;
}

/* OverlappingSlices */
static void
__pyx_get_array_memory_extents(__Pyx_memviewslice *slice,
                               void **out_start, void **out_end,
                               int ndim, size_t itemsize)
{
    char *start, *end;
    int i;
    start = end = slice->data;
    for (i = 0; i < ndim; i++) {
        Py_ssize_t stride = slice->strides[i];
        Py_ssize_t extent = slice->shape[i];
        if (extent == 0) {
            *out_start = *out_end = start;
            return;
        } else {
            if (stride > 0)
                end += stride * (extent - 1);
            else
                start += stride * (extent - 1);
        }
    }
    *out_start = start;
    *out_end = end + itemsize;
}
static int
__pyx_slices_overlap(__Pyx_memviewslice *slice1,
                     __Pyx_memviewslice *slice2,
                     int ndim, size_t itemsize)
{
    void *start1, *end1, *start2, *end2;
    __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize);
    __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize);
    return (start1 < end2) && (start2 < end1);
}

/* CIntFromPyVerify */
#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        func_type value = func_value;\
        if (sizeof(target_type) < sizeof(func_type)) {\
            if (unlikely(value != (func_type) (target_type) value)) {\
                func_type zero = 0;\
                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

/* Declarations */
#if CYTHON_CCOMPLEX && (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

/* MemviewSliceCopyTemplate */
static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object)
{
    __Pyx_RefNannyDeclarations
    int i;
    __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } };
    struct __pyx_memoryview_obj *from_memview = from_mvs->memview;
    Py_buffer *buf = &from_memview->view;
    PyObject *shape_tuple = NULL;
    PyObject *temp_int = NULL;
    struct __pyx_array_obj *array_obj = NULL;
    struct __pyx_memoryview_obj *memview_obj = NULL;
    __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0);
    for (i = 0; i < ndim; i++) {
        if (unlikely(from_mvs->suboffsets[i] >= 0)) {
            PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with "
                                           "indirect dimensions (axis %d)", i);
            goto fail;
        }
    }
    shape_tuple = PyTuple_New(ndim);
    if (unlikely(!shape_tuple)) {
        goto fail;
    }
    __Pyx_GOTREF(shape_tuple);
    for(i = 0; i < ndim; i++) {
        temp_int = PyLong_FromSsize_t(from_mvs->shape[i]);
        if(unlikely(!temp_int)) {
            goto fail;
        } else {
#if CYTHON_ASSUME_SAFE_MACROS
            PyTuple_SET_ITEM(shape_tuple, i, temp_int);
#else
            if (PyTuple_SetItem(shape_tuple, i, temp_int) < 0) {
                goto fail;
            }
#endif
            temp_int = NULL;
        }
    }
    array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, mode, NULL);
    if (unlikely(!array_obj)) {
        goto fail;
    }
    __Pyx_GOTREF(array_obj);
    memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                    (PyObject *) array_obj, contig_flag,
                                    dtype_is_object,
                                    from_mvs->memview->typeinfo);
    if (unlikely(!memview_obj))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0))
        goto fail;
    if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim,
                                                dtype_is_object) < 0))
        goto fail;
    goto no_fail;
fail:
    __Pyx_XDECREF((PyObject *) new_mvs.memview);
    new_mvs.memview = NULL;
    new_mvs.data = NULL;
no_fail:
    __Pyx_XDECREF(shape_tuple);
    __Pyx_XDECREF(temp_int);
    __Pyx_XDECREF((PyObject *) array_obj);
    __Pyx_RefNannyFinishContext();
    return new_mvs;
}

/* MemviewSliceInit */
static int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
                        int ndim,
                        __Pyx_memviewslice *memviewslice,
                        int memview_is_new_reference)
{
    __Pyx_RefNannyDeclarations
    int i, retval=-1;
    Py_buffer *buf = &memview->view;
    __Pyx_RefNannySetupContext("init_memviewslice", 0);
    if (unlikely(memviewslice->memview || memviewslice->data)) {
        PyErr_SetString(PyExc_ValueError,
            "memviewslice is already initialized!");
        goto fail;
    }
    if (buf->strides) {
        for (i = 0; i < ndim; i++) {
            memviewslice->strides[i] = buf->strides[i];
        }
    } else {
        Py_ssize_t stride = buf->itemsize;
        for (i = ndim - 1; i >= 0; i--) {
            memviewslice->strides[i] = stride;
            stride *= buf->shape[i];
        }
    }
    for (i = 0; i < ndim; i++) {
        memviewslice->shape[i]   = buf->shape[i];
        if (buf->suboffsets) {
            memviewslice->suboffsets[i] = buf->suboffsets[i];
        } else {
            memviewslice->suboffsets[i] = -1;
        }
    }
    memviewslice->memview = memview;
    memviewslice->data = (char *)buf->buf;
    if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
        Py_INCREF((PyObject*)memview);
    }
    retval = 0;
    goto no_fail;
fail:
    memviewslice->memview = 0;
    memviewslice->data = 0;
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
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#ifndef Py_NO_RETURN
#define Py_NO_RETURN
#endif
static void __pyx_fatalerror(const char *fmt, ...) Py_NO_RETURN {
    va_list vargs;
    char msg[200];
#if PY_VERSION_HEX >= 0x030A0000 || defined(HAVE_STDARG_PROTOTYPES)
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    va_end(vargs);
    Py_FatalError(msg);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int_type *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)++;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE int
__pyx_sub_acquisition_count_locked(__pyx_atomic_int_type *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)--;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE void
__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno)
{
    __pyx_nonatomic_int_type old_acquisition_count;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (unlikely(!memview || (PyObject *) memview == Py_None)) {
        return;
    }
    old_acquisition_count = __pyx_add_acquisition_count(memview);
    if (unlikely(old_acquisition_count <= 0)) {
        if (likely(old_acquisition_count == 0)) {
            if (have_gil) {
                Py_INCREF((PyObject *) memview);
            } else {
                PyGILState_STATE _gilstate = PyGILState_Ensure();
                Py_INCREF((PyObject *) memview);
                PyGILState_Release(_gilstate);
            }
        } else {
            __pyx_fatalerror("Acquisition count is %d (line %d)",
                             old_acquisition_count+1, lineno);
        }
    }
}
static CYTHON_INLINE void __Pyx_XCLEAR_MEMVIEW(__Pyx_memviewslice *memslice,
                                             int have_gil, int lineno) {
    __pyx_nonatomic_int_type old_acquisition_count;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (unlikely(!memview || (PyObject *) memview == Py_None)) {
        memslice->memview = NULL;
        return;
    }
    old_acquisition_count = __pyx_sub_acquisition_count(memview);
    memslice->data = NULL;
    if (likely(old_acquisition_count > 1)) {
        memslice->memview = NULL;
    } else if (likely(old_acquisition_count == 1)) {
        if (have_gil) {
            Py_CLEAR(memslice->memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_CLEAR(memslice->memview);
            PyGILState_Release(_gilstate);
        }
    } else {
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         old_acquisition_count-1, lineno);
    }
}

/* 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;
}

/* 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
    }
}

/* 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 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;
}

/* CIntFromPy */
static CYTHON_INLINE char __Pyx_PyLong_As_char(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const char neg_one = (char) -1, const_zero = (char) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (unlikely(!PyLong_Check(x))) {
        char val;
        PyObject *tmp = __Pyx_PyNumber_Long(x);
        if (!tmp) return (char) -1;
        val = __Pyx_PyLong_As_char(tmp);
        Py_DECREF(tmp);
        return val;
    }
    if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
        if (unlikely(__Pyx_PyLong_IsNeg(x))) {
            goto raise_neg_overflow;
        } else if (__Pyx_PyLong_IsCompact(x)) {
            __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
        } else {
            const digit* digits = __Pyx_PyLong_Digits(x);
            assert(__Pyx_PyLong_DigitCount(x) > 1);
            switch (__Pyx_PyLong_DigitCount(x)) {
                case 2:
                    if ((8 * sizeof(char) > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) >= 2 * PyLong_SHIFT)) {
                            return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if ((8 * sizeof(char) > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) >= 3 * PyLong_SHIFT)) {
                            return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if ((8 * sizeof(char) > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) >= 4 * PyLong_SHIFT)) {
                            return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
            }
        }
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
        if (unlikely(Py_SIZE(x) < 0)) {
            goto raise_neg_overflow;
        }
#else
        {
            int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
            if (unlikely(result < 0))
                return (char) -1;
            if (unlikely(result == 1))
                goto raise_neg_overflow;
        }
#endif
        if ((sizeof(char) <= sizeof(unsigned long))) {
            __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
        } else if ((sizeof(char) <= sizeof(unsigned PY_LONG_LONG))) {
            __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
        }
    } else {
#if CYTHON_USE_PYLONG_INTERNALS
        if (__Pyx_PyLong_IsCompact(x)) {
            __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
        } else {
            const digit* digits = __Pyx_PyLong_Digits(x);
            assert(__Pyx_PyLong_DigitCount(x) > 1);
            switch (__Pyx_PyLong_SignedDigitCount(x)) {
                case -2:
                    if ((8 * sizeof(char) - 1 > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) {
                            return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if ((8 * sizeof(char) > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) {
                            return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) {
                            return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if ((8 * sizeof(char) > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) {
                            return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) - 1 > 4 * PyLong_SHIFT)) {
                            return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if ((8 * sizeof(char) > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(char) - 1 > 4 * PyLong_SHIFT)) {
                            return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
            }
        }
#endif
        if ((sizeof(char) <= sizeof(long))) {
            __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
        } else if ((sizeof(char) <= sizeof(PY_LONG_LONG))) {
            __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
        }
    }
    {
        char val;
        int ret = -1;
#if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
        Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
            x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
        if (unlikely(bytes_copied == -1)) {
        } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
            goto raise_overflow;
        } else {
            ret = 0;
        }
#elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
        int one = 1; int is_little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&val;
        ret = _PyLong_AsByteArray((PyLongObject *)x,
                                    bytes, sizeof(val),
                                    is_little, !is_unsigned);
#else
        PyObject *v;
        PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
        int bits, remaining_bits, is_negative = 0;
        int chunk_size = (sizeof(long) < 8) ? 30 : 62;
        if (likely(PyLong_CheckExact(x))) {
            v = __Pyx_NewRef(x);
        } else {
            v = PyNumber_Long(x);
            if (unlikely(!v)) return (char) -1;
            assert(PyLong_CheckExact(v));
        }
        {
            int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
            if (unlikely(result < 0)) {
                Py_DECREF(v);
                return (char) -1;
            }
            is_negative = result == 1;
        }
        if (is_unsigned && unlikely(is_negative)) {
            Py_DECREF(v);
            goto raise_neg_overflow;
        } else if (is_negative) {
            stepval = PyNumber_Invert(v);
            Py_DECREF(v);
            if (unlikely(!stepval))
                return (char) -1;
        } else {
            stepval = v;
        }
        v = NULL;
        val = (char) 0;
        mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
        shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
        for (bits = 0; bits < (int) sizeof(char) * 8 - chunk_size; bits += chunk_size) {
            PyObject *tmp, *digit;
            long idigit;
            digit = PyNumber_And(stepval, mask);
            if (unlikely(!digit)) goto done;
            idigit = PyLong_AsLong(digit);
            Py_DECREF(digit);
            if (unlikely(idigit < 0)) goto done;
            val |= ((char) idigit) << bits;
            tmp = PyNumber_Rshift(stepval, shift);
            if (unlikely(!tmp)) goto done;
            Py_DECREF(stepval); stepval = tmp;
        }
        Py_DECREF(shift); shift = NULL;
        Py_DECREF(mask); mask = NULL;
        {
            long idigit = PyLong_AsLong(stepval);
            if (unlikely(idigit < 0)) goto done;
            remaining_bits = ((int) sizeof(char) * 8) - bits - (is_unsigned ? 0 : 1);
            if (unlikely(idigit >= (1L << remaining_bits)))
                goto raise_overflow;
            val |= ((char) idigit) << bits;
        }
        if (!is_unsigned) {
            if (unlikely(val & (((char) 1) << (sizeof(char) * 8 - 1))))
                goto raise_overflow;
            if (is_negative)
                val = ~val;
        }
        ret = 0;
    done:
        Py_XDECREF(shift);
        Py_XDECREF(mask);
        Py_XDECREF(stepval);
#endif
        if (unlikely(ret))
            return (char) -1;
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to char");
    return (char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to char");
    return (char) -1;
}

/* FormatTypeName */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000
static __Pyx_TypeName
__Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp)
{
    PyObject *module = NULL, *name = NULL, *result = NULL;
    #if __PYX_LIMITED_VERSION_HEX < 0x030b0000
    name = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                               __pyx_mstate_global->__pyx_n_u_qualname);
    #else
    name = PyType_GetQualName(tp);
    #endif
    if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) goto bad;
    module = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                               __pyx_mstate_global->__pyx_n_u_module);
    if (unlikely(module == NULL) || unlikely(!PyUnicode_Check(module))) goto bad;
    if (PyUnicode_CompareWithASCIIString(module, "builtins") == 0) {
        result = name;
        name = NULL;
        goto done;
    }
    result = PyUnicode_FromFormat("%U.%U", module, name);
    if (unlikely(result == NULL)) goto bad;
  done:
    Py_XDECREF(name);
    Py_XDECREF(module);
    return result;
  bad:
    PyErr_Clear();
    if (name) {
        result = name;
        name = NULL;
    } else {
        result = __Pyx_NewRef(__pyx_mstate_global->__pyx_kp_u__7);
    }
    goto done;
}
#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
}

/* 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);
}

/* 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
}

/* 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);
    }
}

/* PyObjectSetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_setattro))
        return tp->tp_setattro(obj, attr_name, value);
    return PyObject_SetAttr(obj, attr_name, value);
}
#endif

/* VoidPtrExport */
static int __Pyx_ExportVoidPtr(PyObject *name, void *p, const char *sig) {
    PyObject *d;
    PyObject *cobj = 0;
    if (__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_pyx_capi, &d) == -1)
        goto bad;
    if (!d) {
        d = PyDict_New();
        if (!d)
            goto bad;
        if (__Pyx_PyObject_SetAttrStr(__pyx_m, __pyx_mstate_global->__pyx_n_u_pyx_capi, d) < 0)
            goto bad;
    }
    cobj = PyCapsule_New(p, sig, 0);
    if (!cobj)
        goto bad;
    if (PyDict_SetItem(d, name, cobj) < 0)
        goto bad;
    Py_DECREF(cobj);
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(cobj);
    Py_XDECREF(d);
    return -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 */
