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            "/private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/core/include/numpy/ndarraytypes.h",
            "/private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/core/include/numpy/npy_math.h",
            "/private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/core/include/numpy/ufuncobject.h"
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        "include_dirs": [
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END: Cython Metadata */

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        #ifdef _WIN64
            typedef unsigned long long  __pyx_uintptr_t;
        #else
            typedef unsigned int        __pyx_uintptr_t;
        #endif
    #else
        #ifdef _WIN64
            typedef unsigned __int64    __pyx_uintptr_t;
        #else
            typedef unsigned __int32    __pyx_uintptr_t;
        #endif
    #endif
#else
    #include <stdint.h>
    typedef uintptr_t  __pyx_uintptr_t;
#endif
#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus)
    /* for clang __has_cpp_attribute(fallthrough) is true even before C++17
     * but leads to warnings with -pedantic, since it is a C++17 feature */
    #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
      #if __has_cpp_attribute(fallthrough)
        #define CYTHON_FALLTHROUGH [[fallthrough]]
      #endif
    #endif
    #ifndef CYTHON_FALLTHROUGH
      #if __has_cpp_attribute(clang::fallthrough)
        #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
      #elif __has_cpp_attribute(gnu::fallthrough)
        #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
      #endif
    #endif
  #endif
  #ifndef CYTHON_FALLTHROUGH
    #if __has_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
    #else
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
  #if defined(__clang__) && defined(__apple_build_version__)
    #if __apple_build_version__ < 7000000
      #undef  CYTHON_FALLTHROUGH
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
#endif
#ifdef __cplusplus
  template <typename T>
  struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);};
  #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL<type>::value)
#else
  #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0)
#endif
#if CYTHON_COMPILING_IN_PYPY == 1
  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x030A0000)
#else
  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000)
#endif
#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))

#ifndef CYTHON_INLINE
  #if defined(__clang__)
    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
  #elif defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
  #else
    #define CYTHON_INLINE
  #endif
#endif

#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_DefaultClassType PyClass_Type
  #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)
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_DefaultClassType PyType_Type
#if CYTHON_COMPILING_IN_LIMITED_API
    static CYTHON_INLINE 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;
        PyObject *version_info; // borrowed
        PyObject *py_minor_version = NULL;
        long minor_version = 0;
        PyObject *type, *value, *traceback;
        PyErr_Fetch(&type, &value, &traceback);
        #if __PYX_LIMITED_VERSION_HEX >= 0x030B0000
        minor_version = 11; // we don't yet need to distinguish between versions > 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);
        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, "iiiiiOOOOOOiOO", 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, "iiiiiiOOOOOOiOO", 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, "iiiiiiOOOOOOOiOO", 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);
        Py_XDECREF(py_minor_version);
        if (type) {
            PyErr_Restore(type, value, traceback);
        }
        return result;
    }
    #ifndef CO_OPTIMIZED
    #define CO_OPTIMIZED 0x0001
    #endif
    #ifndef CO_NEWLOCALS
    #define CO_NEWLOCALS 0x0002
    #endif
    #ifndef CO_VARARGS
    #define CO_VARARGS 0x0004
    #endif
    #ifndef CO_VARKEYWORDS
    #define CO_VARKEYWORDS 0x0008
    #endif
    #ifndef CO_ASYNC_GENERATOR
    #define CO_ASYNC_GENERATOR 0x0200
    #endif
    #ifndef CO_GENERATOR
    #define CO_GENERATOR 0x0020
    #endif
    #ifndef CO_COROUTINE
    #define CO_COROUTINE 0x0080
    #endif
#elif PY_VERSION_HEX >= 0x030B0000
  static CYTHON_INLINE 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;
    PyObject *empty_bytes = PyBytes_FromStringAndSize("", 0);  // we don't have access to __pyx_empty_bytes here
    if (!empty_bytes) return NULL;
    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, empty_bytes);
    Py_DECREF(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
#endif
#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
  #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
#else
  #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
  #define __Pyx_Py_Is(x, y)  Py_Is(x, y)
#else
  #define __Pyx_Py_Is(x, y) ((x) == (y))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
  #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
#else
  #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
  #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
#else
  #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse)
  #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob)
#else
  #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False)
#endif
#define __Pyx_NoneAsNull(obj)  (__Pyx_Py_IsNone(obj) ? NULL : (obj))
#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
#else
  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
#endif
#ifndef CO_COROUTINE
  #define CO_COROUTINE 0x80
#endif
#ifndef CO_ASYNC_GENERATOR
  #define CO_ASYNC_GENERATOR 0x200
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#ifndef Py_TPFLAGS_SEQUENCE
  #define Py_TPFLAGS_SEQUENCE 0
#endif
#ifndef Py_TPFLAGS_MAPPING
  #define Py_TPFLAGS_MAPPING 0
#endif
#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #define __Pyx_PyCFunctionFast _PyCFunctionFast
  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
#endif
#if CYTHON_METH_FASTCALL
  #define __Pyx_METH_FASTCALL METH_FASTCALL
  #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
  #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
#else
  #define __Pyx_METH_FASTCALL METH_VARARGS
  #define __Pyx_PyCFunction_FastCall PyCFunction
  #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
#endif
#if CYTHON_VECTORCALL
  #define __pyx_vectorcallfunc vectorcallfunc
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  PY_VECTORCALL_ARGUMENTS_OFFSET
  #define __Pyx_PyVectorcall_NARGS(n)  PyVectorcall_NARGS((size_t)(n))
#elif CYTHON_BACKPORT_VECTORCALL
  typedef PyObject *(*__pyx_vectorcallfunc)(PyObject *callable, PyObject *const *args,
                                            size_t nargsf, PyObject *kwnames);
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  ((size_t)1 << (8 * sizeof(size_t) - 1))
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(((size_t)(n)) & ~__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET))
#else
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  0
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(n))
#endif
#if __PYX_LIMITED_VERSION_HEX < 0x030900B1
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  ((void)m, PyType_FromSpecWithBases(s, b))
  typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *);
#else
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  PyType_FromModuleAndSpec(m, s, b)
  #define __Pyx_PyCMethod  PyCMethod
#endif
#ifndef METH_METHOD
  #define METH_METHOD 0x200
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
  #define PyObject_Malloc(s)   PyMem_Malloc(s)
  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_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 >= 0x03060000
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#elif PY_VERSION_HEX >= 0x03000000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_Current
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
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;
}
#endif
#define __Pyx_PyObject_GetSlot(obj, name, func_ctype)  __Pyx_PyType_GetSlot(Py_TYPE(obj), name, func_ctype)
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((func_ctype) PyType_GetSlot((type), Py_##name))
#else
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((type)->name)
#endif
#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
#include "pythread.h"
#define Py_tss_NEEDS_INIT 0
typedef int Py_tss_t;
static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
  *key = PyThread_create_key();
  return 0;
}
static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
  *key = Py_tss_NEEDS_INIT;
  return key;
}
static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
  PyObject_Free(key);
}
static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
  return *key != Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
  PyThread_delete_key(*key);
  *key = Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
  return PyThread_set_key_value(*key, value);
}
static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
  return PyThread_get_key_value(*key);
}
#endif
#if PY_MAJOR_VERSION < 3
    #if CYTHON_COMPILING_IN_PYPY
        #if PYPY_VERSION_NUM < 0x07030600
            #if defined(__cplusplus) && __cplusplus >= 201402L
                [[deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")]]
            #elif defined(__GNUC__) || defined(__clang__)
                __attribute__ ((__deprecated__("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")))
            #elif defined(_MSC_VER)
                __declspec(deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6"))
            #endif
            static CYTHON_INLINE int PyGILState_Check(void) {
                return 0;
            }
        #else  // PYPY_VERSION_NUM < 0x07030600
        #endif  // PYPY_VERSION_NUM < 0x07030600
    #else
        static CYTHON_INLINE int PyGILState_Check(void) {
            PyThreadState * tstate = _PyThreadState_Current;
            return tstate && (tstate == PyGILState_GetThisThreadState());
        }
    #endif
#endif
#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
#endif
#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX > 0x030600B4 && 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 PY_MAJOR_VERSION >= 3 && (!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)
  #define __Pyx_PyObject_GetIterNextFunc(obj)  (Py_TYPE(obj)->tp_iternext)
#else
  #define __Pyx_PyType_GetFlags(tp)   (PyType_GetFlags((PyTypeObject *)tp))
  #define __Pyx_PyType_HasFeature(type, feature)  PyType_HasFeature(type, feature)
  #define __Pyx_PyObject_GetIterNextFunc(obj)  PyIter_Next
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_SetItemOnTypeDict(tp, k, v) PyObject_GenericSetAttr((PyObject*)tp, k, v)
#else
  #define __Pyx_SetItemOnTypeDict(tp, k, v) PyDict_SetItem(tp->tp_dict, k, v)
#endif
#if CYTHON_USE_TYPE_SPECS && PY_VERSION_HEX >= 0x03080000
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  {\
    PyTypeObject *type = Py_TYPE(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 CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GetLength(u)
  #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))
#elif PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #if PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_READY(op)       (0)
  #else
    #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                                0 : _PyUnicode_Ready((PyObject *)(op)))
  #endif
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
  #define __Pyx_PyUnicode_KIND(u)         ((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
#else
  #define CYTHON_PEP393_ENABLED 0
  #define PyUnicode_1BYTE_KIND  1
  #define PyUnicode_2BYTE_KIND  2
  #define PyUnicode_4BYTE_KIND  4
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535U : 1114111U)
  #define __Pyx_PyUnicode_KIND(u)         ((int)sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = (Py_UNICODE) ch)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #if !defined(PyUnicode_DecodeUnicodeEscape)
    #define PyUnicode_DecodeUnicodeEscape(s, size, errors)  PyUnicode_Decode(s, size, "unicode_escape", errors)
  #endif
  #if !defined(PyUnicode_Contains) || (PY_MAJOR_VERSION == 2 && PYPY_VERSION_NUM < 0x07030500)
    #undef 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_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
  #define PyObject_ASCII(o)            PyObject_Repr(o)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#ifndef PyObject_Unicode
  #define PyObject_Unicode             PyObject_Str
#endif
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
#else
  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
#endif
#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_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_PyList_SET_ITEM(o, i, v) (PyList_SET_ITEM(o, i, v), (0))
  #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)
#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_PyList_SET_ITEM(o, i, v) PyList_SetItem(o, i, v)
  #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)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define __Pyx_Py3Int_Check(op)       PyLong_Check(op)
  #define __Pyx_Py3Int_CheckExact(op)  PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
#else
  #define __Pyx_Py3Int_Check(op)       (PyLong_Check(op) || PyInt_Check(op))
  #define __Pyx_Py3Int_CheckExact(op)  (PyLong_CheckExact(op) || PyInt_CheckExact(op))
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
#endif
#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
  #ifndef PyUnicode_InternFromString
    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
  #endif
#endif
#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsHash_t
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsSsize_t
#endif
#if CYTHON_USE_ASYNC_SLOTS
  #if PY_VERSION_HEX >= 0x030500B1
    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
  #else
    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
  #endif
#else
  #define __Pyx_PyType_AsAsync(obj) NULL
#endif
#ifndef __Pyx_PyAsyncMethodsStruct
    typedef struct {
        unaryfunc am_await;
        unaryfunc am_aiter;
        unaryfunc am_anext;
    } __Pyx_PyAsyncMethodsStruct;
#endif

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

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

#ifdef CYTHON_EXTERN_C
    #undef __PYX_EXTERN_C
    #define __PYX_EXTERN_C CYTHON_EXTERN_C
#elif defined(__PYX_EXTERN_C)
    #ifdef _MSC_VER
    #pragma message ("Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.")
    #else
    #warning Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.
    #endif
#else
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

#define __PYX_HAVE__ms_deisotope___c__utils
#define __PYX_HAVE_API__ms_deisotope___c__utils
/* Early includes */
#include <string.h>
#include <stdio.h>

    /* Using NumPy API declarations from "numpy/__init__.cython-30.pxd" */
    
#include "numpy/arrayobject.h"
#include "numpy/ndarrayobject.h"
#include "numpy/ndarraytypes.h"
#include "numpy/arrayscalars.h"
#include "numpy/ufuncobject.h"
#include "pythread.h"
#include <math.h>
#include "numpy/npy_math.h"
#include <stdlib.h>
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

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

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

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
    (sizeof(type) < sizeof(Py_ssize_t))  ||\
    (sizeof(type) > sizeof(Py_ssize_t) &&\
          likely(v < (type)PY_SSIZE_T_MAX ||\
                 v == (type)PY_SSIZE_T_MAX)  &&\
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
                                v == (type)PY_SSIZE_T_MIN)))  ||\
    (sizeof(type) == sizeof(Py_ssize_t) &&\
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
                               v == (type)PY_SSIZE_T_MAX)))  )
static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
    return (size_t) i < (size_t) limit;
}
#if defined (__cplusplus) && __cplusplus >= 201103L
    #include <cstdlib>
    #define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER)
    #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
    #define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyObject_AsWritableString(s)    ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
#if CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const wchar_t *u)
{
    const wchar_t *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#else
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
{
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#endif
#define __Pyx_PyUnicode_FromOrdinal(o)       PyUnicode_FromOrdinal((int)o)
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
#define __Pyx_PySequence_Tuple(obj)\
    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
#if CYTHON_ASSUME_SAFE_MACROS
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#else
#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
#endif
#if CYTHON_USE_PYLONG_INTERNALS
  #if PY_VERSION_HEX >= 0x030C00A7
  #ifndef _PyLong_SIGN_MASK
    #define _PyLong_SIGN_MASK 3
  #endif
  #ifndef _PyLong_NON_SIZE_BITS
    #define _PyLong_NON_SIZE_BITS 3
  #endif
  #define __Pyx_PyLong_Sign(x)  (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK)
  #define __Pyx_PyLong_IsNeg(x)  ((__Pyx_PyLong_Sign(x) & 2) != 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (!__Pyx_PyLong_IsNeg(x))
  #define __Pyx_PyLong_IsZero(x)  (__Pyx_PyLong_Sign(x) & 1)
  #define __Pyx_PyLong_IsPos(x)  (__Pyx_PyLong_Sign(x) == 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  (__Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS))
  #define __Pyx_PyLong_SignedDigitCount(x)\
        ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x))
  #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue)
    #define __Pyx_PyLong_IsCompact(x)     PyUnstable_Long_IsCompact((PyLongObject*) x)
    #define __Pyx_PyLong_CompactValue(x)  PyUnstable_Long_CompactValue((PyLongObject*) x)
  #else
    #define __Pyx_PyLong_IsCompact(x)     (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS))
    #define __Pyx_PyLong_CompactValue(x)  ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0])
  #endif
  typedef Py_ssize_t  __Pyx_compact_pylong;
  typedef size_t  __Pyx_compact_upylong;
  #else  // Py < 3.12
  #define __Pyx_PyLong_IsNeg(x)  (Py_SIZE(x) < 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (Py_SIZE(x) >= 0)
  #define __Pyx_PyLong_IsZero(x)  (Py_SIZE(x) == 0)
  #define __Pyx_PyLong_IsPos(x)  (Py_SIZE(x) > 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  __Pyx_sst_abs(Py_SIZE(x))
  #define __Pyx_PyLong_SignedDigitCount(x)  Py_SIZE(x)
  #define __Pyx_PyLong_IsCompact(x)  (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1)
  #define __Pyx_PyLong_CompactValue(x)\
        ((Py_SIZE(x) == 0) ? (sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0]))
  typedef sdigit  __Pyx_compact_pylong;
  typedef digit  __Pyx_compact_upylong;
  #endif
  #if PY_VERSION_HEX >= 0x030C00A5
  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->long_value.ob_digit)
  #else
  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->ob_digit)
  #endif
#endif
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    PyObject* ascii_chars_u = NULL;
    PyObject* ascii_chars_b = NULL;
    const char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    if (strcmp(default_encoding_c, "ascii") == 0) {
        __Pyx_sys_getdefaultencoding_not_ascii = 0;
    } else {
        char ascii_chars[128];
        int c;
        for (c = 0; c < 128; c++) {
            ascii_chars[c] = (char) c;
        }
        __Pyx_sys_getdefaultencoding_not_ascii = 1;
        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
        if (!ascii_chars_u) goto bad;
        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
            PyErr_Format(
                PyExc_ValueError,
                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
                default_encoding_c);
            goto bad;
        }
        Py_DECREF(ascii_chars_u);
        Py_DECREF(ascii_chars_b);
    }
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return -1;
}
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#else
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
static char* __PYX_DEFAULT_STRING_ENCODING;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    return -1;
}
#endif
#endif


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

#if !CYTHON_USE_MODULE_STATE
static PyObject *__pyx_m = NULL;
#endif
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm = __FILE__;
static const char *__pyx_filename;

/* Header.proto */
#if !defined(CYTHON_CCOMPLEX)
  #if defined(__cplusplus)
    #define CYTHON_CCOMPLEX 1
  #elif (defined(_Complex_I) && !defined(_MSC_VER)) || ((defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) && !defined(__STDC_NO_COMPLEX__))
    #define CYTHON_CCOMPLEX 1
  #else
    #define CYTHON_CCOMPLEX 0
  #endif
#endif
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #include <complex>
  #else
    #include <complex.h>
  #endif
#endif
#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
  #undef _Complex_I
  #define _Complex_I 1.0fj
#endif

/* #### Code section: filename_table ### */

static const char *__pyx_f[] = {
  "src/ms_deisotope/_c/utils.pyx",
  "<stringsource>",
  "__init__.cython-30.pxd",
  "contextvars.pxd",
  "type.pxd",
  "bool.pxd",
  "complex.pxd",
  "peak_set.pxd",
  "peak_index.pxd",
  "composition.pxd",
  "isotopic_distribution.pxd",
  "src/ms_deisotope/_c/averagine.pxd",
  "src/ms_deisotope/_c/deconvoluter_base.pxd",
  "src/ms_deisotope/_c/scoring.pxd",
  "src/ms_deisotope/_c/peak_set.pxd",
};
/* #### Code section: utility_code_proto_before_types ### */
/* 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()

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

/* Atomics.proto */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __pyx_atomic_int_type int
#define __pyx_nonatomic_int_type int
#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
                        (__STDC_VERSION__ >= 201112L) &&\
                        !defined(__STDC_NO_ATOMICS__))
    #include <stdatomic.h>
#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
                    (__cplusplus >= 201103L) ||\
                    (defined(_MSC_VER) && _MSC_VER >= 1700)))
    #include <atomic>
#endif
#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
                        (__STDC_VERSION__ >= 201112L) &&\
                        !defined(__STDC_NO_ATOMICS__) &&\
                       ATOMIC_INT_LOCK_FREE == 2)
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type atomic_int
    #define __pyx_atomic_incr_aligned(value) atomic_fetch_add_explicit(value, 1, memory_order_relaxed)
    #define __pyx_atomic_decr_aligned(value) atomic_fetch_sub_explicit(value, 1, memory_order_acq_rel)
    #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER)
        #pragma message ("Using standard C atomics")
    #elif defined(__PYX_DEBUG_ATOMICS)
        #warning "Using standard C atomics"
    #endif
#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
                    (__cplusplus >= 201103L) ||\
\
                    (defined(_MSC_VER) && _MSC_VER >= 1700)) &&\
                    ATOMIC_INT_LOCK_FREE == 2)
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type std::atomic_int
    #define __pyx_atomic_incr_aligned(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_relaxed)
    #define __pyx_atomic_decr_aligned(value) std::atomic_fetch_sub_explicit(value, 1, std::memory_order_acq_rel)
    #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_incr_aligned(value) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_aligned(value) __sync_fetch_and_sub(value, 1)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && defined(_MSC_VER)
    #include <intrin.h>
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type long
    #define __pyx_nonatomic_int_type long
    #pragma intrinsic (_InterlockedExchangeAdd)
    #define __pyx_atomic_incr_aligned(value) _InterlockedExchangeAdd(value, 1)
    #define __pyx_atomic_decr_aligned(value) _InterlockedExchangeAdd(value, -1)
    #ifdef __PYX_DEBUG_ATOMICS
        #pragma message ("Using MSVC atomics")
    #endif
#else
    #undef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 0
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Not using atomics"
    #endif
#endif
#if CYTHON_ATOMICS
    #define __pyx_add_acquisition_count(memview)\
             __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview))
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview))
#else
    #define __pyx_add_acquisition_count(memview)\
            __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
#endif

/* 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 ### */

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":732
 * # 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 732 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":733
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */

#line 733 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":734
 * 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 734 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":735
 * 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 735 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":739
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */

#line 739 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":740
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */

#line 740 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":741
 * 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 741 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":742
 * 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 742 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":746
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */

#line 746 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":747
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */

#line 747 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":756
 * # The int types are mapped a bit surprising --
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t
 */

#line 756 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_long __pyx_t_5numpy_int_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":757
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   longlong_t
 * 
 */

#line 757 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":758
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */

#line 758 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":760
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
 */

#line 760 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":761
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */

#line 761 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":762
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */

#line 762 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":764
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */

#line 764 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":765
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */

#line 765 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":767
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */

#line 767 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_double __pyx_t_5numpy_float_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":768
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */

#line 768 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_double __pyx_t_5numpy_double_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":769
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */

#line 769 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;

/* "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;
/* #### 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);

/* #### Code section: type_declarations ### */

/*--- Type declarations ---*/
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_7brainpy_2_c_11composition_PyComposition;
struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed;
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;
struct __pyx_opt_args_7cpython_11contextvars_get_value;
struct __pyx_opt_args_7cpython_11contextvars_get_value_no_default;

/* "cpython/contextvars.pxd":112
 * 
 * 
 * cdef inline object get_value(var, default_value=None):             # <<<<<<<<<<<<<<
 *     """Return a new reference to the value of the context variable,
 *     or the default value of the context variable,
 */

#line 112 "cpython/contextvars.pxd"
struct __pyx_opt_args_7cpython_11contextvars_get_value {

#line 112 "cpython/contextvars.pxd"
  int __pyx_n;

#line 112 "cpython/contextvars.pxd"
  PyObject *default_value;

#line 112 "cpython/contextvars.pxd"
};

/* "cpython/contextvars.pxd":129
 * 
 * 
 * cdef inline object get_value_no_default(var, default_value=None):             # <<<<<<<<<<<<<<
 *     """Return a new reference to the value of the context variable,
 *     or the provided default value if no such value was found.
 */

#line 129 "cpython/contextvars.pxd"
struct __pyx_opt_args_7cpython_11contextvars_get_value_no_default {

#line 129 "cpython/contextvars.pxd"
  int __pyx_n;

#line 129 "cpython/contextvars.pxd"
  PyObject *default_value;

#line 129 "cpython/contextvars.pxd"
};

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":771
 * ctypedef npy_longdouble longdouble_t
 * 
 * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t
 */

#line 771 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":772
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */

#line 772 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":773
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cdouble     complex_t
 */

#line 773 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":775
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */

#line 775 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_cdouble __pyx_t_5numpy_complex_t;

#line 775 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet__has_peak;

#line 775 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet_all_peaks_for;

#line 775 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_cell;

#line 775 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_t_14ms_peak_picker_2_c_8peak_set_index_list;

#line 775 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_14PeakSetIndexed_has_peak_hinted;

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

#line 90 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex__has_peak;

#line 90 "ms_peak_picker/_c/peak_set.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_7brainpy_2_c_11composition_neutral_mass;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_7brainpy_2_c_11composition_mass_charge_ratio;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_t_7brainpy_2_c_11composition_Isotope;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_t_7brainpy_2_c_11composition_IsotopeMap;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_t_7brainpy_2_c_11composition_Element;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_t_7brainpy_2_c_11composition_ElementHashBucket;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_t_7brainpy_2_c_11composition_ElementHashTable;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_t_7brainpy_2_c_11composition_Composition;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition__set_impl;

#line 14 "ms_peak_picker/_c/peak_index.pxd"
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=*) nogil             # <<<<<<<<<<<<<<
 * cdef double mass_charge_ratio(double neutral_mass, int z, double charge_carrier=*) nogil
 * cdef char* _parse_isotope_string(char* label, int* isotope_num, char* element_name) 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=*) nogil
 * cdef double mass_charge_ratio(double neutral_mass, int z, double charge_carrier=*) nogil             # <<<<<<<<<<<<<<
 * cdef char* _parse_isotope_string(char* label, int* isotope_num, char* element_name) 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=*) nogil             # <<<<<<<<<<<<<<
 * cdef void free_isotopic_distribution(IsotopicDistribution* distribution)  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) nogil
 * cdef int guess_npeaks(Composition* composition_struct, size_t max_npeaks, ElementCache* cache=*) 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=*) 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=*) 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=*) 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_12ms_deisotope_2_c_9averagine_mass_charge_ratio;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_neutral_mass;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_scale;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_isotopic_cluster;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine__isotopic_cluster;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_ignore_below;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_truncate_after;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern_scale;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_26TheoreticalIsotopicPattern__scale;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_has_mz_charge_pair;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_14AveragineCache_isotopic_cluster;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_isotopic_shift;

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_poisson_approximate;

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_5utils_deserialize_deconvoluted_peak_set;

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

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_defaults1;
typedef struct __pyx_defaults1 __pyx_defaults1;

#line 171 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_defaults2;
typedef struct __pyx_defaults2 __pyx_defaults2;

/* "ms_deisotope/_c/utils.pxd":22
 * 
 * cpdef list decode_envelopes(np.ndarray[np.float32_t, ndim=1] array)
 * cpdef DeconvolutedPeakSetIndexed deserialize_deconvoluted_peak_set(dict scan_dict, bint include_envelopes=*)             # <<<<<<<<<<<<<<
 * cpdef DeconvolutedPeakSetIndexed build_deconvoluted_peak_set_from_arrays(np.ndarray[double, ndim=1] mz_array,
 *                                                                          np.ndarray[double, ndim=1] intensity_array,
 */

#line 22 "ms_deisotope/_c/utils.pxd"
struct __pyx_opt_args_12ms_deisotope_2_c_5utils_deserialize_deconvoluted_peak_set {

#line 22 "ms_deisotope/_c/utils.pxd"
  int __pyx_n;

#line 22 "ms_deisotope/_c/utils.pxd"
  int include_envelopes;

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

#line 22 "ms_deisotope/_c/utils.pxd"
struct __pyx_defaults {

#line 22 "ms_deisotope/_c/utils.pxd"
  PyObject *__pyx_arg__fused_sigindex;

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

#line 22 "ms_deisotope/_c/utils.pxd"
struct __pyx_defaults1 {

#line 22 "ms_deisotope/_c/utils.pxd"
  PyObject *__pyx_arg__fused_sigindex;

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

#line 22 "ms_deisotope/_c/utils.pxd"
struct __pyx_defaults2 {

#line 22 "ms_deisotope/_c/utils.pxd"
  PyObject *__pyx_arg__fused_sigindex;

#line 22 "ms_deisotope/_c/utils.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"


/* "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":63
 * 
 * @freelist(100000)
 * cdef class TheoreticalPeak(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
 */

#line 63 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak {

#line 63 "brainpy/_c/isotopic_distribution.pxd"
  PyObject_HEAD

#line 63 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_vtabstruct_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_vtab;

#line 63 "brainpy/_c/isotopic_distribution.pxd"
  double mz;

#line 63 "brainpy/_c/isotopic_distribution.pxd"
  double intensity;

#line 63 "brainpy/_c/isotopic_distribution.pxd"
  int charge;

#line 63 "brainpy/_c/isotopic_distribution.pxd"
};

#line 63 "brainpy/_c/isotopic_distribution.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":23
 * 
 * @cython.final
 * cdef class TheoreticalIsotopicPattern(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list peaklist
 */

#line 23 "ms_deisotope/_c/averagine.pxd"
struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern {

#line 23 "ms_deisotope/_c/averagine.pxd"
  PyObject_HEAD

#line 23 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_vtab;

#line 23 "ms_deisotope/_c/averagine.pxd"
  PyObject *peaklist;

#line 23 "ms_deisotope/_c/averagine.pxd"
  double origin;

#line 23 "ms_deisotope/_c/averagine.pxd"
  double offset;

#line 23 "ms_deisotope/_c/averagine.pxd"
};

#line 23 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/averagine.pxd":79
 * 
 * @cython.final
 * cdef class AveragineCache(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public dict backend
 */

#line 79 "ms_deisotope/_c/averagine.pxd"
struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache {

#line 79 "ms_deisotope/_c/averagine.pxd"
  PyObject_HEAD

#line 79 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_AveragineCache *__pyx_vtab;

#line 79 "ms_deisotope/_c/averagine.pxd"
  PyObject *backend;

#line 79 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *averagine;

#line 79 "ms_deisotope/_c/averagine.pxd"
  double cache_truncation;

#line 79 "ms_deisotope/_c/averagine.pxd"
  int enabled;

#line 79 "ms_deisotope/_c/averagine.pxd"
};

#line 79 "ms_deisotope/_c/averagine.pxd"


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

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

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

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

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

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

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

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

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

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

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

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

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

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


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

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

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

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

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

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


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

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

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

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

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

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


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

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

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

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

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

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

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

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

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

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

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

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


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

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

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

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

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

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

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

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

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

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

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

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

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

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

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


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

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

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

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

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

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

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


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

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

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

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

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

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

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


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

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

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

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

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


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

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

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

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

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


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

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

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

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

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


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

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

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

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

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

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


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

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

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

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

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

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

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


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

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

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

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

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

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


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

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

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

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

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

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

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


/* "ms_deisotope/_c/scoring.pxd":95
 * 
 * 
 * cdef class DistinctPatternFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public InterferenceDetection interference_detector
 */

#line 95 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter {

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *interference_detector;

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *g_test_scaled;

#line 95 "ms_deisotope/_c/scoring.pxd"
  double peak_count_scale;

#line 95 "ms_deisotope/_c/scoring.pxd"
  double domain_scale;

#line 95 "ms_deisotope/_c/scoring.pxd"
};

#line 95 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":102
 *         public double domain_scale
 * 
 * cdef class ScaledPenalizedMSDeconvFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double scale_factor
 */

#line 102 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter {

#line 102 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 102 "ms_deisotope/_c/scoring.pxd"
  double scale_factor;

#line 102 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *scorer;

#line 102 "ms_deisotope/_c/scoring.pxd"
};

#line 102 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":112
 * 
 * 
 * cdef class DotProductFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 */

#line 112 "ms_deisotope/_c/scoring.pxd"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter {

#line 112 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 112 "ms_deisotope/_c/scoring.pxd"
};

#line 112 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/peak_set.pxd":5
 * 
 * 
 * cdef class _Index:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public size_t neutral_mass
 */

#line 5 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index {

#line 5 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 5 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__Index *__pyx_vtab;

#line 5 "ms_deisotope/_c/peak_set.pxd"
  size_t neutral_mass;

#line 5 "ms_deisotope/_c/peak_set.pxd"
  size_t mz;

#line 5 "ms_deisotope/_c/peak_set.pxd"
};

#line 5 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":14
 * 
 * 
 * cdef class EnvelopePair:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
 */

#line 14 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair {

#line 14 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 14 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_EnvelopePair *__pyx_vtab;

#line 14 "ms_deisotope/_c/peak_set.pxd"
  double mz;

#line 14 "ms_deisotope/_c/peak_set.pxd"
  double intensity;

#line 14 "ms_deisotope/_c/peak_set.pxd"
};

#line 14 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":25
 * 
 * 
 * cdef class Envelope:             # <<<<<<<<<<<<<<
 *     cdef public tuple pairs
 * 
 */

#line 25 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope {

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

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_Envelope *__pyx_vtab;

#line 25 "ms_deisotope/_c/peak_set.pxd"
  PyObject *pairs;

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

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


/* "ms_deisotope/_c/peak_set.pxd":40
 * 
 * 
 * cdef class DeconvolutedPeak(PeakBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double neutral_mass
 */

#line 40 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak {

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_base;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double neutral_mass;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double signal_to_noise;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index *_index;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double full_width_at_half_max;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  int charge;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double a_to_a2_ratio;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double most_abundant_mass;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double average_mass;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  double score;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *envelope;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *fit;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  int chosen_for_msms;

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

#line 40 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":66
 * 
 * 
 * cdef class IonMobilityDeconvolutedPeak(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double drift_time
 */

#line 66 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak {

#line 66 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

#line 66 "ms_deisotope/_c/peak_set.pxd"
  double drift_time;

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

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


/* "ms_deisotope/_c/peak_set.pxd":71
 * 
 * 
 * cdef class DeconvolutedPeakSolution(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public object solution
 */

#line 71 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution {

#line 71 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

#line 71 "ms_deisotope/_c/peak_set.pxd"
  PyObject *solution;

#line 71 "ms_deisotope/_c/peak_set.pxd"
};

#line 71 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":75
 *         public object solution
 * 
 * cdef class DeconvolutedPeakSet(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public tuple peaks
 */

#line 75 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet {

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *__pyx_vtab;

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *peaks;

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *_mz_ordered;

#line 75 "ms_deisotope/_c/peak_set.pxd"
  int indexed;

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

#line 75 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":104
 * 
 * 
 * cdef class DeconvolutedPeakSetIndexed(DeconvolutedPeakSet):             # <<<<<<<<<<<<<<
 *     cdef:
 *         double* neutral_mass_array
 */

#line 104 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed {

#line 104 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet __pyx_base;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  double *neutral_mass_array;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  double *mz_array;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_index_list *interval_index;

#line 104 "ms_deisotope/_c/peak_set.pxd"
  size_t _size;

#line 104 "ms_deisotope/_c/peak_set.pxd"
};

#line 104 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":161
 * 
 * 
 * cdef class _CPeakSet:             # <<<<<<<<<<<<<<
 *     cdef:
 *         deconvoluted_peak_set_t* ptr
 */

#line 161 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet {

#line 161 "ms_deisotope/_c/peak_set.pxd"
  PyObject_HEAD

#line 161 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__CPeakSet *__pyx_vtab;

#line 161 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_t_12ms_deisotope_2_c_8peak_set_deconvoluted_peak_set_t *ptr;

#line 161 "ms_deisotope/_c/peak_set.pxd"
};

#line 161 "ms_deisotope/_c/peak_set.pxd"


/* "View.MemoryView":114
 * @cython.collection_type("sequence")
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */

#line 114 "View.MemoryView"
struct __pyx_array_obj {

#line 114 "View.MemoryView"
  PyObject_HEAD

#line 114 "View.MemoryView"
  struct __pyx_vtabstruct_array *__pyx_vtab;

#line 114 "View.MemoryView"
  char *data;

#line 114 "View.MemoryView"
  Py_ssize_t len;

#line 114 "View.MemoryView"
  char *format;

#line 114 "View.MemoryView"
  int ndim;

#line 114 "View.MemoryView"
  Py_ssize_t *_shape;

#line 114 "View.MemoryView"
  Py_ssize_t *_strides;

#line 114 "View.MemoryView"
  Py_ssize_t itemsize;

#line 114 "View.MemoryView"
  PyObject *mode;

#line 114 "View.MemoryView"
  PyObject *_format;

#line 114 "View.MemoryView"
  void (*callback_free_data)(void *);

#line 114 "View.MemoryView"
  int free_data;

#line 114 "View.MemoryView"
  int dtype_is_object;

#line 114 "View.MemoryView"
};

#line 114 "View.MemoryView"


/* "View.MemoryView":302
 * 
 * @cname('__pyx_MemviewEnum')
 * cdef class Enum(object):             # <<<<<<<<<<<<<<
 *     cdef object name
 *     def __init__(self, name):
 */

#line 302 "View.MemoryView"
struct __pyx_MemviewEnum_obj {

#line 302 "View.MemoryView"
  PyObject_HEAD

#line 302 "View.MemoryView"
  PyObject *name;

#line 302 "View.MemoryView"
};

#line 302 "View.MemoryView"


/* "View.MemoryView":337
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview:             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */

#line 337 "View.MemoryView"
struct __pyx_memoryview_obj {

#line 337 "View.MemoryView"
  PyObject_HEAD

#line 337 "View.MemoryView"
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;

#line 337 "View.MemoryView"
  PyObject *obj;

#line 337 "View.MemoryView"
  PyObject *_size;

#line 337 "View.MemoryView"
  PyObject *_array_interface;

#line 337 "View.MemoryView"
  PyThread_type_lock lock;

#line 337 "View.MemoryView"
  __pyx_atomic_int_type acquisition_count;

#line 337 "View.MemoryView"
  Py_buffer view;

#line 337 "View.MemoryView"
  int flags;

#line 337 "View.MemoryView"
  int dtype_is_object;

#line 337 "View.MemoryView"
  __Pyx_TypeInfo *typeinfo;

#line 337 "View.MemoryView"
};

#line 337 "View.MemoryView"


/* "View.MemoryView":952
 * @cython.collection_type("sequence")
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */

#line 952 "View.MemoryView"
struct __pyx_memoryviewslice_obj {

#line 952 "View.MemoryView"
  struct __pyx_memoryview_obj __pyx_base;

#line 952 "View.MemoryView"
  __Pyx_memviewslice from_slice;

#line 952 "View.MemoryView"
  PyObject *from_object;

#line 952 "View.MemoryView"
  PyObject *(*to_object_func)(char *);

#line 952 "View.MemoryView"
  int (*to_dtype_func)(char *, PyObject *);

#line 952 "View.MemoryView"
};

#line 952 "View.MemoryView"


#line 952 "View.MemoryView"


/* "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"


/* "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":63
 * 
 * @freelist(100000)
 * cdef class TheoreticalPeak(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
 */

#line 63 "brainpy/_c/isotopic_distribution.pxd"


#line 63 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_vtabstruct_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak {

#line 63 "brainpy/_c/isotopic_distribution.pxd"
  struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *(*_create)(double, double, int);

#line 63 "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 63 "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 63 "brainpy/_c/isotopic_distribution.pxd"
};

#line 63 "brainpy/_c/isotopic_distribution.pxd"
static struct __pyx_vtabstruct_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_vtabptr_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak;

#line 63 "brainpy/_c/isotopic_distribution.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":23
 * 
 * @cython.final
 * cdef class TheoreticalIsotopicPattern(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public list peaklist
 */

#line 23 "ms_deisotope/_c/averagine.pxd"


#line 23 "ms_deisotope/_c/averagine.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern {

#line 23 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*_create)(PyObject *, double, double);

#line 23 "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 23 "ms_deisotope/_c/averagine.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, int __pyx_skip_dispatch);

#line 23 "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 23 "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 23 "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 23 "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 23 "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 23 "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 23 "ms_deisotope/_c/averagine.pxd"
  double (*drop_last_peak)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 23 "ms_deisotope/_c/averagine.pxd"
  double (*total)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 23 "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 23 "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 23 "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 23 "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 23 "ms_deisotope/_c/averagine.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 23 "ms_deisotope/_c/averagine.pxd"
  double (*get_monoisotopic_mz)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 23 "ms_deisotope/_c/averagine.pxd"
  PyObject *(*get_processed_peaks)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *);

#line 23 "ms_deisotope/_c/averagine.pxd"
  size_t (*basepeak_index)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch);

#line 23 "ms_deisotope/_c/averagine.pxd"
  PyObject *(*incremental_truncation)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, double, int __pyx_skip_dispatch);

#line 23 "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 23 "ms_deisotope/_c/averagine.pxd"
};

#line 23 "ms_deisotope/_c/averagine.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_vtabptr_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern;

#line 23 "ms_deisotope/_c/averagine.pxd"


/* "ms_deisotope/_c/averagine.pxd":79
 * 
 * @cython.final
 * cdef class AveragineCache(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public dict backend
 */

#line 79 "ms_deisotope/_c/averagine.pxd"


#line 79 "ms_deisotope/_c/averagine.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_AveragineCache {

#line 79 "ms_deisotope/_c/averagine.pxd"
  double (*_make_cache_key)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache *, double);

#line 79 "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 79 "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 79 "ms_deisotope/_c/averagine.pxd"
};

#line 79 "ms_deisotope/_c/averagine.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_AveragineCache *__pyx_vtabptr_12ms_deisotope_2_c_9averagine_AveragineCache;

#line 79 "ms_deisotope/_c/averagine.pxd"


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

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


#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase {

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*between)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, double, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*has_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, double, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_has_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, double);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*match_theoretical_isotopic_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_match_theoretical_isotopic_distribution *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*scale_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_evaluate_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, int, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*subtraction)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase_subtraction *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*fit_incremental_truncation)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, double, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*_check_fit)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_find_next_putative_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_find_previous_putative_peak)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*_find_next_putative_peak_inplace)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_next_putative_peak_inplace *__pyx_optional_args);

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*_find_previous_putative_peak_inplace)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, double, int, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_16DeconvoluterBase__find_previous_putative_peak_inplace *__pyx_optional_args);

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

#line 25 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase;

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


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

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


#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase {

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase __pyx_base;

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*fit_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, double, int, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase_fit_theoretical_distribution *__pyx_optional_args);

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_fit_peaks_at_charges)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase *, PyObject *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_25AveragineDeconvoluterBase__fit_peaks_at_charges *__pyx_optional_args);

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

#line 57 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase;

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


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

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


#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase {

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase __pyx_base;

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*fit_theoretical_distribution)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, double, int, struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase_fit_theoretical_distribution *__pyx_optional_args);

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*_fit_peaks_at_charges)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase *, PyObject *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_17deconvoluter_base_30MultiAveragineDeconvoluterBase__fit_peaks_at_charges *__pyx_optional_args);

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

#line 69 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase;

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


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

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


#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator {

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *(*_create)(int, int);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *(*from_tuple)(PyObject *);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *(*from_quickcharge)(PyObject *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*sequence_from_quickcharge)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*make_sequence)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  void (*release_sequence)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  void (*set_bounds)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int, int);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*has_more)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  PyObject *(*reset)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  int (*get_next_value)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *, int __pyx_skip_dispatch);

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *);

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

#line 91 "ms_deisotope/_c/deconvoluter_base.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator *__pyx_vtabptr_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator;

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


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

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


#line 16 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord {

#line 16 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_create)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, double, int, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create *__pyx_optional_args);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_ne)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_lt)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 16 "ms_deisotope/_c/scoring.pxd"
  int (*_gt)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

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

#line 16 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;

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


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

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


#line 38 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase {

#line 38 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*best)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *, int __pyx_skip_dispatch);

#line 38 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_best_from_set)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *);

#line 38 "ms_deisotope/_c/scoring.pxd"
  int (*reject)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 38 "ms_deisotope/_c/scoring.pxd"
  int (*reject_score)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, double, int __pyx_skip_dispatch);

#line 38 "ms_deisotope/_c/scoring.pxd"
  int (*is_maximizing)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, int __pyx_skip_dispatch);

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

#line 38 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;

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


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

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


#line 50 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase {

#line 50 "ms_deisotope/_c/scoring.pxd"
  double (*_evaluate)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, PyObject *, PyObject *, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  int (*reject)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  int (*reject_score)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, double, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  int (*is_maximizing)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, int __pyx_skip_dispatch);

#line 50 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *(*_configure)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, int __pyx_skip_dispatch);

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

#line 50 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

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


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

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


#line 62 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter {

#line 62 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

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

#line 62 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

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


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

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


#line 66 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter {

#line 66 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

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

#line 66 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_GTestFitter;

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


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

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


#line 69 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter {

#line 69 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

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

#line 69 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

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


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

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


#line 72 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter {

#line 72 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 72 "ms_deisotope/_c/scoring.pxd"
  double (*score_peak)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak *__pyx_optional_args);

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

#line 72 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

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


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

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


#line 78 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter {

#line 78 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

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

#line 78 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

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


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

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


#line 84 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer {

#line 84 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

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

#line 84 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer;

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


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

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


#line 89 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection {

#line 89 "ms_deisotope/_c/scoring.pxd"
  double (*detect_interference)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference *__pyx_optional_args);

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

#line 89 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection;

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


/* "ms_deisotope/_c/scoring.pxd":95
 * 
 * 
 * cdef class DistinctPatternFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public InterferenceDetection interference_detector
 */

#line 95 "ms_deisotope/_c/scoring.pxd"


#line 95 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter {

#line 95 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 95 "ms_deisotope/_c/scoring.pxd"
};

#line 95 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 95 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":102
 *         public double domain_scale
 * 
 * cdef class ScaledPenalizedMSDeconvFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double scale_factor
 */

#line 102 "ms_deisotope/_c/scoring.pxd"


#line 102 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter {

#line 102 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 102 "ms_deisotope/_c/scoring.pxd"
  double (*_calculate_scale_factor)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 102 "ms_deisotope/_c/scoring.pxd"
  void (*scale_fitted_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 102 "ms_deisotope/_c/scoring.pxd"
  void (*scale_theoretical_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 102 "ms_deisotope/_c/scoring.pxd"
};

#line 102 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 102 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/scoring.pxd":112
 * 
 * 
 * cdef class DotProductFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     pass
 */

#line 112 "ms_deisotope/_c/scoring.pxd"


#line 112 "ms_deisotope/_c/scoring.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter {

#line 112 "ms_deisotope/_c/scoring.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 112 "ms_deisotope/_c/scoring.pxd"
};

#line 112 "ms_deisotope/_c/scoring.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 112 "ms_deisotope/_c/scoring.pxd"


/* "ms_deisotope/_c/peak_set.pxd":5
 * 
 * 
 * cdef class _Index:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public size_t neutral_mass
 */

#line 5 "ms_deisotope/_c/peak_set.pxd"


#line 5 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__Index {

#line 5 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set__Index *(*_create)(size_t, size_t);

#line 5 "ms_deisotope/_c/peak_set.pxd"
};

#line 5 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__Index *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set__Index;

#line 5 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":14
 * 
 * 
 * cdef class EnvelopePair:             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double mz
 */

#line 14 "ms_deisotope/_c/peak_set.pxd"


#line 14 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_EnvelopePair {

#line 14 "ms_deisotope/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *, int __pyx_skip_dispatch);

#line 14 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *(*_create)(double, double);

#line 14 "ms_deisotope/_c/peak_set.pxd"
};

#line 14 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_EnvelopePair *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_EnvelopePair;

#line 14 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":25
 * 
 * 
 * cdef class Envelope:             # <<<<<<<<<<<<<<
 *     cdef public tuple pairs
 * 
 */

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


#line 25 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_Envelope {

#line 25 "ms_deisotope/_c/peak_set.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_EnvelopePair *(*getitem)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, size_t);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *(*clone)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *, int __pyx_skip_dispatch);

#line 25 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *(*_create)(PyObject *);

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

#line 25 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_Envelope *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_Envelope;

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


/* "ms_deisotope/_c/peak_set.pxd":40
 * 
 * 
 * cdef class DeconvolutedPeak(PeakBase):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double neutral_mass
 */

#line 40 "ms_deisotope/_c/peak_set.pxd"


#line 40 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak {

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_base;

#line 40 "ms_deisotope/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *, int __pyx_skip_dispatch);

#line 40 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*_create_simple)(double, double, int, double, double, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_Envelope *);

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

#line 40 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak;

#line 40 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":66
 * 
 * 
 * cdef class IonMobilityDeconvolutedPeak(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public double drift_time
 */

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


#line 66 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak {

#line 66 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

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

#line 66 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak;

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


/* "ms_deisotope/_c/peak_set.pxd":71
 * 
 * 
 * cdef class DeconvolutedPeakSolution(DeconvolutedPeak):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public object solution
 */

#line 71 "ms_deisotope/_c/peak_set.pxd"


#line 71 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution {

#line 71 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_base;

#line 71 "ms_deisotope/_c/peak_set.pxd"
};

#line 71 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution;

#line 71 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":75
 *         public object solution
 * 
 * cdef class DeconvolutedPeakSet(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         public tuple peaks
 */

#line 75 "ms_deisotope/_c/peak_set.pxd"


#line 75 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet {

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*reindex)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *(*clone)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *(*copy)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*_has_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet__has_peak *__pyx_optional_args);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*has_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_has_peak *__pyx_optional_args);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_19DeconvolutedPeakSet_all_peaks_for *__pyx_optional_args);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*_get_nearest_peak)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, double, double *);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  size_t (*get_size)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak *(*getitem)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, size_t);

#line 75 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*getslice)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, size_t, size_t);

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

#line 75 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet;

#line 75 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":104
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#line 104 "ms_deisotope/_c/peak_set.pxd"


#line 104 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed {

#line 104 "ms_deisotope/_c/peak_set.pxd"
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#line 104 "ms_deisotope/_c/peak_set.pxd"
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#line 104 "ms_deisotope/_c/peak_set.pxd"
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#line 104 "ms_deisotope/_c/peak_set.pxd"
};

#line 104 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed;

#line 104 "ms_deisotope/_c/peak_set.pxd"


/* "ms_deisotope/_c/peak_set.pxd":161
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#line 161 "ms_deisotope/_c/peak_set.pxd"


#line 161 "ms_deisotope/_c/peak_set.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__CPeakSet {

#line 161 "ms_deisotope/_c/peak_set.pxd"
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#line 161 "ms_deisotope/_c/peak_set.pxd"
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#line 161 "ms_deisotope/_c/peak_set.pxd"
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#line 161 "ms_deisotope/_c/peak_set.pxd"
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#line 161 "ms_deisotope/_c/peak_set.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_12ms_deisotope_2_c_8peak_set__CPeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_8peak_set_9_CPeakSet_all_peaks_for *__pyx_optional_args);

#line 161 "ms_deisotope/_c/peak_set.pxd"
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#line 161 "ms_deisotope/_c/peak_set.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_8peak_set__CPeakSet *__pyx_vtabptr_12ms_deisotope_2_c_8peak_set__CPeakSet;

#line 161 "ms_deisotope/_c/peak_set.pxd"


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#line 337 "View.MemoryView"
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#line 337 "View.MemoryView"
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/* StrEquals.proto */
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
#else
#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
#endif

/* 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 PY_MAJOR_VERSION < 3
    #define __Pyx_PyObject_FormatSimple(s, f) (\
        likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\
        likely(PyString_CheckExact(s)) ? PyUnicode_FromEncodedObject(s, NULL, "strict") :\
        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)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
               __Pyx_GetItemInt_Generic(o, to_py_func(i))))
#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
    (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
    (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck);

/* 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

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

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

/* 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_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_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
  #define __Pyx_init_assertions_enabled()  (0)
  #define __pyx_assertions_enabled()  (1)
#elif 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);
#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple);
#endif

/* ssize_strlen.proto */
static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s);

/* 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)
#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (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)

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);
        PyList_SET_ITEM(list, len, x);
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

/* 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);

/* SetItemInt.proto */
#define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__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 CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

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

/* 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 */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);

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

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

/* BufferGetAndValidate.proto */
#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\
    ((obj == Py_None || obj == NULL) ?\
    (__Pyx_ZeroBuffer(buf), 0) :\
    __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack))
static int  __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static void __Pyx_ZeroBuffer(Py_buffer* buf);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 };
static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 };

#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
/* ListAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

/* BufferFallbackError.proto */
static void __Pyx_RaiseBufferFallbackError(void);

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

/* DictGetItem.proto */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
#define __Pyx_PyObject_Dict_GetItem(obj, name)\
    (likely(PyDict_CheckExact(obj)) ?\
     __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
#else
#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
#endif

/* PyDictContains.proto */
static CYTHON_INLINE int __Pyx_PyDict_ContainsTF(PyObject* item, PyObject* dict, int eq) {
    int result = PyDict_Contains(dict, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* IterFinish.proto */
static CYTHON_INLINE int __Pyx_IterFinish(void);

/* 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);

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

/* UnpackTupleError.proto */
static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index);

/* UnpackTuple2.proto */
#define __Pyx_unpack_tuple2(tuple, value1, value2, is_tuple, has_known_size, decref_tuple)\
    (likely(is_tuple || PyTuple_Check(tuple)) ?\
        (likely(has_known_size || PyTuple_GET_SIZE(tuple) == 2) ?\
            __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple) :\
            (__Pyx_UnpackTupleError(tuple, 2), -1)) :\
        __Pyx_unpack_tuple2_generic(tuple, value1, value2, has_known_size, decref_tuple))
static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
    PyObject* tuple, PyObject** value1, PyObject** value2, int decref_tuple);
static int __Pyx_unpack_tuple2_generic(
    PyObject* tuple, PyObject** value1, PyObject** value2, int has_known_size, int decref_tuple);

/* dict_iter.proto */
static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_is_dict);
static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos,
                                              PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict);

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

/* py_dict_values.proto */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d);

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

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

/* UnicodeAsUCS4.proto */
static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject*);

/* object_ord.proto */
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyObject_Ord(c)\
    (likely(PyUnicode_Check(c)) ? (long)__Pyx_PyUnicode_AsPy_UCS4(c) : __Pyx__PyObject_Ord(c))
#else
#define __Pyx_PyObject_Ord(c) __Pyx__PyObject_Ord(c)
#endif
static long __Pyx__PyObject_Ord(PyObject* c);

/* memoryview_get_from_buffer.proto */
#if !CYTHON_COMPILING_IN_LIMITED_API || CYTHON_LIMITED_API >= 0x030b0000
#define __Pyx_PyMemoryView_Get_itemsize(o) PyMemoryView_GET_BUFFER(o)->itemsize
#else
 // can't get format like this unfortunately. It's unicode via getattr
static Py_ssize_t __Pyx_PyMemoryView_Get_itemsize(PyObject *obj);
#endif

/* memoryview_get_from_buffer.proto */
#if !CYTHON_COMPILING_IN_LIMITED_API || CYTHON_LIMITED_API >= 0x030b0000
#define __Pyx_PyMemoryView_Get_ndim(o) PyMemoryView_GET_BUFFER(o)->ndim
#else
 // can't get format like this unfortunately. It's unicode via getattr
static int __Pyx_PyMemoryView_Get_ndim(PyObject *obj);
#endif

/* PyObject_GenericGetAttrNoDict.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
#endif

/* PyObject_GenericGetAttr.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
#endif

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

/* FixUpExtensionType.proto */
#if CYTHON_USE_TYPE_SPECS
static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);
#endif

/* 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 */
#if !CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_MergeVtables(PyTypeObject *type);
#endif

/* SetupReduce.proto */
#if !CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_setup_reduce(PyObject* type_obj);
#endif

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto_3_0_2
#define __PYX_HAVE_RT_ImportType_proto_3_0_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_0_2(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_3_0_2(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_3_0_2 {
   __Pyx_ImportType_CheckSize_Error_3_0_2 = 0,
   __Pyx_ImportType_CheckSize_Warn_3_0_2 = 1,
   __Pyx_ImportType_CheckSize_Ignore_3_0_2 = 2
};
static PyTypeObject *__Pyx_ImportType_3_0_2(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_2 check_size);
#endif

/* FetchSharedCythonModule.proto */
static PyObject *__Pyx_FetchSharedCythonABIModule(void);

/* FetchCommonType.proto */
#if !CYTHON_USE_TYPE_SPECS
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);
#else
static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases);
#endif

/* PyMethodNew.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
    PyObject *typesModule=NULL, *methodType=NULL, *result=NULL;
    CYTHON_UNUSED_VAR(typ);
    if (!self)
        return __Pyx_NewRef(func);
    typesModule = PyImport_ImportModule("types");
    if (!typesModule) return NULL;
    methodType = PyObject_GetAttrString(typesModule, "MethodType");
    Py_DECREF(typesModule);
    if (!methodType) return NULL;
    result = PyObject_CallFunctionObjArgs(methodType, func, self, NULL);
    Py_DECREF(methodType);
    return result;
}
#elif PY_MAJOR_VERSION >= 3
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);
}
#else
    #define __Pyx_PyMethod_New PyMethod_New
#endif

/* PyVectorcallFastCallDict.proto */
#if CYTHON_METH_FASTCALL
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
    __pyx_vectorcallfunc func_vectorcall;
#endif
#if PY_VERSION_HEX < 0x030500A0 || 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
    void *defaults;
    int defaults_pyobjects;
    size_t defaults_size;  // used by FusedFunction for copying defaults
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
    PyObject *func_is_coroutine;
} __pyx_CyFunctionObject;
#define __Pyx_CyFunction_Check(obj)  __Pyx_TypeCheck(obj, __pyx_CyFunctionType)
#define __Pyx_IsCyOrPyCFunction(obj)  __Pyx_TypeCheck2(obj, __pyx_CyFunctionType, &PyCFunction_Type)
#define __Pyx_CyFunction_CheckExact(obj)  __Pyx_IS_TYPE(obj, __pyx_CyFunctionType)
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 void *__Pyx_CyFunction_InitDefaults(PyObject *m,
                                                         size_t size,
                                                         int pyobjects);
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
#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);

/* FusedFunction.proto */
typedef struct {
    __pyx_CyFunctionObject func;
    PyObject *__signatures__;
    PyObject *self;
} __pyx_FusedFunctionObject;
static PyObject *__pyx_FusedFunction_New(PyMethodDef *ml, int flags,
                                         PyObject *qualname, PyObject *closure,
                                         PyObject *module, PyObject *globals,
                                         PyObject *code);
static int __pyx_FusedFunction_clear(__pyx_FusedFunctionObject *self);
static int __pyx_FusedFunction_init(PyObject *module);
#define __Pyx_FusedFunction_USED

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

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

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

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


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

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

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

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

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

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

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

/* MemviewDtypeToObject.proto */
static CYTHON_INLINE PyObject *__pyx_memview_get_float(const char *itemp);
static CYTHON_INLINE int __pyx_memview_set_float(const char *itemp, PyObject *obj);

/* MemviewDtypeToObject.proto */
static CYTHON_INLINE PyObject *__pyx_memview_get_double(const char *itemp);
static CYTHON_INLINE int __pyx_memview_set_double(const char *itemp, PyObject *obj);

/* 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

/* 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 */
#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 size_t __Pyx_PyInt_As_size_t(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

/* BytesContains.proto */
static CYTHON_INLINE int __Pyx_BytesContains(PyObject* bytes, char character);

/* ImportNumPyArray.proto */
static PyObject *__pyx_numpy_ndarray = NULL;
static PyObject* __Pyx_ImportNumPyArrayTypeIfAvailable(void);

/* CIntFromPy.proto */
static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

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

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

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

/* FormatTypeName.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
typedef PyObject *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%U"
static __Pyx_TypeName __Pyx_PyType_GetName(PyTypeObject* tp);
#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj)
#else
typedef const char *__Pyx_TypeName;
#define __Pyx_FMT_TYPENAME "%.200s"
#define __Pyx_PyType_GetName(tp) ((tp)->tp_name)
#define __Pyx_DECREF_TypeName(obj)
#endif

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

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

/* VoidPtrImport.proto */
static int __Pyx_ImportVoidPtr_3_0_2(PyObject *module, const char *name, void **p, const char *sig);

/* FunctionImport.proto */
static int __Pyx_ImportFunction_3_0_2(PyObject *module, const char *funcname, void (**f)(void), const char *sig);

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

/* #### Code section: module_declarations ### */
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 PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE double __pyx_f_7cpython_7complex_7complex_4real_real(PyComplexObject *__pyx_v_self); /* proto*/
static CYTHON_INLINE double __pyx_f_7cpython_7complex_7complex_4imag_imag(PyComplexObject *__pyx_v_self); /* proto*/

/* 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.version" */

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

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

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

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

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

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

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

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

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

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

/* Module declarations from "__builtin__" */

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

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

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

/* Module declarations from "__builtin__" */

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

/* Module declarations from "cpython" */

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

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

/* Module declarations from "numpy" */

/* Module declarations from "numpy" */
static CYTHON_INLINE int __pyx_f_5numpy_import_array(void); /*proto*/

/* Module declarations from "ms_peak_picker._c.peak_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 "ms_peak_picker._c.peak_index" */

/* 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_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)
static double (*__pyx_f_12ms_deisotope_2_c_9averagine_neutral_mass)(double, int, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_neutral_mass *__pyx_optional_args); /*proto*/

/* Module declarations from "ms_deisotope._c.deconvoluter_base" */

/* Module declarations from "ms_deisotope._c.scoring" */
static double *__pyx_vp_12ms_deisotope_2_c_7scoring_INFINITY = 0;
#define __pyx_v_12ms_deisotope_2_c_7scoring_INFINITY (*__pyx_vp_12ms_deisotope_2_c_7scoring_INFINITY)

/* Module declarations from "ms_deisotope._c.peak_set" */
static size_t *__pyx_vp_12ms_deisotope_2_c_8peak_set_INTERVAL_INDEX_SIZE = 0;
#define __pyx_v_12ms_deisotope_2_c_8peak_set_INTERVAL_INDEX_SIZE (*__pyx_vp_12ms_deisotope_2_c_8peak_set_INTERVAL_INDEX_SIZE)

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

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

/* Module declarations from "ms_deisotope._c.utils" */
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 PyObject *__pyx_f_12ms_deisotope_2_c_5utils_intensity_getter(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_5utils_mz_getter(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_5utils_mass_getter(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_12ms_deisotope_2_c_5utils_decode_envelopes(PyArrayObject *, int __pyx_skip_dispatch); /*proto*/
static struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *__pyx_f_12ms_deisotope_2_c_5utils_deserialize_deconvoluted_peak_set(PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_5utils_deserialize_deconvoluted_peak_set *__pyx_optional_args); /*proto*/
static struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *__pyx_f_12ms_deisotope_2_c_5utils_build_deconvoluted_peak_set_from_arrays(PyArrayObject *, PyArrayObject *, PyArrayObject *, int __pyx_skip_dispatch); /*proto*/
static PyArrayObject *__pyx_f_12ms_deisotope_2_c_5utils_envelopes_to_array(PyObject *, int __pyx_skip_dispatch); /*proto*/
static struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *__pyx_f_12ms_deisotope_2_c_5utils_deserialize_peak_set(PyObject *, int __pyx_skip_dispatch); /*proto*/
static double __pyx_fuse_0__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_tic(PyObject *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch); /*proto*/
static double __pyx_fuse_1__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_tic(PyObject *, struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, int __pyx_skip_dispatch); /*proto*/
static double __pyx_fuse_2__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_tic(PyObject *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch); /*proto*/
static double __pyx_fuse_3__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_tic(PyObject *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *, int __pyx_skip_dispatch); /*proto*/
static double __pyx_fuse_4__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_tic(PyObject *, PyObject *, int __pyx_skip_dispatch); /*proto*/
static struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_fuse_0__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_bp(PyObject *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch); /*proto*/
static struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_fuse_1__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_bp(PyObject *, struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, int __pyx_skip_dispatch); /*proto*/
static struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_fuse_2__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_bp(PyObject *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *, int __pyx_skip_dispatch); /*proto*/
static struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_fuse_3__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_bp(PyObject *, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *, int __pyx_skip_dispatch); /*proto*/
static struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_fuse_4__pyx_f_12ms_deisotope_2_c_5utils__peak_sequence_bp(PyObject *, PyObject *, int __pyx_skip_dispatch); /*proto*/
static double __pyx_fuse_0__pyx_f_12ms_deisotope_2_c_5utils_correlation(__Pyx_memviewslice, __Pyx_memviewslice, int __pyx_skip_dispatch); /*proto*/
static double __pyx_fuse_1__pyx_f_12ms_deisotope_2_c_5utils_correlation(__Pyx_memviewslice, __Pyx_memviewslice, int __pyx_skip_dispatch); /*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 *, char *); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static int assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, PyObject *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, PyObject *); /*proto*/
static int __pyx_memoryview_err_no_memory(void); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/
/* #### Code section: typeinfo ### */
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t = { "float64_t", NULL, sizeof(__pyx_t_5numpy_float64_t), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int8_t = { "int8_t", NULL, sizeof(__pyx_t_5numpy_int8_t), { 0 }, 0, __PYX_IS_UNSIGNED(__pyx_t_5numpy_int8_t) ? 'U' : 'I', __PYX_IS_UNSIGNED(__pyx_t_5numpy_int8_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_long = { "long", NULL, sizeof(long), { 0 }, 0, __PYX_IS_UNSIGNED(long) ? 'U' : 'I', __PYX_IS_UNSIGNED(long), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_float = { "float", NULL, sizeof(float), { 0 }, 0, 'R', 0, 0 };
/* #### Code section: before_global_var ### */
#define __Pyx_MODULE_NAME "ms_deisotope._c.utils"
extern int __pyx_module_is_main_ms_deisotope___c__utils;
int __pyx_module_is_main_ms_deisotope___c__utils = 0;

/* Implementation of "ms_deisotope._c.utils" */
/* #### Code section: global_var ### */
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin___import__;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_AssertionError;
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_O[] = "O";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_s[] = "s";
static const char __pyx_k_x[] = "x";
static const char __pyx_k_y[] = "y";
static const char __pyx_k__2[] = ".";
static const char __pyx_k__3[] = "*";
static const char __pyx_k__6[] = "'";
static const char __pyx_k__7[] = ")";
static const char __pyx_k_gc[] = "gc";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_np[] = "np";
static const char __pyx_k__11[] = "";
static const char __pyx_k__12[] = "()";
static const char __pyx_k__13[] = "|";
static const char __pyx_k__59[] = "?";
static const char __pyx_k_abc[] = "abc";
static const char __pyx_k_and[] = " and ";
static const char __pyx_k_got[] = " (got ";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_sys[] = "sys";
static const char __pyx_k_args[] = "args";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_copy[] = "copy";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_int8[] = "int8";
static const char __pyx_k_kind[] = "kind";
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_pack[] = "pack";
static const char __pyx_k_peak[] = "peak";
static const char __pyx_k_self[] = "self";
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";
static const char __pyx_k_array[] = "array";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_count[] = "count";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_float[] = "float";
static const char __pyx_k_index[] = "index";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_peaks[] = "peaks";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_split[] = "split";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_strip[] = "strip";
static const char __pyx_k_zeros[] = "zeros";
static const char __pyx_k_astype[] = "astype";
static const char __pyx_k_double[] = "double";
static const char __pyx_k_enable[] = "enable";
static const char __pyx_k_encode[] = "encode";
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_name_2[] = "__name__";
static const char __pyx_k_object[] = "object";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_struct[] = "struct";
static const char __pyx_k_unpack[] = "unpack";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_values[] = "values";
static const char __pyx_k_PeakSet[] = "PeakSet";
static const char __pyx_k_disable[] = "disable";
static const char __pyx_k_float32[] = "float32";
static const char __pyx_k_float64[] = "float64";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_Sequence[] = "Sequence";
static const char __pyx_k_defaults[] = "defaults";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_itemsize[] = "itemsize";
static const char __pyx_k_mz_array[] = "mz_array";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_register[] = "register";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_PeakIndex[] = "PeakIndex";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_isenabled[] = "isenabled";
static const char __pyx_k_m_z_array[] = "m/z array";
static const char __pyx_k_mz_getter[] = "mz_getter";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_scan_dict[] = "scan_dict";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_signatures[] = "signatures";
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_collections[] = "collections";
static const char __pyx_k_correlation[] = "correlation";
static const char __pyx_k_mass_getter[] = "mass_getter";
static const char __pyx_k_charge_array[] = "charge array";
static const char __pyx_k_initializing[] = "_initializing";
static const char __pyx_k_is_coroutine[] = "_is_coroutine";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_stringsource[] = "<stringsource>";
static const char __pyx_k_version_info[] = "version_info";
static const char __pyx_k_class_getitem[] = "__class_getitem__";
static const char __pyx_k_envelope_list[] = "envelope_list";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_AssertionError[] = "AssertionError";
static const char __pyx_k_charge_array_2[] = "charge_array";
static const char __pyx_k_fused_sigindex[] = "_fused_sigindex";
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_intensity_array[] = "intensity array";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_decode_envelopes[] = "decode_envelopes";
static const char __pyx_k_intensity_getter[] = "intensity_getter";
static const char __pyx_k_peak_sequence_bp[] = "_peak_sequence_bp";
static const char __pyx_k_include_envelopes[] = "include_envelopes";
static const char __pyx_k_intensity_array_2[] = "intensity_array";
static const char __pyx_k_peak_sequence_tic[] = "_peak_sequence_tic";
static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum";
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_envelopes_to_array[] = "envelopes_to_array";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_DeconvolutedPeakSet[] = "DeconvolutedPeakSet";
static const char __pyx_k_deserialize_peak_set[] = "deserialize_peak_set";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_Invalid_shape_in_axis[] = "Invalid shape in axis ";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_ms_deisotope__c_utils[] = "ms_deisotope._c.utils";
static const char __pyx_k_pyx_fuse_0correlation[] = "__pyx_fuse_0correlation";
static const char __pyx_k_pyx_fuse_1correlation[] = "__pyx_fuse_1correlation";
static const char __pyx_k_Cannot_index_with_type[] = "Cannot index with type '";
static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static const char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static const char __pyx_k_isotopic_envelopes_array[] = "isotopic envelopes array";
static const char __pyx_k_ms_deisotope__c_peak_set[] = "ms_deisotope._c.peak_set";
static const char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct";
static const char __pyx_k_deconvolution_score_array[] = "deconvolution score array";
static const char __pyx_k_DeconvolutedPeakSetIndexed[] = "DeconvolutedPeakSetIndexed";
static const char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)";
static const char __pyx_k_ms_peak_picker__c_peak_set[] = "ms_peak_picker._c.peak_set";
static const char __pyx_k_No_matching_signature_found[] = "No matching signature found";
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_pyx_fuse_0_peak_sequence_bp[] = "__pyx_fuse_0_peak_sequence_bp";
static const char __pyx_k_pyx_fuse_1_peak_sequence_bp[] = "__pyx_fuse_1_peak_sequence_bp";
static const char __pyx_k_pyx_fuse_2_peak_sequence_bp[] = "__pyx_fuse_2_peak_sequence_bp";
static const char __pyx_k_pyx_fuse_3_peak_sequence_bp[] = "__pyx_fuse_3_peak_sequence_bp";
static const char __pyx_k_pyx_fuse_4_peak_sequence_bp[] = "__pyx_fuse_4_peak_sequence_bp";
static const char __pyx_k_ms_peak_picker__c_peak_index[] = "ms_peak_picker._c.peak_index";
static const char __pyx_k_pyx_fuse_0_peak_sequence_tic[] = "__pyx_fuse_0_peak_sequence_tic";
static const char __pyx_k_pyx_fuse_1_peak_sequence_tic[] = "__pyx_fuse_1_peak_sequence_tic";
static const char __pyx_k_pyx_fuse_2_peak_sequence_tic[] = "__pyx_fuse_2_peak_sequence_tic";
static const char __pyx_k_pyx_fuse_3_peak_sequence_tic[] = "__pyx_fuse_3_peak_sequence_tic";
static const char __pyx_k_pyx_fuse_4_peak_sequence_tic[] = "__pyx_fuse_4_peak_sequence_tic";
static const char __pyx_k_src_ms_deisotope__c_utils_pyx[] = "src/ms_deisotope/_c/utils.pyx";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
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_interpret_r_as_a_PeakBase[] = "Cannot interpret %r as a PeakBase object";
static const char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Expected_at_least_d_argument_s_g[] = "Expected at least %d argument%s, got %d";
static const char __pyx_k_Function_call_with_ambiguous_arg[] = "Function call with ambiguous argument types";
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_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got ";
static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis ";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static const char __pyx_k_build_deconvoluted_peak_set_from[] = "build_deconvoluted_peak_set_from_arrays";
static const char __pyx_k_deserialize_deconvoluted_peak_se[] = "deserialize_deconvoluted_peak_set";
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_umath_failed_to_impor[] = "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 PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_intensity_getter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_peak); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_2mz_getter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_peak); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_4mass_getter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_peak); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_6decode_envelopes(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_array); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_8envelopes_to_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_envelope_list); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_10deserialize_deconvoluted_peak_set(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_scan_dict, int __pyx_v_include_envelopes); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_12deserialize_peak_set(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_scan_dict); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_14build_deconvoluted_peak_set_from_arrays(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mz_array, PyArrayObject *__pyx_v_intensity_array, PyArrayObject *__pyx_v_charge_array); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_16_peak_sequence_tic(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, PyObject *__pyx_v__fused_sigindex); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_22__pyx_fuse_0_peak_sequence_tic(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_24__pyx_fuse_1_peak_sequence_tic(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_26__pyx_fuse_2_peak_sequence_tic(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_28__pyx_fuse_3_peak_sequence_tic(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_30__pyx_fuse_4_peak_sequence_tic(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_18_peak_sequence_bp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, PyObject *__pyx_v__fused_sigindex); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_34__pyx_fuse_0_peak_sequence_bp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_36__pyx_fuse_1_peak_sequence_bp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_38__pyx_fuse_2_peak_sequence_bp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_40__pyx_fuse_3_peak_sequence_bp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_42__pyx_fuse_4_peak_sequence_bp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_20correlation(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults, PyObject *__pyx_v__fused_sigindex); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_46__pyx_fuse_0correlation(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_x, __Pyx_memviewslice __pyx_v_y); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_5utils_48__pyx_fuse_1correlation(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_x, __Pyx_memviewslice __pyx_v_y); /* proto */
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_values = {0, 0, 0, 0, 0};
/* #### Code section: late_includes ### */
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  PyTypeObject *__pyx_ptype_7cpython_4type_type;
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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  #if CYTHON_USE_MODULE_STATE
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}
#endif
/* #### Code section: module_state_traverse ### */
#if CYTHON_USE_MODULE_STATE
static int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) {
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  Py_VISIT(traverse_module_state->__pyx_CyFunctionType);
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  Py_VISIT(traverse_module_state->__pyx_FusedFunctionType);
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  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_flatiter);
  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_broadcast);
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  Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_ufunc);
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  Py_VISIT(traverse_module_state->__pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed);
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}
#endif
/* #### Code section: module_state_defines ### */
#define __pyx_d __pyx_mstate_global->__pyx_d
#define __pyx_b __pyx_mstate_global->__pyx_b
#define __pyx_cython_runtime __pyx_mstate_global->__pyx_cython_runtime
#define __pyx_empty_tuple __pyx_mstate_global->__pyx_empty_tuple
#define __pyx_empty_bytes __pyx_mstate_global->__pyx_empty_bytes
#define __pyx_empty_unicode __pyx_mstate_global->__pyx_empty_unicode
#ifdef __Pyx_CyFunction_USED
#define __pyx_CyFunctionType __pyx_mstate_global->__pyx_CyFunctionType
#endif
#ifdef __Pyx_FusedFunction_USED
#define __pyx_FusedFunctionType __pyx_mstate_global->__pyx_FusedFunctionType
#endif
#ifdef __Pyx_Generator_USED
#define __pyx_GeneratorType __pyx_mstate_global->__pyx_GeneratorType
#endif
#ifdef __Pyx_IterableCoroutine_USED
#define __pyx_IterableCoroutineType __pyx_mstate_global->__pyx_IterableCoroutineType
#endif
#ifdef __Pyx_Coroutine_USED
#define __pyx_CoroutineAwaitType __pyx_mstate_global->__pyx_CoroutineAwaitType
#endif
#ifdef __Pyx_Coroutine_USED
#define __pyx_CoroutineType __pyx_mstate_global->__pyx_CoroutineType
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_7cpython_4type_type __pyx_mstate_global->__pyx_ptype_7cpython_4type_type
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_7cpython_4bool_bool __pyx_mstate_global->__pyx_ptype_7cpython_4bool_bool
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_7cpython_7complex_complex __pyx_mstate_global->__pyx_ptype_7cpython_7complex_complex
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_5numpy_dtype __pyx_mstate_global->__pyx_ptype_5numpy_dtype
#define __pyx_ptype_5numpy_flatiter __pyx_mstate_global->__pyx_ptype_5numpy_flatiter
#define __pyx_ptype_5numpy_broadcast __pyx_mstate_global->__pyx_ptype_5numpy_broadcast
#define __pyx_ptype_5numpy_ndarray __pyx_mstate_global->__pyx_ptype_5numpy_ndarray
#define __pyx_ptype_5numpy_ufunc __pyx_mstate_global->__pyx_ptype_5numpy_ufunc
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_mstate_global->__pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakBase
#define __pyx_ptype_14ms_peak_picker_2_c_8peak_set_FittedPeak __pyx_mstate_global->__pyx_ptype_14ms_peak_picker_2_c_8peak_set_FittedPeak
#define __pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakSet __pyx_mstate_global->__pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakSet
#define __pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed __pyx_mstate_global->__pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_14ms_peak_picker_2_c_10peak_index_PeakIndex __pyx_mstate_global->__pyx_ptype_14ms_peak_picker_2_c_10peak_index_PeakIndex
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_7brainpy_2_c_11composition_PyComposition __pyx_mstate_global->__pyx_ptype_7brainpy_2_c_11composition_PyComposition
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak __pyx_mstate_global->__pyx_ptype_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_12ms_deisotope_2_c_9averagine_Averagine __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_9averagine_Averagine
#define __pyx_ptype_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern
#define __pyx_ptype_12ms_deisotope_2_c_9averagine_AveragineCache __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_9averagine_AveragineCache
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase
#define __pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase
#define __pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase
#define __pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitRecord __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitRecord
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_FitSelectorBase
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_LeastSquaresFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_LeastSquaresFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_GTestFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_GTestFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_ScaledGTestFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_ScaledGTestFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_MSDeconVFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_MSDeconVFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_FunctionScorer __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_FunctionScorer
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_InterferenceDetection __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_InterferenceDetection
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_DistinctPatternFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_DistinctPatternFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_DotProductFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_DotProductFitter
#if CYTHON_USE_MODULE_STATE
#endif
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set__Index __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set__Index
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set_EnvelopePair __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set_EnvelopePair
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set_Envelope __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set_Envelope
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeak
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set_IonMobilityDeconvolutedPeak
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSolution
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSet
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set_DeconvolutedPeakSetIndexed
#define __pyx_ptype_12ms_deisotope_2_c_8peak_set__CPeakSet __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_8peak_set__CPeakSet
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#define __pyx_type___pyx_array __pyx_mstate_global->__pyx_type___pyx_array
#define __pyx_type___pyx_MemviewEnum __pyx_mstate_global->__pyx_type___pyx_MemviewEnum
#define __pyx_type___pyx_memoryview __pyx_mstate_global->__pyx_type___pyx_memoryview
#define __pyx_type___pyx_memoryviewslice __pyx_mstate_global->__pyx_type___pyx_memoryviewslice
#endif
#define __pyx_array_type __pyx_mstate_global->__pyx_array_type
#define __pyx_MemviewEnum_type __pyx_mstate_global->__pyx_MemviewEnum_type
#define __pyx_memoryview_type __pyx_mstate_global->__pyx_memoryview_type
#define __pyx_memoryviewslice_type __pyx_mstate_global->__pyx_memoryviewslice_type
#define __pyx_kp_u_ __pyx_mstate_global->__pyx_kp_u_
#define __pyx_n_s_ASCII __pyx_mstate_global->__pyx_n_s_ASCII
#define __pyx_kp_s_All_dimensions_preceding_dimensi __pyx_mstate_global->__pyx_kp_s_All_dimensions_preceding_dimensi
#define __pyx_n_s_AssertionError __pyx_mstate_global->__pyx_n_s_AssertionError
#define __pyx_kp_s_Buffer_view_does_not_expose_stri __pyx_mstate_global->__pyx_kp_s_Buffer_view_does_not_expose_stri
#define __pyx_kp_s_Can_only_create_a_buffer_that_is __pyx_mstate_global->__pyx_kp_s_Can_only_create_a_buffer_that_is
#define __pyx_kp_s_Cannot_assign_to_read_only_memor __pyx_mstate_global->__pyx_kp_s_Cannot_assign_to_read_only_memor
#define __pyx_kp_s_Cannot_create_writable_memory_vi __pyx_mstate_global->__pyx_kp_s_Cannot_create_writable_memory_vi
#define __pyx_kp_u_Cannot_index_with_type __pyx_mstate_global->__pyx_kp_u_Cannot_index_with_type
#define __pyx_kp_s_Cannot_interpret_r_as_a_PeakBase __pyx_mstate_global->__pyx_kp_s_Cannot_interpret_r_as_a_PeakBase
#define __pyx_kp_s_Cannot_transpose_memoryview_with __pyx_mstate_global->__pyx_kp_s_Cannot_transpose_memoryview_with
#define __pyx_n_s_DeconvolutedPeakSet __pyx_mstate_global->__pyx_n_s_DeconvolutedPeakSet
#define __pyx_n_s_DeconvolutedPeakSetIndexed __pyx_mstate_global->__pyx_n_s_DeconvolutedPeakSetIndexed
#define __pyx_kp_s_Dimension_d_is_not_direct __pyx_mstate_global->__pyx_kp_s_Dimension_d_is_not_direct
#define __pyx_n_s_Ellipsis __pyx_mstate_global->__pyx_n_s_Ellipsis
#define __pyx_kp_s_Empty_shape_tuple_for_cython_arr __pyx_mstate_global->__pyx_kp_s_Empty_shape_tuple_for_cython_arr
#define __pyx_kp_s_Expected_at_least_d_argument_s_g __pyx_mstate_global->__pyx_kp_s_Expected_at_least_d_argument_s_g
#define __pyx_kp_s_Function_call_with_ambiguous_arg __pyx_mstate_global->__pyx_kp_s_Function_call_with_ambiguous_arg
#define __pyx_n_s_ImportError __pyx_mstate_global->__pyx_n_s_ImportError
#define __pyx_kp_s_Incompatible_checksums_0x_x_vs_0 __pyx_mstate_global->__pyx_kp_s_Incompatible_checksums_0x_x_vs_0
#define __pyx_n_s_IndexError __pyx_mstate_global->__pyx_n_s_IndexError
#define __pyx_kp_s_Index_out_of_bounds_axis_d __pyx_mstate_global->__pyx_kp_s_Index_out_of_bounds_axis_d
#define __pyx_kp_s_Indirect_dimensions_not_supporte __pyx_mstate_global->__pyx_kp_s_Indirect_dimensions_not_supporte
#define __pyx_kp_u_Invalid_mode_expected_c_or_fortr __pyx_mstate_global->__pyx_kp_u_Invalid_mode_expected_c_or_fortr
#define __pyx_kp_u_Invalid_shape_in_axis __pyx_mstate_global->__pyx_kp_u_Invalid_shape_in_axis
#define __pyx_n_s_MemoryError __pyx_mstate_global->__pyx_n_s_MemoryError
#define __pyx_kp_s_MemoryView_of_r_at_0x_x __pyx_mstate_global->__pyx_kp_s_MemoryView_of_r_at_0x_x
#define __pyx_kp_s_MemoryView_of_r_object __pyx_mstate_global->__pyx_kp_s_MemoryView_of_r_object
#define __pyx_kp_s_No_matching_signature_found __pyx_mstate_global->__pyx_kp_s_No_matching_signature_found
#define __pyx_n_b_O __pyx_mstate_global->__pyx_n_b_O
#define __pyx_kp_u_Out_of_bounds_on_buffer_access_a __pyx_mstate_global->__pyx_kp_u_Out_of_bounds_on_buffer_access_a
#define __pyx_n_s_PeakIndex __pyx_mstate_global->__pyx_n_s_PeakIndex
#define __pyx_n_s_PeakSet __pyx_mstate_global->__pyx_n_s_PeakSet
#define __pyx_n_s_PickleError __pyx_mstate_global->__pyx_n_s_PickleError
#define __pyx_n_s_Sequence __pyx_mstate_global->__pyx_n_s_Sequence
#define __pyx_kp_s_Step_may_not_be_zero_axis_d __pyx_mstate_global->__pyx_kp_s_Step_may_not_be_zero_axis_d
#define __pyx_n_s_TypeError __pyx_mstate_global->__pyx_n_s_TypeError
#define __pyx_kp_s_Unable_to_convert_item_to_object __pyx_mstate_global->__pyx_kp_s_Unable_to_convert_item_to_object
#define __pyx_n_s_ValueError __pyx_mstate_global->__pyx_n_s_ValueError
#define __pyx_n_s_View_MemoryView __pyx_mstate_global->__pyx_n_s_View_MemoryView
#define __pyx_kp_s__11 __pyx_mstate_global->__pyx_kp_s__11
#define __pyx_kp_s__12 __pyx_mstate_global->__pyx_kp_s__12
#define __pyx_kp_s__13 __pyx_mstate_global->__pyx_kp_s__13
#define __pyx_kp_u__13 __pyx_mstate_global->__pyx_kp_u__13
#define __pyx_kp_u__2 __pyx_mstate_global->__pyx_kp_u__2
#define __pyx_n_s__3 __pyx_mstate_global->__pyx_n_s__3
#define __pyx_n_s__59 __pyx_mstate_global->__pyx_n_s__59
#define __pyx_kp_u__6 __pyx_mstate_global->__pyx_kp_u__6
#define __pyx_kp_u__7 __pyx_mstate_global->__pyx_kp_u__7
#define __pyx_n_s_abc __pyx_mstate_global->__pyx_n_s_abc
#define __pyx_n_s_allocate_buffer __pyx_mstate_global->__pyx_n_s_allocate_buffer
#define __pyx_kp_u_and __pyx_mstate_global->__pyx_kp_u_and
#define __pyx_n_s_args __pyx_mstate_global->__pyx_n_s_args
#define __pyx_n_s_array __pyx_mstate_global->__pyx_n_s_array
#define __pyx_n_s_astype __pyx_mstate_global->__pyx_n_s_astype
#define __pyx_n_s_asyncio_coroutines __pyx_mstate_global->__pyx_n_s_asyncio_coroutines
#define __pyx_n_s_base __pyx_mstate_global->__pyx_n_s_base
#define __pyx_n_s_build_deconvoluted_peak_set_from __pyx_mstate_global->__pyx_n_s_build_deconvoluted_peak_set_from
#define __pyx_n_s_c __pyx_mstate_global->__pyx_n_s_c
#define __pyx_n_u_c __pyx_mstate_global->__pyx_n_u_c
#define __pyx_kp_s_charge_array __pyx_mstate_global->__pyx_kp_s_charge_array
#define __pyx_n_s_charge_array_2 __pyx_mstate_global->__pyx_n_s_charge_array_2
#define __pyx_n_s_class __pyx_mstate_global->__pyx_n_s_class
#define __pyx_n_s_class_getitem __pyx_mstate_global->__pyx_n_s_class_getitem
#define __pyx_n_s_cline_in_traceback __pyx_mstate_global->__pyx_n_s_cline_in_traceback
#define __pyx_n_s_collections __pyx_mstate_global->__pyx_n_s_collections
#define __pyx_kp_s_collections_abc __pyx_mstate_global->__pyx_kp_s_collections_abc
#define __pyx_kp_s_contiguous_and_direct __pyx_mstate_global->__pyx_kp_s_contiguous_and_direct
#define __pyx_kp_s_contiguous_and_indirect __pyx_mstate_global->__pyx_kp_s_contiguous_and_indirect
#define __pyx_n_s_copy __pyx_mstate_global->__pyx_n_s_copy
#define __pyx_n_s_correlation __pyx_mstate_global->__pyx_n_s_correlation
#define __pyx_n_s_count __pyx_mstate_global->__pyx_n_s_count
#define __pyx_n_s_decode_envelopes __pyx_mstate_global->__pyx_n_s_decode_envelopes
#define __pyx_kp_s_deconvolution_score_array __pyx_mstate_global->__pyx_kp_s_deconvolution_score_array
#define __pyx_n_s_defaults __pyx_mstate_global->__pyx_n_s_defaults
#define __pyx_n_s_deserialize_deconvoluted_peak_se __pyx_mstate_global->__pyx_n_s_deserialize_deconvoluted_peak_se
#define __pyx_n_s_deserialize_peak_set __pyx_mstate_global->__pyx_n_s_deserialize_peak_set
#define __pyx_n_s_dict __pyx_mstate_global->__pyx_n_s_dict
#define __pyx_kp_u_disable __pyx_mstate_global->__pyx_kp_u_disable
#define __pyx_n_s_double __pyx_mstate_global->__pyx_n_s_double
#define __pyx_n_s_dtype __pyx_mstate_global->__pyx_n_s_dtype
#define __pyx_n_s_dtype_is_object __pyx_mstate_global->__pyx_n_s_dtype_is_object
#define __pyx_kp_u_enable __pyx_mstate_global->__pyx_kp_u_enable
#define __pyx_n_s_encode __pyx_mstate_global->__pyx_n_s_encode
#define __pyx_n_s_enumerate __pyx_mstate_global->__pyx_n_s_enumerate
#define __pyx_n_s_envelope_list __pyx_mstate_global->__pyx_n_s_envelope_list
#define __pyx_n_s_envelopes_to_array __pyx_mstate_global->__pyx_n_s_envelopes_to_array
#define __pyx_n_s_error __pyx_mstate_global->__pyx_n_s_error
#define __pyx_n_s_flags __pyx_mstate_global->__pyx_n_s_flags
#define __pyx_n_s_float __pyx_mstate_global->__pyx_n_s_float
#define __pyx_n_s_float32 __pyx_mstate_global->__pyx_n_s_float32
#define __pyx_n_s_float64 __pyx_mstate_global->__pyx_n_s_float64
#define __pyx_n_s_format __pyx_mstate_global->__pyx_n_s_format
#define __pyx_n_s_fortran __pyx_mstate_global->__pyx_n_s_fortran
#define __pyx_n_u_fortran __pyx_mstate_global->__pyx_n_u_fortran
#define __pyx_n_s_fused_sigindex __pyx_mstate_global->__pyx_n_s_fused_sigindex
#define __pyx_kp_u_gc __pyx_mstate_global->__pyx_kp_u_gc
#define __pyx_n_s_getstate __pyx_mstate_global->__pyx_n_s_getstate
#define __pyx_kp_u_got __pyx_mstate_global->__pyx_kp_u_got
#define __pyx_kp_u_got_differing_extents_in_dimensi __pyx_mstate_global->__pyx_kp_u_got_differing_extents_in_dimensi
#define __pyx_n_s_id __pyx_mstate_global->__pyx_n_s_id
#define __pyx_n_s_import __pyx_mstate_global->__pyx_n_s_import
#define __pyx_n_s_include_envelopes __pyx_mstate_global->__pyx_n_s_include_envelopes
#define __pyx_n_s_index __pyx_mstate_global->__pyx_n_s_index
#define __pyx_n_s_initializing __pyx_mstate_global->__pyx_n_s_initializing
#define __pyx_n_s_int8 __pyx_mstate_global->__pyx_n_s_int8
#define __pyx_kp_s_intensity_array __pyx_mstate_global->__pyx_kp_s_intensity_array
#define __pyx_n_s_intensity_array_2 __pyx_mstate_global->__pyx_n_s_intensity_array_2
#define __pyx_n_s_intensity_getter __pyx_mstate_global->__pyx_n_s_intensity_getter
#define __pyx_n_s_is_coroutine __pyx_mstate_global->__pyx_n_s_is_coroutine
#define __pyx_kp_u_isenabled __pyx_mstate_global->__pyx_kp_u_isenabled
#define __pyx_kp_s_isotopic_envelopes_array __pyx_mstate_global->__pyx_kp_s_isotopic_envelopes_array
#define __pyx_n_s_itemsize __pyx_mstate_global->__pyx_n_s_itemsize
#define __pyx_kp_s_itemsize_0_for_cython_array __pyx_mstate_global->__pyx_kp_s_itemsize_0_for_cython_array
#define __pyx_n_s_kind __pyx_mstate_global->__pyx_n_s_kind
#define __pyx_n_s_kwargs __pyx_mstate_global->__pyx_n_s_kwargs
#define __pyx_kp_s_m_z_array __pyx_mstate_global->__pyx_kp_s_m_z_array
#define __pyx_n_s_main __pyx_mstate_global->__pyx_n_s_main
#define __pyx_n_s_mass_getter __pyx_mstate_global->__pyx_n_s_mass_getter
#define __pyx_n_s_memview __pyx_mstate_global->__pyx_n_s_memview
#define __pyx_n_s_mode __pyx_mstate_global->__pyx_n_s_mode
#define __pyx_kp_s_ms_deisotope__c_peak_set __pyx_mstate_global->__pyx_kp_s_ms_deisotope__c_peak_set
#define __pyx_n_s_ms_deisotope__c_utils __pyx_mstate_global->__pyx_n_s_ms_deisotope__c_utils
#define __pyx_kp_s_ms_peak_picker__c_peak_index __pyx_mstate_global->__pyx_kp_s_ms_peak_picker__c_peak_index
#define __pyx_kp_s_ms_peak_picker__c_peak_set __pyx_mstate_global->__pyx_kp_s_ms_peak_picker__c_peak_set
#define __pyx_n_s_mz_array __pyx_mstate_global->__pyx_n_s_mz_array
#define __pyx_n_s_mz_getter __pyx_mstate_global->__pyx_n_s_mz_getter
#define __pyx_n_s_name __pyx_mstate_global->__pyx_n_s_name
#define __pyx_n_s_name_2 __pyx_mstate_global->__pyx_n_s_name_2
#define __pyx_n_s_ndim __pyx_mstate_global->__pyx_n_s_ndim
#define __pyx_n_s_new __pyx_mstate_global->__pyx_n_s_new
#define __pyx_kp_s_no_default___reduce___due_to_non __pyx_mstate_global->__pyx_kp_s_no_default___reduce___due_to_non
#define __pyx_n_s_np __pyx_mstate_global->__pyx_n_s_np
#define __pyx_n_s_numpy __pyx_mstate_global->__pyx_n_s_numpy
#define __pyx_kp_s_numpy_core_multiarray_failed_to __pyx_mstate_global->__pyx_kp_s_numpy_core_multiarray_failed_to
#define __pyx_kp_s_numpy_core_umath_failed_to_impor __pyx_mstate_global->__pyx_kp_s_numpy_core_umath_failed_to_impor
#define __pyx_n_s_obj __pyx_mstate_global->__pyx_n_s_obj
#define __pyx_n_s_object __pyx_mstate_global->__pyx_n_s_object
#define __pyx_n_s_pack __pyx_mstate_global->__pyx_n_s_pack
#define __pyx_n_s_peak __pyx_mstate_global->__pyx_n_s_peak
#define __pyx_n_s_peak_sequence_bp __pyx_mstate_global->__pyx_n_s_peak_sequence_bp
#define __pyx_n_s_peak_sequence_tic __pyx_mstate_global->__pyx_n_s_peak_sequence_tic
#define __pyx_n_s_peaks __pyx_mstate_global->__pyx_n_s_peaks
#define __pyx_n_s_pickle __pyx_mstate_global->__pyx_n_s_pickle
#define __pyx_n_s_pyx_PickleError __pyx_mstate_global->__pyx_n_s_pyx_PickleError
#define __pyx_n_s_pyx_checksum __pyx_mstate_global->__pyx_n_s_pyx_checksum
#define __pyx_n_s_pyx_fuse_0_peak_sequence_bp __pyx_mstate_global->__pyx_n_s_pyx_fuse_0_peak_sequence_bp
#define __pyx_n_s_pyx_fuse_0_peak_sequence_tic __pyx_mstate_global->__pyx_n_s_pyx_fuse_0_peak_sequence_tic
#define __pyx_n_s_pyx_fuse_0correlation __pyx_mstate_global->__pyx_n_s_pyx_fuse_0correlation
#define __pyx_n_s_pyx_fuse_1_peak_sequence_bp __pyx_mstate_global->__pyx_n_s_pyx_fuse_1_peak_sequence_bp
#define __pyx_n_s_pyx_fuse_1_peak_sequence_tic __pyx_mstate_global->__pyx_n_s_pyx_fuse_1_peak_sequence_tic
#define __pyx_n_s_pyx_fuse_1correlation __pyx_mstate_global->__pyx_n_s_pyx_fuse_1correlation
#define __pyx_n_s_pyx_fuse_2_peak_sequence_bp __pyx_mstate_global->__pyx_n_s_pyx_fuse_2_peak_sequence_bp
#define __pyx_n_s_pyx_fuse_2_peak_sequence_tic __pyx_mstate_global->__pyx_n_s_pyx_fuse_2_peak_sequence_tic
#define __pyx_n_s_pyx_fuse_3_peak_sequence_bp __pyx_mstate_global->__pyx_n_s_pyx_fuse_3_peak_sequence_bp
#define __pyx_n_s_pyx_fuse_3_peak_sequence_tic __pyx_mstate_global->__pyx_n_s_pyx_fuse_3_peak_sequence_tic
#define __pyx_n_s_pyx_fuse_4_peak_sequence_bp __pyx_mstate_global->__pyx_n_s_pyx_fuse_4_peak_sequence_bp
#define __pyx_n_s_pyx_fuse_4_peak_sequence_tic __pyx_mstate_global->__pyx_n_s_pyx_fuse_4_peak_sequence_tic
#define __pyx_n_s_pyx_result __pyx_mstate_global->__pyx_n_s_pyx_result
#define __pyx_n_s_pyx_state __pyx_mstate_global->__pyx_n_s_pyx_state
#define __pyx_n_s_pyx_type __pyx_mstate_global->__pyx_n_s_pyx_type
#define __pyx_n_s_pyx_unpickle_Enum __pyx_mstate_global->__pyx_n_s_pyx_unpickle_Enum
#define __pyx_n_s_pyx_vtable __pyx_mstate_global->__pyx_n_s_pyx_vtable
#define __pyx_n_s_range __pyx_mstate_global->__pyx_n_s_range
#define __pyx_n_s_reduce __pyx_mstate_global->__pyx_n_s_reduce
#define __pyx_n_s_reduce_cython __pyx_mstate_global->__pyx_n_s_reduce_cython
#define __pyx_n_s_reduce_ex __pyx_mstate_global->__pyx_n_s_reduce_ex
#define __pyx_n_s_register __pyx_mstate_global->__pyx_n_s_register
#define __pyx_n_s_s __pyx_mstate_global->__pyx_n_s_s
#define __pyx_n_s_scan_dict __pyx_mstate_global->__pyx_n_s_scan_dict
#define __pyx_n_s_self __pyx_mstate_global->__pyx_n_s_self
#define __pyx_n_s_setstate __pyx_mstate_global->__pyx_n_s_setstate
#define __pyx_n_s_setstate_cython __pyx_mstate_global->__pyx_n_s_setstate_cython
#define __pyx_n_s_shape __pyx_mstate_global->__pyx_n_s_shape
#define __pyx_n_s_signatures __pyx_mstate_global->__pyx_n_s_signatures
#define __pyx_n_s_size __pyx_mstate_global->__pyx_n_s_size
#define __pyx_n_s_spec __pyx_mstate_global->__pyx_n_s_spec
#define __pyx_n_s_split __pyx_mstate_global->__pyx_n_s_split
#define __pyx_kp_s_src_ms_deisotope__c_utils_pyx __pyx_mstate_global->__pyx_kp_s_src_ms_deisotope__c_utils_pyx
#define __pyx_n_s_start __pyx_mstate_global->__pyx_n_s_start
#define __pyx_n_s_step __pyx_mstate_global->__pyx_n_s_step
#define __pyx_n_s_stop __pyx_mstate_global->__pyx_n_s_stop
#define __pyx_kp_s_strided_and_direct __pyx_mstate_global->__pyx_kp_s_strided_and_direct
#define __pyx_kp_s_strided_and_direct_or_indirect __pyx_mstate_global->__pyx_kp_s_strided_and_direct_or_indirect
#define __pyx_kp_s_strided_and_indirect __pyx_mstate_global->__pyx_kp_s_strided_and_indirect
#define __pyx_kp_s_stringsource __pyx_mstate_global->__pyx_kp_s_stringsource
#define __pyx_n_s_strip __pyx_mstate_global->__pyx_n_s_strip
#define __pyx_n_s_struct __pyx_mstate_global->__pyx_n_s_struct
#define __pyx_n_s_sys __pyx_mstate_global->__pyx_n_s_sys
#define __pyx_n_s_test __pyx_mstate_global->__pyx_n_s_test
#define __pyx_kp_s_unable_to_allocate_array_data __pyx_mstate_global->__pyx_kp_s_unable_to_allocate_array_data
#define __pyx_kp_s_unable_to_allocate_shape_and_str __pyx_mstate_global->__pyx_kp_s_unable_to_allocate_shape_and_str
#define __pyx_n_s_unpack __pyx_mstate_global->__pyx_n_s_unpack
#define __pyx_n_s_update __pyx_mstate_global->__pyx_n_s_update
#define __pyx_n_s_values __pyx_mstate_global->__pyx_n_s_values
#define __pyx_n_s_version_info __pyx_mstate_global->__pyx_n_s_version_info
#define __pyx_n_s_x __pyx_mstate_global->__pyx_n_s_x
#define __pyx_n_s_y __pyx_mstate_global->__pyx_n_s_y
#define __pyx_n_s_zeros __pyx_mstate_global->__pyx_n_s_zeros
#define __pyx_int_0 __pyx_mstate_global->__pyx_int_0
#define __pyx_int_1 __pyx_mstate_global->__pyx_int_1
#define __pyx_int_2 __pyx_mstate_global->__pyx_int_2
#define __pyx_int_3 __pyx_mstate_global->__pyx_int_3
#define __pyx_int_112105877 __pyx_mstate_global->__pyx_int_112105877
#define __pyx_int_136983863 __pyx_mstate_global->__pyx_int_136983863
#define __pyx_int_184977713 __pyx_mstate_global->__pyx_int_184977713
#define __pyx_int_neg_1 __pyx_mstate_global->__pyx_int_neg_1
#define __pyx_slice__5 __pyx_mstate_global->__pyx_slice__5
#define __pyx_tuple__4 __pyx_mstate_global->__pyx_tuple__4
#define __pyx_tuple__8 __pyx_mstate_global->__pyx_tuple__8
#define __pyx_tuple__9 __pyx_mstate_global->__pyx_tuple__9
#define __pyx_tuple__10 __pyx_mstate_global->__pyx_tuple__10
#define __pyx_tuple__14 __pyx_mstate_global->__pyx_tuple__14
#define __pyx_tuple__15 __pyx_mstate_global->__pyx_tuple__15
#define __pyx_tuple__16 __pyx_mstate_global->__pyx_tuple__16
#define __pyx_tuple__17 __pyx_mstate_global->__pyx_tuple__17
#define __pyx_tuple__18 __pyx_mstate_global->__pyx_tuple__18
#define __pyx_tuple__19 __pyx_mstate_global->__pyx_tuple__19
#define __pyx_tuple__20 __pyx_mstate_global->__pyx_tuple__20
#define __pyx_tuple__21 __pyx_mstate_global->__pyx_tuple__21
#define __pyx_tuple__22 __pyx_mstate_global->__pyx_tuple__22
#define __pyx_tuple__23 __pyx_mstate_global->__pyx_tuple__23
#define __pyx_tuple__24 __pyx_mstate_global->__pyx_tuple__24
#define __pyx_tuple__25 __pyx_mstate_global->__pyx_tuple__25
#define __pyx_tuple__27 __pyx_mstate_global->__pyx_tuple__27
#define __pyx_tuple__31 __pyx_mstate_global->__pyx_tuple__31
#define __pyx_tuple__33 __pyx_mstate_global->__pyx_tuple__33
#define __pyx_tuple__35 __pyx_mstate_global->__pyx_tuple__35
#define __pyx_tuple__37 __pyx_mstate_global->__pyx_tuple__37
#define __pyx_tuple__38 __pyx_mstate_global->__pyx_tuple__38
#define __pyx_tuple__40 __pyx_mstate_global->__pyx_tuple__40
#define __pyx_tuple__42 __pyx_mstate_global->__pyx_tuple__42
#define __pyx_tuple__55 __pyx_mstate_global->__pyx_tuple__55
#define __pyx_codeobj__26 __pyx_mstate_global->__pyx_codeobj__26
#define __pyx_codeobj__28 __pyx_mstate_global->__pyx_codeobj__28
#define __pyx_codeobj__29 __pyx_mstate_global->__pyx_codeobj__29
#define __pyx_codeobj__30 __pyx_mstate_global->__pyx_codeobj__30
#define __pyx_codeobj__32 __pyx_mstate_global->__pyx_codeobj__32
#define __pyx_codeobj__34 __pyx_mstate_global->__pyx_codeobj__34
#define __pyx_codeobj__36 __pyx_mstate_global->__pyx_codeobj__36
#define __pyx_codeobj__39 __pyx_mstate_global->__pyx_codeobj__39
#define __pyx_codeobj__41 __pyx_mstate_global->__pyx_codeobj__41
#define __pyx_codeobj__43 __pyx_mstate_global->__pyx_codeobj__43
#define __pyx_codeobj__44 __pyx_mstate_global->__pyx_codeobj__44
#define __pyx_codeobj__45 __pyx_mstate_global->__pyx_codeobj__45
#define __pyx_codeobj__46 __pyx_mstate_global->__pyx_codeobj__46
#define __pyx_codeobj__47 __pyx_mstate_global->__pyx_codeobj__47
#define __pyx_codeobj__48 __pyx_mstate_global->__pyx_codeobj__48
#define __pyx_codeobj__49 __pyx_mstate_global->__pyx_codeobj__49
#define __pyx_codeobj__50 __pyx_mstate_global->__pyx_codeobj__50
#define __pyx_codeobj__51 __pyx_mstate_global->__pyx_codeobj__51
#define __pyx_codeobj__52 __pyx_mstate_global->__pyx_codeobj__52
#define __pyx_codeobj__53 __pyx_mstate_global->__pyx_codeobj__53
#define __pyx_codeobj__54 __pyx_mstate_global->__pyx_codeobj__54
#define __pyx_codeobj__56 __pyx_mstate_global->__pyx_codeobj__56
#define __pyx_codeobj__57 __pyx_mstate_global->__pyx_codeobj__57
#define __pyx_codeobj__58 __pyx_mstate_global->__pyx_codeobj__58
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#line 188 "View.MemoryView"
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#line 188 "View.MemoryView"
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#line 189 "View.MemoryView"
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#line 188 "View.MemoryView"
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#line 188 "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 190 "View.MemoryView"
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#line 185 "View.MemoryView"
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#line 192 "View.MemoryView"
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#line 192 "View.MemoryView"
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#line 193 "View.MemoryView"
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#line 193 "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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#line 197 "View.MemoryView"
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#line 197 "View.MemoryView"
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#line 198 "View.MemoryView"
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#line 198 "View.MemoryView"
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#line 195 "View.MemoryView"
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#line 195 "View.MemoryView"
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#line 200 "View.MemoryView"
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#line 200 "View.MemoryView"
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#line 201 "View.MemoryView"
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#line 201 "View.MemoryView"
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#line 201 "View.MemoryView"
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#line 201 "View.MemoryView"
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#line 201 "View.MemoryView"
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#line 201 "View.MemoryView"
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#line 202 "View.MemoryView"
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#line 202 "View.MemoryView"
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#line 202 "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 206 "View.MemoryView"
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#line 207 "View.MemoryView"
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#line 207 "View.MemoryView"
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#line 207 "View.MemoryView"
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#line 182 "View.MemoryView"


#line 182 "View.MemoryView"
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#line 210 "View.MemoryView"


#line 210 "View.MemoryView"
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#line 210 "View.MemoryView"
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#line 210 "View.MemoryView"
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#line 219 "View.MemoryView"


#line 219 "View.MemoryView"
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#line 219 "View.MemoryView"
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#line 219 "View.MemoryView"
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#line 224 "View.MemoryView"
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#line 368 "View.MemoryView"
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#line 368 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 369 "View.MemoryView"
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#line 368 "View.MemoryView"
    goto __pyx_L11;

#line 368 "View.MemoryView"
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#line 371 "View.MemoryView"
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#line 371 "View.MemoryView"
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#line 371 "View.MemoryView"
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#line 371 "View.MemoryView"
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#line 373 "View.MemoryView"
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#line 373 "View.MemoryView"
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#line 373 "View.MemoryView"
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#line 373 "View.MemoryView"
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#line 373 "View.MemoryView"
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#line 373 "View.MemoryView"
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#line 373 "View.MemoryView"
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#line 349 "View.MemoryView"


#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 376 "View.MemoryView"


#line 376 "View.MemoryView"
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#line 376 "View.MemoryView"
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#line 377 "View.MemoryView"
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#line 382 "View.MemoryView"
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#line 379 "View.MemoryView"
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#line 379 "View.MemoryView"
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#line 387 "View.MemoryView"
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#line 388 "View.MemoryView"
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#line 388 "View.MemoryView"
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#line 389 "View.MemoryView"
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#line 390 "View.MemoryView"
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#line 390 "View.MemoryView"
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#line 392 "View.MemoryView"
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#line 392 "View.MemoryView"
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#line 391 "View.MemoryView"
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#line 391 "View.MemoryView"
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#line 390 "View.MemoryView"
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#line 388 "View.MemoryView"
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#line 388 "View.MemoryView"
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#line 388 "View.MemoryView"
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#line 395 "View.MemoryView"
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#line 395 "View.MemoryView"
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#line 395 "View.MemoryView"
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#line 386 "View.MemoryView"
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#line 376 "View.MemoryView"


#line 376 "View.MemoryView"
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#line 376 "View.MemoryView"
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#line 376 "View.MemoryView"
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#line 397 "View.MemoryView"


#line 397 "View.MemoryView"
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#line 397 "View.MemoryView"
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#line 397 "View.MemoryView"
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#line 397 "View.MemoryView"
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#line 401 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 711 "View.MemoryView"
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#line 711 "View.MemoryView"
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#line 711 "View.MemoryView"
}

/* "View.MemoryView":793
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

#line 793 "View.MemoryView"


#line 793 "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 793 "View.MemoryView"
;
  int __pyx_v_negative_step
#line 793 "View.MemoryView"
;

#line 793 "View.MemoryView"
  int __pyx_r;

#line 793 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 793 "View.MemoryView"
  int __pyx_t_1;

#line 793 "View.MemoryView"
  int __pyx_t_2;

#line 793 "View.MemoryView"
  int __pyx_t_3;

#line 793 "View.MemoryView"
  int __pyx_lineno = 0;

#line 793 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 793 "View.MemoryView"
  int __pyx_clineno = 0;

#line 793 "View.MemoryView"
  #ifdef WITH_THREAD

#line 793 "View.MemoryView"
  PyGILState_STATE __pyx_gilstate_save;

#line 793 "View.MemoryView"
  #endif

#line 793 "View.MemoryView"
  __Pyx_RefNannySetupContext("slice_memviewslice", 1);

  /* "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_kp_s_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_kp_s_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"
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#line 878 "View.MemoryView"
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#line 880 "View.MemoryView"
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#line 880 "View.MemoryView"
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#line 881 "View.MemoryView"
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#line 881 "View.MemoryView"
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#line 882 "View.MemoryView"
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#line 882 "View.MemoryView"
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#line 882 "View.MemoryView"
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#line 882 "View.MemoryView"
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#line 885 "View.MemoryView"
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#line 886 "View.MemoryView"
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#line 886 "View.MemoryView"
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#line 881 "View.MemoryView"
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#line 881 "View.MemoryView"
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#line 888 "View.MemoryView"
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#line 888 "View.MemoryView"
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#line 888 "View.MemoryView"
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#line 880 "View.MemoryView"
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#line 793 "View.MemoryView"


#line 793 "View.MemoryView"
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#line 896 "View.MemoryView"


#line 896 "View.MemoryView"
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#line 896 "View.MemoryView"
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#line 896 "View.MemoryView"
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#line 902 "View.MemoryView"
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#line 902 "View.MemoryView"
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#line 906 "View.MemoryView"
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#line 908 "View.MemoryView"
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#line 908 "View.MemoryView"
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#line 908 "View.MemoryView"
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#line 911 "View.MemoryView"
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#line 921 "View.MemoryView"
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#line 920 "View.MemoryView"
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#line 896 "View.MemoryView"


#line 896 "View.MemoryView"
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#line 896 "View.MemoryView"
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  __Pyx_DECREF(__pyx_v_result->from_object);

#line 1018 "View.MemoryView"
  __pyx_v_result->from_object = __pyx_t_2;

#line 1018 "View.MemoryView"
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 * 
 *     result.from_object = (<memoryview> memviewslice.memview)._get_base()
 *     result.typeinfo = memviewslice.memview.typeinfo             # <<<<<<<<<<<<<<
 * 
 *     result.view = memviewslice.memview.view
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#line 1019 "View.MemoryView"
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#line 1019 "View.MemoryView"
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 * 
 *     result.view = memviewslice.memview.view             # <<<<<<<<<<<<<<
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#line 1021 "View.MemoryView"
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#line 1021 "View.MemoryView"
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 * 
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#line 1022 "View.MemoryView"
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 *     result.view.ndim = ndim             # <<<<<<<<<<<<<<
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#line 1023 "View.MemoryView"
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#line 1024 "View.MemoryView"
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#line 1025 "View.MemoryView"
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 * 
 *     if (<memoryview>memviewslice.memview).flags & PyBUF_WRITABLE:             # <<<<<<<<<<<<<<
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#line 1027 "View.MemoryView"
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#line 1027 "View.MemoryView"
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#line 1028 "View.MemoryView"
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 * 
 *     if (<memoryview>memviewslice.memview).flags & PyBUF_WRITABLE:             # <<<<<<<<<<<<<<
 *         result.flags = PyBUF_RECORDS
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#line 1027 "View.MemoryView"
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#line 1027 "View.MemoryView"
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 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
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#line 1030 "View.MemoryView"
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#line 1030 "View.MemoryView"
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#line 1030 "View.MemoryView"
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#line 1030 "View.MemoryView"
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 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape             # <<<<<<<<<<<<<<
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#line 1032 "View.MemoryView"
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 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides             # <<<<<<<<<<<<<<
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 * 
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#line 1033 "View.MemoryView"
  __pyx_v_result->__pyx_base.view.strides = ((Py_ssize_t *)__pyx_v_result->from_slice.strides);

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 * 
 * 
 *     result.view.suboffsets = NULL             # <<<<<<<<<<<<<<
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#line 1036 "View.MemoryView"
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 * 
 *     result.view.suboffsets = NULL
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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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 *     result.view.len = result.view.itemsize
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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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 * 
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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 1043 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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#line 1044 "View.MemoryView"
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 * 
 *     result.to_object_func = to_object_func             # <<<<<<<<<<<<<<
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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 999 "View.MemoryView"


#line 999 "View.MemoryView"
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#line 1052 "View.MemoryView"


#line 1052 "View.MemoryView"
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#line 1052 "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 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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 * @cname('__pyx_memoryview_get_slice_from_memoryview')
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#line 1052 "View.MemoryView"


#line 1052 "View.MemoryView"
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#line 1052 "View.MemoryView"
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#line 1052 "View.MemoryView"
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#line 1052 "View.MemoryView"
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#line 1063 "View.MemoryView"


#line 1063 "View.MemoryView"
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#line 1063 "View.MemoryView"
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#line 1063 "View.MemoryView"
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#line 1063 "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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 *     for dim in range(memview.view.ndim):             # <<<<<<<<<<<<<<
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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 1077 "View.MemoryView"
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#line 1063 "View.MemoryView"


#line 1063 "View.MemoryView"
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#line 1080 "View.MemoryView"


#line 1080 "View.MemoryView"
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx_v_memview) {
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#line 1080 "View.MemoryView"
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#line 1084 "View.MemoryView"
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#line 1080 "View.MemoryView"


#line 1080 "View.MemoryView"
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#line 1080 "View.MemoryView"
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#line 1080 "View.MemoryView"
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/* "View.MemoryView":1087
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#line 1087 "View.MemoryView"


#line 1087 "View.MemoryView"
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_memviewslice) {
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#line 1087 "View.MemoryView"
;
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#line 1087 "View.MemoryView"
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#line 1094 "View.MemoryView"
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#line 1094 "View.MemoryView"
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#line 1095 "View.MemoryView"
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#line 1095 "View.MemoryView"
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#line 1096 "View.MemoryView"
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#line 1096 "View.MemoryView"
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 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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#line 1094 "View.MemoryView"
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#line 1094 "View.MemoryView"
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#line 1098 "View.MemoryView"
  /*else*/ {

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

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#line 1099 "View.MemoryView"
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#line 1099 "View.MemoryView"
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#line 1099 "View.MemoryView"
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#line 1101 "View.MemoryView"
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 * 
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#line 1103 "View.MemoryView"
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#line 1103 "View.MemoryView"
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#line 1103 "View.MemoryView"
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#line 1087 "View.MemoryView"


#line 1087 "View.MemoryView"
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#line 1087 "View.MemoryView"
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#line 1087 "View.MemoryView"
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#line 1087 "View.MemoryView"
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#line 1087 "View.MemoryView"
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#line 1087 "View.MemoryView"
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#line 1087 "View.MemoryView"
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#line 1087 "View.MemoryView"
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/* "View.MemoryView":1109
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#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"
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#line 1109 "View.MemoryView"
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#line 1109 "View.MemoryView"
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 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) noexcept nogil:
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1109
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 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) noexcept nogil:             # <<<<<<<<<<<<<<
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 * 
 */

#line 1109 "View.MemoryView"


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

#line 1109 "View.MemoryView"
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#line 1109 "View.MemoryView"
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#line 1109 "View.MemoryView"
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/* "View.MemoryView":1113
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#line 1113 "View.MemoryView"


#line 1113 "View.MemoryView"
static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
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#line 1113 "View.MemoryView"
;
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#line 1113 "View.MemoryView"
;
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#line 1113 "View.MemoryView"
;

#line 1113 "View.MemoryView"
  char __pyx_r;

#line 1113 "View.MemoryView"
  int __pyx_t_1;

#line 1113 "View.MemoryView"
  int __pyx_t_2;

#line 1113 "View.MemoryView"
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#line 1113 "View.MemoryView"
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#line 1118 "View.MemoryView"
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#line 1119 "View.MemoryView"
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#line 1121 "View.MemoryView"
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#line 1121 "View.MemoryView"
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    /* "View.MemoryView":1122
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 *     for i in range(ndim - 1, -1, -1):
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#line 1122 "View.MemoryView"
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#line 1122 "View.MemoryView"
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      /* "View.MemoryView":1123
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 *             break
 * 
 */

#line 1123 "View.MemoryView"
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 *     for i in range(ndim):
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#line 1124 "View.MemoryView"
      goto __pyx_L4_break;

      /* "View.MemoryView":1122
 * 
 *     for i in range(ndim - 1, -1, -1):
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#line 1122 "View.MemoryView"
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#line 1122 "View.MemoryView"
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#line 1122 "View.MemoryView"
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 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
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#line 1126 "View.MemoryView"
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#line 1126 "View.MemoryView"
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#line 1126 "View.MemoryView"
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#line 1126 "View.MemoryView"
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 *     for i in range(ndim):
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#line 1127 "View.MemoryView"
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#line 1127 "View.MemoryView"
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#line 1128 "View.MemoryView"
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#line 1129 "View.MemoryView"
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      /* "View.MemoryView":1127
 * 
 *     for i in range(ndim):
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#line 1127 "View.MemoryView"
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#line 1127 "View.MemoryView"
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#line 1127 "View.MemoryView"
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#line 1131 "View.MemoryView"
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#line 1131 "View.MemoryView"
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#line 1132 "View.MemoryView"
    __pyx_r = 'C';

#line 1132 "View.MemoryView"
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#line 1131 "View.MemoryView"
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#line 1134 "View.MemoryView"
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#line 1134 "View.MemoryView"
    __pyx_r = 'F';

#line 1134 "View.MemoryView"
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#line 1134 "View.MemoryView"
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  /* "View.MemoryView":1113
 * 
 * @cname('__pyx_get_best_slice_order')
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#line 1113 "View.MemoryView"


#line 1113 "View.MemoryView"
  /* function exit code */

#line 1113 "View.MemoryView"
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#line 1113 "View.MemoryView"
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#line 1113 "View.MemoryView"
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/* "View.MemoryView":1137
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 * @cython.cdivision(True)
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#line 1137 "View.MemoryView"


#line 1137 "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 1137 "View.MemoryView"
;
  CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent
#line 1137 "View.MemoryView"
;
  Py_ssize_t __pyx_v_dst_extent
#line 1137 "View.MemoryView"
;
  Py_ssize_t __pyx_v_src_stride
#line 1137 "View.MemoryView"
;
  Py_ssize_t __pyx_v_dst_stride
#line 1137 "View.MemoryView"
;

#line 1137 "View.MemoryView"
  int __pyx_t_1;

#line 1137 "View.MemoryView"
  int __pyx_t_2;

#line 1137 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 1137 "View.MemoryView"
  Py_ssize_t __pyx_t_4;

#line 1137 "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":1137
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

#line 1137 "View.MemoryView"


#line 1137 "View.MemoryView"
  /* function exit code */

#line 1137 "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":1174
 * 
 * @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"
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 */

#line 1174 "View.MemoryView"


#line 1174 "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 1174 "View.MemoryView"
;
  Py_ssize_t __pyx_v_size
#line 1174 "View.MemoryView"
;

#line 1174 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1174 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1174 "View.MemoryView"
  Py_ssize_t *__pyx_t_2;

#line 1174 "View.MemoryView"
  Py_ssize_t *__pyx_t_3;

#line 1174 "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":1174
 * 
 * @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"
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 */

#line 1174 "View.MemoryView"


#line 1174 "View.MemoryView"
  /* function exit code */

#line 1174 "View.MemoryView"
  __pyx_L0:;

#line 1174 "View.MemoryView"
  return __pyx_r;

#line 1174 "View.MemoryView"
}

/* "View.MemoryView":1184
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) noexcept nogil:
 */

#line 1184 "View.MemoryView"


#line 1184 "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 1184 "View.MemoryView"
;

#line 1184 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1184 "View.MemoryView"
  int __pyx_t_1;

#line 1184 "View.MemoryView"
  int __pyx_t_2;

#line 1184 "View.MemoryView"
  int __pyx_t_3;

#line 1184 "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":1184
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) noexcept nogil:
 */

#line 1184 "View.MemoryView"


#line 1184 "View.MemoryView"
  /* function exit code */

#line 1184 "View.MemoryView"
  __pyx_L0:;

#line 1184 "View.MemoryView"
  return __pyx_r;

#line 1184 "View.MemoryView"
}

/* "View.MemoryView":1205
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

#line 1205 "View.MemoryView"


#line 1205 "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 1205 "View.MemoryView"
;
  void *__pyx_v_result
#line 1205 "View.MemoryView"
;
  size_t __pyx_v_itemsize
#line 1205 "View.MemoryView"
;
  size_t __pyx_v_size
#line 1205 "View.MemoryView"
;

#line 1205 "View.MemoryView"
  void *__pyx_r;

#line 1205 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 1205 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1205 "View.MemoryView"
  int __pyx_t_2;

#line 1205 "View.MemoryView"
  int __pyx_t_3;

#line 1205 "View.MemoryView"
  struct __pyx_memoryview_obj *__pyx_t_4;

#line 1205 "View.MemoryView"
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#line 1260 "View.MemoryView"
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#line 1265 "View.MemoryView"


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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1273 "View.MemoryView"
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 *     cdef void *tmpdata = NULL
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#line 1274 "View.MemoryView"
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#line 1274 "View.MemoryView"
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 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)             # <<<<<<<<<<<<<<
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#line 1276 "View.MemoryView"
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 *     cdef int i
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 *     cdef bint broadcasting = False             # <<<<<<<<<<<<<<
 *     cdef bint direct_copy = False
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#line 1277 "View.MemoryView"
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#line 1278 "View.MemoryView"
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 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
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#line 1281 "View.MemoryView"
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#line 1281 "View.MemoryView"
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 *     elif dst_ndim < src_ndim:
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#line 1282 "View.MemoryView"
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 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
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#line 1281 "View.MemoryView"
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#line 1281 "View.MemoryView"
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 *     if src_ndim < dst_ndim:
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 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 */

#line 1283 "View.MemoryView"
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#line 1283 "View.MemoryView"
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 *         broadcast_leading(&dst, dst_ndim, src_ndim)             # <<<<<<<<<<<<<<
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)
 */

#line 1284 "View.MemoryView"
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    /* "View.MemoryView":1283
 *     if src_ndim < dst_ndim:
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 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 */

#line 1283 "View.MemoryView"
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#line 1283 "View.MemoryView"
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  /* "View.MemoryView":1286
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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 *     for i in range(ndim):             # <<<<<<<<<<<<<<
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#line 1288 "View.MemoryView"
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#line 1288 "View.MemoryView"
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#line 1288 "View.MemoryView"
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#line 1288 "View.MemoryView"
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 * 
 *     for i in range(ndim):
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 *             if src.shape[i] == 1:
 *                 broadcasting = True
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#line 1289 "View.MemoryView"
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#line 1289 "View.MemoryView"
    if (__pyx_t_2) {

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 *                 broadcasting = True
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#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]:
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 *                 src.strides[i] = 0
 *             else:
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#line 1291 "View.MemoryView"
        __pyx_v_broadcasting = 1;

        /* "View.MemoryView":1292
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 *                 broadcasting = True
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#line 1292 "View.MemoryView"
        (__pyx_v_src.strides[__pyx_v_i]) = 0;

        /* "View.MemoryView":1290
 *     for i in range(ndim):
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 *                 broadcasting = True
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#line 1290 "View.MemoryView"
        goto __pyx_L7;

#line 1290 "View.MemoryView"
      }

      /* "View.MemoryView":1294
 *                 src.strides[i] = 0
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 *         if src.suboffsets[i] >= 0:
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#line 1294 "View.MemoryView"
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#line 1294 "View.MemoryView"
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#line 1294 "View.MemoryView"
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#line 1294 "View.MemoryView"
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 * 
 *     for i in range(ndim):
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 *             if src.shape[i] == 1:
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#line 1289 "View.MemoryView"
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    /* "View.MemoryView":1296
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
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 */

#line 1296 "View.MemoryView"
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#line 1296 "View.MemoryView"
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      /* "View.MemoryView":1297
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 * 
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#line 1297 "View.MemoryView"
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 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
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 */

#line 1296 "View.MemoryView"
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#line 1296 "View.MemoryView"
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 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
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#line 1299 "View.MemoryView"
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#line 1299 "View.MemoryView"
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    /* "View.MemoryView":1301
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 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
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 */

#line 1301 "View.MemoryView"
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#line 1301 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1302
 * 
 *         if not slice_is_contig(src, order, ndim):
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 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
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#line 1302 "View.MemoryView"
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 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
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 * 
 */

#line 1301 "View.MemoryView"
    }

    /* "View.MemoryView":1304
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
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 */

#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 *)NULL))) __PYX_ERR(1, 1304, __pyx_L1_error)

#line 1304 "View.MemoryView"
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 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
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 *     if not broadcasting:
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#line 1305 "View.MemoryView"
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 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
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 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
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#line 1299 "View.MemoryView"
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 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
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#line 1307 "View.MemoryView"
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#line 1307 "View.MemoryView"
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    /* "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):
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#line 1310 "View.MemoryView"
    __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim);

#line 1310 "View.MemoryView"
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      /* "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)
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#line 1311 "View.MemoryView"
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      /* "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):
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#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":1265
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

#line 1265 "View.MemoryView"


#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
  __pyx_L1_error:;

#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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#line 1265 "View.MemoryView"
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/* "View.MemoryView":1337
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) noexcept nogil:
 */

#line 1337 "View.MemoryView"


#line 1337 "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 1337 "View.MemoryView"
;
  int __pyx_v_offset
#line 1337 "View.MemoryView"
;

#line 1337 "View.MemoryView"
  int __pyx_t_1;

#line 1337 "View.MemoryView"
  int __pyx_t_2;

#line 1337 "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":1337
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) noexcept nogil:
 */

#line 1337 "View.MemoryView"


#line 1337 "View.MemoryView"
  /* function exit code */

#line 1337 "View.MemoryView"
}

/* "View.MemoryView":1359
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:             # <<<<<<<<<<<<<<
 * 
 *     if dtype_is_object:
 */

#line 1359 "View.MemoryView"


#line 1359 "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":1359
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil:             # <<<<<<<<<<<<<<
 * 
 *     if dtype_is_object:
 */

#line 1359 "View.MemoryView"


#line 1359 "View.MemoryView"
  /* function exit code */

#line 1359 "View.MemoryView"
}

/* "View.MemoryView":1365
 * 
 * @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,
 *                                              bint inc) noexcept with gil:
 */

#line 1365 "View.MemoryView"


#line 1365 "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) {

#line 1365 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 1365 "View.MemoryView"
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  PyGILState_STATE 
#line 1365 "View.MemoryView"
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1365 "View.MemoryView"
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#line 1365 "View.MemoryView"
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 *                                              Py_ssize_t *strides, int ndim,
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 *     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":1365
 * 
 * @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,
 *                                              bint inc) noexcept with gil:
 */

#line 1365 "View.MemoryView"


#line 1365 "View.MemoryView"
  /* function exit code */

#line 1365 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 1365 "View.MemoryView"
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#line 1365 "View.MemoryView"
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#line 1365 "View.MemoryView"
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#line 1365 "View.MemoryView"
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/* "View.MemoryView":1371
 * 
 * @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:
 *     cdef Py_ssize_t i
 */

#line 1371 "View.MemoryView"


#line 1371 "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 1371 "View.MemoryView"
;
  Py_ssize_t __pyx_v_stride
#line 1371 "View.MemoryView"
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#line 1371 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 1371 "View.MemoryView"
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#line 1371 "View.MemoryView"
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#line 1371 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 1371 "View.MemoryView"
  int __pyx_t_4;

#line 1371 "View.MemoryView"
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 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(shape[0]):
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#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"
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#line 1376 "View.MemoryView"
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#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])
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#line 1377 "View.MemoryView"
    __pyx_t_4 = (__pyx_v_ndim == 1);

#line 1377 "View.MemoryView"
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      /* "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:
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#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"
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#line 1381 "View.MemoryView"
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#line 1381 "View.MemoryView"
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#line 1381 "View.MemoryView"
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#line 1377 "View.MemoryView"
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#line 1377 "View.MemoryView"
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#line 1383 "View.MemoryView"
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#line 1383 "View.MemoryView"
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#line 1383 "View.MemoryView"
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#line 1383 "View.MemoryView"
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#line 1385 "View.MemoryView"
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#line 1371 "View.MemoryView"


#line 1371 "View.MemoryView"
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#line 1371 "View.MemoryView"
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#line 1371 "View.MemoryView"
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/* "View.MemoryView":1391
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#line 1391 "View.MemoryView"


#line 1391 "View.MemoryView"
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#line 1394 "View.MemoryView"
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#line 1395 "View.MemoryView"
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#line 1396 "View.MemoryView"
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#line 1391 "View.MemoryView"


#line 1391 "View.MemoryView"
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#line 1391 "View.MemoryView"
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/* "View.MemoryView":1400
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#line 1400 "View.MemoryView"


#line 1400 "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) {
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#line 1400 "View.MemoryView"
;
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#line 1400 "View.MemoryView"
;
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#line 1400 "View.MemoryView"
;

#line 1400 "View.MemoryView"
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#line 1400 "View.MemoryView"
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#line 1400 "View.MemoryView"
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#line 1400 "View.MemoryView"
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#line 1404 "View.MemoryView"
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#line 1405 "View.MemoryView"
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#line 1407 "View.MemoryView"
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#line 1407 "View.MemoryView"
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#line 1408 "View.MemoryView"
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#line 1408 "View.MemoryView"
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#line 1408 "View.MemoryView"
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#line 1408 "View.MemoryView"
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#line 1409 "View.MemoryView"
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#line 1410 "View.MemoryView"
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#line 1410 "View.MemoryView"
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#line 1407 "View.MemoryView"
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#line 1407 "View.MemoryView"
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#line 1412 "View.MemoryView"
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#line 1412 "View.MemoryView"
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#line 1412 "View.MemoryView"
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#line 1412 "View.MemoryView"
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#line 1412 "View.MemoryView"
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#line 1413 "View.MemoryView"
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#line 1414 "View.MemoryView"
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#line 1414 "View.MemoryView"
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#line 1414 "View.MemoryView"
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#line 1414 "View.MemoryView"
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#line 1400 "View.MemoryView"


#line 1400 "View.MemoryView"
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#line 1400 "View.MemoryView"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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 *             """Returns a borrowed reference to the object owning the data/memory.
 *             """
 *             return PyArray_BASE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */

#line 249 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_BASE(__pyx_v_self);

#line 249 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":246
 * 
 *         @property
 *         cdef inline PyObject* base(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns a borrowed reference to the object owning the data/memory.
 *             """
 */

#line 246 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 246 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 246 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 246 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 246 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":252
 * 
 *         @property
 *         cdef inline dtype descr(self):             # <<<<<<<<<<<<<<
 *             """Returns an owned reference to the dtype of the array.
 *             """
 */

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self) {

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  PyArray_Descr *__pyx_r = NULL;

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyDeclarations

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  PyArray_Descr *__pyx_t_1;

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannySetupContext("descr", 0);

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":255
 *             """Returns an owned reference to the dtype of the array.
 *             """
 *             return <dtype>PyArray_DESCR(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */

#line 255 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF((PyObject *)__pyx_r);

#line 255 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_t_1 = PyArray_DESCR(__pyx_v_self);

#line 255 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_INCREF((PyObject *)((PyArray_Descr *)__pyx_t_1));

#line 255 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((PyArray_Descr *)__pyx_t_1);

#line 255 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":252
 * 
 *         @property
 *         cdef inline dtype descr(self):             # <<<<<<<<<<<<<<
 *             """Returns an owned reference to the dtype of the array.
 *             """
 */

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XGIVEREF((PyObject *)__pyx_r);

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyFinishContext();

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 252 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":258
 * 
 *         @property
 *         cdef inline int ndim(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns the number of dimensions in the array.
 *             """
 */

#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self) {

#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":261
 *             """Returns the number of dimensions in the array.
 *             """
 *             return PyArray_NDIM(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */

#line 261 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_NDIM(__pyx_v_self);

#line 261 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":258
 * 
 *         @property
 *         cdef inline int ndim(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns the number of dimensions in the array.
 *             """
 */

#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 258 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":264
 * 
 *         @property
 *         cdef inline npy_intp *shape(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the dimensions/shape of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self) {

#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp *__pyx_r;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":269
 *             Can return NULL for 0-dimensional arrays.
 *             """
 *             return PyArray_DIMS(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */

#line 269 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_DIMS(__pyx_v_self);

#line 269 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":264
 * 
 *         @property
 *         cdef inline npy_intp *shape(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the dimensions/shape of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 264 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":272
 * 
 *         @property
 *         cdef inline npy_intp *strides(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the strides of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self) {

#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp *__pyx_r;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":276
 *             The number of elements matches the number of dimensions of the array (ndim).
 *             """
 *             return PyArray_STRIDES(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */

#line 276 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_STRIDES(__pyx_v_self);

#line 276 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":272
 * 
 *         @property
 *         cdef inline npy_intp *strides(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns a pointer to the strides of the array.
 *             The number of elements matches the number of dimensions of the array (ndim).
 */

#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 272 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":279
 * 
 *         @property
 *         cdef inline npy_intp size(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns the total size (in number of elements) of the array.
 *             """
 */

#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self) {

#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  npy_intp __pyx_r;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":282
 *             """Returns the total size (in number of elements) of the array.
 *             """
 *             return PyArray_SIZE(self)             # <<<<<<<<<<<<<<
 * 
 *         @property
 */

#line 282 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyArray_SIZE(__pyx_v_self);

#line 282 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":279
 * 
 *         @property
 *         cdef inline npy_intp size(self) nogil:             # <<<<<<<<<<<<<<
 *             """Returns the total size (in number of elements) of the array.
 *             """
 */

#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 279 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":285
 * 
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#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self) {

#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 *             of `PyArray_DATA()` instead, which returns a 'void*'.
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 * 
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#line 291 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 291 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * 
 *         @property
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#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":777
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) {

#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 778 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 778 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 778 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 778 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 778 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 778 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":780
 *     return PyArray_MultiIterNew(1, <void*>a)
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) {

#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * 
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#line 781 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 781 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 781 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 781 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 781 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 781 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 780 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":783
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#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 784 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 784 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 783 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 786 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 786 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 787 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 787 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 786 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


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#line 786 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 786 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":789
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#line 789 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 789 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 789 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 789 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 792 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 950 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 956 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 958 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 958 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 958 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 954 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 954 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 954 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 954 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 954 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 954 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 954 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":962
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 964 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L3_error:;

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#line 965 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 965 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    if (__pyx_t_4) {

#line 965 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 965 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 965 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_XGOTREF(__pyx_t_5);

#line 965 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 965 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 *         __pyx_import_array()
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 * cdef inline int import_umath() except -1:
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#line 966 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 966 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 966 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 966 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 966 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __PYX_ERR(2, 966, __pyx_L5_except_error)

#line 966 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 966 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    goto __pyx_L5_except_error;

    /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":963
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGIVEREF(__pyx_t_2);

#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 963 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":962
 * # Versions of the import_* functions which are more suitable for
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 962 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * cdef inline int import_umath() except -1:
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#line 970 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * cdef inline int import_umath() except -1:
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 971 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 971 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 971 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 971 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 971 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 971 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 971 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 972 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 972 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 972 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 972 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 972 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 972 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 972 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * 
 * cdef inline int import_umath() except -1:
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 969 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  }

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":968
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 * cdef inline int import_umath() except -1:             # <<<<<<<<<<<<<<
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 968 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 976 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * cdef inline int import_ufunc() except -1:
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 977 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 977 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 977 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 977 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 977 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 977 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 977 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 978 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 978 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 978 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 978 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 978 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 978 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 978 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * 
 * cdef inline int import_ufunc() except -1:
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L5_except_error:;

#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 *         raise ImportError("numpy.core.umath failed to import")
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 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_6);

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_7);

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_8);

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = -1;

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyFinishContext();

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 974 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":981
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
 */

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_obj) {

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyDeclarations

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannySetupContext("is_timedelta64_object", 0);

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":993
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 993 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type));

#line 993 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":981
 * 
 * 
 * cdef inline bint is_timedelta64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.timedelta64)`
 */

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyFinishContext();

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 981 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":996
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
 */

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_obj) {

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyDeclarations

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannySetupContext("is_datetime64_object", 0);

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1008
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1008 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type));

#line 1008 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":996
 * 
 * 
 * cdef inline bint is_datetime64_object(object obj):             # <<<<<<<<<<<<<<
 *     """
 *     Cython equivalent of `isinstance(obj, np.datetime64)`
 */

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyFinishContext();

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 996 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1011
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
 */

#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *__pyx_v_obj) {

#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  npy_datetime __pyx_r;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1018
 *     also needed.  That can be found using `get_datetime64_unit`.
 *     """
 *     return (<PyDatetimeScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1018 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval;

#line 1018 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1011
 * 
 * 
 * cdef inline npy_datetime get_datetime64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy datetime64 object
 */

#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1011 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1021
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
 */

#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject *__pyx_v_obj) {

#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  npy_timedelta __pyx_r;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1025
 *     returns the int64 value underlying scalar numpy timedelta64 object
 *     """
 *     return (<PyTimedeltaScalarObject*>obj).obval             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1025 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval;

#line 1025 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1021
 * 
 * 
 * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the int64 value underlying scalar numpy timedelta64 object
 */

#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1021 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1028
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
 */

#line 1028 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1028 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObject *__pyx_v_obj) {

#line 1028 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  NPY_DATETIMEUNIT __pyx_r;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1032
 *     returns the unit part of the dtype for a numpy datetime64 object.
 *     """
 *     return <NPY_DATETIMEUNIT>(<PyDatetimeScalarObject*>obj).obmeta.base             # <<<<<<<<<<<<<<
 */

#line 1032 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base);

#line 1032 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1028
 * 
 * 
 * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     returns the unit part of the dtype for a numpy datetime64 object.
 */

#line 1028 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1028 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 1028 "../../../../../private/var/folders/24/8k48jl6d249_n_qfxwsl6xvm0000gn/T/pip-build-env-sfyd8j3k/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 217 "ms_deisotope/_c/utils.pyx"
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#line 292 "ms_deisotope/_c/utils.pyx"
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#line 293 "ms_deisotope/_c/utils.pyx"
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#line 294 "ms_deisotope/_c/utils.pyx"
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#line 295 "ms_deisotope/_c/utils.pyx"
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#line 295 "ms_deisotope/_c/utils.pyx"
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#line 295 "ms_deisotope/_c/utils.pyx"
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#line 295 "ms_deisotope/_c/utils.pyx"
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#line 296 "ms_deisotope/_c/utils.pyx"
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#line 296 "ms_deisotope/_c/utils.pyx"
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#line 296 "ms_deisotope/_c/utils.pyx"
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#line 297 "ms_deisotope/_c/utils.pyx"
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#line 297 "ms_deisotope/_c/utils.pyx"
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#line 298 "ms_deisotope/_c/utils.pyx"
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#line 298 "ms_deisotope/_c/utils.pyx"
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#line 298 "ms_deisotope/_c/utils.pyx"
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#line 299 "ms_deisotope/_c/utils.pyx"
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#line 299 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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 *         double cov, varx, vary
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#line 282 "ms_deisotope/_c/utils.pyx"
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#line 282 "ms_deisotope/_c/utils.pyx"
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 *         double cov, varx, vary
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#line 283 "ms_deisotope/_c/utils.pyx"
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#line 283 "ms_deisotope/_c/utils.pyx"
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    /* "ms_deisotope/_c/utils.pyx":284
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 *     ysum = 0.
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#line 284 "ms_deisotope/_c/utils.pyx"
    __pyx_r = NPY_NAN;

#line 284 "ms_deisotope/_c/utils.pyx"
    goto __pyx_L0;

    /* "ms_deisotope/_c/utils.pyx":283
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 *     n = len(x)
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#line 283 "ms_deisotope/_c/utils.pyx"
  }

  /* "ms_deisotope/_c/utils.pyx":285
 *     if n == 0:
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#line 285 "ms_deisotope/_c/utils.pyx"
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  /* "ms_deisotope/_c/utils.pyx":286
 *         return NAN
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#line 286 "ms_deisotope/_c/utils.pyx"
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  /* "ms_deisotope/_c/utils.pyx":287
 *     xsum = 0.
 *     ysum = 0.
 *     for i in range(n):             # <<<<<<<<<<<<<<
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#line 287 "ms_deisotope/_c/utils.pyx"
  __pyx_t_3 = __pyx_v_n;

#line 287 "ms_deisotope/_c/utils.pyx"
  __pyx_t_4 = __pyx_t_3;

#line 287 "ms_deisotope/_c/utils.pyx"
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {

#line 287 "ms_deisotope/_c/utils.pyx"
    __pyx_v_i = __pyx_t_5;

    /* "ms_deisotope/_c/utils.pyx":288
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#line 288 "ms_deisotope/_c/utils.pyx"
    __pyx_t_6 = __pyx_v_i;

#line 288 "ms_deisotope/_c/utils.pyx"
    __pyx_v_xsum = (__pyx_v_xsum + (*((double *) ( /* dim=0 */ (__pyx_v_x.data + __pyx_t_6 * __pyx_v_x.strides[0]) ))));

    /* "ms_deisotope/_c/utils.pyx":289
 *     for i in range(n):
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#line 289 "ms_deisotope/_c/utils.pyx"
    __pyx_t_6 = __pyx_v_i;

#line 289 "ms_deisotope/_c/utils.pyx"
    __pyx_v_ysum = (__pyx_v_ysum + (*((double *) ( /* dim=0 */ (__pyx_v_y.data + __pyx_t_6 * __pyx_v_y.strides[0]) ))));

#line 289 "ms_deisotope/_c/utils.pyx"
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 *         ysum += y[i]
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#line 290 "ms_deisotope/_c/utils.pyx"
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  /* "ms_deisotope/_c/utils.pyx":291
 *         ysum += y[i]
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#line 291 "ms_deisotope/_c/utils.pyx"
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  /* "ms_deisotope/_c/utils.pyx":292
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#line 292 "ms_deisotope/_c/utils.pyx"
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  /* "ms_deisotope/_c/utils.pyx":293
 *     ymean = ysum / n
 *     cov = 0.
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#line 293 "ms_deisotope/_c/utils.pyx"
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  /* "ms_deisotope/_c/utils.pyx":294
 *     cov = 0.
 *     varx = 0.
 *     vary = 0.             # <<<<<<<<<<<<<<
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#line 294 "ms_deisotope/_c/utils.pyx"
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  /* "ms_deisotope/_c/utils.pyx":295
 *     varx = 0.
 *     vary = 0.
 *     for i in range(n):             # <<<<<<<<<<<<<<
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#line 295 "ms_deisotope/_c/utils.pyx"
  __pyx_t_3 = __pyx_v_n;

#line 295 "ms_deisotope/_c/utils.pyx"
  __pyx_t_4 = __pyx_t_3;

#line 295 "ms_deisotope/_c/utils.pyx"
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#line 295 "ms_deisotope/_c/utils.pyx"
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#line 296 "ms_deisotope/_c/utils.pyx"
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#line 296 "ms_deisotope/_c/utils.pyx"
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#line 296 "ms_deisotope/_c/utils.pyx"
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#line 297 "ms_deisotope/_c/utils.pyx"
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#line 297 "ms_deisotope/_c/utils.pyx"
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#line 298 "ms_deisotope/_c/utils.pyx"
    __pyx_t_7 = __pyx_v_i;

#line 298 "ms_deisotope/_c/utils.pyx"
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#line 298 "ms_deisotope/_c/utils.pyx"
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#line 299 "ms_deisotope/_c/utils.pyx"
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#line 299 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
/* Python wrapper */

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static void __pyx_tp_dealloc_array(PyObject *o) {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
    PyObject *etype, *eval, *etb;

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  Py_CLEAR(p->mode);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *r;

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
    __Pyx_TypeName o_type_name;

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
    PyErr_Format(PyExc_NotImplementedError,

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *v = __Pyx_PyObject_GenericGetAttr(o, n);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
    v = __pyx_array___getattr__(o, n);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyMethodDef __pyx_methods_array[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static struct PyGetSetDef __pyx_getsets_array[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0, 0, 0, 0}

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyBufferProcs __pyx_tp_as_buffer_array = {

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getreadbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getwritebuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getcharbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_array_getbuffer, /*bf_getbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_releasebuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#endif

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Slot __pyx_type___pyx_array_slots[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_array},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_sq_length, (void *)__pyx_array___len__},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_sq_item, (void *)__pyx_sq_item_array},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_mp_length, (void *)__pyx_array___len__},

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if defined(Py_bf_getbuffer)

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_bf_getbuffer, (void *)__pyx_array_getbuffer},

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_methods, (void *)__pyx_methods_array},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_array},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_array},

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Spec __pyx_type___pyx_array_spec = {

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils.array",

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_array_obj),

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_SEQUENCE,

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_type___pyx_array_slots,

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#else

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PySequenceMethods __pyx_tp_as_sequence_array = {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_repeat*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_sq_item_array, /*sq_item*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_slice*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_ass_item*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_ass_slice*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_contains*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_inplace_concat*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_inplace_repeat*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyMappingMethods __pyx_tp_as_mapping_array = {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyBufferProcs __pyx_tp_as_buffer_array = {

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getreadbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getsegcount*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getcharbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_array_getbuffer, /*bf_getbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_releasebuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyTypeObject __pyx_type___pyx_array = {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils.""array", /*tp_name*/

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_itemsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_dealloc_array, /*tp_dealloc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_print*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_vectorcall_offset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_compare*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_async*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_repr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_number*/

#line 277 "ms_deisotope/_c/utils.pyx"
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/

#line 277 "ms_deisotope/_c/utils.pyx"
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_hash*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_call*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_str*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_getattro_array, /*tp_getattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  &__pyx_tp_as_buffer_array, /*tp_as_buffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_SEQUENCE, /*tp_flags*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_doc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_traverse*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_clear*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_richcompare*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_iternext*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_methods_array, /*tp_methods*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_members*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_getsets_array, /*tp_getset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_base*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_dict*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_new_array, /*tp_new*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_weaklist*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_MemviewEnum_obj *p;

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *o;

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 277 "ms_deisotope/_c/utils.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #else

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  if (unlikely(!o)) return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  p = ((struct __pyx_MemviewEnum_obj *)o);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static void __pyx_tp_dealloc_Enum(PyObject *o) {

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 277 "ms_deisotope/_c/utils.pyx"
  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)) {

#line 277 "ms_deisotope/_c/utils.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_Enum) {

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject_GC_UnTrack(o);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {

#line 277 "ms_deisotope/_c/utils.pyx"
  int e;

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  if (p->name) {

#line 277 "ms_deisotope/_c/utils.pyx"
    e = (*v)(p->name, a); if (e) return e;

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_tp_clear_Enum(PyObject *o) {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject* tmp;

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  tmp = ((PyObject*)p->name);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->name = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_XDECREF(tmp);

#line 277 "ms_deisotope/_c/utils.pyx"
  return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_specialmethod___pyx_MemviewEnum___repr__(PyObject *self, CYTHON_UNUSED PyObject *arg) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_MemviewEnum___repr__(self);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyMethodDef __pyx_methods_Enum[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__repr__", (PyCFunction)__pyx_specialmethod___pyx_MemviewEnum___repr__, METH_NOARGS|METH_COEXIST, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0, 0, 0}

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Slot __pyx_type___pyx_MemviewEnum_slots[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_Enum},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_repr, (void *)__pyx_MemviewEnum___repr__},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_Enum},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_Enum},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_methods, (void *)__pyx_methods_Enum},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_init, (void *)__pyx_MemviewEnum___init__},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_Enum},

#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Spec __pyx_type___pyx_MemviewEnum_spec = {

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils.Enum",

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_MemviewEnum_obj),

#line 277 "ms_deisotope/_c/utils.pyx"
  0,

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_type___pyx_MemviewEnum_slots,

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#else

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyTypeObject __pyx_type___pyx_MemviewEnum = {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils.""Enum", /*tp_name*/

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_itemsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_print*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_vectorcall_offset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_compare*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_async*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_MemviewEnum___repr__, /*tp_repr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_number*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_sequence*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_mapping*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_hash*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_call*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_str*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_buffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_doc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_traverse_Enum, /*tp_traverse*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_clear_Enum, /*tp_clear*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_richcompare*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_weaklistoffset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_iter*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_iternext*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_methods_Enum, /*tp_methods*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_members*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_base*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_dict*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_descr_get*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_descr_set*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_dictoffset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_MemviewEnum___init__, /*tp_init*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_alloc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_new_Enum, /*tp_new*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_free*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_is_gc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_bases*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_mro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_cache*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_subclasses*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_weaklist*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_del*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_version_tag*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_finalize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #else

#line 277 "ms_deisotope/_c/utils.pyx"
  NULL, /*tp_finalize*/

#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
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#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_vectorcall*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_print*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_watched*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_pypy_flags*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#endif

#line 277 "ms_deisotope/_c/utils.pyx"
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryview_obj *p;

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *o;

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 277 "ms_deisotope/_c/utils.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 277 "ms_deisotope/_c/utils.pyx"
  o = alloc_func(t, 0);

#line 277 "ms_deisotope/_c/utils.pyx"
  #else

#line 277 "ms_deisotope/_c/utils.pyx"
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 277 "ms_deisotope/_c/utils.pyx"
    o = (*t->tp_alloc)(t, 0);

#line 277 "ms_deisotope/_c/utils.pyx"
  } else {

#line 277 "ms_deisotope/_c/utils.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  if (unlikely(!o)) return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  p = ((struct __pyx_memoryview_obj *)o);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->__pyx_vtab = __pyx_vtabptr_memoryview;

#line 277 "ms_deisotope/_c/utils.pyx"
  p->obj = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->_size = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->_array_interface = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->view.obj = NULL;

#line 277 "ms_deisotope/_c/utils.pyx"
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad;

#line 277 "ms_deisotope/_c/utils.pyx"
  return o;

#line 277 "ms_deisotope/_c/utils.pyx"
  bad:

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_DECREF(o); o = 0;

#line 277 "ms_deisotope/_c/utils.pyx"
  return NULL;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static void __pyx_tp_dealloc_memoryview(PyObject *o) {

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 277 "ms_deisotope/_c/utils.pyx"
  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)) {

#line 277 "ms_deisotope/_c/utils.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_memoryview) {

#line 277 "ms_deisotope/_c/utils.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 277 "ms_deisotope/_c/utils.pyx"
    }

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject_GC_UnTrack(o);

#line 277 "ms_deisotope/_c/utils.pyx"
  {

#line 277 "ms_deisotope/_c/utils.pyx"
    PyObject *etype, *eval, *etb;

#line 277 "ms_deisotope/_c/utils.pyx"
    PyErr_Fetch(&etype, &eval, &etb);

#line 277 "ms_deisotope/_c/utils.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 277 "ms_deisotope/_c/utils.pyx"
    __pyx_memoryview___dealloc__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 277 "ms_deisotope/_c/utils.pyx"
    PyErr_Restore(etype, eval, etb);

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_CLEAR(p->obj);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_CLEAR(p->_size);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_CLEAR(p->_array_interface);

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 277 "ms_deisotope/_c/utils.pyx"
  (*Py_TYPE(o)->tp_free)(o);

#line 277 "ms_deisotope/_c/utils.pyx"
  #else

#line 277 "ms_deisotope/_c/utils.pyx"
  {

#line 277 "ms_deisotope/_c/utils.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 277 "ms_deisotope/_c/utils.pyx"
    if (tp_free) tp_free(o);

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {

#line 277 "ms_deisotope/_c/utils.pyx"
  int e;

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  if (p->obj) {

#line 277 "ms_deisotope/_c/utils.pyx"
    e = (*v)(p->obj, a); if (e) return e;

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  if (p->_size) {

#line 277 "ms_deisotope/_c/utils.pyx"
    e = (*v)(p->_size, a); if (e) return e;

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  if (p->_array_interface) {

#line 277 "ms_deisotope/_c/utils.pyx"
    e = (*v)(p->_array_interface, a); if (e) return e;

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  if (p->view.obj) {

#line 277 "ms_deisotope/_c/utils.pyx"
    e = (*v)(p->view.obj, a); if (e) return e;

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_tp_clear_memoryview(PyObject *o) {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject* tmp;

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  tmp = ((PyObject*)p->obj);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->obj = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_XDECREF(tmp);

#line 277 "ms_deisotope/_c/utils.pyx"
  tmp = ((PyObject*)p->_size);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->_size = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_XDECREF(tmp);

#line 277 "ms_deisotope/_c/utils.pyx"
  tmp = ((PyObject*)p->_array_interface);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->_array_interface = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_XDECREF(tmp);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_CLEAR(p->view.obj);

#line 277 "ms_deisotope/_c/utils.pyx"
  return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *r;

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_DECREF(x);

#line 277 "ms_deisotope/_c/utils.pyx"
  return r;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {

#line 277 "ms_deisotope/_c/utils.pyx"
  if (v) {

#line 277 "ms_deisotope/_c/utils.pyx"
    return __pyx_memoryview___setitem__(o, i, v);

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  else {

#line 277 "ms_deisotope/_c/utils.pyx"
    __Pyx_TypeName o_type_name;

#line 277 "ms_deisotope/_c/utils.pyx"
    o_type_name = __Pyx_PyType_GetName(Py_TYPE(o));

#line 277 "ms_deisotope/_c/utils.pyx"
    PyErr_Format(PyExc_NotImplementedError,

#line 277 "ms_deisotope/_c/utils.pyx"
      "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name);

#line 277 "ms_deisotope/_c/utils.pyx"
    __Pyx_DECREF_TypeName(o_type_name);

#line 277 "ms_deisotope/_c/utils.pyx"
    return -1;

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_specialmethod___pyx_memoryview___repr__(PyObject *self, CYTHON_UNUSED PyObject *arg) {

#line 277 "ms_deisotope/_c/utils.pyx"
  return __pyx_memoryview___repr__(self);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyMethodDef __pyx_methods_memoryview[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__repr__", (PyCFunction)__pyx_specialmethod___pyx_memoryview___repr__, METH_NOARGS|METH_COEXIST, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"is_c_contig", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_c_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"is_f_contig", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_f_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"copy", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"copy_fortran", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy_fortran, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0, 0, 0}

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static struct PyGetSetDef __pyx_getsets_memoryview[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, (char *)0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0, 0, 0, 0}

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 277 "ms_deisotope/_c/utils.pyx"
#if !CYTHON_COMPILING_IN_LIMITED_API

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyBufferProcs __pyx_tp_as_buffer_memoryview = {

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getreadbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getwritebuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getsegcount*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getcharbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_releasebuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#endif

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Slot __pyx_type___pyx_memoryview_slots[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_repr, (void *)__pyx_memoryview___repr__},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_sq_length, (void *)__pyx_memoryview___len__},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_sq_item, (void *)__pyx_sq_item_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_mp_length, (void *)__pyx_memoryview___len__},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_mp_subscript, (void *)__pyx_memoryview___getitem__},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_str, (void *)__pyx_memoryview___str__},

#line 277 "ms_deisotope/_c/utils.pyx"
  #if defined(Py_bf_getbuffer)

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_bf_getbuffer, (void *)__pyx_memoryview_getbuffer},

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_methods, (void *)__pyx_methods_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_memoryview},

#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Spec __pyx_type___pyx_memoryview_spec = {

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils.memoryview",

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_memoryview_obj),

#line 277 "ms_deisotope/_c/utils.pyx"
  0,

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_type___pyx_memoryview_slots,

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#else

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PySequenceMethods __pyx_tp_as_sequence_memoryview = {

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview___len__, /*sq_length*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_concat*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_repeat*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_sq_item_memoryview, /*sq_item*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_slice*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_ass_item*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_ass_slice*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_contains*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_inplace_concat*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*sq_inplace_repeat*/

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyMappingMethods __pyx_tp_as_mapping_memoryview = {

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview___len__, /*mp_length*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview___getitem__, /*mp_subscript*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyBufferProcs __pyx_tp_as_buffer_memoryview = {

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getreadbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getwritebuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getsegcount*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_getcharbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*bf_releasebuffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyTypeObject __pyx_type___pyx_memoryview = {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils.""memoryview", /*tp_name*/

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_itemsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_print*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_vectorcall_offset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_compare*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_async*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview___repr__, /*tp_repr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_number*/

#line 277 "ms_deisotope/_c/utils.pyx"
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/

#line 277 "ms_deisotope/_c/utils.pyx"
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_hash*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_call*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview___str__, /*tp_str*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_doc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_traverse_memoryview, /*tp_traverse*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_clear_memoryview, /*tp_clear*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_richcompare*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_weaklistoffset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_iter*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_iternext*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_methods_memoryview, /*tp_methods*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_members*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_getsets_memoryview, /*tp_getset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_base*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_dict*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_descr_get*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_descr_set*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_dictoffset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_init*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_alloc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_new_memoryview, /*tp_new*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_free*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_is_gc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_bases*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_mro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_cache*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_subclasses*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_weaklist*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_del*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_version_tag*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_finalize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #else

#line 277 "ms_deisotope/_c/utils.pyx"
  NULL, /*tp_finalize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_vectorcall*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_print*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_watched*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_pypy_flags*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#endif

#line 277 "ms_deisotope/_c/utils.pyx"
static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryviewslice_obj *p;

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);

#line 277 "ms_deisotope/_c/utils.pyx"
  if (unlikely(!o)) return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
  p = ((struct __pyx_memoryviewslice_obj *)o);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;

#line 277 "ms_deisotope/_c/utils.pyx"
  p->from_object = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->from_slice.memview = NULL;

#line 277 "ms_deisotope/_c/utils.pyx"
  return o;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 277 "ms_deisotope/_c/utils.pyx"
  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)) {

#line 277 "ms_deisotope/_c/utils.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc__memoryviewslice) {

#line 277 "ms_deisotope/_c/utils.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 277 "ms_deisotope/_c/utils.pyx"
    }

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject_GC_UnTrack(o);

#line 277 "ms_deisotope/_c/utils.pyx"
  {

#line 277 "ms_deisotope/_c/utils.pyx"
    PyObject *etype, *eval, *etb;

#line 277 "ms_deisotope/_c/utils.pyx"
    PyErr_Fetch(&etype, &eval, &etb);

#line 277 "ms_deisotope/_c/utils.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 277 "ms_deisotope/_c/utils.pyx"
    __pyx_memoryviewslice___dealloc__(o);

#line 277 "ms_deisotope/_c/utils.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 277 "ms_deisotope/_c/utils.pyx"
    PyErr_Restore(etype, eval, etb);

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_CLEAR(p->from_object);

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject_GC_Track(o);

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_dealloc_memoryview(o);

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {

#line 277 "ms_deisotope/_c/utils.pyx"
  int e;

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;

#line 277 "ms_deisotope/_c/utils.pyx"
  if (p->from_object) {

#line 277 "ms_deisotope/_c/utils.pyx"
    e = (*v)(p->from_object, a); if (e) return e;

#line 277 "ms_deisotope/_c/utils.pyx"
  }

#line 277 "ms_deisotope/_c/utils.pyx"
  return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static int __pyx_tp_clear__memoryviewslice(PyObject *o) {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyObject* tmp;

#line 277 "ms_deisotope/_c/utils.pyx"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_clear_memoryview(o);

#line 277 "ms_deisotope/_c/utils.pyx"
  tmp = ((PyObject*)p->from_object);

#line 277 "ms_deisotope/_c/utils.pyx"
  p->from_object = Py_None; Py_INCREF(Py_None);

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_XDECREF(tmp);

#line 277 "ms_deisotope/_c/utils.pyx"
  __PYX_XCLEAR_MEMVIEW(&p->from_slice, 1);

#line 277 "ms_deisotope/_c/utils.pyx"
  return 0;

#line 277 "ms_deisotope/_c/utils.pyx"
}

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyMethodDef __pyx_methods__memoryviewslice[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0, 0, 0}

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Slot __pyx_type___pyx_memoryviewslice_slots[] = {

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc__memoryviewslice},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("Internal class for passing memoryview slices to Python")},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse__memoryviewslice},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear__memoryviewslice},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_methods, (void *)__pyx_methods__memoryviewslice},

#line 277 "ms_deisotope/_c/utils.pyx"
  {Py_tp_new, (void *)__pyx_tp_new__memoryviewslice},

#line 277 "ms_deisotope/_c/utils.pyx"
  {0, 0},

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
static PyType_Spec __pyx_type___pyx_memoryviewslice_spec = {

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils._memoryviewslice",

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_memoryviewslice_obj),

#line 277 "ms_deisotope/_c/utils.pyx"
  0,

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC|Py_TPFLAGS_SEQUENCE,

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_type___pyx_memoryviewslice_slots,

#line 277 "ms_deisotope/_c/utils.pyx"
};

#line 277 "ms_deisotope/_c/utils.pyx"
#else

#line 277 "ms_deisotope/_c/utils.pyx"


#line 277 "ms_deisotope/_c/utils.pyx"
static PyTypeObject __pyx_type___pyx_memoryviewslice = {

#line 277 "ms_deisotope/_c/utils.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 277 "ms_deisotope/_c/utils.pyx"
  "ms_deisotope._c.utils.""_memoryviewslice", /*tp_name*/

#line 277 "ms_deisotope/_c/utils.pyx"
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_itemsize*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_print*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_vectorcall_offset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION < 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_compare*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_async*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview___repr__, /*tp_repr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #else

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_repr*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_number*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_sequence*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_mapping*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_hash*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_call*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_memoryview___str__, /*tp_str*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #else

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_str*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_setattro*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_as_buffer*/

#line 277 "ms_deisotope/_c/utils.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC|Py_TPFLAGS_SEQUENCE, /*tp_flags*/

#line 277 "ms_deisotope/_c/utils.pyx"
  PyDoc_STR("Internal class for passing memoryview slices to Python"), /*tp_doc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_clear__memoryviewslice, /*tp_clear*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_richcompare*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_weaklistoffset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_iter*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_iternext*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_methods__memoryviewslice, /*tp_methods*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_members*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_getset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_base*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_dict*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_descr_get*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_descr_set*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_dictoffset*/

#line 277 "ms_deisotope/_c/utils.pyx"
  #endif

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_init*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_alloc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  __pyx_tp_new__memoryviewslice, /*tp_new*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_free*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_is_gc*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_bases*/

#line 277 "ms_deisotope/_c/utils.pyx"
  0, /*tp_mro*/

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{
    PyErr_Format(PyExc_TypeError,
        #if PY_MAJOR_VERSION >= 3
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
        #else
        "%s() got multiple values for keyword argument '%s'", func_name,
        PyString_AsString(kw_name));
        #endif
}

/* ParseKeywords */
static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject *const *kwvalues,
    PyObject **argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject *key = 0, *value = 0;
    Py_ssize_t pos = 0;
    PyObject*** name;
    PyObject*** first_kw_arg = argnames + num_pos_args;
    int kwds_is_tuple = CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds));
    while (1) {
        Py_XDECREF(key); key = NULL;
        Py_XDECREF(value); value = NULL;
        if (kwds_is_tuple) {
            Py_ssize_t size;
#if CYTHON_ASSUME_SAFE_MACROS
            size = PyTuple_GET_SIZE(kwds);
#else
            size = PyTuple_Size(kwds);
            if (size < 0) goto bad;
#endif
            if (pos >= size) break;
#if CYTHON_AVOID_BORROWED_REFS
            key = __Pyx_PySequence_ITEM(kwds, pos);
            if (!key) goto bad;
#elif CYTHON_ASSUME_SAFE_MACROS
            key = PyTuple_GET_ITEM(kwds, pos);
#else
            key = PyTuple_GetItem(kwds, pos);
            if (!key) goto bad;
#endif
            value = kwvalues[pos];
            pos++;
        }
        else
        {
            if (!PyDict_Next(kwds, &pos, &key, &value)) break;
#if CYTHON_AVOID_BORROWED_REFS
            Py_INCREF(key);
#endif
        }
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
#if CYTHON_AVOID_BORROWED_REFS
            Py_INCREF(value); // transfer ownership of value to values
            Py_DECREF(key);
#endif
            key = NULL;
            value = NULL;
            continue;
        }
#if !CYTHON_AVOID_BORROWED_REFS
        Py_INCREF(key);
#endif
        Py_INCREF(value);
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
                        && _PyString_Eq(**name, key)) {
                    values[name-argnames] = value;
#if CYTHON_AVOID_BORROWED_REFS
                    value = NULL;  // ownership transferred to values
#endif
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    if ((**argname == key) || (
                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
                             && _PyString_Eq(**argname, key))) {
                        goto arg_passed_twice;
                    }
                    argname++;
                }
            }
        } else
        #endif
        if (likely(PyUnicode_Check(key))) {
            while (*name) {
                int cmp = (
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key)
                );
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
#if CYTHON_AVOID_BORROWED_REFS
                    value = NULL; // ownership transferred to values
#endif
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    Py_XDECREF(key);
    Py_XDECREF(value);
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    #if PY_MAJOR_VERSION < 3
    PyErr_Format(PyExc_TypeError,
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
    PyErr_Format(PyExc_TypeError,
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    Py_XDECREF(key);
    Py_XDECREF(value);
    return -1;
}

/* ArgTypeTest */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
{
    __Pyx_TypeName type_name;
    __Pyx_TypeName obj_type_name;
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    else if (exact) {
        #if PY_MAJOR_VERSION == 2
        if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
        #endif
    }
    else {
        if (likely(__Pyx_TypeCheck(obj, type))) return 1;
    }
    type_name = __Pyx_PyType_GetName(type);
    obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected " __Pyx_FMT_TYPENAME
        ", got " __Pyx_FMT_TYPENAME ")", name, type_name, obj_type_name);
    __Pyx_DECREF_TypeName(type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return 0;
}

/* RaiseException */
#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    __Pyx_PyThreadState_declare
    CYTHON_UNUSED_VAR(cause);
    Py_XINCREF(type);
    if (!value || value == Py_None)
        value = NULL;
    else
        Py_INCREF(value);
    if (!tb || tb == Py_None)
        tb = NULL;
    else {
        Py_INCREF(tb);
        if (!PyTraceBack_Check(tb)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: arg 3 must be a traceback or None");
            goto raise_error;
        }
    }
    if (PyType_Check(type)) {
#if CYTHON_COMPILING_IN_PYPY
        if (!value) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#endif
        PyErr_NormalizeException(&type, &value, &tb);
    } else {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto raise_error;
        }
        value = type;
        type = (PyObject*) Py_TYPE(type);
        Py_INCREF(type);
        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: exception class must be a subclass of BaseException");
            goto raise_error;
        }
    }
    __Pyx_PyThreadState_assign
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                int is_subclass = PyObject_IsSubclass(instance_class, type);
                if (!is_subclass) {
                    instance_class = NULL;
                } else if (unlikely(is_subclass == -1)) {
                    goto bad;
                } else {
                    type = instance_class;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
    if (cause) {
        PyObject *fixed_cause;
        if (cause == Py_None) {
            fixed_cause = NULL;
        } else if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        } else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        } else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        PyException_SetCause(value, fixed_cause);
    }
    PyErr_SetObject(type, value);
    if (tb) {
      #if 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;
}
#endif

/* PyFunctionFastCall */
#if CYTHON_FAST_PYCALL && !CYTHON_VECTORCALL
static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
                                               PyObject *globals) {
    PyFrameObject *f;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject **fastlocals;
    Py_ssize_t i;
    PyObject *result;
    assert(globals != NULL);
    /* XXX Perhaps we should create a specialized
       PyFrame_New() that doesn't take locals, but does
       take builtins without sanity checking them.
       */
    assert(tstate != NULL);
    f = PyFrame_New(tstate, co, globals, NULL);
    if (f == NULL) {
        return NULL;
    }
    fastlocals = __Pyx_PyFrame_GetLocalsplus(f);
    for (i = 0; i < na; i++) {
        Py_INCREF(*args);
        fastlocals[i] = *args++;
    }
    result = PyEval_EvalFrameEx(f,0);
    ++tstate->recursion_depth;
    Py_DECREF(f);
    --tstate->recursion_depth;
    return result;
}
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) {
    PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
    PyObject *globals = PyFunction_GET_GLOBALS(func);
    PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
    PyObject *closure;
#if PY_MAJOR_VERSION >= 3
    PyObject *kwdefs;
#endif
    PyObject *kwtuple, **k;
    PyObject **d;
    Py_ssize_t nd;
    Py_ssize_t nk;
    PyObject *result;
    assert(kwargs == NULL || PyDict_Check(kwargs));
    nk = kwargs ? PyDict_Size(kwargs) : 0;
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) {
        return NULL;
    }
    if (
#if PY_MAJOR_VERSION >= 3
            co->co_kwonlyargcount == 0 &&
#endif
            likely(kwargs == NULL || nk == 0) &&
            co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
        if (argdefs == NULL && co->co_argcount == nargs) {
            result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
            goto done;
        }
        else if (nargs == 0 && argdefs != NULL
                 && co->co_argcount == Py_SIZE(argdefs)) {
            /* function called with no arguments, but all parameters have
               a default value: use default values as arguments .*/
            args = &PyTuple_GET_ITEM(argdefs, 0);
            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
            goto done;
        }
    }
    if (kwargs != NULL) {
        Py_ssize_t pos, i;
        kwtuple = PyTuple_New(2 * nk);
        if (kwtuple == NULL) {
            result = NULL;
            goto done;
        }
        k = &PyTuple_GET_ITEM(kwtuple, 0);
        pos = i = 0;
        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
            Py_INCREF(k[i]);
            Py_INCREF(k[i+1]);
            i += 2;
        }
        nk = i / 2;
    }
    else {
        kwtuple = NULL;
        k = NULL;
    }
    closure = PyFunction_GET_CLOSURE(func);
#if PY_MAJOR_VERSION >= 3
    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
#endif
    if (argdefs != NULL) {
        d = &PyTuple_GET_ITEM(argdefs, 0);
        nd = Py_SIZE(argdefs);
    }
    else {
        d = NULL;
        nd = 0;
    }
#if PY_MAJOR_VERSION >= 3
    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, kwdefs, closure);
#else
    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, closure);
#endif
    Py_XDECREF(kwtuple);
done:
    Py_LeaveRecursiveCall();
    return result;
}
#endif

/* PyObjectCall */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = Py_TYPE(func)->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallMethO */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = PyCFunction_GET_FUNCTION(func);
    self = PyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectFastCall */
static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject **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;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject **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 defined(__Pyx_CyFunction_USED) && defined(NDEBUG)
        if (__Pyx_IsCyOrPyCFunction(func))
#else
        if (PyCFunction_Check(func))
#endif
        {
            if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
                return __Pyx_PyObject_CallMethO(func, NULL);
            }
        }
    }
    else if (nargs == 1 && kwargs == NULL) {
        if (PyCFunction_Check(func))
        {
            if (likely(PyCFunction_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 PY_VERSION_HEX >= 0x030700A1
    if (!kwargs && __Pyx_IS_TYPE(func, &PyMethodDescr_Type)) {
        return _PyMethodDescr_FastCallKeywords(func, args, nargs, NULL);
    }
    #endif
    #endif
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs);
    }
    #endif
    #endif
    #if CYTHON_VECTORCALL
    #if Py_VERSION_HEX < 0x03090000
    vectorcallfunc f = _PyVectorcall_Function(func);
    #else
    vectorcallfunc f = PyVectorcall_Function(func);
    #endif
    if (f) {
        return f(func, args, (size_t)nargs, kwargs);
    }
    #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, (size_t)nargs, kwargs);
    }
    #endif
    if (nargs == 0) {
        return __Pyx_PyObject_Call(func, __pyx_empty_tuple, kwargs);
    }
    return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs);
}

/* RaiseUnexpectedTypeError */
static int
__Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj)
{
    __Pyx_TypeName obj_type_name = __Pyx_PyType_GetName(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, 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;
#if CYTHON_PEP393_ENABLED
    void *udata;
    uval = PyUnicode_New(ulength, 127);
    if (unlikely(!uval)) return NULL;
    udata = PyUnicode_DATA(uval);
#else
    Py_UNICODE *udata;
    uval = PyUnicode_FromUnicode(NULL, ulength);
    if (unlikely(!uval)) return NULL;
    udata = PyUnicode_AS_UNICODE(uval);
#endif
    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;
                    PyObject *repeat = PyInt_FromSsize_t(uoffset - prepend_sign);
                    if (unlikely(!repeat)) goto done_or_error;
                    tmp = PyNumber_Multiply(padding, repeat);
                    Py_DECREF(repeat);
                    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 = PyNumber_Add(padding, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
        if (likely(uval) && sign) {
            PyObject *tmp = PyNumber_Add(sign, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
done_or_error:
        Py_XDECREF(padding);
        Py_XDECREF(sign);
    }
#endif
    return uval;
}

/* 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 == '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 == '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* value_tuple, 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;
    CYTHON_MAYBE_UNUSED_VAR(max_char);
#if CYTHON_PEP393_ENABLED
    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);
#else
    result_uval = PyUnicode_FromUnicode(NULL, result_ulength);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = sizeof(Py_UNICODE);
    kind_shift = (result_ukind == 4) ? 2 : result_ukind - 1;
    result_udata = PyUnicode_AS_UNICODE(result_uval);
#endif
    assert(kind_shift == 2 || kind_shift == 1 || kind_shift == 0);
    char_pos = 0;
    for (i=0; i < value_count; i++) {
        int ukind;
        Py_ssize_t ulength;
        void *udata;
        PyObject *uval = PyTuple_GET_ITEM(value_tuple, i);
        if (unlikely(__Pyx_PyUnicode_READY(uval)))
            goto bad;
        ulength = __Pyx_PyUnicode_GET_LENGTH(uval);
        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 (!CYTHON_PEP393_ENABLED || 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 && PY_VERSION_HEX >= 0x030300F0 || 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
    CYTHON_UNUSED_VAR(max_char);
    CYTHON_UNUSED_VAR(result_ulength);
    CYTHON_UNUSED_VAR(value_count);
    return PyUnicode_Join(__pyx_empty_unicode, value_tuple);
#endif
}

/* GetAttr */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
#if PY_MAJOR_VERSION >= 3
    if (likely(PyUnicode_Check(n)))
#else
    if (likely(PyString_Check(n)))
#endif
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

/* 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_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              CYTHON_NCP_UNUSED int wraparound,
                                                              CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyTuple_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
                                                     CYTHON_NCP_UNUSED int wraparound,
                                                     CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
            PyObject *r = PyList_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (mm && mm->mp_subscript) {
            PyObject *r, *key = PyInt_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 || PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_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_GetName(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_n_s_class_getitem);
        if (meth) {
            PyObject *result = __Pyx_PyObject_CallOneArg(meth, key);
            Py_DECREF(meth);
            return result;
        }
    }
    obj_type_name = __Pyx_PyType_GetName(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

/* KeywordStringCheck */
static int __Pyx_CheckKeywordStrings(
    PyObject *kw,
    const char* function_name,
    int kw_allowed)
{
    PyObject* key = 0;
    Py_ssize_t pos = 0;
#if CYTHON_COMPILING_IN_PYPY
    if (!kw_allowed && PyDict_Next(kw, &pos, &key, 0))
        goto invalid_keyword;
    return 1;
#else
    if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kw))) {
        Py_ssize_t kwsize;
#if CYTHON_ASSUME_SAFE_MACROS
        kwsize = PyTuple_GET_SIZE(kw);
#else
        kwsize = PyTuple_Size(kw);
        if (kwsize < 0) return 0;
#endif
        if (unlikely(kwsize == 0))
            return 1;
        if (!kw_allowed) {
#if CYTHON_ASSUME_SAFE_MACROS
            key = PyTuple_GET_ITEM(kw, 0);
#else
            key = PyTuple_GetItem(kw, pos);
            if (!key) return 0;
#endif
            goto invalid_keyword;
        }
#if PY_VERSION_HEX < 0x03090000
        for (pos = 0; pos < kwsize; pos++) {
#if CYTHON_ASSUME_SAFE_MACROS
            key = PyTuple_GET_ITEM(kw, pos);
#else
            key = PyTuple_GetItem(kw, pos);
            if (!key) return 0;
#endif
            if (unlikely(!PyUnicode_Check(key)))
                goto invalid_keyword_type;
        }
#endif
        return 1;
    }
    while (PyDict_Next(kw, &pos, &key, 0)) {
        #if PY_MAJOR_VERSION < 3
        if (unlikely(!PyString_Check(key)))
        #endif
            if (unlikely(!PyUnicode_Check(key)))
                goto invalid_keyword_type;
    }
    if (!kw_allowed && unlikely(key))
        goto invalid_keyword;
    return 1;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    return 0;
#endif
invalid_keyword:
    #if PY_MAJOR_VERSION < 3
    PyErr_Format(PyExc_TypeError,
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
    PyErr_Format(PyExc_TypeError,
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
    return 0;
}

/* DivInt[Py_ssize_t] */
static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) {
    Py_ssize_t q = a / b;
    Py_ssize_t r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

/* GetAttr3 */
static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r;
#if CYTHON_USE_TYPE_SLOTS
    if (likely(PyString_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);
}

/* PyDictVersioning */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
    PyObject **dictptr = NULL;
    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
    if (offset) {
#if CYTHON_COMPILING_IN_CPYTHON
        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
        dictptr = _PyObject_GetDictPtr(obj);
#endif
    }
    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
        return 0;
    return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif

/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
    result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    } else if (unlikely(PyErr_Occurred())) {
        return NULL;
    }
#elif CYTHON_COMPILING_IN_LIMITED_API
    if (unlikely(!__pyx_m)) {
        return NULL;
    }
    result = PyObject_GetAttr(__pyx_m, name);
    if (likely(result)) {
        return result;
    }
#else
    result = PyDict_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
#endif
#else
    result = PyObject_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
    PyErr_Clear();
#endif
    return __Pyx_GetBuiltinName(name);
}

/* 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_GetName(Py_TYPE(obj));
    type_name = __Pyx_PyType_GetName(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 >= 0x030C00A6
    local_value = tstate->current_exception;
    tstate->current_exception = 0;
    if (likely(local_value)) {
        local_type = (PyObject*) Py_TYPE(local_value);
        Py_INCREF(local_type);
        local_tb = PyException_GetTraceback(local_value);
    }
  #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
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_FAST_THREAD_STATE && PY_VERSION_HEX >= 0x030C00A6
    if (unlikely(tstate->current_exception))
#elif CYTHON_FAST_THREAD_STATE
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
    #endif
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_FAST_THREAD_STATE
    #if CYTHON_USE_EXC_INFO_STACK
    {
        _PyErr_StackItem *exc_info = tstate->exc_info;
      #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);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

/* 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;
    #if PY_MAJOR_VERSION < 3
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (unlikely(!py_import))
        goto bad;
    if (!from_list) {
        empty_list = PyList_New(0);
        if (unlikely(!empty_list))
            goto bad;
        from_list = empty_list;
    }
    #endif
    empty_dict = PyDict_New();
    if (unlikely(!empty_dict))
        goto bad;
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
                module = PyImport_ImportModuleLevelObject(
                    name, __pyx_d, empty_dict, from_list, 1);
                if (unlikely(!module)) {
                    if (unlikely(!PyErr_ExceptionMatches(PyExc_ImportError)))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_MAJOR_VERSION < 3
            PyObject *py_level = PyInt_FromLong(level);
            if (unlikely(!py_level))
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, __pyx_d, empty_dict, from_list, py_level, (PyObject *)NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, __pyx_d, empty_dict, from_list, level);
            #endif
        }
    }
bad:
    Py_XDECREF(empty_dict);
    Py_XDECREF(empty_list);
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_import);
    #endif
    return module;
}

/* ImportDottedModule */
#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx__ImportDottedModule_Error(PyObject *name, PyObject *parts_tuple, Py_ssize_t count) {
    PyObject *partial_name = NULL, *slice = NULL, *sep = NULL;
    if (unlikely(PyErr_Occurred())) {
        PyErr_Clear();
    }
    if (likely(PyTuple_GET_SIZE(parts_tuple) == 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(
#if PY_MAJOR_VERSION < 3
        PyExc_ImportError,
        "No module named '%s'", PyString_AS_STRING(partial_name));
#else
#if PY_VERSION_HEX >= 0x030600B1
        PyExc_ModuleNotFoundError,
#else
        PyExc_ImportError,
#endif
        "No module named '%U'", partial_name);
#endif
bad:
    Py_XDECREF(sep);
    Py_XDECREF(slice);
    Py_XDECREF(partial_name);
    return NULL;
}
#endif
#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx__ImportDottedModule_Lookup(PyObject *name) {
    PyObject *imported_module;
#if PY_VERSION_HEX < 0x030700A1 || (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM  < 0x07030400)
    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;
}
#endif
#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple) {
    Py_ssize_t i, nparts;
    nparts = PyTuple_GET_SIZE(parts_tuple);
    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 = PySequence_ITEM(parts_tuple, i);
#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;
}
#endif
static PyObject *__Pyx__ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
#if PY_MAJOR_VERSION < 3
    PyObject *module, *from_list, *star = __pyx_n_s__3;
    CYTHON_UNUSED_VAR(parts_tuple);
    from_list = PyList_New(1);
    if (unlikely(!from_list))
        return NULL;
    Py_INCREF(star);
    PyList_SET_ITEM(from_list, 0, star);
    module = __Pyx_Import(name, from_list, 0);
    Py_DECREF(from_list);
    return module;
#else
    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);
#endif
}
static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030400B1
    PyObject *module = __Pyx__ImportDottedModule_Lookup(name);
    if (likely(module)) {
        PyObject *spec = __Pyx_PyObject_GetAttrStrNoError(module, __pyx_n_s_spec);
        if (likely(spec)) {
            PyObject *unsafe = __Pyx_PyObject_GetAttrStrNoError(spec, __pyx_n_s_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);
}

/* ssize_strlen */
static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) {
    size_t len = strlen(s);
    if (unlikely(len > PY_SSIZE_T_MAX)) {
        PyErr_SetString(PyExc_OverflowError, "byte string is too long");
        return -1;
    }
    return (Py_ssize_t) len;
}

/* 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);
}
#if PY_MAJOR_VERSION == 2
static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
    PyObject *exception, *value, *tb;
    int res;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&exception, &value, &tb);
    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
    if (unlikely(res == -1)) {
        PyErr_WriteUnraisable(err);
        res = 0;
    }
    if (!res) {
        res = PyObject_IsSubclass(err, exc_type2);
        if (unlikely(res == -1)) {
            PyErr_WriteUnraisable(err);
            res = 0;
        }
    }
    __Pyx_ErrRestore(exception, value, tb);
    return res;
}
#else
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    if (exc_type1) {
        return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2);
    } else {
        return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
}
#endif
static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    assert(PyExceptionClass_Check(exc_type));
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        PyObject *t = PyTuple_GET_ITEM(tuple, i);
        #if PY_MAJOR_VERSION < 3
        if (likely(exc_type == t)) return 1;
        #endif
        if (likely(PyExceptionClass_Check(t))) {
            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
        } else {
        }
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
    if (likely(err == exc_type)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        if (likely(PyExceptionClass_Check(exc_type))) {
            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
        } else if (likely(PyTuple_Check(exc_type))) {
            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
        } else {
        }
    }
    return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
    assert(PyExceptionClass_Check(exc_type1));
    assert(PyExceptionClass_Check(exc_type2));
    if (likely(err == exc_type1 || err == exc_type2)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
    }
    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
}
#endif

/* PySequenceMultiply */
static PyObject* __Pyx_PySequence_Multiply_Generic(PyObject *seq, Py_ssize_t mul) {
    PyObject *result, *pymul = PyInt_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);
    }
}

/* 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_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)))) {
            PyObject* old = PyList_GET_ITEM(o, n);
            Py_INCREF(v);
            PyList_SET_ITEM(o, n, v);
            Py_DECREF(old);
            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 = PyInt_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 CYTHON_COMPILING_IN_PYPY
    if (is_list || (PySequence_Check(o) && !PyDict_Check(o)))
#else
    if (is_list || PySequence_Check(o))
#endif
    {
        return PySequence_SetItem(o, i, v);
    }
#endif
    return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v);
}

/* RaiseUnboundLocalError */
static CYTHON_INLINE 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) {
    long q = a / b;
    long r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

/* 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_kp_u__2);
        if (unlikely(!module_dot)) { goto modbad; }
        full_name = PyUnicode_Concat(module_dot, name);
        if (unlikely(!full_name)) { goto modbad; }
        #if PY_VERSION_HEX < 0x030700A1 || (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM  < 0x07030400)
        {
            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,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

/* HasAttr */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_GetAttr(o, n);
    if (!r) {
        PyErr_Clear();
        return 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}

/* IsLittleEndian */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void)
{
  union {
    uint32_t u32;
    uint8_t u8[4];
  } S;
  S.u32 = 0x01020304;
  return S.u8[0] == 4;
}

/* BufferFormatCheck */
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type) {
  stack[0].field = &ctx->root;
  stack[0].parent_offset = 0;
  ctx->root.type = type;
  ctx->root.name = "buffer dtype";
  ctx->root.offset = 0;
  ctx->head = stack;
  ctx->head->field = &ctx->root;
  ctx->fmt_offset = 0;
  ctx->head->parent_offset = 0;
  ctx->new_packmode = '@';
  ctx->enc_packmode = '@';
  ctx->new_count = 1;
  ctx->enc_count = 0;
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  ctx->is_valid_array = 0;
  ctx->struct_alignment = 0;
  while (type->typegroup == 'S') {
    ++ctx->head;
    ctx->head->field = type->fields;
    ctx->head->parent_offset = 0;
    type = type->fields->type;
  }
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
    int count;
    const char* t = *ts;
    if (*t < '0' || *t > '9') {
      return -1;
    } else {
        count = *t++ - '0';
        while (*t >= '0' && *t <= '9') {
            count *= 10;
            count += *t++ - '0';
        }
    }
    *ts = t;
    return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
    int number = __Pyx_BufFmt_ParseNumber(ts);
    if (number == -1)
        PyErr_Format(PyExc_ValueError,\
                     "Does not understand character buffer dtype format string ('%c')", **ts);
    return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
  switch (ch) {
    case '?': return "'bool'";
    case 'c': return "'char'";
    case 'b': return "'signed char'";
    case 'B': return "'unsigned char'";
    case 'h': return "'short'";
    case 'H': return "'unsigned short'";
    case 'i': return "'int'";
    case 'I': return "'unsigned int'";
    case 'l': return "'long'";
    case 'L': return "'unsigned long'";
    case 'q': return "'long long'";
    case 'Q': return "'unsigned long long'";
    case 'f': return (is_complex ? "'complex float'" : "'float'");
    case 'd': return (is_complex ? "'complex double'" : "'double'");
    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
    case 'T': return "a struct";
    case 'O': return "Python object";
    case 'P': return "a pointer";
    case 's': case 'p': return "a string";
    case 0: return "end";
    default: return "unparsable format string";
  }
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return 2;
    case 'i': case 'I': case 'l': case 'L': return 4;
    case 'q': case 'Q': return 8;
    case 'f': return (is_complex ? 8 : 4);
    case 'd': return (is_complex ? 16 : 8);
    case 'g': {
      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
      return 0;
    }
    case 'O': case 'P': return sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(short);
    case 'i': case 'I': return sizeof(int);
    case 'l': case 'L': return sizeof(long);
    #ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    #endif
    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
    case 'O': case 'P': return sizeof(void*);
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, int is_complex) {
  CYTHON_UNUSED_VAR(is_complex);
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
/* These are for computing the padding at the end of the struct to align
   on the first member of the struct. This will probably the same as above,
   but we don't have any guarantees.
 */
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, int is_complex) {
  CYTHON_UNUSED_VAR(is_complex);
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
  switch (ch) {
    case 'c':
        return 'H';
    case 'b': case 'h': case 'i':
    case 'l': case 'q': case 's': case 'p':
        return 'I';
    case '?': case 'B': case 'H': case 'I': case 'L': case 'Q':
        return 'U';
    case 'f': case 'd': case 'g':
        return (is_complex ? 'C' : 'R');
    case 'O':
        return 'O';
    case 'P':
        return 'P';
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
    const char* expected;
    const char* quote;
    if (ctx->head == NULL) {
      expected = "end";
      quote = "";
    } else {
      expected = ctx->head->field->type->name;
      quote = "'";
    }
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected %s%s%s but got %s",
                 quote, expected, quote,
                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
  } else {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_StructField* parent = (ctx->head - 1)->field;
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
                 parent->type->name, field->name);
  }
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
  char group;
  size_t size, offset, arraysize = 1;
  if (ctx->enc_type == 0) return 0;
  if (ctx->head->field->type->arraysize[0]) {
    int i, ndim = 0;
    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
        ndim = 1;
        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
            PyErr_Format(PyExc_ValueError,
                         "Expected a dimension of size %zu, got %zu",
                         ctx->head->field->type->arraysize[0], ctx->enc_count);
            return -1;
        }
    }
    if (!ctx->is_valid_array) {
      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
                   ctx->head->field->type->ndim, ndim);
      return -1;
    }
    for (i = 0; i < ctx->head->field->type->ndim; i++) {
      arraysize *= ctx->head->field->type->arraysize[i];
    }
    ctx->is_valid_array = 0;
    ctx->enc_count = 1;
  }
  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
  do {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_TypeInfo* type = field->type;
    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
      if (ctx->struct_alignment == 0)
          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
                                                                 ctx->is_complex);
    }
    if (type->size != size || type->typegroup != group) {
      if (type->typegroup == 'C' && type->fields != NULL) {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        ++ctx->head;
        ctx->head->field = type->fields;
        ctx->head->parent_offset = parent_offset;
        continue;
      }
      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
      } else {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
      }
    }
    offset = ctx->head->parent_offset + field->offset;
    if (ctx->fmt_offset != offset) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
      return -1;
    }
    ctx->fmt_offset += size;
    if (arraysize)
      ctx->fmt_offset += (arraysize - 1) * size;
    --ctx->enc_count;
    while (1) {
      if (field == &ctx->root) {
        ctx->head = NULL;
        if (ctx->enc_count != 0) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
        }
        break;
      }
      ctx->head->field = ++field;
      if (field->type == NULL) {
        --ctx->head;
        field = ctx->head->field;
        continue;
      } else if (field->type->typegroup == 'S') {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        if (field->type->fields->type == NULL) continue;
        field = field->type->fields;
        ++ctx->head;
        ctx->head->field = field;
        ctx->head->parent_offset = parent_offset;
        break;
      } else {
        break;
      }
    }
  } while (ctx->enc_count);
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  return 0;
}
static int
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number, ndim;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return -1;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return -1;
    ndim = ctx->head->field->type->ndim;
    while (*ts && *ts != ')') {
        switch (*ts) {
            case ' ': case '\f': case '\r': case '\n': case '\t': case '\v':  continue;
            default:  break;
        }
        number = __Pyx_BufFmt_ExpectNumber(&ts);
        if (number == -1) return -1;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) {
            PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
            return -1;
        }
        if (*ts != ',' && *ts != ')') {
            PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
            return -1;
        }
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim) {
        PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
        return -1;
    }
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return -1;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return 0;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        return ts;
      case ' ':
      case '\r':
      case '\n':
        ++ts;
        break;
      case '<':
        if (!__Pyx_Is_Little_Endian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_Is_Little_Endian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T':
        {
          const char* ts_after_sub;
          size_t i, struct_count = ctx->new_count;
          size_t struct_alignment = ctx->struct_alignment;
          ctx->new_count = 1;
          ++ts;
          if (*ts != '{') {
            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
            return NULL;
          }
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          ctx->enc_count = 0;
          ctx->struct_alignment = 0;
          ++ts;
          ts_after_sub = ts;
          for (i = 0; i != struct_count; ++i) {
            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
            if (!ts_after_sub) return NULL;
          }
          ts = ts_after_sub;
          if (struct_alignment) ctx->struct_alignment = struct_alignment;
        }
        break;
      case '}':
        {
          size_t alignment = ctx->struct_alignment;
          ++ts;
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          if (alignment && ctx->fmt_offset % alignment) {
            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
          }
        }
        return ts;
      case 'x':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->fmt_offset += ctx->new_count;
        ctx->new_count = 1;
        ctx->enc_count = 0;
        ctx->enc_type = 0;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }
        CYTHON_FALLTHROUGH;
      case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
      case 'l': case 'L': case 'q': case 'Q':
      case 'f': case 'd': case 'g':
      case 'O': case 'p':
        if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) &&
            (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) {
          ctx->enc_count += ctx->new_count;
          ctx->new_count = 1;
          got_Z = 0;
          ++ts;
          break;
        }
        CYTHON_FALLTHROUGH;
      case 's':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->enc_count = ctx->new_count;
        ctx->enc_packmode = ctx->new_packmode;
        ctx->enc_type = *ts;
        ctx->is_complex = got_Z;
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      case '(':
        if (__pyx_buffmt_parse_array(ctx, &ts) < 0) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}

/* BufferGetAndValidate */
  static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (unlikely(info->buf == NULL)) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}
static void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}
static int __Pyx__GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  buf->buf = NULL;
  if (unlikely(__Pyx_GetBuffer(obj, buf, flags) == -1)) {
    __Pyx_ZeroBuffer(buf);
    return -1;
  }
  if (unlikely(buf->ndim != nd)) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if (unlikely((size_t)buf->itemsize != dtype->size)) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_SafeReleaseBuffer(buf);
  return -1;
}

/* BufferFallbackError */
  static void __Pyx_RaiseBufferFallbackError(void) {
  PyErr_SetString(PyExc_ValueError,
     "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
}

/* BufferIndexError */
  static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

/* DictGetItem */
  #if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
    PyObject *value;
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (!PyErr_Occurred()) {
            if (unlikely(PyTuple_Check(key))) {
                PyObject* args = PyTuple_Pack(1, key);
                if (likely(args)) {
                    PyErr_SetObject(PyExc_KeyError, args);
                    Py_DECREF(args);
                }
            } else {
                PyErr_SetObject(PyExc_KeyError, key);
            }
        }
        return NULL;
    }
    Py_INCREF(value);
    return value;
}
#endif

/* IterFinish */
  static CYTHON_INLINE int __Pyx_IterFinish(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    PyObject* 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;
}

/* PyObjectCallNoArg */
  static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
    PyObject *arg = 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))
#elif PY_MAJOR_VERSION >= 3
        #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
#else
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr)))
        #endif
#endif
        {
            meth_found = 1;
        } else {
            f = Py_TYPE(descr)->tp_descr_get;
            if (f != NULL && PyDescr_IsData(descr)) {
                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
                Py_DECREF(descr);
                goto try_unpack;
            }
        }
    }
    dictptr = _PyObject_GetDictPtr(obj);
    if (dictptr != NULL && (dict = *dictptr) != NULL) {
        Py_INCREF(dict);
        attr = __Pyx_PyDict_GetItemStr(dict, name);
        if (attr != NULL) {
            Py_INCREF(attr);
            Py_DECREF(dict);
            Py_XDECREF(descr);
            goto try_unpack;
        }
        Py_DECREF(dict);
    }
    if (meth_found) {
        *method = descr;
        return 1;
    }
    if (f != NULL) {
        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
        Py_DECREF(descr);
        goto try_unpack;
    }
    if (likely(descr != NULL)) {
        *method = descr;
        return 0;
    }
    type_name = __Pyx_PyType_GetName(tp);
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'",
                 type_name, name);
#else
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%.400s'",
                 type_name, PyString_AS_STRING(name));
#endif
    __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;
}

/* 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();
}

/* UnpackTupleError */
  static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
    if (t == Py_None) {
      __Pyx_RaiseNoneNotIterableError();
    } else if (PyTuple_GET_SIZE(t) < index) {
      __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
    } else {
      __Pyx_RaiseTooManyValuesError(index);
    }
}

/* UnpackTuple2 */
  static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
        PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) {
    PyObject *value1 = NULL, *value2 = NULL;
#if CYTHON_COMPILING_IN_PYPY
    value1 = PySequence_ITEM(tuple, 0);  if (unlikely(!value1)) goto bad;
    value2 = PySequence_ITEM(tuple, 1);  if (unlikely(!value2)) goto bad;
#else
    value1 = PyTuple_GET_ITEM(tuple, 0);  Py_INCREF(value1);
    value2 = PyTuple_GET_ITEM(tuple, 1);  Py_INCREF(value2);
#endif
    if (decref_tuple) {
        Py_DECREF(tuple);
    }
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
#if CYTHON_COMPILING_IN_PYPY
bad:
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
#endif
}
static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
                                       int has_known_size, int decref_tuple) {
    Py_ssize_t index;
    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
    iternextfunc iternext;
    iter = PyObject_GetIter(tuple);
    if (unlikely(!iter)) goto bad;
    if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
    iternext = __Pyx_PyObject_GetIterNextFunc(iter);
    value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
    value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
    if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
    Py_DECREF(iter);
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
unpacking_failed:
    if (!has_known_size && __Pyx_IterFinish() == 0)
        __Pyx_RaiseNeedMoreValuesError(index);
bad:
    Py_XDECREF(iter);
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
}

/* dict_iter */
  static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_source_is_dict) {
    is_dict = is_dict || likely(PyDict_CheckExact(iterable));
    *p_source_is_dict = is_dict;
    if (is_dict) {
#if !CYTHON_COMPILING_IN_PYPY
        *p_orig_length = PyDict_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
#elif PY_MAJOR_VERSION >= 3
        static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL;
        PyObject **pp = NULL;
        if (method_name) {
            const char *name = PyUnicode_AsUTF8(method_name);
            if (strcmp(name, "iteritems") == 0) pp = &py_items;
            else if (strcmp(name, "iterkeys") == 0) pp = &py_keys;
            else if (strcmp(name, "itervalues") == 0) pp = &py_values;
            if (pp) {
                if (!*pp) {
                    *pp = PyUnicode_FromString(name + 4);
                    if (!*pp)
                        return NULL;
                }
                method_name = *pp;
            }
        }
#endif
    }
    *p_orig_length = 0;
    if (method_name) {
        PyObject* iter;
        iterable = __Pyx_PyObject_CallMethod0(iterable, method_name);
        if (!iterable)
            return NULL;
#if !CYTHON_COMPILING_IN_PYPY
        if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
            return iterable;
#endif
        iter = PyObject_GetIter(iterable);
        Py_DECREF(iterable);
        return iter;
    }
    return PyObject_GetIter(iterable);
}
static CYTHON_INLINE int __Pyx_dict_iter_next(
        PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos,
        PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
    PyObject* next_item;
#if !CYTHON_COMPILING_IN_PYPY
    if (source_is_dict) {
        PyObject *key, *value;
        if (unlikely(orig_length != PyDict_Size(iter_obj))) {
            PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
            return -1;
        }
        if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
            return 0;
        }
        if (pitem) {
            PyObject* tuple = PyTuple_New(2);
            if (unlikely(!tuple)) {
                return -1;
            }
            Py_INCREF(key);
            Py_INCREF(value);
            PyTuple_SET_ITEM(tuple, 0, key);
            PyTuple_SET_ITEM(tuple, 1, value);
            *pitem = tuple;
        } else {
            if (pkey) {
                Py_INCREF(key);
                *pkey = key;
            }
            if (pvalue) {
                Py_INCREF(value);
                *pvalue = value;
            }
        }
        return 1;
    } else if (PyTuple_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyTuple_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else if (PyList_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyList_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else
#endif
    {
        next_item = PyIter_Next(iter_obj);
        if (unlikely(!next_item)) {
            return __Pyx_IterFinish();
        }
    }
    if (pitem) {
        *pitem = next_item;
    } else if (pkey && pvalue) {
        if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
            return -1;
    } else if (pkey) {
        *pkey = next_item;
    } else {
        *pvalue = next_item;
    }
    return 1;
}

/* UnpackUnboundCMethod */
  static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *args, PyObject *kwargs) {
    PyObject *selfless_args = PyTuple_GetSlice(args, 1, PyTuple_Size(args));
    if (unlikely(!selfless_args)) return NULL;
    PyObject *result = PyObject_Call(method, selfless_args, kwargs);
    Py_DECREF(selfless_args);
    return result;
}
static PyMethodDef __Pyx_UnboundCMethod_Def = {
     "CythonUnboundCMethod",
     __PYX_REINTERPRET_FUNCION(PyCFunction, __Pyx_SelflessCall),
     METH_VARARGS | METH_KEYWORDS,
     NULL
};
static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) {
    PyObject *method;
    method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name);
    if (unlikely(!method))
        return -1;
    target->method = method;
#if CYTHON_COMPILING_IN_CPYTHON
    #if PY_MAJOR_VERSION >= 3
    if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type)))
    #else
    if (likely(!PyCFunction_Check(method)))
    #endif
    {
        PyMethodDescrObject *descr = (PyMethodDescrObject*) method;
        target->func = descr->d_method->ml_meth;
        target->flag = descr->d_method->ml_flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_STACKLESS);
    } else
#endif
#if defined(CYTHON_COMPILING_IN_PYPY)
#elif PY_VERSION_HEX >= 0x03090000
    if (PyCFunction_CheckExact(method))
#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);
            target->method = unbound_method;
        }
    }
    return 0;
}

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

/* py_dict_values */
  static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d) {
    if (PY_MAJOR_VERSION >= 3)
        return __Pyx_CallUnboundCMethod0(&__pyx_umethod_PyDict_Type_values, d);
    else
        return PyDict_Values(d);
}

/* UnicodeAsUCS4 */
  static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject* x) {
   Py_ssize_t length;
   #if CYTHON_PEP393_ENABLED
   length = PyUnicode_GET_LENGTH(x);
   if (likely(length == 1)) {
       return PyUnicode_READ_CHAR(x, 0);
   }
   #else
   length = PyUnicode_GET_SIZE(x);
   if (likely(length == 1)) {
       return PyUnicode_AS_UNICODE(x)[0];
   }
   #if Py_UNICODE_SIZE == 2
   else if (PyUnicode_GET_SIZE(x) == 2) {
       Py_UCS4 high_val = PyUnicode_AS_UNICODE(x)[0];
       if (high_val >= 0xD800 && high_val <= 0xDBFF) {
           Py_UCS4 low_val = PyUnicode_AS_UNICODE(x)[1];
           if (low_val >= 0xDC00 && low_val <= 0xDFFF) {
               return 0x10000 + (((high_val & ((1<<10)-1)) << 10) | (low_val & ((1<<10)-1)));
           }
       }
   }
   #endif
   #endif
   PyErr_Format(PyExc_ValueError,
                "only single character unicode strings can be converted to Py_UCS4, "
                "got length %" CYTHON_FORMAT_SSIZE_T "d", length);
   return (Py_UCS4)-1;
}

/* object_ord */
  static long __Pyx__PyObject_Ord(PyObject* c) {
    Py_ssize_t size;
    if (PyBytes_Check(c)) {
        size = PyBytes_GET_SIZE(c);
        if (likely(size == 1)) {
            return (unsigned char) PyBytes_AS_STRING(c)[0];
        }
#if PY_MAJOR_VERSION < 3
    } else if (PyUnicode_Check(c)) {
        return (long)__Pyx_PyUnicode_AsPy_UCS4(c);
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    } else if (PyByteArray_Check(c)) {
        size = PyByteArray_GET_SIZE(c);
        if (likely(size == 1)) {
            return (unsigned char) PyByteArray_AS_STRING(c)[0];
        }
#endif
    } else {
        __Pyx_TypeName c_type_name = __Pyx_PyType_GetName(Py_TYPE(c));
        PyErr_Format(PyExc_TypeError,
            "ord() expected string of length 1, but " __Pyx_FMT_TYPENAME " found",
            c_type_name);
        __Pyx_DECREF_TypeName(c_type_name);
        return (long)(Py_UCS4)-1;
    }
    PyErr_Format(PyExc_TypeError,
        "ord() expected a character, but string of length %zd found", size);
    return (long)(Py_UCS4)-1;
}

/* memoryview_get_from_buffer */
  #if !CYTHON_COMPILING_IN_LIMITED_API || CYTHON_LIMITED_API >= 0x030b0000
#else
static Py_ssize_t __Pyx_PyMemoryView_Get_itemsize(PyObject *obj) {
    Py_ssize_t result;
    PyObject *attr = PyObject_GetAttr(obj, __pyx_n_s_itemsize);
    if (!attr) {
        goto bad;
    }
    result = PyLong_AsSsize_t(attr);
    Py_DECREF(attr);
    return result;
    bad:
    Py_XDECREF(attr);
    return -1;
}
#endif

/* memoryview_get_from_buffer */
  #if !CYTHON_COMPILING_IN_LIMITED_API || CYTHON_LIMITED_API >= 0x030b0000
#else
static int __Pyx_PyMemoryView_Get_ndim(PyObject *obj) {
    int result;
    PyObject *attr = PyObject_GetAttr(obj, __pyx_n_s_ndim);
    if (!attr) {
        goto bad;
    }
    result = PyLong_AsLong(attr);
    Py_DECREF(attr);
    return result;
    bad:
    Py_XDECREF(attr);
    return -1;
}
#endif

/* PyObject_GenericGetAttrNoDict */
  #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
    __Pyx_TypeName type_name = __Pyx_PyType_GetName(tp);
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'",
                 type_name, attr_name);
#else
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%.400s'",
                 type_name, PyString_AS_STRING(attr_name));
#endif
    __Pyx_DECREF_TypeName(type_name);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
    PyObject *descr;
    PyTypeObject *tp = Py_TYPE(obj);
    if (unlikely(!PyString_Check(attr_name))) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    assert(!tp->tp_dictoffset);
    descr = _PyType_Lookup(tp, attr_name);
    if (unlikely(!descr)) {
        return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
    }
    Py_INCREF(descr);
    #if PY_MAJOR_VERSION < 3
    if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
    #endif
    {
        descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
        if (unlikely(f)) {
            PyObject *res = f(descr, obj, (PyObject *)tp);
            Py_DECREF(descr);
            return res;
        }
    }
    return descr;
}
#endif

/* PyObject_GenericGetAttr */
  #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
    if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
}
#endif

/* FixUpExtensionType */
  #if CYTHON_USE_TYPE_SPECS
static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) {
#if PY_VERSION_HEX > 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    CYTHON_UNUSED_VAR(spec);
    CYTHON_UNUSED_VAR(type);
#else
    const PyType_Slot *slot = spec->slots;
    while (slot && slot->slot && slot->slot != Py_tp_members)
        slot++;
    if (slot && slot->slot == Py_tp_members) {
        int changed = 0;
#if !(PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON)
        const
#endif
            PyMemberDef *memb = (PyMemberDef*) slot->pfunc;
        while (memb && memb->name) {
            if (memb->name[0] == '_' && memb->name[1] == '_') {
#if PY_VERSION_HEX < 0x030900b1
                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
#else
                if ((0));
#endif
#if PY_VERSION_HEX <= 0x030900b1 && CYTHON_COMPILING_IN_CPYTHON
                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;
                    if (unlikely(PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr) < 0)) {
                        Py_DECREF(descr);
                        return -1;
                    }
                    Py_DECREF(descr);
                    changed = 1;
                }
#endif
            }
            memb++;
        }
        if (changed)
            PyType_Modified(type);
    }
#endif
    return 0;
}
#endif

/* 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_MACROS
    n = PyTuple_GET_SIZE(bases);
#else
    n = PyTuple_Size(bases);
    if (n < 0) return -1;
#endif
    for (i = 1; i < n; i++)
    {
#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
        PyTypeObject *b;
#if PY_MAJOR_VERSION < 3
        if (PyClass_Check(b0))
        {
            PyErr_Format(PyExc_TypeError, "base class '%.200s' is an old-style class",
                         PyString_AS_STRING(((PyClassObject*)b0)->cl_name));
#if CYTHON_AVOID_BORROWED_REFS
            Py_DECREF(b0);
#endif
            return -1;
        }
#endif
        b = (PyTypeObject*) b0;
        if (!__Pyx_PyType_HasFeature(b, Py_TPFLAGS_HEAPTYPE))
        {
            __Pyx_TypeName b_name = __Pyx_PyType_GetName(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 !CYTHON_USE_TYPE_SLOTS
        if (dictoffset == 0) {
            PyErr_Format(PyExc_TypeError,
                "extension type '%s.200s': "
                "unable to validate whether bases have a __dict__ "
                "when CYTHON_USE_TYPE_SLOTS is off "
                "(likely because you are building in the limited API). "
                "Therefore, all extension types with multiple bases "
                "must add 'cdef dict __dict__' in this compilation mode",
                type_name);
#if CYTHON_AVOID_BORROWED_REFS
            Py_DECREF(b0);
#endif
            return -1;
        }
#else
        if (dictoffset == 0 && b->tp_dictoffset)
        {
            __Pyx_TypeName b_name = __Pyx_PyType_GetName(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_AVOID_BORROWED_REFS
            Py_DECREF(b0);
#endif
            return -1;
        }
#endif
#if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(b0);
#endif
    }
    return 0;
}
#endif

/* PyType_Ready */
  static int __Pyx_PyType_Ready(PyTypeObject *t) {
#if CYTHON_USE_TYPE_SPECS || !(CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API) || 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;
    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 PY_VERSION_HEX >= 0x03050000 && !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 PY_VERSION_HEX >= 0x030700a1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM+0 >= 0x07030400)
        gc = PyImport_GetModule(__pyx_kp_u_gc);
        #endif
        if (unlikely(!gc)) gc = PyImport_Import(__pyx_kp_u_gc);
        if (unlikely(!gc)) return -1;
        py_status = __Pyx_PyObject_CallMethod0(gc, __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_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 PY_VERSION_HEX >= 0x03050000 && !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_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_n_s_pyx_vtable, ob) < 0))
#else
    if (unlikely(PyDict_SetItem(type->tp_dict, __pyx_n_s_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_n_s_pyx_vtable);
#else
    PyObject *ob = PyObject_GetItem(type->tp_dict, __pyx_n_s_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 */
  #if !CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_MergeVtables(PyTypeObject *type) {
    int i;
    void** base_vtables;
    __Pyx_TypeName tp_base_name;
    __Pyx_TypeName base_name;
    void* unknown = (void*)-1;
    PyObject* bases = type->tp_bases;
    int base_depth = 0;
    {
        PyTypeObject* base = type->tp_base;
        while (base) {
            base_depth += 1;
            base = base->tp_base;
        }
    }
    base_vtables = (void**) malloc(sizeof(void*) * (size_t)(base_depth + 1));
    base_vtables[0] = unknown;
    for (i = 1; i < PyTuple_GET_SIZE(bases); i++) {
        void* base_vtable = __Pyx_GetVtable(((PyTypeObject*)PyTuple_GET_ITEM(bases, i)));
        if (base_vtable != NULL) {
            int j;
            PyTypeObject* base = type->tp_base;
            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 = base->tp_base;
            }
        }
    }
    PyErr_Clear();
    free(base_vtables);
    return 0;
bad:
    tp_base_name = __Pyx_PyType_GetName(type->tp_base);
    base_name = __Pyx_PyType_GetName((PyTypeObject*)PyTuple_GET_ITEM(bases, i));
    PyErr_Format(PyExc_TypeError,
        "multiple bases have vtable conflict: '" __Pyx_FMT_TYPENAME "' and '" __Pyx_FMT_TYPENAME "'", tp_base_name, base_name);
    __Pyx_DECREF_TypeName(tp_base_name);
    __Pyx_DECREF_TypeName(base_name);
    free(base_vtables);
    return -1;
}
#endif

/* SetupReduce */
  #if !CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStrNoError(meth, __pyx_n_s_name_2);
  if (likely(name_attr)) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (unlikely(ret < 0)) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject *object_reduce = NULL;
    PyObject *object_getstate = NULL;
    PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
    PyObject *getstate = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate);
#else
    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_getstate);
    if (!getstate && PyErr_Occurred()) {
        goto __PYX_BAD;
    }
#endif
    if (getstate) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_getstate);
#else
        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_n_s_getstate);
        if (!object_getstate && PyErr_Occurred()) {
            goto __PYX_BAD;
        }
#endif
        if (object_getstate != getstate) {
            goto __PYX_GOOD;
        }
    }
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
            if (likely(reduce_cython)) {
                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
            } else if (reduce == object_reduce || PyErr_Occurred()) {
                goto __PYX_BAD;
            }
            setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
                if (likely(setstate_cython)) {
                    ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                    ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                } else if (!setstate || PyErr_Occurred()) {
                    goto __PYX_BAD;
                }
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto __PYX_GOOD;
__PYX_BAD:
    if (!PyErr_Occurred()) {
        __Pyx_TypeName type_obj_name =
            __Pyx_PyType_GetName((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;
}
#endif

/* TypeImport */
  #ifndef __PYX_HAVE_RT_ImportType_3_0_2
#define __PYX_HAVE_RT_ImportType_3_0_2
static PyTypeObject *__Pyx_ImportType_3_0_2(PyObject *module, const char *module_name, const char *class_name,
    size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_2 check_size)
{
    PyObject *result = 0;
    char warning[200];
    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
    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_0_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_0_2 && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(result);
    return NULL;
}
#endif

/* FetchSharedCythonModule */
  static PyObject *__Pyx_FetchSharedCythonABIModule(void) {
    PyObject *abi_module = PyImport_AddModule((char*) __PYX_ABI_MODULE_NAME);
    if (unlikely(!abi_module)) return NULL;
    Py_INCREF(abi_module);
    return abi_module;
}

/* FetchCommonType */
  static int __Pyx_VerifyCachedType(PyObject *cached_type,
                               const char *name,
                               Py_ssize_t basicsize,
                               Py_ssize_t expected_basicsize) {
    if (!PyType_Check(cached_type)) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s is not a type object", name);
        return -1;
    }
    if (basicsize != expected_basicsize) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s has the wrong size, try recompiling",
            name);
        return -1;
    }
    return 0;
}
#if !CYTHON_USE_TYPE_SPECS
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* abi_module;
    const char* object_name;
    PyTypeObject *cached_type = NULL;
    abi_module = __Pyx_FetchSharedCythonABIModule();
    if (!abi_module) return NULL;
    object_name = strrchr(type->tp_name, '.');
    object_name = object_name ? object_name+1 : type->tp_name;
    cached_type = (PyTypeObject*) PyObject_GetAttrString(abi_module, object_name);
    if (cached_type) {
        if (__Pyx_VerifyCachedType(
              (PyObject *)cached_type,
              object_name,
              cached_type->tp_basicsize,
              type->tp_basicsize) < 0) {
            goto bad;
        }
        goto done;
    }
    if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
    PyErr_Clear();
    if (PyType_Ready(type) < 0) goto bad;
    if (PyObject_SetAttrString(abi_module, object_name, (PyObject *)type) < 0)
        goto bad;
    Py_INCREF(type);
    cached_type = type;
done:
    Py_DECREF(abi_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}
#else
static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases) {
    PyObject *abi_module, *cached_type = NULL;
    const char* object_name = strrchr(spec->name, '.');
    object_name = object_name ? object_name+1 : spec->name;
    abi_module = __Pyx_FetchSharedCythonABIModule();
    if (!abi_module) return NULL;
    cached_type = PyObject_GetAttrString(abi_module, object_name);
    if (cached_type) {
        Py_ssize_t basicsize;
#if CYTHON_COMPILING_IN_LIMITED_API
        PyObject *py_basicsize;
        py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__");
        if (unlikely(!py_basicsize)) goto bad;
        basicsize = PyLong_AsSsize_t(py_basicsize);
        Py_DECREF(py_basicsize);
        py_basicsize = 0;
        if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
#else
        basicsize = likely(PyType_Check(cached_type)) ? ((PyTypeObject*) cached_type)->tp_basicsize : -1;
#endif
        if (__Pyx_VerifyCachedType(
              cached_type,
              object_name,
              basicsize,
              spec->basicsize) < 0) {
            goto bad;
        }
        goto done;
    }
    if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
    PyErr_Clear();
    CYTHON_UNUSED_VAR(module);
    cached_type = __Pyx_PyType_FromModuleAndSpec(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;
    if (PyObject_SetAttrString(abi_module, object_name, cached_type) < 0) goto bad;
done:
    Py_DECREF(abi_module);
    assert(cached_type == NULL || PyType_Check(cached_type));
    return (PyTypeObject *) cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}
#endif

/* PyVectorcallFastCallDict */
  #if CYTHON_METH_FASTCALL
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;
    Py_ssize_t nkw = PyDict_GET_SIZE(kw);
    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 &= Py_TYPE(key)->tp_flags;
        Py_INCREF(key);
        Py_INCREF(value);
        PyTuple_SET_ITEM(kwnames, i, key);
        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)
{
    if (likely(kw == NULL) || PyDict_GET_SIZE(kw) == 0) {
        return vc(func, args, nargs, NULL);
    }
    return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw);
}
#endif

/* CythonFunctionShared */
  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(__pyx_CyFunctionObject *op, void *closure)
{
    CYTHON_UNUSED_VAR(closure);
    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) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
#endif
            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 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_Py_XDECREF_SET(op->func_doc, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(op->func_name == NULL)) {
#if CYTHON_COMPILING_IN_LIMITED_API
        op->func_name = PyObject_GetAttrString(op->func, "__name__");
#elif PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
#else
        op->func_name = PyString_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 int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->func_name, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    Py_INCREF(value);
    __Pyx_Py_XDECREF_SET(op->func_qualname, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
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_Py_XDECREF_SET(op->func_dict, value);
    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_Py_XDECREF_SET(op->defaults_tuple, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result = op->defaults_tuple;
    CYTHON_UNUSED_VAR(context);
    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 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_Py_XDECREF_SET(op->defaults_kwdict, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result = op->defaults_kwdict;
    CYTHON_UNUSED_VAR(context);
    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 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_Py_XDECREF_SET(op->func_annotations, value);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result = op->func_annotations;
    CYTHON_UNUSED_VAR(context);
    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_is_coroutine(__pyx_CyFunctionObject *op, void *context) {
    int is_coroutine;
    CYTHON_UNUSED_VAR(context);
    if (op->func_is_coroutine) {
        return __Pyx_NewRef(op->func_is_coroutine);
    }
    is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE;
#if PY_VERSION_HEX >= 0x03050000
    if (is_coroutine) {
        PyObject *module, *fromlist, *marker = __pyx_n_s_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_n_s_asyncio_coroutines, NULL, NULL, fromlist, 0);
        Py_DECREF(fromlist);
        if (unlikely(!module)) goto ignore;
        op->func_is_coroutine = __Pyx_PyObject_GetAttrStr(module, marker);
        Py_DECREF(module);
        if (likely(op->func_is_coroutine)) {
            return __Pyx_NewRef(op->func_is_coroutine);
        }
ignore:
        PyErr_Clear();
    }
#endif
    op->func_is_coroutine = __Pyx_PyBool_FromLong(is_coroutine);
    return __Pyx_NewRef(op->func_is_coroutine);
}
#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[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {(char *) "_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
    {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0},
#endif
#if CYTHON_USE_TYPE_SPECS
    {(char *) "__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0},
#if CYTHON_METH_FASTCALL
#if CYTHON_BACKPORT_VECTORCALL
    {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0},
#else
#if !CYTHON_COMPILING_IN_LIMITED_API
    {(char *) "__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0},
#endif
#endif
#endif
#if PY_VERSION_HEX < 0x030500A0 || CYTHON_COMPILING_IN_LIMITED_API
    {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0},
#else
    {(char *) "__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)
{
    CYTHON_UNUSED_VAR(args);
#if PY_MAJOR_VERSION >= 3
    Py_INCREF(m->func_qualname);
    return m->func_qualname;
#else
    return PyString_FromString(((PyCFunctionObject*)m)->m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0 || 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_pyobjects = 0;
    op->defaults_size = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    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);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyObject_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    __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)
{
    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);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
#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);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *f = ((__pyx_CyFunctionObject*)func)->func;
    PyObject *py_name = NULL;
    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*)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
#if CYTHON_ASSUME_SAFE_MACROS
            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);
#if CYTHON_COMPILING_IN_LIMITED_API
            py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
            if (!py_name) return NULL;
            PyErr_Format(PyExc_TypeError,
                "%.200S() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                py_name, size);
            Py_DECREF(py_name);
#else
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
#endif
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
#if CYTHON_ASSUME_SAFE_MACROS
            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;
            }
#if CYTHON_COMPILING_IN_LIMITED_API
            py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
            if (!py_name) return NULL;
            PyErr_Format(PyExc_TypeError,
                "%.200S() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                py_name, size);
            Py_DECREF(py_name);
#else
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
#endif
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
        return NULL;
    }
#if CYTHON_COMPILING_IN_LIMITED_API
    py_name = __Pyx_CyFunction_get_name((__pyx_CyFunctionObject*)func, NULL);
    if (!py_name) return NULL;
    PyErr_Format(PyExc_TypeError, "%.200S() takes no keyword arguments",
                 py_name);
    Py_DECREF(py_name);
#else
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
#endif
    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
     __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc);
    if (vc) {
#if CYTHON_ASSUME_SAFE_MACROS
        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_MACROS
        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);
#if PY_MAJOR_VERSION > 2
            PyErr_Format(PyExc_TypeError,
                         "unbound method %.200S() needs an argument",
                         cyfunc->func_qualname);
#else
            PyErr_SetString(PyExc_TypeError,
                            "unbound method needs an argument");
#endif
            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
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)) {
            PyErr_Format(PyExc_TypeError, "%.200s() needs an argument",
                         ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
            return -1;
        }
        ret = 1;
    }
    if (unlikely(kwnames) && unlikely(PyTuple_GET_SIZE(kwnames))) {
        PyErr_Format(PyExc_TypeError,
                     "%.200s() takes no keyword arguments", ((PyCFunctionObject*)cyfunc)->m_ml->ml_name);
        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;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    PyObject *self;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    if (unlikely(nargs != 0)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
            def->ml_name, nargs);
        return NULL;
    }
    return def->ml_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;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    PyObject *self;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    if (unlikely(nargs != 1)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
            def->ml_name, nargs);
        return NULL;
    }
    return def->ml_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;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
#if CYTHON_BACKPORT_VECTORCALL
    Py_ssize_t nargs = (Py_ssize_t)nargsf;
#else
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
#endif
    PyObject *self;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    return ((_PyCFunctionFastWithKeywords)(void(*)(void))def->ml_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;
    PyMethodDef* def = ((PyCFunctionObject*)cyfunc)->m_ml;
    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;
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
        self = ((PyCFunctionObject*)cyfunc)->m_self;
        break;
    default:
        return NULL;
    }
    return ((__Pyx_PyCMethod)(void(*)(void))def->ml_meth)(self, cls, args, (size_t)nargs, kwnames);
}
#endif
#if CYTHON_USE_TYPE_SPECS
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 (defined(_Py_TPFLAGS_HAVE_VECTORCALL) && CYTHON_METH_FASTCALL)
    _Py_TPFLAGS_HAVE_VECTORCALL |
#endif
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    __pyx_CyFunctionType_slots
};
#else
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
#if !CYTHON_METH_FASTCALL
    0,
#elif CYTHON_BACKPORT_VECTORCALL
    (printfunc)offsetof(__pyx_CyFunctionObject, func_vectorcall),
#else
    offsetof(PyCFunctionObject, vectorcall),
#endif
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_CallAsMethod,
    0,
    0,
    0,
    0,
#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
    Py_TPFLAGS_METHOD_DESCRIPTOR |
#endif
#if defined(_Py_TPFLAGS_HAVE_VECTORCALL) && CYTHON_METH_FASTCALL
    _Py_TPFLAGS_HAVE_VECTORCALL |
#endif
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_PyMethod_New,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if __PYX_NEED_TP_PRINT_SLOT
    0,
#endif
#if PY_VERSION_HEX >= 0x030C0000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
    0,
#endif
};
#endif
static int __pyx_CyFunction_init(PyObject *module) {
#if CYTHON_USE_TYPE_SPECS
    __pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec(module, &__pyx_CyFunctionType_spec, NULL);
#else
    CYTHON_UNUSED_VAR(module);
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
#endif
    if (unlikely(__pyx_CyFunctionType == NULL)) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyObject_Malloc(size);
    if (unlikely(!m->defaults))
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    m->defaults_size = size;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

/* CythonFunction */
  static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    PyObject *op = __Pyx_CyFunction_Init(
        PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
        ml, flags, qualname, closure, module, globals, code
    );
    if (likely(op)) {
        PyObject_GC_Track(op);
    }
    return op;
}

/* FusedFunction */
  static PyObject *
__pyx_FusedFunction_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_FusedFunctionType),
        ml, flags, qualname, closure, module, globals, code
    );
    if (likely(op)) {
        __pyx_FusedFunctionObject *fusedfunc = (__pyx_FusedFunctionObject *) op;
        fusedfunc->__signatures__ = NULL;
        fusedfunc->self = NULL;
        PyObject_GC_Track(op);
    }
    return op;
}
static void
__pyx_FusedFunction_dealloc(__pyx_FusedFunctionObject *self)
{
    PyObject_GC_UnTrack(self);
    Py_CLEAR(self->self);
    Py_CLEAR(self->__signatures__);
    __Pyx__CyFunction_dealloc((__pyx_CyFunctionObject *) self);
}
static int
__pyx_FusedFunction_traverse(__pyx_FusedFunctionObject *self,
                             visitproc visit,
                             void *arg)
{
    Py_VISIT(self->self);
    Py_VISIT(self->__signatures__);
    return __Pyx_CyFunction_traverse((__pyx_CyFunctionObject *) self, visit, arg);
}
static int
__pyx_FusedFunction_clear(__pyx_FusedFunctionObject *self)
{
    Py_CLEAR(self->self);
    Py_CLEAR(self->__signatures__);
    return __Pyx_CyFunction_clear((__pyx_CyFunctionObject *) self);
}
static PyObject *
__pyx_FusedFunction_descr_get(PyObject *self, PyObject *obj, PyObject *type)
{
    __pyx_FusedFunctionObject *func, *meth;
    func = (__pyx_FusedFunctionObject *) self;
    if (func->self || func->func.flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(self);
        return self;
    }
    if (obj == Py_None)
        obj = NULL;
    if (func->func.flags & __Pyx_CYFUNCTION_CLASSMETHOD)
        obj = type;
    if (obj == NULL) {
        Py_INCREF(self);
        return self;
    }
    meth = (__pyx_FusedFunctionObject *) __pyx_FusedFunction_New(
                    ((PyCFunctionObject *) func)->m_ml,
                    ((__pyx_CyFunctionObject *) func)->flags,
                    ((__pyx_CyFunctionObject *) func)->func_qualname,
                    ((__pyx_CyFunctionObject *) func)->func_closure,
                    ((PyCFunctionObject *) func)->m_module,
                    ((__pyx_CyFunctionObject *) func)->func_globals,
                    ((__pyx_CyFunctionObject *) func)->func_code);
    if (unlikely(!meth))
        return NULL;
    if (func->func.defaults) {
        PyObject **pydefaults;
        int i;
        if (unlikely(!__Pyx_CyFunction_InitDefaults(
                (PyObject*)meth,
                func->func.defaults_size,
                func->func.defaults_pyobjects))) {
            Py_XDECREF((PyObject*)meth);
            return NULL;
        }
        memcpy(meth->func.defaults, func->func.defaults, func->func.defaults_size);
        pydefaults = __Pyx_CyFunction_Defaults(PyObject *, meth);
        for (i = 0; i < meth->func.defaults_pyobjects; i++)
            Py_XINCREF(pydefaults[i]);
    }
    __Pyx_CyFunction_SetClassObj(meth, __Pyx_CyFunction_GetClassObj(func));
    Py_XINCREF(func->__signatures__);
    meth->__signatures__ = func->__signatures__;
    Py_XINCREF(func->func.defaults_tuple);
    meth->func.defaults_tuple = func->func.defaults_tuple;
    Py_XINCREF(obj);
    meth->self = obj;
    return (PyObject *) meth;
}
static PyObject *
_obj_to_string(PyObject *obj)
{
    if (PyUnicode_CheckExact(obj))
        return __Pyx_NewRef(obj);
#if PY_MAJOR_VERSION == 2
    else if (PyString_Check(obj))
        return PyUnicode_FromEncodedObject(obj, NULL, "strict");
#endif
    else if (PyType_Check(obj))
        return PyObject_GetAttr(obj, __pyx_n_s_name_2);
    else
        return PyObject_Unicode(obj);
}
static PyObject *
__pyx_FusedFunction_getitem(__pyx_FusedFunctionObject *self, PyObject *idx)
{
    PyObject *signature = NULL;
    PyObject *unbound_result_func;
    PyObject *result_func = NULL;
    if (unlikely(self->__signatures__ == NULL)) {
        PyErr_SetString(PyExc_TypeError, "Function is not fused");
        return NULL;
    }
    if (PyTuple_Check(idx)) {
        Py_ssize_t n = PyTuple_GET_SIZE(idx);
        PyObject *list = PyList_New(n);
        int i;
        if (unlikely(!list))
            return NULL;
        for (i = 0; i < n; i++) {
            PyObject *string;
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
            PyObject *item = PyTuple_GET_ITEM(idx, i);
#else
            PyObject *item = PySequence_ITEM(idx, i);  if (unlikely(!item)) goto __pyx_err;
#endif
            string = _obj_to_string(item);
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
            Py_DECREF(item);
#endif
            if (unlikely(!string)) goto __pyx_err;
            PyList_SET_ITEM(list, i, string);
        }
        signature = PyUnicode_Join(__pyx_kp_u__13, list);
__pyx_err:;
        Py_DECREF(list);
    } else {
        signature = _obj_to_string(idx);
    }
    if (unlikely(!signature))
        return NULL;
    unbound_result_func = PyObject_GetItem(self->__signatures__, signature);
    if (likely(unbound_result_func)) {
        if (self->self) {
            __pyx_FusedFunctionObject *unbound = (__pyx_FusedFunctionObject *) unbound_result_func;
            __Pyx_CyFunction_SetClassObj(unbound, __Pyx_CyFunction_GetClassObj(self));
            result_func = __pyx_FusedFunction_descr_get(unbound_result_func,
                                                        self->self, self->self);
        } else {
            result_func = unbound_result_func;
            Py_INCREF(result_func);
        }
    }
    Py_DECREF(signature);
    Py_XDECREF(unbound_result_func);
    return result_func;
}
static PyObject *
__pyx_FusedFunction_callfunction(PyObject *func, PyObject *args, PyObject *kw)
{
     __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
    int static_specialized = (cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD &&
                              !((__pyx_FusedFunctionObject *) func)->__signatures__);
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !static_specialized) {
        return __Pyx_CyFunction_CallAsMethod(func, args, kw);
    } else {
        return __Pyx_CyFunction_Call(func, args, kw);
    }
}
static PyObject *
__pyx_FusedFunction_call(PyObject *func, PyObject *args, PyObject *kw)
{
    __pyx_FusedFunctionObject *binding_func = (__pyx_FusedFunctionObject *) func;
    Py_ssize_t argc = PyTuple_GET_SIZE(args);
    PyObject *new_args = NULL;
    __pyx_FusedFunctionObject *new_func = NULL;
    PyObject *result = NULL;
    int is_staticmethod = binding_func->func.flags & __Pyx_CYFUNCTION_STATICMETHOD;
    if (binding_func->self) {
        PyObject *self;
        Py_ssize_t i;
        new_args = PyTuple_New(argc + 1);
        if (unlikely(!new_args))
            return NULL;
        self = binding_func->self;
        Py_INCREF(self);
        PyTuple_SET_ITEM(new_args, 0, self);
        self = NULL;
        for (i = 0; i < argc; i++) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
            PyObject *item = PyTuple_GET_ITEM(args, i);
            Py_INCREF(item);
#else
            PyObject *item = PySequence_ITEM(args, i);  if (unlikely(!item)) goto bad;
#endif
            PyTuple_SET_ITEM(new_args, i + 1, item);
        }
        args = new_args;
    }
    if (binding_func->__signatures__) {
        PyObject *tup;
        if (is_staticmethod && binding_func->func.flags & __Pyx_CYFUNCTION_CCLASS) {
            tup = PyTuple_Pack(3, args,
                               kw == NULL ? Py_None : kw,
                               binding_func->func.defaults_tuple);
            if (unlikely(!tup)) goto bad;
            new_func = (__pyx_FusedFunctionObject *) __Pyx_CyFunction_CallMethod(
                func, binding_func->__signatures__, tup, NULL);
        } else {
            tup = PyTuple_Pack(4, binding_func->__signatures__, args,
                               kw == NULL ? Py_None : kw,
                               binding_func->func.defaults_tuple);
            if (unlikely(!tup)) goto bad;
            new_func = (__pyx_FusedFunctionObject *) __pyx_FusedFunction_callfunction(func, tup, NULL);
        }
        Py_DECREF(tup);
        if (unlikely(!new_func))
            goto bad;
        __Pyx_CyFunction_SetClassObj(new_func, __Pyx_CyFunction_GetClassObj(binding_func));
        func = (PyObject *) new_func;
    }
    result = __pyx_FusedFunction_callfunction(func, args, kw);
bad:
    Py_XDECREF(new_args);
    Py_XDECREF((PyObject *) new_func);
    return result;
}
static PyMemberDef __pyx_FusedFunction_members[] = {
    {(char *) "__signatures__",
     T_OBJECT,
     offsetof(__pyx_FusedFunctionObject, __signatures__),
     READONLY,
     0},
    {(char *) "__self__", T_OBJECT_EX, offsetof(__pyx_FusedFunctionObject, self), READONLY, 0},
    {0, 0, 0, 0, 0},
};
static PyGetSetDef __pyx_FusedFunction_getsets[] = {
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_FusedFunctionType_slots[] = {
    {Py_tp_dealloc, (void *)__pyx_FusedFunction_dealloc},
    {Py_tp_call, (void *)__pyx_FusedFunction_call},
    {Py_tp_traverse, (void *)__pyx_FusedFunction_traverse},
    {Py_tp_clear, (void *)__pyx_FusedFunction_clear},
    {Py_tp_members, (void *)__pyx_FusedFunction_members},
    {Py_tp_getset, (void *)__pyx_FusedFunction_getsets},
    {Py_tp_descr_get, (void *)__pyx_FusedFunction_descr_get},
    {Py_mp_subscript, (void *)__pyx_FusedFunction_getitem},
    {0, 0},
};
static PyType_Spec __pyx_FusedFunctionType_spec = {
    __PYX_TYPE_MODULE_PREFIX "fused_cython_function",
    sizeof(__pyx_FusedFunctionObject),
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    __pyx_FusedFunctionType_slots
};
#else
static PyMappingMethods __pyx_FusedFunction_mapping_methods = {
    0,
    (binaryfunc) __pyx_FusedFunction_getitem,
    0,
};
static PyTypeObject __pyx_FusedFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    __PYX_TYPE_MODULE_PREFIX "fused_cython_function",
    sizeof(__pyx_FusedFunctionObject),
    0,
    (destructor) __pyx_FusedFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    0,
    0,
    0,
    &__pyx_FusedFunction_mapping_methods,
    0,
    (ternaryfunc) __pyx_FusedFunction_call,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    0,
    (traverseproc) __pyx_FusedFunction_traverse,
    (inquiry) __pyx_FusedFunction_clear,
    0,
    0,
    0,
    0,
    0,
    __pyx_FusedFunction_members,
    __pyx_FusedFunction_getsets,
    &__pyx_CyFunctionType_type,
    0,
    __pyx_FusedFunction_descr_get,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if __PYX_NEED_TP_PRINT_SLOT
    0,
#endif
#if PY_VERSION_HEX >= 0x030C0000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
    0,
#endif
};
#endif
static int __pyx_FusedFunction_init(PyObject *module) {
#if CYTHON_USE_TYPE_SPECS
    PyObject *bases = PyTuple_Pack(1, __pyx_CyFunctionType);
    if (unlikely(!bases)) {
        return -1;
    }
    __pyx_FusedFunctionType = __Pyx_FetchCommonTypeFromSpec(module, &__pyx_FusedFunctionType_spec, bases);
    Py_DECREF(bases);
#else
    CYTHON_UNUSED_VAR(module);
    __pyx_FusedFunctionType_type.tp_base = __pyx_CyFunctionType;
    __pyx_FusedFunctionType = __Pyx_FetchCommonType(&__pyx_FusedFunctionType_type);
#endif
    if (unlikely(__pyx_FusedFunctionType == NULL)) {
        return -1;
    }
    return 0;
}

/* CLineInTraceback */
  #ifndef CYTHON_CLINE_IN_TRACEBACK
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_cython_runtime)) {
        return c_line;
    }
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
            use_cline, *cython_runtime_dict,
            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
    } else
#endif
    {
      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStrNoError(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
      if (use_cline_obj) {
        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
        Py_DECREF(use_cline_obj);
      } else {
        PyErr_Clear();
        use_cline = NULL;
      }
    }
    if (!use_cline) {
        c_line = 0;
        (void) PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
    }
    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
        c_line = 0;
    }
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

/* CodeObjectCache */
  #if !CYTHON_COMPILING_IN_LIMITED_API
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = start + (end - start) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}
#endif

/* AddTraceback */
  #include "compile.h"
#include "frameobject.h"
#include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API
  #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;
        result = PyObject_Call(replace, __pyx_empty_tuple, scratch_dict);
        Py_DECREF(replace);
        return result;
    }
    #if __PYX_LIMITED_VERSION_HEX < 0x030780000
    PyErr_Clear();
    {
        PyObject *compiled = NULL, *result = NULL;
        if (unlikely(PyDict_SetItemString(scratch_dict, "code", code))) return NULL;
        if (unlikely(PyDict_SetItemString(scratch_dict, "type", (PyObject*)(&PyType_Type)))) return NULL;
        compiled = Py_CompileString(
            "out = type(code)(\n"
            "  code.co_argcount, code.co_kwonlyargcount, code.co_nlocals, code.co_stacksize,\n"
            "  code.co_flags, code.co_code, code.co_consts, code.co_names,\n"
            "  code.co_varnames, code.co_filename, co_name, co_firstlineno,\n"
            "  code.co_lnotab)\n", "<dummy>", Py_file_input);
        if (!compiled) return NULL;
        result = PyEval_EvalCode(compiled, scratch_dict, scratch_dict);
        Py_DECREF(compiled);
        if (!result) PyErr_Print();
        Py_DECREF(result);
        result = PyDict_GetItemString(scratch_dict, "out");
        if (result) Py_INCREF(result);
        return result;
    }
    #endif
}
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 = 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;
    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 PY_MAJOR_VERSION < 3
    PyObject *py_srcfile = NULL;
    py_srcfile = PyString_FromString(filename);
    if (!py_srcfile) goto bad;
    #endif
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        funcname = PyUnicode_AsUTF8(py_funcname);
        if (!funcname) goto bad;
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        if (!py_funcname) goto bad;
        #endif
    }
    #if PY_MAJOR_VERSION < 3
    py_code = __Pyx_PyCode_New(
        0,
        0,
        0,
        0,
        0,
        0,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    #else
    py_code = PyCode_NewEmpty(filename, funcname, py_line);
    #endif
    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
    return py_code;
bad:
    Py_XDECREF(py_funcname);
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_srcfile);
    #endif
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject *ptype, *pvalue, *ptraceback;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(tstate, c_line);
    }
    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!py_code) {
        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) {
            /* If the code object creation fails, then we should clear the
               fetched exception references and propagate the new exception */
            Py_XDECREF(ptype);
            Py_XDECREF(pvalue);
            Py_XDECREF(ptraceback);
            goto bad;
        }
        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*PyThreadState *tstate,*/
        py_code,           /*PyCodeObject *code,*/
        __pyx_d,    /*PyObject *globals,*/
        0                  /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}
#endif

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    __Pyx_TypeName obj_type_name;
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
        if (__Pyx_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
        if (__Pyx_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags);
    obj_type_name = __Pyx_PyType_GetName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
                 "'" __Pyx_FMT_TYPENAME "' does not have the buffer interface",
                 obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
    if ((0)) {}
    view->obj = NULL;
    Py_DECREF(obj);
}
#endif


  /* MemviewSliceIsContig */
  static int
__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim)
{
    int i, index, step, start;
    Py_ssize_t itemsize = mvs.memview->view.itemsize;
    if (order == 'F') {
        step = 1;
        start = 0;
    } else {
        step = -1;
        start = ndim - 1;
    }
    for (i = 0; i < ndim; i++) {
        index = start + step * i;
        if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize)
            return 0;
        itemsize *= mvs.shape[index];
    }
    return 1;
}

/* OverlappingSlices */
  static void
__pyx_get_array_memory_extents(__Pyx_memviewslice *slice,
                               void **out_start, void **out_end,
                               int ndim, size_t itemsize)
{
    char *start, *end;
    int i;
    start = end = slice->data;
    for (i = 0; i < ndim; i++) {
        Py_ssize_t stride = slice->strides[i];
        Py_ssize_t extent = slice->shape[i];
        if (extent == 0) {
            *out_start = *out_end = start;
            return;
        } else {
            if (stride > 0)
                end += stride * (extent - 1);
            else
                start += stride * (extent - 1);
        }
    }
    *out_start = start;
    *out_end = end + itemsize;
}
static int
__pyx_slices_overlap(__Pyx_memviewslice *slice1,
                     __Pyx_memviewslice *slice2,
                     int ndim, size_t itemsize)
{
    void *start1, *end1, *start2, *end2;
    __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize);
    __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize);
    return (start1 < end2) && (start2 < end1);
}

/* TypeInfoCompare */
  static int
__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b)
{
    int i;
    if (!a || !b)
        return 0;
    if (a == b)
        return 1;
    if (a->size != b->size || a->typegroup != b->typegroup ||
            a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) {
        if (a->typegroup == 'H' || b->typegroup == 'H') {
            return a->size == b->size;
        } else {
            return 0;
        }
    }
    if (a->ndim) {
        for (i = 0; i < a->ndim; i++)
            if (a->arraysize[i] != b->arraysize[i])
                return 0;
    }
    if (a->typegroup == 'S') {
        if (a->flags != b->flags)
            return 0;
        if (a->fields || b->fields) {
            if (!(a->fields && b->fields))
                return 0;
            for (i = 0; a->fields[i].type && b->fields[i].type; i++) {
                __Pyx_StructField *field_a = a->fields + i;
                __Pyx_StructField *field_b = b->fields + i;
                if (field_a->offset != field_b->offset ||
                    !__pyx_typeinfo_cmp(field_a->type, field_b->type))
                    return 0;
            }
            return !a->fields[i].type && !b->fields[i].type;
        }
    }
    return 1;
}

/* MemviewSliceValidateAndInit */
  static int
__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec)
{
    if (buf->shape[dim] <= 1)
        return 1;
    if (buf->strides) {
        if (spec & __Pyx_MEMVIEW_CONTIG) {
            if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) {
                if (unlikely(buf->strides[dim] != sizeof(void *))) {
                    PyErr_Format(PyExc_ValueError,
                                 "Buffer is not indirectly contiguous "
                                 "in dimension %d.", dim);
                    goto fail;
                }
            } else if (unlikely(buf->strides[dim] != buf->itemsize)) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
        if (spec & __Pyx_MEMVIEW_FOLLOW) {
            Py_ssize_t stride = buf->strides[dim];
            if (stride < 0)
                stride = -stride;
            if (unlikely(stride < buf->itemsize)) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
    } else {
        if (unlikely(spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1)) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not contiguous in "
                         "dimension %d", dim);
            goto fail;
        } else if (unlikely(spec & (__Pyx_MEMVIEW_PTR))) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not indirect in "
                         "dimension %d", dim);
            goto fail;
        } else if (unlikely(buf->suboffsets)) {
            PyErr_SetString(PyExc_ValueError,
                            "Buffer exposes suboffsets but no strides");
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_check_suboffsets(Py_buffer *buf, int dim, int ndim, int spec)
{
    CYTHON_UNUSED_VAR(ndim);
    if (spec & __Pyx_MEMVIEW_DIRECT) {
        if (unlikely(buf->suboffsets && buf->suboffsets[dim] >= 0)) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer not compatible with direct access "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    if (spec & __Pyx_MEMVIEW_PTR) {
        if (unlikely(!buf->suboffsets || (buf->suboffsets[dim] < 0))) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer is not indirectly accessible "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag)
{
    int i;
    if (c_or_f_flag & __Pyx_IS_F_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = 0; i < ndim; i++) {
            if (unlikely(stride * buf->itemsize != buf->strides[i]  &&  buf->shape[i] > 1)) {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not fortran contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = ndim - 1; i >- 1; i--) {
            if (unlikely(stride * buf->itemsize != buf->strides[i]  &&  buf->shape[i] > 1)) {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not C contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    }
    return 1;
fail:
    return 0;
}
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj)
{
    struct __pyx_memoryview_obj *memview, *new_memview;
    __Pyx_RefNannyDeclarations
    Py_buffer *buf;
    int i, spec = 0, retval = -1;
    __Pyx_BufFmt_Context ctx;
    int from_memoryview = __pyx_memoryview_check(original_obj);
    __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0);
    if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *)
                                                            original_obj)->typeinfo)) {
        memview = (struct __pyx_memoryview_obj *) original_obj;
        new_memview = NULL;
    } else {
        memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                            original_obj, buf_flags, 0, dtype);
        new_memview = memview;
        if (unlikely(!memview))
            goto fail;
    }
    buf = &memview->view;
    if (unlikely(buf->ndim != ndim)) {
        PyErr_Format(PyExc_ValueError,
                "Buffer has wrong number of dimensions (expected %d, got %d)",
                ndim, buf->ndim);
        goto fail;
    }
    if (new_memview) {
        __Pyx_BufFmt_Init(&ctx, stack, dtype);
        if (unlikely(!__Pyx_BufFmt_CheckString(&ctx, buf->format))) goto fail;
    }
    if (unlikely((unsigned) buf->itemsize != dtype->size)) {
        PyErr_Format(PyExc_ValueError,
                     "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) "
                     "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)",
                     buf->itemsize,
                     (buf->itemsize > 1) ? "s" : "",
                     dtype->name,
                     dtype->size,
                     (dtype->size > 1) ? "s" : "");
        goto fail;
    }
    if (buf->len > 0) {
        for (i = 0; i < ndim; i++) {
            spec = axes_specs[i];
            if (unlikely(!__pyx_check_strides(buf, i, ndim, spec)))
                goto fail;
            if (unlikely(!__pyx_check_suboffsets(buf, i, ndim, spec)))
                goto fail;
        }
        if (unlikely(buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag)))
            goto fail;
    }
    if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice,
                                         new_memview != NULL) == -1)) {
        goto fail;
    }
    retval = 0;
    goto no_fail;
fail:
    Py_XDECREF(new_memview);
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}

/* ObjectToMemviewSlice */
  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_float(PyObject *obj, int writable_flag) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS_RO | writable_flag, 1,
                                                 &__Pyx_TypeInfo_float, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

/* ObjectToMemviewSlice */
  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_double(PyObject *obj, int writable_flag) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS_RO | writable_flag, 1,
                                                 &__Pyx_TypeInfo_double, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

/* CIntFromPyVerify */
  #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        func_type value = func_value;\
        if (sizeof(target_type) < sizeof(func_type)) {\
            if (unlikely(value != (func_type) (target_type) value)) {\
                func_type zero = 0;\
                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

/* MemviewDtypeToObject */
  static CYTHON_INLINE PyObject *__pyx_memview_get_float(const char *itemp) {
    return (PyObject *) PyFloat_FromDouble(*(float *) itemp);
}
static CYTHON_INLINE int __pyx_memview_set_float(const char *itemp, PyObject *obj) {
    float value = __pyx_PyFloat_AsFloat(obj);
    if (unlikely((value == (float)-1) && PyErr_Occurred()))
        return 0;
    *(float *) itemp = value;
    return 1;
}

/* MemviewDtypeToObject */
  static CYTHON_INLINE PyObject *__pyx_memview_get_double(const char *itemp) {
    return (PyObject *) PyFloat_FromDouble(*(double *) itemp);
}
static CYTHON_INLINE int __pyx_memview_set_double(const char *itemp, PyObject *obj) {
    double value = __pyx_PyFloat_AsDouble(obj);
    if (unlikely((value == (double)-1) && PyErr_Occurred()))
        return 0;
    *(double *) itemp = value;
    return 1;
}

/* 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

/* MemviewSliceCopyTemplate */
  static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object)
{
    __Pyx_RefNannyDeclarations
    int i;
    __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } };
    struct __pyx_memoryview_obj *from_memview = from_mvs->memview;
    Py_buffer *buf = &from_memview->view;
    PyObject *shape_tuple = NULL;
    PyObject *temp_int = NULL;
    struct __pyx_array_obj *array_obj = NULL;
    struct __pyx_memoryview_obj *memview_obj = NULL;
    __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0);
    for (i = 0; i < ndim; i++) {
        if (unlikely(from_mvs->suboffsets[i] >= 0)) {
            PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with "
                                           "indirect dimensions (axis %d)", i);
            goto fail;
        }
    }
    shape_tuple = PyTuple_New(ndim);
    if (unlikely(!shape_tuple)) {
        goto fail;
    }
    __Pyx_GOTREF(shape_tuple);
    for(i = 0; i < ndim; i++) {
        temp_int = PyInt_FromSsize_t(from_mvs->shape[i]);
        if(unlikely(!temp_int)) {
            goto fail;
        } else {
            PyTuple_SET_ITEM(shape_tuple, i, temp_int);
            temp_int = NULL;
        }
    }
    array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL);
    if (unlikely(!array_obj)) {
        goto fail;
    }
    __Pyx_GOTREF(array_obj);
    memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                    (PyObject *) array_obj, contig_flag,
                                    dtype_is_object,
                                    from_mvs->memview->typeinfo);
    if (unlikely(!memview_obj))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0))
        goto fail;
    if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim,
                                                dtype_is_object) < 0))
        goto fail;
    goto no_fail;
fail:
    __Pyx_XDECREF(new_mvs.memview);
    new_mvs.memview = NULL;
    new_mvs.data = NULL;
no_fail:
    __Pyx_XDECREF(shape_tuple);
    __Pyx_XDECREF(temp_int);
    __Pyx_XDECREF(array_obj);
    __Pyx_RefNannyFinishContext();
    return new_mvs;
}

/* MemviewSliceInit */
  static int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
                        int ndim,
                        __Pyx_memviewslice *memviewslice,
                        int memview_is_new_reference)
{
    __Pyx_RefNannyDeclarations
    int i, retval=-1;
    Py_buffer *buf = &memview->view;
    __Pyx_RefNannySetupContext("init_memviewslice", 0);
    if (unlikely(memviewslice->memview || memviewslice->data)) {
        PyErr_SetString(PyExc_ValueError,
            "memviewslice is already initialized!");
        goto fail;
    }
    if (buf->strides) {
        for (i = 0; i < ndim; i++) {
            memviewslice->strides[i] = buf->strides[i];
        }
    } else {
        Py_ssize_t stride = buf->itemsize;
        for (i = ndim - 1; i >= 0; i--) {
            memviewslice->strides[i] = stride;
            stride *= buf->shape[i];
        }
    }
    for (i = 0; i < ndim; i++) {
        memviewslice->shape[i]   = buf->shape[i];
        if (buf->suboffsets) {
            memviewslice->suboffsets[i] = buf->suboffsets[i];
        } else {
            memviewslice->suboffsets[i] = -1;
        }
    }
    memviewslice->memview = memview;
    memviewslice->data = (char *)buf->buf;
    if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
        Py_INCREF(memview);
    }
    retval = 0;
    goto no_fail;
fail:
    memviewslice->memview = 0;
    memviewslice->data = 0;
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}
#ifndef Py_NO_RETURN
#define Py_NO_RETURN
#endif
static void __pyx_fatalerror(const char *fmt, ...) Py_NO_RETURN {
    va_list vargs;
    char msg[200];
#if PY_VERSION_HEX >= 0x030A0000 || defined(HAVE_STDARG_PROTOTYPES)
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    va_end(vargs);
    Py_FatalError(msg);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int_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 size_t __Pyx_PyInt_As_size_t(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const size_t neg_one = (size_t) -1, const_zero = (size_t) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if ((sizeof(size_t) < sizeof(long))) {
            __PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (size_t) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            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;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
#endif
            if (likely(v)) {
                int ret = -1;
#if !(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 *)v,
                                           bytes, sizeof(val),
                                           is_little, !is_unsigned);
#else
                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
                int bits, remaining_bits, is_negative = 0;
                long idigit;
                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
                if (unlikely(!PyLong_CheckExact(v))) {
                    PyObject *tmp = v;
                    v = PyNumber_Long(v);
                    assert(PyLong_CheckExact(v));
                    Py_DECREF(tmp);
                    if (unlikely(!v)) return (size_t) -1;
                }
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                if (Py_SIZE(x) == 0)
                    return (size_t) 0;
                is_negative = Py_SIZE(x) < 0;
#else
                {
                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                    if (unlikely(result < 0))
                        return (size_t) -1;
                    is_negative = result == 1;
                }
#endif
                if (is_unsigned && unlikely(is_negative)) {
                    goto raise_neg_overflow;
                } else if (is_negative) {
                    stepval = PyNumber_Invert(v);
                    if (unlikely(!stepval))
                        return (size_t) -1;
                } else {
                    stepval = __Pyx_NewRef(v);
                }
                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;
                    digit = PyNumber_And(stepval, mask);
                    if (unlikely(!digit)) goto done;
                    idigit = PyLong_AsLong(digit);
                    Py_DECREF(digit);
                    if (unlikely(idigit < 0)) goto done;
                    tmp = PyNumber_Rshift(stepval, shift);
                    if (unlikely(!tmp)) goto done;
                    Py_DECREF(stepval); stepval = tmp;
                    val |= ((size_t) idigit) << bits;
                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                    if (Py_SIZE(stepval) == 0)
                        goto unpacking_done;
                    #endif
                }
                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 CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
            unpacking_done:
            #endif
                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
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
            return (size_t) -1;
        }
    } else {
        size_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (size_t) -1;
        val = __Pyx_PyInt_As_size_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to size_t");
    return (size_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to size_t");
    return (size_t) -1;
}

/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(long) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
#if !CYTHON_COMPILING_IN_LIMITED_API
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
#else
        PyObject *from_bytes, *result = NULL;
        PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL;
        from_bytes = PyObject_GetAttrString((PyObject*)&PyInt_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;
        arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
        if (!arg_tuple) goto limited_bad;
        kwds = PyDict_New();
        if (!kwds) goto limited_bad;
        if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(!is_unsigned ? Py_True : Py_False))) goto limited_bad;
        result = PyObject_Call(from_bytes, arg_tuple, kwds);
        limited_bad:
        Py_XDECREF(from_bytes);
        Py_XDECREF(py_bytes);
        Py_XDECREF(order_str);
        Py_XDECREF(arg_tuple);
        Py_XDECREF(kwds);
        return result;
#endif
    }
}

/* BytesContains */
  static CYTHON_INLINE int __Pyx_BytesContains(PyObject* bytes, char character) {
    const Py_ssize_t length = PyBytes_GET_SIZE(bytes);
    char* char_start = PyBytes_AS_STRING(bytes);
    return memchr(char_start, (unsigned char)character, (size_t)length) != NULL;
}

/* ImportNumPyArray */
  static PyObject* __Pyx__ImportNumPyArray(void) {
    PyObject *numpy_module, *ndarray_object = NULL;
    numpy_module = __Pyx_Import(__pyx_n_s_numpy, NULL, 0);
    if (likely(numpy_module)) {
        ndarray_object = PyObject_GetAttrString(numpy_module, "ndarray");
        Py_DECREF(numpy_module);
    }
    if (unlikely(!ndarray_object)) {
        PyErr_Clear();
    }
    if (unlikely(!ndarray_object || !PyObject_TypeCheck(ndarray_object, &PyType_Type))) {
        Py_XDECREF(ndarray_object);
        Py_INCREF(Py_None);
        ndarray_object = Py_None;
    }
    return ndarray_object;
}
static CYTHON_INLINE PyObject* __Pyx_ImportNumPyArrayTypeIfAvailable(void) {
    if (unlikely(!__pyx_numpy_ndarray)) {
        __pyx_numpy_ndarray = __Pyx__ImportNumPyArray();
    }
    Py_INCREF(__pyx_numpy_ndarray);
    return __pyx_numpy_ndarray;
}

/* CIntFromPy */
  static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if ((sizeof(int) < sizeof(long))) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            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;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
#endif
            if (likely(v)) {
                int ret = -1;
#if !(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 *)v,
                                           bytes, sizeof(val),
                                           is_little, !is_unsigned);
#else
                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
                int bits, remaining_bits, is_negative = 0;
                long idigit;
                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
                if (unlikely(!PyLong_CheckExact(v))) {
                    PyObject *tmp = v;
                    v = PyNumber_Long(v);
                    assert(PyLong_CheckExact(v));
                    Py_DECREF(tmp);
                    if (unlikely(!v)) return (int) -1;
                }
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                if (Py_SIZE(x) == 0)
                    return (int) 0;
                is_negative = Py_SIZE(x) < 0;
#else
                {
                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                    if (unlikely(result < 0))
                        return (int) -1;
                    is_negative = result == 1;
                }
#endif
                if (is_unsigned && unlikely(is_negative)) {
                    goto raise_neg_overflow;
                } else if (is_negative) {
                    stepval = PyNumber_Invert(v);
                    if (unlikely(!stepval))
                        return (int) -1;
                } else {
                    stepval = __Pyx_NewRef(v);
                }
                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;
                    digit = PyNumber_And(stepval, mask);
                    if (unlikely(!digit)) goto done;
                    idigit = PyLong_AsLong(digit);
                    Py_DECREF(digit);
                    if (unlikely(idigit < 0)) goto done;
                    tmp = PyNumber_Rshift(stepval, shift);
                    if (unlikely(!tmp)) goto done;
                    Py_DECREF(stepval); stepval = tmp;
                    val |= ((int) idigit) << bits;
                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                    if (Py_SIZE(stepval) == 0)
                        goto unpacking_done;
                    #endif
                }
                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 CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
            unpacking_done:
            #endif
                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
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

/* CIntFromPy */
  static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if ((sizeof(long) < sizeof(long))) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            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;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
#endif
            if (likely(v)) {
                int ret = -1;
#if !(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 *)v,
                                           bytes, sizeof(val),
                                           is_little, !is_unsigned);
#else
                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
                int bits, remaining_bits, is_negative = 0;
                long idigit;
                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
                if (unlikely(!PyLong_CheckExact(v))) {
                    PyObject *tmp = v;
                    v = PyNumber_Long(v);
                    assert(PyLong_CheckExact(v));
                    Py_DECREF(tmp);
                    if (unlikely(!v)) return (long) -1;
                }
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                if (Py_SIZE(x) == 0)
                    return (long) 0;
                is_negative = Py_SIZE(x) < 0;
#else
                {
                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                    if (unlikely(result < 0))
                        return (long) -1;
                    is_negative = result == 1;
                }
#endif
                if (is_unsigned && unlikely(is_negative)) {
                    goto raise_neg_overflow;
                } else if (is_negative) {
                    stepval = PyNumber_Invert(v);
                    if (unlikely(!stepval))
                        return (long) -1;
                } else {
                    stepval = __Pyx_NewRef(v);
                }
                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;
                    digit = PyNumber_And(stepval, mask);
                    if (unlikely(!digit)) goto done;
                    idigit = PyLong_AsLong(digit);
                    Py_DECREF(digit);
                    if (unlikely(idigit < 0)) goto done;
                    tmp = PyNumber_Rshift(stepval, shift);
                    if (unlikely(!tmp)) goto done;
                    Py_DECREF(stepval); stepval = tmp;
                    val |= ((long) idigit) << bits;
                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                    if (Py_SIZE(stepval) == 0)
                        goto unpacking_done;
                    #endif
                }
                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 CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
            unpacking_done:
            #endif
                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
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(int) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
#if !CYTHON_COMPILING_IN_LIMITED_API
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
#else
        PyObject *from_bytes, *result = NULL;
        PyObject *py_bytes = NULL, *arg_tuple = NULL, *kwds = NULL, *order_str = NULL;
        from_bytes = PyObject_GetAttrString((PyObject*)&PyInt_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;
        arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
        if (!arg_tuple) goto limited_bad;
        kwds = PyDict_New();
        if (!kwds) goto limited_bad;
        if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(!is_unsigned ? Py_True : Py_False))) goto limited_bad;
        result = PyObject_Call(from_bytes, arg_tuple, kwds);
        limited_bad:
        Py_XDECREF(from_bytes);
        Py_XDECREF(py_bytes);
        Py_XDECREF(order_str);
        Py_XDECREF(arg_tuple);
        Py_XDECREF(kwds);
        return result;
#endif
    }
}

/* CIntFromPy */
  static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const char neg_one = (char) -1, const_zero = (char) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if ((sizeof(char) < sizeof(long))) {
            __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (char) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            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;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
#if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
#endif
            if (likely(v)) {
                int ret = -1;
#if !(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 *)v,
                                           bytes, sizeof(val),
                                           is_little, !is_unsigned);
#else
                PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
                int bits, remaining_bits, is_negative = 0;
                long idigit;
                int chunk_size = (sizeof(long) < 8) ? 30 : 62;
                if (unlikely(!PyLong_CheckExact(v))) {
                    PyObject *tmp = v;
                    v = PyNumber_Long(v);
                    assert(PyLong_CheckExact(v));
                    Py_DECREF(tmp);
                    if (unlikely(!v)) return (char) -1;
                }
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                if (Py_SIZE(x) == 0)
                    return (char) 0;
                is_negative = Py_SIZE(x) < 0;
#else
                {
                    int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                    if (unlikely(result < 0))
                        return (char) -1;
                    is_negative = result == 1;
                }
#endif
                if (is_unsigned && unlikely(is_negative)) {
                    goto raise_neg_overflow;
                } else if (is_negative) {
                    stepval = PyNumber_Invert(v);
                    if (unlikely(!stepval))
                        return (char) -1;
                } else {
                    stepval = __Pyx_NewRef(v);
                }
                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;
                    digit = PyNumber_And(stepval, mask);
                    if (unlikely(!digit)) goto done;
                    idigit = PyLong_AsLong(digit);
                    Py_DECREF(digit);
                    if (unlikely(idigit < 0)) goto done;
                    tmp = PyNumber_Rshift(stepval, shift);
                    if (unlikely(!tmp)) goto done;
                    Py_DECREF(stepval); stepval = tmp;
                    val |= ((char) idigit) << bits;
                    #if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
                    if (Py_SIZE(stepval) == 0)
                        goto unpacking_done;
                    #endif
                }
                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 CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030B0000
            unpacking_done:
            #endif
                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
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
            return (char) -1;
        }
    } else {
        char val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (char) -1;
        val = __Pyx_PyInt_As_char(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to char");
    return (char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to char");
    return (char) -1;
}

/* FormatTypeName */
  #if CYTHON_COMPILING_IN_LIMITED_API
static __Pyx_TypeName
__Pyx_PyType_GetName(PyTypeObject* tp)
{
    PyObject *name = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                               __pyx_n_s_name_2);
    if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) {
        PyErr_Clear();
        Py_XDECREF(name);
        name = __Pyx_NewRef(__pyx_n_s__59);
    }
    return name;
}
#endif

/* CheckBinaryVersion */
  static int __Pyx_check_binary_version(void) {
    char ctversion[5];
    int same=1, i, found_dot;
    const char* rt_from_call = Py_GetVersion();
    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    found_dot = 0;
    for (i = 0; i < 4; i++) {
        if (!ctversion[i]) {
            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
            break;
        }
        if (rt_from_call[i] != ctversion[i]) {
            same = 0;
            break;
        }
    }
    if (!same) {
        char rtversion[5] = {'\0'};
        char message[200];
        for (i=0; i<4; ++i) {
            if (rt_from_call[i] == '.') {
                if (found_dot) break;
                found_dot = 1;
            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
                break;
            }
            rtversion[i] = rt_from_call[i];
        }
        PyOS_snprintf(message, sizeof(message),
                      "compile time version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        return PyErr_WarnEx(NULL, message, 1);
    }
    return 0;
}

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

/* VoidPtrImport */
  #ifndef __PYX_HAVE_RT_ImportVoidPtr_3_0_2
#define __PYX_HAVE_RT_ImportVoidPtr_3_0_2
static int __Pyx_ImportVoidPtr_3_0_2(PyObject *module, const char *name, void **p, const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, name);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C variable %.200s",
                PyModule_GetName(module), name);
        goto bad;
    }
    if (!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);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* FunctionImport */
  #ifndef __PYX_HAVE_RT_ImportFunction_3_0_2
#define __PYX_HAVE_RT_ImportFunction_3_0_2
static int __Pyx_ImportFunction_3_0_2(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, funcname);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C function %.200s",
                PyModule_GetName(module), funcname);
        goto bad;
    }
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    tmp.p = PyCapsule_GetPointer(cobj, sig);
    *f = tmp.fp;
    if (!(*f))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* InitStrings */
  #if PY_MAJOR_VERSION >= 3
static int __Pyx_InitString(__Pyx_StringTabEntry t, PyObject **str) {
    if (t.is_unicode | t.is_str) {
        if (t.intern) {
            *str = PyUnicode_InternFromString(t.s);
        } else if (t.encoding) {
            *str = PyUnicode_Decode(t.s, t.n - 1, 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;
    if (PyObject_Hash(*str) == -1)
        return -1;
    return 0;
}
#endif
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION >= 3
        __Pyx_InitString(*t, t->p);
        #else
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        if (!*t->p)
            return -1;
        if (PyObject_Hash(*t->p) == -1)
            return -1;
        #endif
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    char* defenc_c;
    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
    if (!defenc) return NULL;
    defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    {
        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
        char* c;
        for (c = defenc_c; c < end; c++) {
            if ((unsigned char) (*c) >= 128) {
                PyUnicode_AsASCIIString(o);
                return NULL;
            }
        }
    }
#endif
    *length = PyBytes_GET_SIZE(defenc);
    return defenc_c;
}
#else
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(PyUnicode_IS_ASCII(o))) {
        *length = PyUnicode_GET_LENGTH(o);
        return PyUnicode_AsUTF8(o);
    } else {
        PyUnicode_AsASCIIString(o);
        return NULL;
    }
#else
    return PyUnicode_AsUTF8AndSize(o, length);
#endif
}
#endif
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY && !CYTHON_COMPILING_IN_LIMITED_API) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
    int retval;
    if (unlikely(!x)) return -1;
    retval = __Pyx_PyObject_IsTrue(x);
    Py_DECREF(x);
    return retval;
}
static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
    __Pyx_TypeName result_type_name = __Pyx_PyType_GetName(Py_TYPE(result));
#if PY_MAJOR_VERSION >= 3
    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;
    }
#endif
    PyErr_Format(PyExc_TypeError,
                 "__%.4s__ returned non-%.4s (type " __Pyx_FMT_TYPENAME ")",
                 type_name, type_name, result_type_name);
    __Pyx_DECREF_TypeName(result_type_name);
    Py_DECREF(result);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_Check(x) || PyLong_Check(x)))
#else
  if (likely(PyLong_Check(x)))
#endif
    return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
  m = Py_TYPE(x)->tp_as_number;
  #if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = m->nb_int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = m->nb_long(x);
  }
  #else
  if (likely(m && m->nb_int)) {
    name = "int";
    res = m->nb_int(x);
  }
  #endif
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
    res = PyNumber_Int(x);
  }
#endif
  if (likely(res)) {
#if PY_MAJOR_VERSION < 3
    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
#else
    if (unlikely(!PyLong_CheckExact(res))) {
#endif
        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b))) {
    if (sizeof(Py_ssize_t) >= sizeof(long))
        return PyInt_AS_LONG(b);
    else
        return PyInt_AsSsize_t(b);
  }
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    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 = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
#if PY_MAJOR_VERSION < 3
  } else if (likely(PyInt_CheckExact(o))) {
    return PyInt_AS_LONG(o);
#endif
  } else {
    Py_ssize_t ival;
    PyObject *x;
    x = PyNumber_Index(o);
    if (!x) return -1;
    ival = PyInt_AsLong(x);
    Py_DECREF(x);
    return ival;
  }
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


/* #### Code section: utility_code_pragmas_end ### */
#ifdef _MSC_VER
#pragma warning( pop )
#endif



/* #### Code section: end ### */
#endif /* Py_PYTHON_H */
