/* Generated by Cython 3.0.10 */

/* BEGIN: Cython Metadata
{
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            "/tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/core/include/numpy/arrayscalars.h",
            "/tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/core/include/numpy/ndarrayobject.h",
            "/tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/core/include/numpy/ndarraytypes.h",
            "/tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/core/include/numpy/ufuncobject.h"
        ],
        "include_dirs": [
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            "/tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/ms_peak_picker/_c",
            "/tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/core/include"
        ],
        "name": "ms_deisotope._c.scoring",
        "sources": [
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    },
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}
END: Cython Metadata */

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#ifndef Py_PYTHON_H
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#if defined(CYTHON_LIMITED_API) && CYTHON_LIMITED_API
#define __PYX_EXTRA_ABI_MODULE_NAME "limited"
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#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
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#elif defined(Py_GIL_DISABLED) || defined(Py_NOGIL)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 0
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  #ifndef CYTHON_UNPACK_METHODS
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  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
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    #undef CYTHON_USE_DICT_VERSIONS
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  #if PY_VERSION_HEX < 0x030700A3
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  #ifndef CYTHON_USE_FREELISTS
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#if !defined(CYTHON_FAST_PYCCALL)
#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
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#if !defined(CYTHON_VECTORCALL)
#define CYTHON_VECTORCALL  (CYTHON_FAST_PYCCALL && PY_VERSION_HEX >= 0x030800B1)
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#define CYTHON_BACKPORT_VECTORCALL (CYTHON_METH_FASTCALL && PY_VERSION_HEX < 0x030800B1)
#if CYTHON_USE_PYLONG_INTERNALS
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#ifndef __has_attribute
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#ifndef __has_cpp_attribute
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#ifndef CYTHON_RESTRICT
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  #elif defined(_MSC_VER) && _MSC_VER >= 1400
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    #define CYTHON_RESTRICT
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#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
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#     define CYTHON_UNUSED
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# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
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#   define CYTHON_UNUSED
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     template<class T> void CYTHON_UNUSED_VAR( const T& ) { }
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#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
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#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
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#ifndef CYTHON_USE_CPP_STD_MOVE
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#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
#ifdef _MSC_VER
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            typedef unsigned __int32    __pyx_uintptr_t;
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    #include <stdint.h>
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#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;
        #if __PYX_LIMITED_VERSION_HEX < 0x030B0000
        PyObject *version_info;
        PyObject *py_minor_version = NULL;
        #endif
        long minor_version = 0;
        PyObject *type, *value, *traceback;
        PyErr_Fetch(&type, &value, &traceback);
        #if __PYX_LIMITED_VERSION_HEX >= 0x030B0000
        minor_version = 11;
        #else
        if (!(version_info = PySys_GetObject("version_info"))) goto end;
        if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end;
        minor_version = PyLong_AsLong(py_minor_version);
        Py_DECREF(py_minor_version);
        if (minor_version == -1 && PyErr_Occurred()) goto end;
        #endif
        if (!(types_module = PyImport_ImportModule("types"))) goto end;
        if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end;
        if (minor_version <= 7) {
            (void)p;
            result = PyObject_CallFunction(code_type, "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);
        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);
    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
  #if PY_VERSION_HEX >= 0x030d00A4
  #  define __Pyx_PyCFunctionFast PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords
  #else
  #  define __Pyx_PyCFunctionFast _PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
  #endif
#endif
#if CYTHON_METH_FASTCALL
  #define __Pyx_METH_FASTCALL METH_FASTCALL
  #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
  #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
#else
  #define __Pyx_METH_FASTCALL METH_VARARGS
  #define __Pyx_PyCFunction_FastCall PyCFunction
  #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
#endif
#if CYTHON_VECTORCALL
  #define __pyx_vectorcallfunc vectorcallfunc
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  PY_VECTORCALL_ARGUMENTS_OFFSET
  #define __Pyx_PyVectorcall_NARGS(n)  PyVectorcall_NARGS((size_t)(n))
#elif CYTHON_BACKPORT_VECTORCALL
  typedef PyObject *(*__pyx_vectorcallfunc)(PyObject *callable, PyObject *const *args,
                                            size_t nargsf, PyObject *kwnames);
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  ((size_t)1 << (8 * sizeof(size_t) - 1))
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(((size_t)(n)) & ~__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET))
#else
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  0
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(n))
#endif
#if PY_MAJOR_VERSION >= 0x030900B1
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_CheckExact(func)
#else
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_Check(func)
#endif
#define __Pyx_CyOrPyCFunction_Check(func)  PyCFunction_Check(func)
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  (((PyCFunctionObject*)(func))->m_ml->ml_meth)
#elif !CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  PyCFunction_GET_FUNCTION(func)
#endif
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FLAGS(func)  (((PyCFunctionObject*)(func))->m_ml->ml_flags)
static CYTHON_INLINE PyObject* __Pyx_CyOrPyCFunction_GET_SELF(PyObject *func) {
    return (__Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_STATIC) ? NULL : ((PyCFunctionObject*)func)->m_self;
}
#endif
static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void *cfunc) {
#if CYTHON_COMPILING_IN_LIMITED_API
    return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
#else
    return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
#endif
}
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCFunction(func, cfunc)
#if __PYX_LIMITED_VERSION_HEX < 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 >= 0x030d00A1
  #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked()
#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 && PY_VERSION_HEX < 0x030d0000 || 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 && PY_VERSION_HEX < 0x030d0000 && 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((PyObject*)obj);\
    assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\
    PyObject_GC_Del(obj);\
    Py_DECREF(type);\
}
#else
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  PyObject_GC_Del(obj)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define 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 __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
  #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
#else
  static CYTHON_INLINE PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
      PyObject *module = PyImport_AddModule(name);
      Py_XINCREF(module);
      return module;
  }
#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__scoring
#define __PYX_HAVE_API__ms_deisotope___c__scoring
/* 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 <math.h>
#include <stdlib.h>
#include "pythread.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 Py_ssize_t __Pyx_ssize_strlen(const char *s);
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*);
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if 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)
#define __Pyx_PyUnicode_FromOrdinal(o)       PyUnicode_FromOrdinal((int)o)
#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
  #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
#include <string.h>
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
#include <string.h>
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__) && !defined(_MSC_VER))
    #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/scoring.pyx",
  "<stringsource>",
  "__init__.cython-30.pxd",
  "src/ms_deisotope/_c/scoring.pxd",
  "composition.pxd",
  "isotopic_distribution.pxd",
  "peak_set.pxd",
  "type.pxd",
  "peak_index.pxd",
  "src/ms_deisotope/_c/averagine.pxd",
  "src/ms_deisotope/_c/deconvoluter_base.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
    #undef __pyx_nonatomic_int_type
    #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 ### */

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

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

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_long __pyx_t_5numpy_int_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_double __pyx_t_5numpy_float_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_double __pyx_t_5numpy_double_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
/* #### Code section: complex_type_declarations ### */
/* Declarations.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

/* Declarations.proto */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);

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

/*--- Type declarations ---*/
struct __pyx_obj_7brainpy_2_c_11composition_PyComposition;
struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet;
struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed;
struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern;
struct __pyx_obj_12ms_deisotope_2_c_9averagine_AveragineCache;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase;
struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter;
struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;
struct __pyx_opt_args_7brainpy_2_c_11composition_neutral_mass;
struct __pyx_opt_args_7brainpy_2_c_11composition_mass_charge_ratio;
struct __pyx_t_7brainpy_2_c_11composition_Isotope;
struct __pyx_t_7brainpy_2_c_11composition_IsotopeMap;
struct __pyx_t_7brainpy_2_c_11composition_Element;
struct __pyx_t_7brainpy_2_c_11composition_ElementHashBucket;
struct __pyx_t_7brainpy_2_c_11composition_ElementHashTable;
struct __pyx_t_7brainpy_2_c_11composition_Composition;
struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition__set_impl;
struct __pyx_opt_args_7brainpy_2_c_11composition_13PyComposition_pop;

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
typedef npy_cdouble __pyx_t_5numpy_complex_t;

#line 775 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex__has_peak;

#line 775 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex_all_peaks_for;

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

#line 633 "ms_deisotope/_c/scoring.pyx"
};

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

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

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

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

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

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

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

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

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


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

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

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

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

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

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

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

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

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


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

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

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

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

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

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

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

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

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

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

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


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

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

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

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

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

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

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

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


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

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

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

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

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

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

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


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

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

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

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

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

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

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

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

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


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

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

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

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

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

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

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

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


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

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

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

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

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


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

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

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

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

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


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

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

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

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

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


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

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

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

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

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

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


/* "View.MemoryView":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"


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

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


#line 2 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase {

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *(*clone)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *, int __pyx_skip_dispatch);

#line 2 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *(*copy)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakBase *, int __pyx_skip_dispatch);

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

#line 2 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_PeakBase;

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


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

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


#line 12 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_FittedPeak {

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakBase __pyx_base;

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, int __pyx_skip_dispatch);

#line 12 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_create)(double, double, double, double, double, double, long, long, double);

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

#line 12 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_FittedPeak;

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


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

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


#line 29 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSet {

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*_create)(PyObject *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  PyObject *(*reindex)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  size_t (*_index)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_get_nearest_peak)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, double *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_has_peak)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet__has_peak *__pyx_optional_args);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*clone)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*copy)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*_between)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, double);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  int (*_between_bounds)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, double, size_t *, size_t *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_7PeakSet_all_peaks_for *__pyx_optional_args);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*getitem)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, size_t);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  size_t (*get_size)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *);

#line 29 "ms_peak_picker/_c/peak_set.pxd"
  int (*_eq)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

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

#line 29 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_PeakSet;

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


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

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


#line 83 "ms_peak_picker/_c/peak_set.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed {

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSet __pyx_base;

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  PyObject *(*_allocate_index)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed *, size_t, int __pyx_skip_dispatch);

#line 83 "ms_peak_picker/_c/peak_set.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*has_peak_hinted)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_14ms_peak_picker_2_c_8peak_set_14PeakSetIndexed_has_peak_hinted *__pyx_optional_args);

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

#line 83 "ms_peak_picker/_c/peak_set.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed *__pyx_vtabptr_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed;

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


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

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


#line 5 "ms_peak_picker/_c/peak_index.pxd"
struct __pyx_vtabstruct_14ms_peak_picker_2_c_10peak_index_PeakIndex {

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *(*_has_peak)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, double, struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex__has_peak *__pyx_optional_args);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *(*_between)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, double, double);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  PyObject *(*all_peaks_for)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex_all_peaks_for *__pyx_optional_args);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  size_t (*get_size)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *(*clone)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, int __pyx_skip_dispatch);

#line 5 "ms_peak_picker/_c/peak_index.pxd"
  struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *(*copy)(struct __pyx_obj_14ms_peak_picker_2_c_10peak_index_PeakIndex *, int __pyx_skip_dispatch);

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

#line 5 "ms_peak_picker/_c/peak_index.pxd"
static struct __pyx_vtabstruct_14ms_peak_picker_2_c_10peak_index_PeakIndex *__pyx_vtabptr_14ms_peak_picker_2_c_10peak_index_PeakIndex;

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


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

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


#line 12 "ms_deisotope/_c/averagine.pxd"
struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_Averagine {

#line 12 "ms_deisotope/_c/averagine.pxd"
  PyObject *(*scale)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_scale *__pyx_optional_args);

#line 12 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*isotopic_cluster)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *, double, int __pyx_skip_dispatch, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine_isotopic_cluster *__pyx_optional_args);

#line 12 "ms_deisotope/_c/averagine.pxd"
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *(*_isotopic_cluster)(struct __pyx_obj_12ms_deisotope_2_c_9averagine_Averagine *, double, struct __pyx_opt_args_12ms_deisotope_2_c_9averagine_9Averagine__isotopic_cluster *__pyx_optional_args);

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

#line 12 "ms_deisotope/_c/averagine.pxd"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_9averagine_Averagine *__pyx_vtabptr_12ms_deisotope_2_c_9averagine_Averagine;

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


/* "ms_deisotope/_c/averagine.pxd":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.pyx":22
 * 
 * @cython.freelist(50000)
 * cdef class IsotopicFitRecord(object):             # <<<<<<<<<<<<<<
 *     """Describes a single isotopic pattern fit, comparing how well an
 *     experimentally observed sequence of peaks matches a theoretical isotopic
 */

#line 22 "ms_deisotope/_c/scoring.pyx"


#line 22 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord {

#line 22 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*_create)(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, double, int, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create *__pyx_optional_args);

#line 22 "ms_deisotope/_c/scoring.pyx"
  int (*_eq)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/scoring.pyx"
  int (*_ne)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/scoring.pyx"
  int (*_lt)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/scoring.pyx"
  int (*_gt)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

#line 22 "ms_deisotope/_c/scoring.pyx"
};

#line 22 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;

#line 22 "ms_deisotope/_c/scoring.pyx"


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

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


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

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

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

#line 161 "ms_deisotope/_c/scoring.pyx"
  int (*reject)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

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

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

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

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

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


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

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


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

#line 323 "ms_deisotope/_c/scoring.pyx"
  double (*_evaluate)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, PyObject *, PyObject *, int __pyx_skip_dispatch);

#line 323 "ms_deisotope/_c/scoring.pyx"
  int (*reject)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch);

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

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

#line 323 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *(*_configure)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, int __pyx_skip_dispatch);

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

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

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


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

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


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

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

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

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

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


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

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


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

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

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

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

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


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

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


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

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

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

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

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


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

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


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

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

#line 656 "ms_deisotope/_c/scoring.pyx"
  double (*score_peak)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak *__pyx_optional_args);

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

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

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


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

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


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

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

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

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

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


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

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


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

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

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

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

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


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

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


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

#line 812 "ms_deisotope/_c/scoring.pyx"
  double (*detect_interference)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *, PyObject *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference *__pyx_optional_args);

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

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

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


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

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


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

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

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

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

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


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

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


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

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

#line 911 "ms_deisotope/_c/scoring.pyx"
  double (*_calculate_scale_factor)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch);

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

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

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

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

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


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

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


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

#line 981 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

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

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

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


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

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


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

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

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

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

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


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

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


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

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

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

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

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


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

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


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

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

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


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#line 114 "View.MemoryView"


#line 114 "View.MemoryView"
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#line 114 "View.MemoryView"
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#line 337 "View.MemoryView"


#line 337 "View.MemoryView"
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#line 337 "View.MemoryView"
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#line 337 "View.MemoryView"
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#line 337 "View.MemoryView"
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#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

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

/* GetBuiltinName.proto */
static PyObject *__Pyx_GetBuiltinName(PyObject *name);

/* TupleAndListFromArray.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n);
static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n);
#endif

/* IncludeStringH.proto */
#include <string.h>

/* BytesEquals.proto */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);

/* UnicodeEquals.proto */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);

/* fastcall.proto */
#if CYTHON_AVOID_BORROWED_REFS
    #define __Pyx_Arg_VARARGS(args, i) PySequence_GetItem(args, i)
#elif CYTHON_ASSUME_SAFE_MACROS
    #define __Pyx_Arg_VARARGS(args, i) PyTuple_GET_ITEM(args, i)
#else
    #define __Pyx_Arg_VARARGS(args, i) PyTuple_GetItem(args, i)
#endif
#if CYTHON_AVOID_BORROWED_REFS
    #define __Pyx_Arg_NewRef_VARARGS(arg) __Pyx_NewRef(arg)
    #define __Pyx_Arg_XDECREF_VARARGS(arg) Py_XDECREF(arg)
#else
    #define __Pyx_Arg_NewRef_VARARGS(arg) arg
    #define __Pyx_Arg_XDECREF_VARARGS(arg)
#endif
#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds)
#define __Pyx_KwValues_VARARGS(args, nargs) NULL
#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s)
#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw)
#if CYTHON_METH_FASTCALL
    #define __Pyx_Arg_FASTCALL(args, i) args[i]
    #define __Pyx_NumKwargs_FASTCALL(kwds) PyTuple_GET_SIZE(kwds)
    #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs))
    static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s);
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
    CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues);
  #else
    #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw)
  #endif
    #define __Pyx_Arg_NewRef_FASTCALL(arg) arg  /* no-op, __Pyx_Arg_FASTCALL is direct and this needs
                                                   to have the same reference counting */
    #define __Pyx_Arg_XDECREF_FASTCALL(arg)
#else
    #define __Pyx_Arg_FASTCALL __Pyx_Arg_VARARGS
    #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS
    #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS
    #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS
    #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS
    #define __Pyx_Arg_NewRef_FASTCALL(arg) __Pyx_Arg_NewRef_VARARGS(arg)
    #define __Pyx_Arg_XDECREF_FASTCALL(arg) __Pyx_Arg_XDECREF_VARARGS(arg)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
#define __Pyx_ArgsSlice_VARARGS(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_VARARGS(args, start), stop - start)
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_FASTCALL(args, start), stop - start)
#else
#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop)
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop)
#endif

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

/* RaiseDoubleKeywords.proto */
static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);

/* ParseKeywords.proto */
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);

/* ArgTypeTest.proto */
#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
    ((likely(__Pyx_IS_TYPE(obj, type) | (none_allowed && (obj == Py_None)))) ? 1 :\
        __Pyx__ArgTypeTest(obj, type, name, exact))
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);

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

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

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

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

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

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

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

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

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

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

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

/* 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

/* 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);
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
        L->ob_item[len] = x;
        #else
        PyList_SET_ITEM(list, len, x);
        #endif
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

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

/* 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 */
#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
#define __Pyx_HasAttr(o, n)  PyObject_HasAttrWithError(o, n)
#else
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);
#endif

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

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

/* IterFinish.proto */
static CYTHON_INLINE int __Pyx_IterFinish(void);

/* set_iter.proto */
static CYTHON_INLINE PyObject* __Pyx_set_iterator(PyObject* iterable, int is_set,
                                                  Py_ssize_t* p_orig_length, int* p_source_is_set);
static CYTHON_INLINE int __Pyx_set_iter_next(
        PyObject* iter_obj, Py_ssize_t orig_length,
        Py_ssize_t* ppos, PyObject **value,
        int source_is_set);

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

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

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

/* 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

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

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

/* ValidateBasesTuple.proto */
#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS
static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases);
#endif

/* PyType_Ready.proto */
CYTHON_UNUSED static int __Pyx_PyType_Ready(PyTypeObject *t);

/* SetVTable.proto */
static int __Pyx_SetVtable(PyTypeObject* typeptr , void* vtable);

/* GetVTable.proto */
static void* __Pyx_GetVtable(PyTypeObject *type);

/* MergeVTables.proto */
#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_10
#define __PYX_HAVE_RT_ImportType_proto_3_0_10
#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_10(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_3_0_10(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_3_0_10 {
   __Pyx_ImportType_CheckSize_Error_3_0_10 = 0,
   __Pyx_ImportType_CheckSize_Warn_3_0_10 = 1,
   __Pyx_ImportType_CheckSize_Ignore_3_0_10 = 2
};
static PyTypeObject *__Pyx_ImportType_3_0_10(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_10 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;
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
    PyObject *func_is_coroutine;
} __pyx_CyFunctionObject;
#undef __Pyx_CyOrPyCFunction_Check
#define __Pyx_CyFunction_Check(obj)  __Pyx_TypeCheck(obj, __pyx_CyFunctionType)
#define __Pyx_CyOrPyCFunction_Check(obj)  __Pyx_TypeCheck2(obj, __pyx_CyFunctionType, &PyCFunction_Type)
#define __Pyx_CyFunction_CheckExact(obj)  __Pyx_IS_TYPE(obj, __pyx_CyFunctionType)
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc);
#undef __Pyx_IsSameCFunction
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCyOrCFunction(func, cfunc)
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj);
static CYTHON_INLINE 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);

/* 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);

/* 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 int __Pyx_PyInt_As_int(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

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

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

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

/* 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

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

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

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

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

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

/* Generator.proto */
#define __Pyx_Generator_USED
#define __Pyx_Generator_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_GeneratorType)
#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\
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static PyObject *__Pyx_Generator_Next(PyObject *self);
static int __pyx_Generator_init(PyObject *module);

/* CheckBinaryVersion.proto */
static unsigned long __Pyx_get_runtime_version(void);
static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer);

/* PyObjectSetAttrStr.proto */
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#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
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/* VoidPtrExport.proto */
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/* VoidPtrImport.proto */
static int __Pyx_ImportVoidPtr_3_0_10(PyObject *module, const char *name, void **p, 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 struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_seed_peak, double __pyx_v_score, int __pyx_v_charge, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_v_theoretical, PyObject *__pyx_v_experimental, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__create *__pyx_optional_args); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__eq(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__ne(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__lt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__gt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_best(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_results, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase__best_from_set(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_results); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_reject(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_result, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_reject_score(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, CYTHON_UNUSED double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_15FitSelectorBase_is_maximizing(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector__best_from_set(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_is_maximizing(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector__best_from_set(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_is_maximizing(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, CYTHON_UNUSED PyObject *__pyx_v_observed, CYTHON_UNUSED PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, double __pyx_v_score, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_f_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase__configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, CYTHON_UNUSED PyObject *__pyx_v_kwargs, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_11GTestFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_17ScaledGTestFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_18LeastSquaresFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_15ChiSquareFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_obs, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_v_theo, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_score_peak *__pyx_optional_args); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_14MSDeconVFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_14FunctionScorer__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_experimental_peaks, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference *__pyx_optional_args); /* proto*/
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_f_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter__configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, CYTHON_UNUSED PyObject *__pyx_v_kwargs, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter__calculate_scale_factor(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, int __pyx_skip_dispatch); /* proto*/
static void __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_fitted_peaks(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_experimental, double __pyx_v_factor); /* proto*/
static void __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_theoretical_peaks(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_theoretical, double __pyx_v_factor); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical, int __pyx_skip_dispatch); /* proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_16DotProductFitter__evaluate(CYTHON_UNUSED struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical, int __pyx_skip_dispatch); /* proto*/

/* Module declarations from "brainpy._c.composition" */
static PyObject **__pyx_vp_7brainpy_2_c_11composition_nist_mass = 0;
#define __pyx_v_7brainpy_2_c_11composition_nist_mass (*__pyx_vp_7brainpy_2_c_11composition_nist_mass)
static double *__pyx_vp_7brainpy_2_c_11composition_PROTON = 0;
#define __pyx_v_7brainpy_2_c_11composition_PROTON (*__pyx_vp_7brainpy_2_c_11composition_PROTON)
static struct __pyx_t_7brainpy_2_c_11composition_ElementHashTable **__pyx_vp_7brainpy_2_c_11composition__ElementTable = 0;
#define __pyx_v_7brainpy_2_c_11composition__ElementTable (*__pyx_vp_7brainpy_2_c_11composition__ElementTable)

/* Module declarations from "brainpy._c.double_vector" */

/* Module declarations from "brainpy._c.isotopic_constants" */
static size_t *__pyx_vp_7brainpy_2_c_18isotopic_constants_DEFAULT_ISOTOPIC_CONSTANTS_SIZE = 0;
#define __pyx_v_7brainpy_2_c_18isotopic_constants_DEFAULT_ISOTOPIC_CONSTANTS_SIZE (*__pyx_vp_7brainpy_2_c_18isotopic_constants_DEFAULT_ISOTOPIC_CONSTANTS_SIZE)

/* Module declarations from "brainpy._c.isotopic_distribution" */

/* Module declarations from "ms_peak_picker._c.peak_set" */
static size_t *__pyx_vp_14ms_peak_picker_2_c_8peak_set_INTERVAL_INDEX_SIZE = 0;
#define __pyx_v_14ms_peak_picker_2_c_8peak_set_INTERVAL_INDEX_SIZE (*__pyx_vp_14ms_peak_picker_2_c_8peak_set_INTERVAL_INDEX_SIZE)

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

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

/* Module declarations from "cython" */

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

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

/* Module declarations from "__builtin__" */

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

/* Module declarations from "cpython" */

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

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

/* Module declarations from "numpy" */

/* Module declarations from "numpy" */

/* Module declarations from "ms_peak_picker._c.peak_index" */

/* Module declarations from "ms_deisotope._c.averagine" */
static double *__pyx_vp_12ms_deisotope_2_c_9averagine_PROTON = 0;
#define __pyx_v_12ms_deisotope_2_c_9averagine_PROTON (*__pyx_vp_12ms_deisotope_2_c_9averagine_PROTON)

/* Module declarations from "ms_deisotope._c.deconvoluter_base" */

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

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

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

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

/* Module declarations from "ms_deisotope._c.scoring" */
static double __pyx_v_12ms_deisotope_2_c_7scoring_INFINITY;
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_v_12ms_deisotope_2_c_7scoring_g_test_scaled = 0;
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_v_12ms_deisotope_2_c_7scoring_least_squares = 0;
static PyObject *__pyx_collections_abc_Sequence = 0;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static int __pyx_memoryview_thread_locks_used;
static PyThread_type_lock __pyx_memoryview_thread_locks[8];
static double __pyx_f_12ms_deisotope_2_c_7scoring_sum_intensity_theoretical(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_sum_intensity_fitted(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_max_intensity_theoretical(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_max_intensity_fitted(PyObject *); /*proto*/
static double __pyx_f_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak *__pyx_optional_args); /*proto*/
static int __pyx_array_allocate_buffer(struct __pyx_array_obj *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, 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 ### */
/* #### Code section: before_global_var ### */
#define __Pyx_MODULE_NAME "ms_deisotope._c.scoring"
extern int __pyx_module_is_main_ms_deisotope___c__scoring;
int __pyx_module_is_main_ms_deisotope___c__scoring = 0;

/* Implementation of "ms_deisotope._c.scoring" */
/* #### Code section: global_var ### */
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_min;
static PyObject *__pyx_builtin_max;
static PyObject *__pyx_builtin_AssertionError;
static PyObject *__pyx_builtin___import__;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_ImportError;
/* #### Code section: string_decls ### */
static const char __pyx_k_[] = ": ";
static const char __pyx_k_O[] = "O";
static const char __pyx_k_c[] = "c";
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_eq[] = "_eq";
static const char __pyx_k_gc[] = "gc";
static const char __pyx_k_gt[] = "_gt";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_lt[] = "_lt";
static const char __pyx_k_ne[] = "_ne";
static const char __pyx_k__97[] = "?";
static const char __pyx_k_abc[] = "abc";
static const char __pyx_k_and[] = " and ";
static const char __pyx_k_fit[] = "fit";
static const char __pyx_k_got[] = " (got ";
static const char __pyx_k_key[] = "key";
static const char __pyx_k_max[] = "max";
static const char __pyx_k_min[] = "min";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_sys[] = "sys";
static const char __pyx_k_args[] = "args";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_best[] = "best";
static const char __pyx_k_data[] = "data";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_iter[] = "__iter__";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mode[] = "mode";
static const char __pyx_k_name[] = "name";
static const char __pyx_k_ndim[] = "ndim";
static const char __pyx_k_pack[] = "pack";
static const char __pyx_k_self[] = "self";
static const char __pyx_k_send[] = "send";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_spec[] = "__spec__";
static const char __pyx_k_step[] = "step";
static const char __pyx_k_stop[] = "stop";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_ASCII[] = "ASCII";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_clone[] = "clone";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_count[] = "count";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_index[] = "index";
static const char __pyx_k_lower[] = "lower";
static const char __pyx_k_other[] = "other";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_score[] = "score";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_state[] = "state";
static const char __pyx_k_throw[] = "throw";
static const char __pyx_k_upper[] = "upper";
static const char __pyx_k_charge[] = "charge";
static const char __pyx_k_enable[] = "enable";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_fields[] = "fields";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_kwargs[] = "kwargs";
static const char __pyx_k_name_2[] = "__name__";
static const char __pyx_k_npeaks[] = "npeaks";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_reject[] = "reject";
static const char __pyx_k_result[] = "result";
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_disable[] = "disable";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_results[] = "results";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_INFINITY[] = "INFINITY";
static const char __pyx_k_Sequence[] = "Sequence";
static const char __pyx_k_evaluate[] = "_evaluate";
static const char __pyx_k_expected[] = "expected";
static const char __pyx_k_function[] = "function";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_itemsize[] = "itemsize";
static const char __pyx_k_observed[] = "observed";
static const char __pyx_k_operator[] = "operator";
static const char __pyx_k_peaklist[] = "peaklist";
static const char __pyx_k_pyx_capi[] = "__pyx_capi__";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_register[] = "register";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_configure[] = "_configure";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_isenabled[] = "isenabled";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_seed_peak[] = "seed_peak";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_attrgetter[] = "attrgetter";
static const char __pyx_k_evaluate_2[] = "evaluate";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_GTestFitter[] = "GTestFitter";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_MemoryError[] = "MemoryError";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_collections[] = "collections";
static const char __pyx_k_configure_2[] = "configure";
static const char __pyx_k_theoretical[] = "theoretical";
static const char __pyx_k_deconvoluter[] = "deconvoluter";
static const char __pyx_k_domain_scale[] = "domain_scale";
static const char __pyx_k_experimental[] = "experimental";
static const char __pyx_k_initializing[] = "_initializing";
static const char __pyx_k_is_coroutine[] = "_is_coroutine";
static const char __pyx_k_missed_peaks[] = "missed_peaks";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_reject_score[] = "reject_score";
static const char __pyx_k_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_is_maximizing[] = "is_maximizing";
static const char __pyx_k_minimum_score[] = "minimum_score";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_selector_type[] = "selector_type";
static const char __pyx_k_AssertionError[] = "AssertionError";
static const char __pyx_k_FunctionScorer[] = "FunctionScorer";
static const char __pyx_k_MSDeconVFitter[] = "MSDeconVFitter";
static const char __pyx_k_penalty_factor[] = "penalty_factor";
static const char __pyx_k_ChiSquareFitter[] = "ChiSquareFitter";
static const char __pyx_k_FitSelectorBase[] = "FitSelectorBase";
static const char __pyx_k_View_MemoryView[] = "View.MemoryView";
static const char __pyx_k_allocate_buffer[] = "allocate_buffer";
static const char __pyx_k_collections_abc[] = "collections.abc";
static const char __pyx_k_dtype_is_object[] = "dtype_is_object";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_score_threshold[] = "score_threshold";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_DotProductFitter[] = "DotProductFitter";
static const char __pyx_k_peak_count_scale[] = "peak_count_scale";
static const char __pyx_k_IsotopicFitRecord[] = "IsotopicFitRecord";
static const char __pyx_k_ScaledGTestFitter[] = "ScaledGTestFitter";
static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum";
static const char __pyx_k_IsotopicFitterBase[] = "IsotopicFitterBase";
static const char __pyx_k_LeastSquaresFitter[] = "LeastSquaresFitter";
static const char __pyx_k_asyncio_coroutines[] = "asyncio.coroutines";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_experimental_peaks[] = "experimental_peaks";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_MaximizeFitSelector[] = "MaximizeFitSelector";
static const char __pyx_k_MinimizeFitSelector[] = "MinimizeFitSelector";
static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
static const char __pyx_k_FitSelectorBase_best[] = "FitSelectorBase.best";
static const char __pyx_k_mass_error_tolerance[] = "mass_error_tolerance";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_DistinctPatternFitter[] = "DistinctPatternFitter";
static const char __pyx_k_GTestFitter__evaluate[] = "GTestFitter._evaluate";
static const char __pyx_k_InterferenceDetection[] = "InterferenceDetection";
static const char __pyx_k_Invalid_shape_in_axis[] = "Invalid shape in axis ";
static const char __pyx_k_IsotopicFitRecord__eq[] = "IsotopicFitRecord._eq";
static const char __pyx_k_IsotopicFitRecord__gt[] = "IsotopicFitRecord._gt";
static const char __pyx_k_IsotopicFitRecord__lt[] = "IsotopicFitRecord._lt";
static const char __pyx_k_IsotopicFitRecord__ne[] = "IsotopicFitRecord._ne";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_Cannot_index_with_type[] = "Cannot index with type '";
static const char __pyx_k_FitSelectorBase_reject[] = "FitSelectorBase.reject";
static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static const char __pyx_k_calculate_scale_factor[] = "_calculate_scale_factor";
static const char __pyx_k_FunctionScorer___reduce[] = "FunctionScorer.__reduce__";
static const char __pyx_k_IsotopicFitRecord_clone[] = "IsotopicFitRecord.clone";
static const char __pyx_k_MSDeconVFitter___reduce[] = "MSDeconVFitter.__reduce__";
static const char __pyx_k_MSDeconVFitter_evaluate[] = "MSDeconVFitter.evaluate";
static const char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static const char __pyx_k_PenalizedMSDeconVFitter[] = "PenalizedMSDeconVFitter";
static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static const char __pyx_k_ms_deisotope__c_scoring[] = "ms_deisotope._c.scoring";
static const char __pyx_k_FitSelectorBase___reduce[] = "FitSelectorBase.__reduce__";
static const char __pyx_k_FunctionScorer__evaluate[] = "FunctionScorer._evaluate";
static const char __pyx_k_IsotopicFitRecord___iter[] = "IsotopicFitRecord.__iter__";
static const char __pyx_k_MSDeconVFitter__evaluate[] = "MSDeconVFitter._evaluate";
static const char __pyx_k_MaximizeFitSelector_best[] = "MaximizeFitSelector.best";
static const char __pyx_k_MinimizeFitSelector_best[] = "MinimizeFitSelector.best";
static const char __pyx_k_ChiSquareFitter__evaluate[] = "ChiSquareFitter._evaluate";
static const char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct";
static const char __pyx_k_FunctionScorer___getstate[] = "FunctionScorer.__getstate__";
static const char __pyx_k_FunctionScorer___setstate[] = "FunctionScorer.__setstate__";
static const char __pyx_k_IsotopicFitterBase_reject[] = "IsotopicFitterBase.reject";
static const char __pyx_k_MSDeconVFitter___getstate[] = "MSDeconVFitter.__getstate__";
static const char __pyx_k_MSDeconVFitter___setstate[] = "MSDeconVFitter.__setstate__";
static const char __pyx_k_DotProductFitter__evaluate[] = "DotProductFitter._evaluate";
static const char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)";
static const char __pyx_k_IsotopicFitRecord___reduce[] = "IsotopicFitRecord.__reduce__";
static const char __pyx_k_MaximizeFitSelector_reject[] = "MaximizeFitSelector.reject";
static const char __pyx_k_MinimizeFitSelector_reject[] = "MinimizeFitSelector.reject";
static const char __pyx_k_IsotopicFitterBase___reduce[] = "IsotopicFitterBase.__reduce__";
static const char __pyx_k_IsotopicFitterBase_evaluate[] = "IsotopicFitterBase.evaluate";
static const char __pyx_k_ScaledGTestFitter__evaluate[] = "ScaledGTestFitter._evaluate";
static const char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static const char __pyx_k_FitSelectorBase_reject_score[] = "FitSelectorBase.reject_score";
static const char __pyx_k_IsotopicFitterBase__evaluate[] = "IsotopicFitterBase._evaluate";
static const char __pyx_k_IsotopicFitterBase_configure[] = "IsotopicFitterBase.configure";
static const char __pyx_k_LeastSquaresFitter__evaluate[] = "LeastSquaresFitter._evaluate";
static const char __pyx_k_FitSelectorBase_is_maximizing[] = "FitSelectorBase.is_maximizing";
static const char __pyx_k_IsotopicFitterBase___getstate[] = "IsotopicFitterBase.__getstate__";
static const char __pyx_k_IsotopicFitterBase___setstate[] = "IsotopicFitterBase.__setstate__";
static const char __pyx_k_IsotopicFitterBase__configure[] = "IsotopicFitterBase._configure";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter[] = "ScaledPenalizedMSDeconvFitter";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_InterferenceDetection___reduce[] = "InterferenceDetection.__reduce__";
static const char __pyx_k_self___class_____name___fields[] = "{self.__class__.__name__}({fields})";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_DistinctPatternFitter__evaluate[] = "DistinctPatternFitter._evaluate";
static const char __pyx_k_IsotopicFitterBase_reject_score[] = "IsotopicFitterBase.reject_score";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter_2[] = "ScaledPenalizedMSDeconvFitter.__getstate__";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter_3[] = "ScaledPenalizedMSDeconvFitter.__setstate__";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
static const char __pyx_k_self___class_____name___minimum[] = "{self.__class__.__name__}(minimum_score={self.minimum_score})";
static const char __pyx_k_src_ms_deisotope__c_scoring_pyx[] = "src/ms_deisotope/_c/scoring.pyx";
static const char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced";
static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static const char __pyx_k_Cannot_assign_to_read_only_memor[] = "Cannot assign to read-only memoryview";
static const char __pyx_k_Cannot_create_writable_memory_vi[] = "Cannot create writable memory view from read-only memoryview";
static const char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions";
static const char __pyx_k_DistinctPatternFitter___getstate[] = "DistinctPatternFitter.__getstate__";
static const char __pyx_k_DistinctPatternFitter___setstate[] = "DistinctPatternFitter.__setstate__";
static const char __pyx_k_DistinctPatternFitter__configure[] = "DistinctPatternFitter._configure";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Incompatible_checksums_0x_x_vs_0[] = "Incompatible checksums (0x%x vs (0x82a3537, 0x6ae9995, 0xb068931) = (name))";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_InterferenceDetection___getstate[] = "InterferenceDetection.__getstate__";
static const char __pyx_k_InterferenceDetection___setstate[] = "InterferenceDetection.__setstate__";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got ";
static const char __pyx_k_IsotopicFitRecord_score_0_5f_cha[] = "IsotopicFitRecord(score=%0.5f, charge=%d, npeaks=%d, monoisotopic_mz=%0.5f)";
static const char __pyx_k_IsotopicFitterBase_is_maximizing[] = "IsotopicFitterBase.is_maximizing";
static const char __pyx_k_MaximizeFitSelector_is_maximizin[] = "MaximizeFitSelector.is_maximizing";
static const char __pyx_k_MaximizeFitSelector_reject_score[] = "MaximizeFitSelector.reject_score";
static const char __pyx_k_MinimizeFitSelector_is_maximizin[] = "MinimizeFitSelector.is_maximizing";
static const char __pyx_k_MinimizeFitSelector_reject_score[] = "MinimizeFitSelector.reject_score";
static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis ";
static const char __pyx_k_PenalizedMSDeconVFitter___getsta[] = "PenalizedMSDeconVFitter.__getstate__";
static const char __pyx_k_PenalizedMSDeconVFitter___reduce[] = "PenalizedMSDeconVFitter.__reduce__";
static const char __pyx_k_PenalizedMSDeconVFitter___setsta[] = "PenalizedMSDeconVFitter.__setstate__";
static const char __pyx_k_PenalizedMSDeconVFitter__evaluat[] = "PenalizedMSDeconVFitter._evaluate";
static const char __pyx_k_PenalizedMSDeconVFitter_evaluate[] = "PenalizedMSDeconVFitter.evaluate";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter__c[] = "ScaledPenalizedMSDeconvFitter._calculate_scale_factor";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter__e[] = "ScaledPenalizedMSDeconvFitter._evaluate";
static const char __pyx_k_ScaledPenalizedMSDeconvFitter_ev[] = "ScaledPenalizedMSDeconvFitter.evaluate";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension ";
static const char __pyx_k_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__";
static const char __pyx_k_numpy_core_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 int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_seed_peak, double __pyx_v_score, int __pyx_v_charge, struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_v_theoretical, PyObject *__pyx_v_experimental, PyObject *__pyx_v_data, int __pyx_v_missed_peaks); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_2clone(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6_eq(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_8_ne(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_10_lt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12_gt(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_14__richcmp__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_other, int __pyx_v_code); /* proto */
static Py_hash_t __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_16__hash__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_18__iter__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6npeaks___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_21__repr__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_minimum_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_4best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_results); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_6__call__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_8reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_result); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_10reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_12is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_14__repr__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_2reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_4reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_6is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_best(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, PyObject *__pyx_v_results); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_2reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_4reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_6is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_score_threshold); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_4__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_8evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected, CYTHON_UNUSED PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_12__call__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_14reject(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_v_fit); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_16reject_score(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, double __pyx_v_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_18is_maximizing(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_20_configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_22configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_24__repr__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_11GTestFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_17ScaledGTestFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_18LeastSquaresFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_15ChiSquareFitter__evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_mass_error_tolerance); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_2evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_4__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_6__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_8__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_penalty_factor, PyObject *__pyx_v_mass_error_tolerance); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_4__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_6__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_8evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, PyObject *__pyx_v_function, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_selector_type); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_2__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_4__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_6__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_14FunctionScorer_8_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_2__reduce__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_4__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_6__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8__call__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_experimental_peaks, PyObject *__pyx_v_lower, PyObject *__pyx_v_upper); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_peak_count_scale, PyObject *__pyx_v_domain_scale); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_2__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_4__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_6_configure(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *__pyx_v_deconvoluter, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_8_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score, PyObject *__pyx_v_penalty_factor, PyObject *__pyx_v_mass_error_tolerance); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_2__getstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_4__setstate__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6_calculate_scale_factor(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_8evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_observed, PyObject *__pyx_v_expected); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_10_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer___get__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_4__del__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_v_self); /* proto */
static int __pyx_pf_12ms_deisotope_2_c_7scoring_16DotProductFitter___init__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_v_self, PyObject *__pyx_v_minimum_score); /* proto */
static PyObject *__pyx_pf_12ms_deisotope_2_c_7scoring_16DotProductFitter_2_evaluate(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_v_self, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *__pyx_v_peaklist, PyObject *__pyx_v_experimental, PyObject *__pyx_v_theoretical); /* proto */
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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/* #### Code section: module_state_traverse ### */
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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
#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_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
#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
#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_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_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
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#endif
#if CYTHON_USE_MODULE_STATE
#define __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord
#define __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase
#define __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase
#define __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer
#define __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection
#define __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector
#define __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector
#define __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter
#define __pyx_type_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ __pyx_mstate_global->__pyx_type_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__
#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_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
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_MinimizeFitSelector __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_MinimizeFitSelector
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_MaximizeFitSelector __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_MaximizeFitSelector
#define __pyx_ptype_12ms_deisotope_2_c_7scoring_ChiSquareFitter __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring_ChiSquareFitter
#define __pyx_ptype_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ __pyx_mstate_global->__pyx_ptype_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__
#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_transpose_memoryview_with __pyx_mstate_global->__pyx_kp_s_Cannot_transpose_memoryview_with
#define __pyx_n_s_ChiSquareFitter __pyx_mstate_global->__pyx_n_s_ChiSquareFitter
#define __pyx_n_s_ChiSquareFitter__evaluate __pyx_mstate_global->__pyx_n_s_ChiSquareFitter__evaluate
#define __pyx_kp_s_Dimension_d_is_not_direct __pyx_mstate_global->__pyx_kp_s_Dimension_d_is_not_direct
#define __pyx_n_s_DistinctPatternFitter __pyx_mstate_global->__pyx_n_s_DistinctPatternFitter
#define __pyx_n_s_DistinctPatternFitter___getstate __pyx_mstate_global->__pyx_n_s_DistinctPatternFitter___getstate
#define __pyx_n_s_DistinctPatternFitter___setstate __pyx_mstate_global->__pyx_n_s_DistinctPatternFitter___setstate
#define __pyx_n_s_DistinctPatternFitter__configure __pyx_mstate_global->__pyx_n_s_DistinctPatternFitter__configure
#define __pyx_n_s_DistinctPatternFitter__evaluate __pyx_mstate_global->__pyx_n_s_DistinctPatternFitter__evaluate
#define __pyx_n_s_DotProductFitter __pyx_mstate_global->__pyx_n_s_DotProductFitter
#define __pyx_n_s_DotProductFitter__evaluate __pyx_mstate_global->__pyx_n_s_DotProductFitter__evaluate
#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_n_s_FitSelectorBase __pyx_mstate_global->__pyx_n_s_FitSelectorBase
#define __pyx_n_s_FitSelectorBase___reduce __pyx_mstate_global->__pyx_n_s_FitSelectorBase___reduce
#define __pyx_n_s_FitSelectorBase_best __pyx_mstate_global->__pyx_n_s_FitSelectorBase_best
#define __pyx_n_s_FitSelectorBase_is_maximizing __pyx_mstate_global->__pyx_n_s_FitSelectorBase_is_maximizing
#define __pyx_n_s_FitSelectorBase_reject __pyx_mstate_global->__pyx_n_s_FitSelectorBase_reject
#define __pyx_n_s_FitSelectorBase_reject_score __pyx_mstate_global->__pyx_n_s_FitSelectorBase_reject_score
#define __pyx_n_s_FunctionScorer __pyx_mstate_global->__pyx_n_s_FunctionScorer
#define __pyx_n_s_FunctionScorer___getstate __pyx_mstate_global->__pyx_n_s_FunctionScorer___getstate
#define __pyx_n_s_FunctionScorer___reduce __pyx_mstate_global->__pyx_n_s_FunctionScorer___reduce
#define __pyx_n_s_FunctionScorer___setstate __pyx_mstate_global->__pyx_n_s_FunctionScorer___setstate
#define __pyx_n_s_FunctionScorer__evaluate __pyx_mstate_global->__pyx_n_s_FunctionScorer__evaluate
#define __pyx_n_s_GTestFitter __pyx_mstate_global->__pyx_n_s_GTestFitter
#define __pyx_n_s_GTestFitter__evaluate __pyx_mstate_global->__pyx_n_s_GTestFitter__evaluate
#define __pyx_n_s_INFINITY __pyx_mstate_global->__pyx_n_s_INFINITY
#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_n_s_InterferenceDetection __pyx_mstate_global->__pyx_n_s_InterferenceDetection
#define __pyx_n_s_InterferenceDetection___getstate __pyx_mstate_global->__pyx_n_s_InterferenceDetection___getstate
#define __pyx_n_s_InterferenceDetection___reduce __pyx_mstate_global->__pyx_n_s_InterferenceDetection___reduce
#define __pyx_n_s_InterferenceDetection___setstate __pyx_mstate_global->__pyx_n_s_InterferenceDetection___setstate
#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_IsotopicFitRecord __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord
#define __pyx_n_s_IsotopicFitRecord___iter __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord___iter
#define __pyx_n_s_IsotopicFitRecord___reduce __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord___reduce
#define __pyx_n_s_IsotopicFitRecord__eq __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord__eq
#define __pyx_n_s_IsotopicFitRecord__gt __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord__gt
#define __pyx_n_s_IsotopicFitRecord__lt __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord__lt
#define __pyx_n_s_IsotopicFitRecord__ne __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord__ne
#define __pyx_n_s_IsotopicFitRecord_clone __pyx_mstate_global->__pyx_n_s_IsotopicFitRecord_clone
#define __pyx_kp_s_IsotopicFitRecord_score_0_5f_cha __pyx_mstate_global->__pyx_kp_s_IsotopicFitRecord_score_0_5f_cha
#define __pyx_n_s_IsotopicFitterBase __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase
#define __pyx_n_s_IsotopicFitterBase___getstate __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase___getstate
#define __pyx_n_s_IsotopicFitterBase___reduce __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase___reduce
#define __pyx_n_s_IsotopicFitterBase___setstate __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase___setstate
#define __pyx_n_s_IsotopicFitterBase__configure __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase__configure
#define __pyx_n_s_IsotopicFitterBase__evaluate __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase__evaluate
#define __pyx_n_s_IsotopicFitterBase_configure __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase_configure
#define __pyx_n_s_IsotopicFitterBase_evaluate __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase_evaluate
#define __pyx_n_s_IsotopicFitterBase_is_maximizing __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase_is_maximizing
#define __pyx_n_s_IsotopicFitterBase_reject __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase_reject
#define __pyx_n_s_IsotopicFitterBase_reject_score __pyx_mstate_global->__pyx_n_s_IsotopicFitterBase_reject_score
#define __pyx_n_s_LeastSquaresFitter __pyx_mstate_global->__pyx_n_s_LeastSquaresFitter
#define __pyx_n_s_LeastSquaresFitter__evaluate __pyx_mstate_global->__pyx_n_s_LeastSquaresFitter__evaluate
#define __pyx_n_s_MSDeconVFitter __pyx_mstate_global->__pyx_n_s_MSDeconVFitter
#define __pyx_n_s_MSDeconVFitter___getstate __pyx_mstate_global->__pyx_n_s_MSDeconVFitter___getstate
#define __pyx_n_s_MSDeconVFitter___reduce __pyx_mstate_global->__pyx_n_s_MSDeconVFitter___reduce
#define __pyx_n_s_MSDeconVFitter___setstate __pyx_mstate_global->__pyx_n_s_MSDeconVFitter___setstate
#define __pyx_n_s_MSDeconVFitter__evaluate __pyx_mstate_global->__pyx_n_s_MSDeconVFitter__evaluate
#define __pyx_n_s_MSDeconVFitter_evaluate __pyx_mstate_global->__pyx_n_s_MSDeconVFitter_evaluate
#define __pyx_n_s_MaximizeFitSelector __pyx_mstate_global->__pyx_n_s_MaximizeFitSelector
#define __pyx_n_s_MaximizeFitSelector_best __pyx_mstate_global->__pyx_n_s_MaximizeFitSelector_best
#define __pyx_n_s_MaximizeFitSelector_is_maximizin __pyx_mstate_global->__pyx_n_s_MaximizeFitSelector_is_maximizin
#define __pyx_n_s_MaximizeFitSelector_reject __pyx_mstate_global->__pyx_n_s_MaximizeFitSelector_reject
#define __pyx_n_s_MaximizeFitSelector_reject_score __pyx_mstate_global->__pyx_n_s_MaximizeFitSelector_reject_score
#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_n_s_MinimizeFitSelector __pyx_mstate_global->__pyx_n_s_MinimizeFitSelector
#define __pyx_n_s_MinimizeFitSelector_best __pyx_mstate_global->__pyx_n_s_MinimizeFitSelector_best
#define __pyx_n_s_MinimizeFitSelector_is_maximizin __pyx_mstate_global->__pyx_n_s_MinimizeFitSelector_is_maximizin
#define __pyx_n_s_MinimizeFitSelector_reject __pyx_mstate_global->__pyx_n_s_MinimizeFitSelector_reject
#define __pyx_n_s_MinimizeFitSelector_reject_score __pyx_mstate_global->__pyx_n_s_MinimizeFitSelector_reject_score
#define __pyx_n_s_NotImplementedError __pyx_mstate_global->__pyx_n_s_NotImplementedError
#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_PenalizedMSDeconVFitter __pyx_mstate_global->__pyx_n_s_PenalizedMSDeconVFitter
#define __pyx_n_s_PenalizedMSDeconVFitter___getsta __pyx_mstate_global->__pyx_n_s_PenalizedMSDeconVFitter___getsta
#define __pyx_n_s_PenalizedMSDeconVFitter___reduce __pyx_mstate_global->__pyx_n_s_PenalizedMSDeconVFitter___reduce
#define __pyx_n_s_PenalizedMSDeconVFitter___setsta __pyx_mstate_global->__pyx_n_s_PenalizedMSDeconVFitter___setsta
#define __pyx_n_s_PenalizedMSDeconVFitter__evaluat __pyx_mstate_global->__pyx_n_s_PenalizedMSDeconVFitter__evaluat
#define __pyx_n_s_PenalizedMSDeconVFitter_evaluate __pyx_mstate_global->__pyx_n_s_PenalizedMSDeconVFitter_evaluate
#define __pyx_n_s_PickleError __pyx_mstate_global->__pyx_n_s_PickleError
#define __pyx_n_s_ScaledGTestFitter __pyx_mstate_global->__pyx_n_s_ScaledGTestFitter
#define __pyx_n_s_ScaledGTestFitter__evaluate __pyx_mstate_global->__pyx_n_s_ScaledGTestFitter__evaluate
#define __pyx_n_s_ScaledPenalizedMSDeconvFitter __pyx_mstate_global->__pyx_n_s_ScaledPenalizedMSDeconvFitter
#define __pyx_n_s_ScaledPenalizedMSDeconvFitter_2 __pyx_mstate_global->__pyx_n_s_ScaledPenalizedMSDeconvFitter_2
#define __pyx_n_s_ScaledPenalizedMSDeconvFitter_3 __pyx_mstate_global->__pyx_n_s_ScaledPenalizedMSDeconvFitter_3
#define __pyx_n_s_ScaledPenalizedMSDeconvFitter__c __pyx_mstate_global->__pyx_n_s_ScaledPenalizedMSDeconvFitter__c
#define __pyx_n_s_ScaledPenalizedMSDeconvFitter__e __pyx_mstate_global->__pyx_n_s_ScaledPenalizedMSDeconvFitter__e
#define __pyx_n_s_ScaledPenalizedMSDeconvFitter_ev __pyx_mstate_global->__pyx_n_s_ScaledPenalizedMSDeconvFitter_ev
#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_u__2 __pyx_mstate_global->__pyx_kp_u__2
#define __pyx_n_s__3 __pyx_mstate_global->__pyx_n_s__3
#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__97 __pyx_mstate_global->__pyx_n_s__97
#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_asyncio_coroutines __pyx_mstate_global->__pyx_n_s_asyncio_coroutines
#define __pyx_n_s_attrgetter __pyx_mstate_global->__pyx_n_s_attrgetter
#define __pyx_n_s_base __pyx_mstate_global->__pyx_n_s_base
#define __pyx_n_s_best __pyx_mstate_global->__pyx_n_s_best
#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_n_s_calculate_scale_factor __pyx_mstate_global->__pyx_n_s_calculate_scale_factor
#define __pyx_n_s_charge __pyx_mstate_global->__pyx_n_s_charge
#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_clone __pyx_mstate_global->__pyx_n_s_clone
#define __pyx_n_s_close __pyx_mstate_global->__pyx_n_s_close
#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_n_s_configure __pyx_mstate_global->__pyx_n_s_configure
#define __pyx_n_s_configure_2 __pyx_mstate_global->__pyx_n_s_configure_2
#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_count __pyx_mstate_global->__pyx_n_s_count
#define __pyx_n_s_data __pyx_mstate_global->__pyx_n_s_data
#define __pyx_n_s_deconvoluter __pyx_mstate_global->__pyx_n_s_deconvoluter
#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_domain_scale __pyx_mstate_global->__pyx_n_s_domain_scale
#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_eq __pyx_mstate_global->__pyx_n_s_eq
#define __pyx_n_s_error __pyx_mstate_global->__pyx_n_s_error
#define __pyx_n_s_evaluate __pyx_mstate_global->__pyx_n_s_evaluate
#define __pyx_n_s_evaluate_2 __pyx_mstate_global->__pyx_n_s_evaluate_2
#define __pyx_n_s_expected __pyx_mstate_global->__pyx_n_s_expected
#define __pyx_n_s_experimental __pyx_mstate_global->__pyx_n_s_experimental
#define __pyx_n_s_experimental_peaks __pyx_mstate_global->__pyx_n_s_experimental_peaks
#define __pyx_n_s_fields __pyx_mstate_global->__pyx_n_s_fields
#define __pyx_n_s_fit __pyx_mstate_global->__pyx_n_s_fit
#define __pyx_n_s_flags __pyx_mstate_global->__pyx_n_s_flags
#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_function __pyx_mstate_global->__pyx_n_s_function
#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_gt __pyx_mstate_global->__pyx_n_s_gt
#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_index __pyx_mstate_global->__pyx_n_s_index
#define __pyx_n_s_initializing __pyx_mstate_global->__pyx_n_s_initializing
#define __pyx_n_s_is_coroutine __pyx_mstate_global->__pyx_n_s_is_coroutine
#define __pyx_n_s_is_maximizing __pyx_mstate_global->__pyx_n_s_is_maximizing
#define __pyx_kp_u_isenabled __pyx_mstate_global->__pyx_kp_u_isenabled
#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_iter __pyx_mstate_global->__pyx_n_s_iter
#define __pyx_n_s_key __pyx_mstate_global->__pyx_n_s_key
#define __pyx_n_s_kwargs __pyx_mstate_global->__pyx_n_s_kwargs
#define __pyx_n_s_lower __pyx_mstate_global->__pyx_n_s_lower
#define __pyx_n_s_lt __pyx_mstate_global->__pyx_n_s_lt
#define __pyx_n_s_main __pyx_mstate_global->__pyx_n_s_main
#define __pyx_n_s_mass_error_tolerance __pyx_mstate_global->__pyx_n_s_mass_error_tolerance
#define __pyx_n_s_max __pyx_mstate_global->__pyx_n_s_max
#define __pyx_n_s_memview __pyx_mstate_global->__pyx_n_s_memview
#define __pyx_n_s_min __pyx_mstate_global->__pyx_n_s_min
#define __pyx_n_s_minimum_score __pyx_mstate_global->__pyx_n_s_minimum_score
#define __pyx_n_s_missed_peaks __pyx_mstate_global->__pyx_n_s_missed_peaks
#define __pyx_n_s_mode __pyx_mstate_global->__pyx_n_s_mode
#define __pyx_n_s_ms_deisotope__c_scoring __pyx_mstate_global->__pyx_n_s_ms_deisotope__c_scoring
#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_ne __pyx_mstate_global->__pyx_n_s_ne
#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_npeaks __pyx_mstate_global->__pyx_n_s_npeaks
#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_observed __pyx_mstate_global->__pyx_n_s_observed
#define __pyx_n_s_operator __pyx_mstate_global->__pyx_n_s_operator
#define __pyx_n_s_other __pyx_mstate_global->__pyx_n_s_other
#define __pyx_n_s_pack __pyx_mstate_global->__pyx_n_s_pack
#define __pyx_n_s_peak_count_scale __pyx_mstate_global->__pyx_n_s_peak_count_scale
#define __pyx_n_s_peaklist __pyx_mstate_global->__pyx_n_s_peaklist
#define __pyx_n_s_penalty_factor __pyx_mstate_global->__pyx_n_s_penalty_factor
#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_capi __pyx_mstate_global->__pyx_n_s_pyx_capi
#define __pyx_n_s_pyx_checksum __pyx_mstate_global->__pyx_n_s_pyx_checksum
#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_reject __pyx_mstate_global->__pyx_n_s_reject
#define __pyx_n_s_reject_score __pyx_mstate_global->__pyx_n_s_reject_score
#define __pyx_n_s_result __pyx_mstate_global->__pyx_n_s_result
#define __pyx_n_s_results __pyx_mstate_global->__pyx_n_s_results
#define __pyx_n_s_score __pyx_mstate_global->__pyx_n_s_score
#define __pyx_n_s_score_threshold __pyx_mstate_global->__pyx_n_s_score_threshold
#define __pyx_n_s_seed_peak __pyx_mstate_global->__pyx_n_s_seed_peak
#define __pyx_n_s_selector_type __pyx_mstate_global->__pyx_n_s_selector_type
#define __pyx_n_s_self __pyx_mstate_global->__pyx_n_s_self
#define __pyx_kp_s_self___class_____name___fields __pyx_mstate_global->__pyx_kp_s_self___class_____name___fields
#define __pyx_kp_s_self___class_____name___minimum __pyx_mstate_global->__pyx_kp_s_self___class_____name___minimum
#define __pyx_n_s_send __pyx_mstate_global->__pyx_n_s_send
#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_size __pyx_mstate_global->__pyx_n_s_size
#define __pyx_n_s_spec __pyx_mstate_global->__pyx_n_s_spec
#define __pyx_kp_s_src_ms_deisotope__c_scoring_pyx __pyx_mstate_global->__pyx_kp_s_src_ms_deisotope__c_scoring_pyx
#define __pyx_n_s_start __pyx_mstate_global->__pyx_n_s_start
#define __pyx_n_s_state __pyx_mstate_global->__pyx_n_s_state
#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_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_n_s_theoretical __pyx_mstate_global->__pyx_n_s_theoretical
#define __pyx_n_s_throw __pyx_mstate_global->__pyx_n_s_throw
#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_upper __pyx_mstate_global->__pyx_n_s_upper
#define __pyx_n_s_version_info __pyx_mstate_global->__pyx_n_s_version_info
#define __pyx_float_1_ __pyx_mstate_global->__pyx_float_1_
#define __pyx_float_0_3 __pyx_mstate_global->__pyx_float_0_3
#define __pyx_float_0_5 __pyx_mstate_global->__pyx_float_0_5
#define __pyx_float_1_5 __pyx_mstate_global->__pyx_float_1_5
#define __pyx_float_0_02 __pyx_mstate_global->__pyx_float_0_02
#define __pyx_float_100_ __pyx_mstate_global->__pyx_float_100_
#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_10 __pyx_mstate_global->__pyx_int_10
#define __pyx_int_100 __pyx_mstate_global->__pyx_int_100
#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_k__12 __pyx_mstate_global->__pyx_k__12
#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__11 __pyx_mstate_global->__pyx_tuple__11
#define __pyx_tuple__13 __pyx_mstate_global->__pyx_tuple__13
#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__25 __pyx_mstate_global->__pyx_tuple__25
#define __pyx_tuple__28 __pyx_mstate_global->__pyx_tuple__28
#define __pyx_tuple__34 __pyx_mstate_global->__pyx_tuple__34
#define __pyx_tuple__36 __pyx_mstate_global->__pyx_tuple__36
#define __pyx_tuple__38 __pyx_mstate_global->__pyx_tuple__38
#define __pyx_tuple__42 __pyx_mstate_global->__pyx_tuple__42
#define __pyx_tuple__52 __pyx_mstate_global->__pyx_tuple__52
#define __pyx_tuple__54 __pyx_mstate_global->__pyx_tuple__54
#define __pyx_tuple__56 __pyx_mstate_global->__pyx_tuple__56
#define __pyx_tuple__61 __pyx_mstate_global->__pyx_tuple__61
#define __pyx_tuple__88 __pyx_mstate_global->__pyx_tuple__88
#define __pyx_tuple__92 __pyx_mstate_global->__pyx_tuple__92
#define __pyx_codeobj__24 __pyx_mstate_global->__pyx_codeobj__24
#define __pyx_codeobj__26 __pyx_mstate_global->__pyx_codeobj__26
#define __pyx_codeobj__27 __pyx_mstate_global->__pyx_codeobj__27
#define __pyx_codeobj__29 __pyx_mstate_global->__pyx_codeobj__29
#define __pyx_codeobj__30 __pyx_mstate_global->__pyx_codeobj__30
#define __pyx_codeobj__31 __pyx_mstate_global->__pyx_codeobj__31
#define __pyx_codeobj__32 __pyx_mstate_global->__pyx_codeobj__32
#define __pyx_codeobj__33 __pyx_mstate_global->__pyx_codeobj__33
#define __pyx_codeobj__35 __pyx_mstate_global->__pyx_codeobj__35
#define __pyx_codeobj__37 __pyx_mstate_global->__pyx_codeobj__37
#define __pyx_codeobj__39 __pyx_mstate_global->__pyx_codeobj__39
#define __pyx_codeobj__40 __pyx_mstate_global->__pyx_codeobj__40
#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__53 __pyx_mstate_global->__pyx_codeobj__53
#define __pyx_codeobj__55 __pyx_mstate_global->__pyx_codeobj__55
#define __pyx_codeobj__57 __pyx_mstate_global->__pyx_codeobj__57
#define __pyx_codeobj__58 __pyx_mstate_global->__pyx_codeobj__58
#define __pyx_codeobj__59 __pyx_mstate_global->__pyx_codeobj__59
#define __pyx_codeobj__60 __pyx_mstate_global->__pyx_codeobj__60
#define __pyx_codeobj__62 __pyx_mstate_global->__pyx_codeobj__62
#define __pyx_codeobj__63 __pyx_mstate_global->__pyx_codeobj__63
#define __pyx_codeobj__64 __pyx_mstate_global->__pyx_codeobj__64
#define __pyx_codeobj__65 __pyx_mstate_global->__pyx_codeobj__65
#define __pyx_codeobj__66 __pyx_mstate_global->__pyx_codeobj__66
#define __pyx_codeobj__67 __pyx_mstate_global->__pyx_codeobj__67
#define __pyx_codeobj__68 __pyx_mstate_global->__pyx_codeobj__68
#define __pyx_codeobj__69 __pyx_mstate_global->__pyx_codeobj__69
#define __pyx_codeobj__70 __pyx_mstate_global->__pyx_codeobj__70
#define __pyx_codeobj__71 __pyx_mstate_global->__pyx_codeobj__71
#define __pyx_codeobj__72 __pyx_mstate_global->__pyx_codeobj__72
#define __pyx_codeobj__73 __pyx_mstate_global->__pyx_codeobj__73
#define __pyx_codeobj__74 __pyx_mstate_global->__pyx_codeobj__74
#define __pyx_codeobj__75 __pyx_mstate_global->__pyx_codeobj__75
#define __pyx_codeobj__76 __pyx_mstate_global->__pyx_codeobj__76
#define __pyx_codeobj__77 __pyx_mstate_global->__pyx_codeobj__77
#define __pyx_codeobj__78 __pyx_mstate_global->__pyx_codeobj__78
#define __pyx_codeobj__79 __pyx_mstate_global->__pyx_codeobj__79
#define __pyx_codeobj__80 __pyx_mstate_global->__pyx_codeobj__80
#define __pyx_codeobj__81 __pyx_mstate_global->__pyx_codeobj__81
#define __pyx_codeobj__82 __pyx_mstate_global->__pyx_codeobj__82
#define __pyx_codeobj__83 __pyx_mstate_global->__pyx_codeobj__83
#define __pyx_codeobj__84 __pyx_mstate_global->__pyx_codeobj__84
#define __pyx_codeobj__85 __pyx_mstate_global->__pyx_codeobj__85
#define __pyx_codeobj__86 __pyx_mstate_global->__pyx_codeobj__86
#define __pyx_codeobj__87 __pyx_mstate_global->__pyx_codeobj__87
#define __pyx_codeobj__89 __pyx_mstate_global->__pyx_codeobj__89
#define __pyx_codeobj__90 __pyx_mstate_global->__pyx_codeobj__90
#define __pyx_codeobj__91 __pyx_mstate_global->__pyx_codeobj__91
#define __pyx_codeobj__93 __pyx_mstate_global->__pyx_codeobj__93
#define __pyx_codeobj__94 __pyx_mstate_global->__pyx_codeobj__94
#define __pyx_codeobj__95 __pyx_mstate_global->__pyx_codeobj__95
#define __pyx_codeobj__96 __pyx_mstate_global->__pyx_codeobj__96
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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 201 "View.MemoryView"
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#line 202 "View.MemoryView"
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#line 210 "View.MemoryView"
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#line 349 "View.MemoryView"


#line 349 "View.MemoryView"
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#line 352 "View.MemoryView"
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#line 352 "View.MemoryView"
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#line 354 "View.MemoryView"
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#line 352 "View.MemoryView"
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#line 358 "View.MemoryView"
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#line 358 "View.MemoryView"
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#line 360 "View.MemoryView"
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#line 360 "View.MemoryView"
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#line 362 "View.MemoryView"
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#line 360 "View.MemoryView"
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#line 363 "View.MemoryView"
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#line 363 "View.MemoryView"
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#line 364 "View.MemoryView"
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#line 365 "View.MemoryView"
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#line 365 "View.MemoryView"
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#line 365 "View.MemoryView"
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#line 363 "View.MemoryView"
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#line 358 "View.MemoryView"
  }

  /* "View.MemoryView":368
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 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
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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"
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#line 368 "View.MemoryView"
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  /* "View.MemoryView":371
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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 349 "View.MemoryView"


#line 349 "View.MemoryView"
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#line 376 "View.MemoryView"
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#line 376 "View.MemoryView"


#line 376 "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 376 "View.MemoryView"
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#line 379 "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 388 "View.MemoryView"
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#line 526 "View.MemoryView"
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#line 529 "View.MemoryView"
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#line 531 "View.MemoryView"
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#line 531 "View.MemoryView"
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#line 534 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 536 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 541 "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"
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#line 711 "View.MemoryView"
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#line 725 "View.MemoryView"
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#line 725 "View.MemoryView"
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#line 729 "View.MemoryView"
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#line 729 "View.MemoryView"
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#line 730 "View.MemoryView"
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#line 730 "View.MemoryView"
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#line 742 "View.MemoryView"
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#line 743 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 749 "View.MemoryView"
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#line 750 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 757 "View.MemoryView"
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#line 758 "View.MemoryView"
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#line 759 "View.MemoryView"
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#line 760 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 767 "View.MemoryView"
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#line 767 "View.MemoryView"
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#line 767 "View.MemoryView"
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#line 767 "View.MemoryView"
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#line 767 "View.MemoryView"
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 *             slice_memviewslice(
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#line 768 "View.MemoryView"
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#line 768 "View.MemoryView"
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#line 768 "View.MemoryView"
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#line 768 "View.MemoryView"
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#line 768 "View.MemoryView"
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#line 770 "View.MemoryView"
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 *             new_ndim += 1             # <<<<<<<<<<<<<<
 * 
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#line 776 "View.MemoryView"
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#line 776 "View.MemoryView"
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#line 776 "View.MemoryView"
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 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
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#line 747 "View.MemoryView"
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#line 747 "View.MemoryView"
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 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
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 */

#line 778 "View.MemoryView"
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#line 778 "View.MemoryView"
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 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */

#line 779 "View.MemoryView"
    __Pyx_XDECREF((PyObject *)__pyx_r);

    /* "View.MemoryView":780
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_dtype_func,
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 */

#line 780 "View.MemoryView"
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    /* "View.MemoryView":781
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 *     else:
 */

#line 781 "View.MemoryView"
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    /* "View.MemoryView":779
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */

#line 779 "View.MemoryView"
    __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 779, __pyx_L1_error)

#line 779 "View.MemoryView"
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#line 779 "View.MemoryView"
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#line 779 "View.MemoryView"
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#line 779 "View.MemoryView"
    __pyx_t_2 = 0;

#line 779 "View.MemoryView"
    goto __pyx_L0;

    /* "View.MemoryView":778
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */

#line 778 "View.MemoryView"
  }

  /* "View.MemoryView":784
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */

#line 784 "View.MemoryView"
  /*else*/ {

#line 784 "View.MemoryView"
    __Pyx_XDECREF((PyObject *)__pyx_r);

    /* "View.MemoryView":785
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,
 *                                     memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 785 "View.MemoryView"
    __pyx_t_2 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 784, __pyx_L1_error)

#line 785 "View.MemoryView"
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    /* "View.MemoryView":784
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 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */

#line 784 "View.MemoryView"
    if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_memoryview_type))))) __PYX_ERR(1, 784, __pyx_L1_error)

#line 784 "View.MemoryView"
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#line 784 "View.MemoryView"
    __pyx_t_2 = 0;

#line 784 "View.MemoryView"
    goto __pyx_L0;

#line 784 "View.MemoryView"
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  /* "View.MemoryView":711
 * 
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):             # <<<<<<<<<<<<<<
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
 *     cdef bint negative_step
 */

#line 711 "View.MemoryView"


#line 711 "View.MemoryView"
  /* function exit code */

#line 711 "View.MemoryView"
  __pyx_L1_error:;

#line 711 "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"
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#line 711 "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"
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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"
  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"
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#line 793 "View.MemoryView"
  PyGILState_STATE __pyx_gilstate_save;

#line 793 "View.MemoryView"
  #endif

  /* "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:
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 */

#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"
  }

#line 878 "View.MemoryView"
  __pyx_L19:;

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

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

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

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

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

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

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

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

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

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

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

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

#line 882 "View.MemoryView"
        goto __pyx_L22;

#line 882 "View.MemoryView"
      }

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

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

        /* "View.MemoryView":886
 *             else:
 *                 _err_dim(PyExc_IndexError, "All dimensions preceding dimension %d "
 *                                      "must be indexed and not sliced", dim)             # <<<<<<<<<<<<<<
 *         else:
 *             suboffset_dim[0] = new_ndim
 */

#line 886 "View.MemoryView"
        __pyx_t_3 = __pyx_memoryview_err_dim(PyExc_IndexError, __pyx_kp_s_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 885, __pyx_L1_error)

#line 886 "View.MemoryView"
      }

#line 886 "View.MemoryView"
      __pyx_L22:;

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

#line 881 "View.MemoryView"
      goto __pyx_L21;

#line 881 "View.MemoryView"
    }

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

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

#line 888 "View.MemoryView"
      (__pyx_v_suboffset_dim[0]) = __pyx_v_new_ndim;

#line 888 "View.MemoryView"
    }

#line 888 "View.MemoryView"
    __pyx_L21:;

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

#line 880 "View.MemoryView"
  }

  /* "View.MemoryView":890
 *             suboffset_dim[0] = new_ndim
 * 
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * 
 */

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

#line 890 "View.MemoryView"
  goto __pyx_L0;

  /* "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"
  /* function exit code */

#line 793 "View.MemoryView"
  __pyx_L1_error:;

#line 793 "View.MemoryView"
  #ifdef WITH_THREAD

#line 793 "View.MemoryView"
  __pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 793 "View.MemoryView"
  #endif

#line 793 "View.MemoryView"
  __Pyx_AddTraceback("View.MemoryView.slice_memviewslice", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 793 "View.MemoryView"
  __pyx_r = -1;

#line 793 "View.MemoryView"
  #ifdef WITH_THREAD

#line 793 "View.MemoryView"
  __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 793 "View.MemoryView"
  #endif

#line 793 "View.MemoryView"
  __pyx_L0:;

#line 793 "View.MemoryView"
  return __pyx_r;

#line 793 "View.MemoryView"
}

/* "View.MemoryView":896
 * 
 * @cname('__pyx_pybuffer_index')
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,             # <<<<<<<<<<<<<<
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 */

#line 896 "View.MemoryView"


#line 896 "View.MemoryView"
static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, Py_ssize_t __pyx_v_index, Py_ssize_t __pyx_v_dim) {
  Py_ssize_t __pyx_v_shape
#line 896 "View.MemoryView"
;
  Py_ssize_t __pyx_v_stride
#line 896 "View.MemoryView"
;
  Py_ssize_t __pyx_v_suboffset
#line 896 "View.MemoryView"
;
  Py_ssize_t __pyx_v_itemsize
#line 896 "View.MemoryView"
;
  char *__pyx_v_resultp
#line 896 "View.MemoryView"
;

#line 896 "View.MemoryView"
  char *__pyx_r;

#line 896 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 896 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 896 "View.MemoryView"
  int __pyx_t_2;

#line 896 "View.MemoryView"
  PyObject *__pyx_t_3 = NULL;

#line 896 "View.MemoryView"
  Py_UCS4 __pyx_t_4;

#line 896 "View.MemoryView"
  PyObject *__pyx_t_5 = NULL;

#line 896 "View.MemoryView"
  int __pyx_lineno = 0;

#line 896 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 896 "View.MemoryView"
  int __pyx_clineno = 0;

#line 896 "View.MemoryView"
  __Pyx_RefNannySetupContext("pybuffer_index", 1);

  /* "View.MemoryView":898
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t itemsize = view.itemsize
 *     cdef char *resultp
 */

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

  /* "View.MemoryView":899
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 *     cdef Py_ssize_t itemsize = view.itemsize             # <<<<<<<<<<<<<<
 *     cdef char *resultp
 * 
 */

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

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

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

#line 902 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_view->ndim == 0);

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

    /* "View.MemoryView":903
 * 
 *     if view.ndim == 0:
 *         shape = view.len // itemsize             # <<<<<<<<<<<<<<
 *         stride = itemsize
 *     else:
 */

#line 903 "View.MemoryView"
    if (unlikely(__pyx_v_itemsize == 0)) {

#line 903 "View.MemoryView"
      PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");

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

#line 903 "View.MemoryView"
    }

#line 903 "View.MemoryView"
    else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1)  && unlikely(__Pyx_UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) {

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

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

#line 903 "View.MemoryView"
    }

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

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

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

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

#line 902 "View.MemoryView"
    goto __pyx_L3;

#line 902 "View.MemoryView"
  }

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

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

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

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

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

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

#line 908 "View.MemoryView"
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#line 916 "View.MemoryView"
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#line 919 "View.MemoryView"
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#line 920 "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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/* "View.MemoryView":929
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#line 929 "View.MemoryView"


#line 929 "View.MemoryView"
static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) {
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#line 929 "View.MemoryView"
;
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#line 929 "View.MemoryView"
;
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 930 "View.MemoryView"
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#line 930 "View.MemoryView"
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#line 932 "View.MemoryView"
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#line 933 "View.MemoryView"
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#line 937 "View.MemoryView"
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#line 937 "View.MemoryView"
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#line 937 "View.MemoryView"
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#line 938 "View.MemoryView"
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#line 939 "View.MemoryView"
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#line 939 "View.MemoryView"
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#line 939 "View.MemoryView"
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#line 939 "View.MemoryView"
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#line 940 "View.MemoryView"
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#line 940 "View.MemoryView"
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#line 940 "View.MemoryView"
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#line 940 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 943 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 942 "View.MemoryView"
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#line 945 "View.MemoryView"
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#line 945 "View.MemoryView"
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#line 929 "View.MemoryView"


#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 929 "View.MemoryView"
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#line 963 "View.MemoryView"


#line 963 "View.MemoryView"
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#line 963 "View.MemoryView"
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#line 963 "View.MemoryView"
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#line 963 "View.MemoryView"


#line 963 "View.MemoryView"
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#line 963 "View.MemoryView"
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#line 963 "View.MemoryView"


#line 963 "View.MemoryView"
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#line 1019 "View.MemoryView"
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#line 1021 "View.MemoryView"
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#line 1022 "View.MemoryView"
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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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#line 1027 "View.MemoryView"
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#line 1028 "View.MemoryView"
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#line 1027 "View.MemoryView"
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#line 1027 "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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#line 1030 "View.MemoryView"
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#line 1032 "View.MemoryView"
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#line 1033 "View.MemoryView"
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#line 1036 "View.MemoryView"
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#line 1072 "View.MemoryView"
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#line 1074 "View.MemoryView"
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#line 1074 "View.MemoryView"
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#line 1077 "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 1063 "View.MemoryView"
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/* "View.MemoryView":1080
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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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#line 1094 "View.MemoryView"
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#line 1096 "View.MemoryView"
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#line 1096 "View.MemoryView"
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#line 1094 "View.MemoryView"
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#line 1094 "View.MemoryView"
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#line 1098 "View.MemoryView"
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#line 1098 "View.MemoryView"
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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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#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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/* "View.MemoryView":1109
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#line 1109 "View.MemoryView"


#line 1109 "View.MemoryView"
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#line 1109 "View.MemoryView"
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#line 1109 "View.MemoryView"
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#line 1109 "View.MemoryView"
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#line 1110 "View.MemoryView"
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#line 1110 "View.MemoryView"
  if (__pyx_t_2) {

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

#line 1110 "View.MemoryView"
  } else {

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

#line 1110 "View.MemoryView"
  }

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

#line 1110 "View.MemoryView"
  goto __pyx_L0;

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

#line 1109 "View.MemoryView"


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

#line 1109 "View.MemoryView"
  __pyx_L0:;

#line 1109 "View.MemoryView"
  return __pyx_r;

#line 1109 "View.MemoryView"
}

/* "View.MemoryView":1113
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

#line 1113 "View.MemoryView"


#line 1113 "View.MemoryView"
static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
  int __pyx_v_i
#line 1113 "View.MemoryView"
;
  Py_ssize_t __pyx_v_c_stride
#line 1113 "View.MemoryView"
;
  Py_ssize_t __pyx_v_f_stride
#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"
  int __pyx_t_3;

#line 1113 "View.MemoryView"
  int __pyx_t_4;

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

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

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

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

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

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

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

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

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

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

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

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

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

#line 1124 "View.MemoryView"
      goto __pyx_L4_break;

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

#line 1122 "View.MemoryView"
    }

#line 1122 "View.MemoryView"
  }

#line 1122 "View.MemoryView"
  __pyx_L4_break:;

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

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

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

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

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

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

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

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

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

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

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

#line 1129 "View.MemoryView"
      goto __pyx_L7_break;

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

#line 1127 "View.MemoryView"
    }

#line 1127 "View.MemoryView"
  }

#line 1127 "View.MemoryView"
  __pyx_L7_break:;

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

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

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

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

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

#line 1132 "View.MemoryView"
    goto __pyx_L0;

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

#line 1131 "View.MemoryView"
  }

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

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

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

#line 1134 "View.MemoryView"
    goto __pyx_L0;

#line 1134 "View.MemoryView"
  }

  /* "View.MemoryView":1113
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) noexcept nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

#line 1113 "View.MemoryView"


#line 1113 "View.MemoryView"
  /* function exit code */

#line 1113 "View.MemoryView"
  __pyx_L0:;

#line 1113 "View.MemoryView"
  return __pyx_r;

#line 1113 "View.MemoryView"
}

/* "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"
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"
  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"
  int __pyx_t_5;

#line 1205 "View.MemoryView"
  int __pyx_t_6;

#line 1205 "View.MemoryView"
  int __pyx_lineno = 0;

#line 1205 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 1205 "View.MemoryView"
  int __pyx_clineno = 0;

#line 1205 "View.MemoryView"
  #ifdef WITH_THREAD

#line 1205 "View.MemoryView"
  PyGILState_STATE __pyx_gilstate_save;

#line 1205 "View.MemoryView"
  #endif

  /* "View.MemoryView":1216
 *     cdef void *result
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 */

#line 1216 "View.MemoryView"
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;

#line 1216 "View.MemoryView"
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1217
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef size_t size = slice_get_size(src, ndim)             # <<<<<<<<<<<<<<
 * 
 *     result = malloc(size)
 */

#line 1217 "View.MemoryView"
  __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim);

  /* "View.MemoryView":1219
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 *     result = malloc(size)             # <<<<<<<<<<<<<<
 *     if not result:
 *         _err_no_memory()
 */

#line 1219 "View.MemoryView"
  __pyx_v_result = malloc(__pyx_v_size);

  /* "View.MemoryView":1220
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err_no_memory()
 * 
 */

#line 1220 "View.MemoryView"
  __pyx_t_2 = (!(__pyx_v_result != 0));

#line 1220 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1221
 *     result = malloc(size)
 *     if not result:
 *         _err_no_memory()             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1221 "View.MemoryView"
    __pyx_t_3 = __pyx_memoryview_err_no_memory(); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(1, 1221, __pyx_L1_error)

    /* "View.MemoryView":1220
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err_no_memory()
 * 
 */

#line 1220 "View.MemoryView"
  }

  /* "View.MemoryView":1224
 * 
 * 
 *     tmpslice.data = <char *> result             # <<<<<<<<<<<<<<
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 */

#line 1224 "View.MemoryView"
  __pyx_v_tmpslice->data = ((char *)__pyx_v_result);

  /* "View.MemoryView":1225
 * 
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview             # <<<<<<<<<<<<<<
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 */

#line 1225 "View.MemoryView"
  __pyx_t_4 = __pyx_v_src->memview;

#line 1225 "View.MemoryView"
  __pyx_v_tmpslice->memview = __pyx_t_4;

  /* "View.MemoryView":1226
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1
 */

#line 1226 "View.MemoryView"
  __pyx_t_3 = __pyx_v_ndim;

#line 1226 "View.MemoryView"
  __pyx_t_5 = __pyx_t_3;

#line 1226 "View.MemoryView"
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {

#line 1226 "View.MemoryView"
    __pyx_v_i = __pyx_t_6;

    /* "View.MemoryView":1227
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]             # <<<<<<<<<<<<<<
 *         tmpslice.suboffsets[i] = -1
 * 
 */

#line 1227 "View.MemoryView"
    (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]);

    /* "View.MemoryView":1228
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, ndim, order)
 */

#line 1228 "View.MemoryView"
    (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1L;

#line 1228 "View.MemoryView"
  }

  /* "View.MemoryView":1230
 *         tmpslice.suboffsets[i] = -1
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize, ndim, order)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1230 "View.MemoryView"
  (void)(__pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order));

  /* "View.MemoryView":1233
 * 
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0
 */

#line 1233 "View.MemoryView"
  __pyx_t_3 = __pyx_v_ndim;

#line 1233 "View.MemoryView"
  __pyx_t_5 = __pyx_t_3;

#line 1233 "View.MemoryView"
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {

#line 1233 "View.MemoryView"
    __pyx_v_i = __pyx_t_6;

    /* "View.MemoryView":1234
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */

#line 1234 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1);

#line 1234 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1235
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0             # <<<<<<<<<<<<<<
 * 
 *     if slice_is_contig(src[0], order, ndim):
 */

#line 1235 "View.MemoryView"
      (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0;

      /* "View.MemoryView":1234
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */

#line 1234 "View.MemoryView"
    }

#line 1234 "View.MemoryView"
  }

  /* "View.MemoryView":1237
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src[0], order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */

#line 1237 "View.MemoryView"
  __pyx_t_2 = __pyx_memviewslice_is_contig((__pyx_v_src[0]), __pyx_v_order, __pyx_v_ndim);

#line 1237 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1238
 * 
 *     if slice_is_contig(src[0], order, ndim):
 *         memcpy(result, src.data, size)             # <<<<<<<<<<<<<<
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 */

#line 1238 "View.MemoryView"
    (void)(memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size));

    /* "View.MemoryView":1237
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src[0], order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */

#line 1237 "View.MemoryView"
    goto __pyx_L9;

#line 1237 "View.MemoryView"
  }

  /* "View.MemoryView":1240
 *         memcpy(result, src.data, size)
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */

#line 1240 "View.MemoryView"
  /*else*/ {

#line 1240 "View.MemoryView"
    copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize);

#line 1240 "View.MemoryView"
  }

#line 1240 "View.MemoryView"
  __pyx_L9:;

  /* "View.MemoryView":1242
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1242 "View.MemoryView"
  __pyx_r = __pyx_v_result;

#line 1242 "View.MemoryView"
  goto __pyx_L0;

  /* "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"
  /* function exit code */

#line 1205 "View.MemoryView"
  __pyx_L1_error:;

#line 1205 "View.MemoryView"
  #ifdef WITH_THREAD

#line 1205 "View.MemoryView"
  __pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1205 "View.MemoryView"
  #endif

#line 1205 "View.MemoryView"
  __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 1205 "View.MemoryView"
  __pyx_r = NULL;

#line 1205 "View.MemoryView"
  #ifdef WITH_THREAD

#line 1205 "View.MemoryView"
  __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 1205 "View.MemoryView"
  #endif

#line 1205 "View.MemoryView"
  __pyx_L0:;

#line 1205 "View.MemoryView"
  return __pyx_r;

#line 1205 "View.MemoryView"
}

/* "View.MemoryView":1247
 * 
 * @cname('__pyx_memoryview_err_extents')
 * cdef int _err_extents(int i, Py_ssize_t extent1,             # <<<<<<<<<<<<<<
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError, f"got differing extents in dimension {i} (got {extent1} and {extent2})"
 */

#line 1247 "View.MemoryView"


#line 1247 "View.MemoryView"
static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent1, Py_ssize_t __pyx_v_extent2) {

#line 1247 "View.MemoryView"
  int __pyx_r;

#line 1247 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 1247 "View.MemoryView"
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#line 1247 "View.MemoryView"
  Py_ssize_t __pyx_t_2;

#line 1247 "View.MemoryView"
  Py_UCS4 __pyx_t_3;

#line 1247 "View.MemoryView"
  PyObject *__pyx_t_4 = NULL;

#line 1247 "View.MemoryView"
  int __pyx_lineno = 0;

#line 1247 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 1247 "View.MemoryView"
  int __pyx_clineno = 0;

#line 1247 "View.MemoryView"
  #ifdef WITH_THREAD
  PyGILState_STATE 
#line 1247 "View.MemoryView"
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1247 "View.MemoryView"
  #endif

#line 1247 "View.MemoryView"
  __Pyx_RefNannySetupContext("_err_extents", 0);

  /* "View.MemoryView":1249
 * cdef int _err_extents(int i, Py_ssize_t extent1,
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError, f"got differing extents in dimension {i} (got {extent1} and {extent2})"             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err_dim')
 */

#line 1249 "View.MemoryView"
  __pyx_t_1 = PyTuple_New(7); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 1249, __pyx_L1_error)

#line 1249 "View.MemoryView"
  __Pyx_GOTREF(__pyx_t_1);

#line 1249 "View.MemoryView"
  __pyx_t_2 = 0;

#line 1249 "View.MemoryView"
  __pyx_t_3 = 127;

#line 1249 "View.MemoryView"
  __Pyx_INCREF(__pyx_kp_u_got_differing_extents_in_dimensi);

#line 1249 "View.MemoryView"
  __pyx_t_2 += 35;

#line 1249 "View.MemoryView"
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#line 1289 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1290
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
 */

#line 1290 "View.MemoryView"
      __pyx_t_2 = ((__pyx_v_src.shape[__pyx_v_i]) == 1);

#line 1290 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":1291
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 *                 broadcasting = True             # <<<<<<<<<<<<<<
 *                 src.strides[i] = 0
 *             else:
 */

#line 1291 "View.MemoryView"
        __pyx_v_broadcasting = 1;

        /* "View.MemoryView":1292
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 *                 src.strides[i] = 0             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 */

#line 1292 "View.MemoryView"
        (__pyx_v_src.strides[__pyx_v_i]) = 0;

        /* "View.MemoryView":1290
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
 */

#line 1290 "View.MemoryView"
        goto __pyx_L7;

#line 1290 "View.MemoryView"
      }

      /* "View.MemoryView":1294
 *                 src.strides[i] = 0
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])             # <<<<<<<<<<<<<<
 * 
 *         if src.suboffsets[i] >= 0:
 */

#line 1294 "View.MemoryView"
      /*else*/ {

#line 1294 "View.MemoryView"
        __pyx_t_6 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1294, __pyx_L1_error)

#line 1294 "View.MemoryView"
      }

#line 1294 "View.MemoryView"
      __pyx_L7:;

      /* "View.MemoryView":1289
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 */

#line 1289 "View.MemoryView"
    }

    /* "View.MemoryView":1296
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
 */

#line 1296 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0);

#line 1296 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1297
 * 
 *         if src.suboffsets[i] >= 0:
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)             # <<<<<<<<<<<<<<
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 */

#line 1297 "View.MemoryView"
      __pyx_t_6 = __pyx_memoryview_err_dim(PyExc_ValueError, __pyx_kp_s_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(1, 1297, __pyx_L1_error)

      /* "View.MemoryView":1296
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
 */

#line 1296 "View.MemoryView"
    }

#line 1296 "View.MemoryView"
  }

  /* "View.MemoryView":1299
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */

#line 1299 "View.MemoryView"
  __pyx_t_2 = __pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

#line 1299 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1301
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */

#line 1301 "View.MemoryView"
    __pyx_t_2 = (!__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim));

#line 1301 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1302
 * 
 *         if not slice_is_contig(src, order, ndim):
 *             order = get_best_order(&dst, ndim)             # <<<<<<<<<<<<<<
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 */

#line 1302 "View.MemoryView"
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);

      /* "View.MemoryView":1301
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */

#line 1301 "View.MemoryView"
    }

    /* "View.MemoryView":1304
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */

#line 1304 "View.MemoryView"
    __pyx_t_7 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(1, 1304, __pyx_L1_error)

#line 1304 "View.MemoryView"
    __pyx_v_tmpdata = __pyx_t_7;

    /* "View.MemoryView":1305
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */

#line 1305 "View.MemoryView"
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1299
 *             _err_dim(PyExc_ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */

#line 1299 "View.MemoryView"
  }

  /* "View.MemoryView":1307
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1307 "View.MemoryView"
  __pyx_t_2 = (!__pyx_v_broadcasting);

#line 1307 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1310
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */

#line 1310 "View.MemoryView"
    __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim);

#line 1310 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1311
 * 
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)             # <<<<<<<<<<<<<<
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 */

#line 1311 "View.MemoryView"
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim);

      /* "View.MemoryView":1310
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */

#line 1310 "View.MemoryView"
      goto __pyx_L12;

#line 1310 "View.MemoryView"
    }

    /* "View.MemoryView":1312
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */

#line 1312 "View.MemoryView"
    __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim);

#line 1312 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1313
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)             # <<<<<<<<<<<<<<
 * 
 *         if direct_copy:
 */

#line 1313 "View.MemoryView"
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim);

      /* "View.MemoryView":1312
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */

#line 1312 "View.MemoryView"
    }

#line 1312 "View.MemoryView"
    __pyx_L12:;

    /* "View.MemoryView":1315
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 */

#line 1315 "View.MemoryView"
    if (__pyx_v_direct_copy) {

      /* "View.MemoryView":1317
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 */

#line 1317 "View.MemoryView"
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1318
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)
 */

#line 1318 "View.MemoryView"
      (void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim)));

      /* "View.MemoryView":1319
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
 */

#line 1319 "View.MemoryView"
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1320
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
 */

#line 1320 "View.MemoryView"
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1321
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
 */

#line 1321 "View.MemoryView"
      __pyx_r = 0;

#line 1321 "View.MemoryView"
      goto __pyx_L0;

      /* "View.MemoryView":1315
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 */

#line 1315 "View.MemoryView"
    }

    /* "View.MemoryView":1307
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1307 "View.MemoryView"
  }

  /* "View.MemoryView":1323
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1323 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_order == 'F');

#line 1323 "View.MemoryView"
  if (__pyx_t_2) {

#line 1323 "View.MemoryView"
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));

#line 1323 "View.MemoryView"
  }

#line 1323 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1326
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */

#line 1326 "View.MemoryView"
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1326, __pyx_L1_error)

    /* "View.MemoryView":1327
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 */

#line 1327 "View.MemoryView"
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1327, __pyx_L1_error)

    /* "View.MemoryView":1323
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1323 "View.MemoryView"
  }

  /* "View.MemoryView":1329
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 */

#line 1329 "View.MemoryView"
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1330
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 * 
 */

#line 1330 "View.MemoryView"
  copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1331
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
 */

#line 1331 "View.MemoryView"
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1333
 *     refcount_copying(&dst, dtype_is_object, ndim, inc=True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */

#line 1333 "View.MemoryView"
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1334
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 */

#line 1334 "View.MemoryView"
  __pyx_r = 0;

#line 1334 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":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"
  /* function exit code */

#line 1265 "View.MemoryView"
  __pyx_L1_error:;

#line 1265 "View.MemoryView"
  #ifdef WITH_THREAD

#line 1265 "View.MemoryView"
  __pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1265 "View.MemoryView"
  #endif

#line 1265 "View.MemoryView"
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 1265 "View.MemoryView"
  __pyx_r = -1;

#line 1265 "View.MemoryView"
  #ifdef WITH_THREAD

#line 1265 "View.MemoryView"
  __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 1265 "View.MemoryView"
  #endif

#line 1265 "View.MemoryView"
  __pyx_L0:;

#line 1265 "View.MemoryView"
  return __pyx_r;

#line 1265 "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"
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"
  #ifdef WITH_THREAD
  PyGILState_STATE 
#line 1365 "View.MemoryView"
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1365 "View.MemoryView"
  #endif

  /* "View.MemoryView":1368
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) noexcept with gil:
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 */

#line 1368 "View.MemoryView"
  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

  /* "View.MemoryView":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"
  #ifdef WITH_THREAD

#line 1365 "View.MemoryView"
  __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 1365 "View.MemoryView"
  #endif

#line 1365 "View.MemoryView"
}

/* "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"
;

#line 1371 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1371 "View.MemoryView"
  Py_ssize_t __pyx_t_2;

#line 1371 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 1371 "View.MemoryView"
  int __pyx_t_4;

  /* "View.MemoryView":1374
 *                                     Py_ssize_t *strides, int ndim, bint inc) noexcept:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(shape[0]):
 */

#line 1374 "View.MemoryView"
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1376
 *     cdef Py_ssize_t stride = strides[0]
 * 
 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
 *             if inc:
 */

#line 1376 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_shape[0]);

#line 1376 "View.MemoryView"
  __pyx_t_2 = __pyx_t_1;

#line 1376 "View.MemoryView"
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {

#line 1376 "View.MemoryView"
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1377
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
 */

#line 1377 "View.MemoryView"
    __pyx_t_4 = (__pyx_v_ndim == 1);

#line 1377 "View.MemoryView"
    if (__pyx_t_4) {

      /* "View.MemoryView":1378
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 */

#line 1378 "View.MemoryView"
      if (__pyx_v_inc) {

        /* "View.MemoryView":1379
 *         if ndim == 1:
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])
 */

#line 1379 "View.MemoryView"
        Py_INCREF((((PyObject **)__pyx_v_data)[0]));

        /* "View.MemoryView":1378
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 */

#line 1378 "View.MemoryView"
        goto __pyx_L6;

#line 1378 "View.MemoryView"
      }

      /* "View.MemoryView":1381
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)
 */

#line 1381 "View.MemoryView"
      /*else*/ {

#line 1381 "View.MemoryView"
        Py_DECREF((((PyObject **)__pyx_v_data)[0]));

#line 1381 "View.MemoryView"
      }

#line 1381 "View.MemoryView"
      __pyx_L6:;

      /* "View.MemoryView":1377
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
 */

#line 1377 "View.MemoryView"
      goto __pyx_L5;

#line 1377 "View.MemoryView"
    }

    /* "View.MemoryView":1383
 *                 Py_DECREF((<PyObject **> data)[0])
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)             # <<<<<<<<<<<<<<
 * 
 *         data += stride
 */

#line 1383 "View.MemoryView"
    /*else*/ {

#line 1383 "View.MemoryView"
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc);

#line 1383 "View.MemoryView"
    }

#line 1383 "View.MemoryView"
    __pyx_L5:;

    /* "View.MemoryView":1385
 *             refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc)
 * 
 *         data += stride             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1385 "View.MemoryView"
    __pyx_v_data = (__pyx_v_data + __pyx_v_stride);

#line 1385 "View.MemoryView"
  }

  /* "View.MemoryView":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"
  /* function exit code */

#line 1371 "View.MemoryView"
}

/* "View.MemoryView":1391
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,             # <<<<<<<<<<<<<<
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) noexcept nogil:
 */

#line 1391 "View.MemoryView"


#line 1391 "View.MemoryView"
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) {

  /* "View.MemoryView":1394
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) noexcept nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)             # <<<<<<<<<<<<<<
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)
 */

#line 1394 "View.MemoryView"
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1395
 *                               bint dtype_is_object) noexcept nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)             # <<<<<<<<<<<<<<
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)
 * 
 */

#line 1395 "View.MemoryView"
  __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item);

  /* "View.MemoryView":1396
 *     refcount_copying(dst, dtype_is_object, ndim, inc=False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, inc=True)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1396 "View.MemoryView"
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1391
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,             # <<<<<<<<<<<<<<
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) noexcept nogil:
 */

#line 1391 "View.MemoryView"


#line 1391 "View.MemoryView"
  /* function exit code */

#line 1391 "View.MemoryView"
}

/* "View.MemoryView":1400
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) noexcept nogil:
 */

#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) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i
#line 1400 "View.MemoryView"
;
  Py_ssize_t __pyx_v_stride
#line 1400 "View.MemoryView"
;
  Py_ssize_t __pyx_v_extent
#line 1400 "View.MemoryView"
;

#line 1400 "View.MemoryView"
  int __pyx_t_1;

#line 1400 "View.MemoryView"
  Py_ssize_t __pyx_t_2;

#line 1400 "View.MemoryView"
  Py_ssize_t __pyx_t_3;

#line 1400 "View.MemoryView"
  Py_ssize_t __pyx_t_4;

  /* "View.MemoryView":1404
 *                               size_t itemsize, void *item) noexcept nogil:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t extent = shape[0]
 * 
 */

#line 1404 "View.MemoryView"
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1405
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]
 *     cdef Py_ssize_t extent = shape[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */

#line 1405 "View.MemoryView"
  __pyx_v_extent = (__pyx_v_shape[0]);

  /* "View.MemoryView":1407
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 */

#line 1407 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_ndim == 1);

#line 1407 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1408
 * 
 *     if ndim == 1:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             memcpy(data, item, itemsize)
 *             data += stride
 */

#line 1408 "View.MemoryView"
    __pyx_t_2 = __pyx_v_extent;

#line 1408 "View.MemoryView"
    __pyx_t_3 = __pyx_t_2;

#line 1408 "View.MemoryView"
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1408 "View.MemoryView"
      __pyx_v_i = __pyx_t_4;

      /* "View.MemoryView":1409
 *     if ndim == 1:
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)             # <<<<<<<<<<<<<<
 *             data += stride
 *     else:
 */

#line 1409 "View.MemoryView"
      (void)(memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize));

      /* "View.MemoryView":1410
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 *             data += stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(extent):
 */

#line 1410 "View.MemoryView"
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);

#line 1410 "View.MemoryView"
    }

    /* "View.MemoryView":1407
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 */

#line 1407 "View.MemoryView"
    goto __pyx_L3;

#line 1407 "View.MemoryView"
  }

  /* "View.MemoryView":1412
 *             data += stride
 *     else:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             _slice_assign_scalar(data, shape + 1, strides + 1, ndim - 1, itemsize, item)
 *             data += stride
 */

#line 1412 "View.MemoryView"
  /*else*/ {

#line 1412 "View.MemoryView"
    __pyx_t_2 = __pyx_v_extent;

#line 1412 "View.MemoryView"
    __pyx_t_3 = __pyx_t_2;

#line 1412 "View.MemoryView"
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1412 "View.MemoryView"
      __pyx_v_i = __pyx_t_4;

      /* "View.MemoryView":1413
 *     else:
 *         for i in range(extent):
 *             _slice_assign_scalar(data, shape + 1, strides + 1, ndim - 1, itemsize, item)             # <<<<<<<<<<<<<<
 *             data += stride
 * 
 */

#line 1413 "View.MemoryView"
      __pyx_memoryview__slice_assign_scalar(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize, __pyx_v_item);

      /* "View.MemoryView":1414
 *         for i in range(extent):
 *             _slice_assign_scalar(data, shape + 1, strides + 1, ndim - 1, itemsize, item)
 *             data += stride             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1414 "View.MemoryView"
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);

#line 1414 "View.MemoryView"
    }

#line 1414 "View.MemoryView"
  }

#line 1414 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":1400
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) noexcept nogil:
 */

#line 1400 "View.MemoryView"


#line 1400 "View.MemoryView"
  /* function exit code */

#line 1400 "View.MemoryView"
}

/* "(tree fragment)":1
 * def __pyx_unpickle_Enum(__pyx_type, long __pyx_checksum, __pyx_state):             # <<<<<<<<<<<<<<
 *     cdef object __pyx_PickleError
 *     cdef object __pyx_result
 */

#line 1 "(tree fragment)"


#line 1 "(tree fragment)"
/* Python wrapper */

#line 1 "(tree fragment)"
static PyObject *__pyx_pw_15View_dot_MemoryView_1__pyx_unpickle_Enum(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyMethodDef __pyx_mdef_15View_dot_MemoryView_1__pyx_unpickle_Enum = 
#line 1 "(tree fragment)"
{"__pyx_unpickle_Enum", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_15View_dot_MemoryView_1__pyx_unpickle_Enum, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0};

#line 1 "(tree fragment)"
static PyObject *__pyx_pw_15View_dot_MemoryView_1__pyx_unpickle_Enum(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v___pyx_type = 0
#line 1 "(tree fragment)"
;
  long __pyx_v___pyx_checksum
#line 1 "(tree fragment)"
;
  PyObject *__pyx_v___pyx_state = 0
#line 1 "(tree fragment)"
;

#line 1 "(tree fragment)"
  #if !CYTHON_METH_FASTCALL

#line 1 "(tree fragment)"
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;

#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;

#line 1 "(tree fragment)"
  PyObject* values[3] = {0,0,0};

#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
  int __pyx_clineno = 0;

#line 1 "(tree fragment)"
  PyObject *__pyx_r = 0;

#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);

#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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#line 1 "(tree fragment)"
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/* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":246
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#line 246 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 246 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self) {

#line 246 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 249 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 249 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 246 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 246 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 246 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":252
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#line 252 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


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#line 252 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


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/* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":258
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#line 258 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 258 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 261 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 261 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 258 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 258 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 258 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 258 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":264
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#line 264 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 264 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 269 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 269 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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  /* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":264
 * 
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#line 264 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 264 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 264 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 264 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":272
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#line 272 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 272 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 276 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 276 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 272 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 272 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 272 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 272 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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/* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":279
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#line 279 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 279 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 279 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 282 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 282 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 279 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 279 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 279 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 285 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 285 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 777 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


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#line 780 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


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#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGOTREF(__pyx_t_1);

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGOTREF(__pyx_t_2);

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * cdef inline int import_ufunc() except -1:
 *     try:
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 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")
 */

#line 976 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
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#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    goto __pyx_L8_try_end;

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L3_error:;

    /* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":977
 *     try:
 *         _import_umath()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         raise ImportError("numpy.core.umath failed to import")
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 */

#line 977 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0])));

#line 977 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    if (__pyx_t_4) {

#line 977 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 977 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(2, 977, __pyx_L5_except_error)

#line 977 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_XGOTREF(__pyx_t_5);

#line 977 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_XGOTREF(__pyx_t_6);

#line 977 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_XGOTREF(__pyx_t_7);

      /* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":978
 *         _import_umath()
 *     except Exception:
 *         raise ImportError("numpy.core.umath failed to import")             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 978 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__10, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(2, 978, __pyx_L5_except_error)

#line 978 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_GOTREF(__pyx_t_8);

#line 978 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_Raise(__pyx_t_8, 0, 0, 0);

#line 978 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

#line 978 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
      __PYX_ERR(2, 978, __pyx_L5_except_error)

#line 978 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    }

#line 978 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    goto __pyx_L5_except_error;

    /* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":975
 * 
 * cdef inline int import_ufunc() except -1:
 *     try:             # <<<<<<<<<<<<<<
 *         _import_umath()
 *     except Exception:
 */

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L5_except_error:;

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGIVEREF(__pyx_t_1);

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGIVEREF(__pyx_t_2);

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_XGIVEREF(__pyx_t_3);

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    goto __pyx_L1_error;

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
    __pyx_L8_try_end:;

#line 975 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  }

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":974
 *         raise ImportError("numpy.core.umath failed to import")
 * 
 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
 *     try:
 *         _import_umath()
 */

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = 0;

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L1_error:;

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_5);

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_6);

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_7);

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_XDECREF(__pyx_t_8);

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = -1;

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __Pyx_RefNannyFinishContext();

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 974 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 981 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":993
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 993 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type));

#line 993 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 981 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 981 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 981 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 981 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 996 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  int __pyx_r;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd":1008
 *     bool
 *     """
 *     return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1008 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type));

#line 1008 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 996 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 996 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 996 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 996 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1011 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  npy_datetime __pyx_r;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval;

#line 1018 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1011 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1011 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1011 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1011 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1021 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  npy_timedelta __pyx_r;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval;

#line 1025 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1021 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1021 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1021 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1021 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

/* "../../../../../tmp/pip-build-env-3lxd5b3e/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.
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#line 1028 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1028 "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  NPY_DATETIMEUNIT __pyx_r;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base);

#line 1032 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  goto __pyx_L0;

  /* "../../../../../tmp/pip-build-env-3lxd5b3e/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 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"


#line 1028 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  /* function exit code */

#line 1028 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  __pyx_L0:;

#line 1028 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
  return __pyx_r;

#line 1028 "../../../../../tmp/pip-build-env-3lxd5b3e/overlay/lib/python3.9/site-packages/numpy/__init__.cython-30.pxd"
}

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

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


#line 17 "ms_deisotope/_c/scoring.pyx"
static int __pyx_f_12ms_deisotope_2_c_7scoring_isclose(double __pyx_v_x, double __pyx_v_y, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_isclose *__pyx_optional_args) {

#line 17 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_rtol = ((double)1.e-5);

#line 17 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_atol = ((double)1.e-8);

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

#line 17 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_optional_args) {

#line 17 "ms_deisotope/_c/scoring.pyx"
    if (__pyx_optional_args->__pyx_n > 0) {

#line 17 "ms_deisotope/_c/scoring.pyx"
      __pyx_v_rtol = __pyx_optional_args->rtol;

#line 17 "ms_deisotope/_c/scoring.pyx"
      if (__pyx_optional_args->__pyx_n > 1) {

#line 17 "ms_deisotope/_c/scoring.pyx"
        __pyx_v_atol = __pyx_optional_args->atol;

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

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

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

  /* "ms_deisotope/_c/scoring.pyx":18
 * @cython.cdivision(True)
 * cdef bint isclose(double x, double y, double rtol=1.e-5, double atol=1.e-8):
 *     return abs(x-y) <= (atol + rtol * abs(y))             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 18 "ms_deisotope/_c/scoring.pyx"
  __pyx_r = (fabs((__pyx_v_x - __pyx_v_y)) <= (__pyx_v_atol + (__pyx_v_rtol * fabs(__pyx_v_y))));

#line 18 "ms_deisotope/_c/scoring.pyx"
  goto __pyx_L0;

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

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


#line 17 "ms_deisotope/_c/scoring.pyx"
  /* function exit code */

#line 17 "ms_deisotope/_c/scoring.pyx"
  __pyx_L0:;

#line 17 "ms_deisotope/_c/scoring.pyx"
  return __pyx_r;

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

/* "ms_deisotope/_c/scoring.pyx":50
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 *     def __init__(self, FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental,             # <<<<<<<<<<<<<<
 *                   object data=None, int missed_peaks=0):
 *         self.seed_peak = seed_peak
 */

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


#line 50 "ms_deisotope/_c/scoring.pyx"
/* Python wrapper */

#line 50 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/

#line 50 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_seed_peak = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_score
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  int __pyx_v_charge
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *__pyx_v_theoretical = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  PyObject *__pyx_v_experimental = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  PyObject *__pyx_v_data = 0
#line 50 "ms_deisotope/_c/scoring.pyx"
;
  int __pyx_v_missed_peaks
#line 50 "ms_deisotope/_c/scoring.pyx"
;

#line 50 "ms_deisotope/_c/scoring.pyx"
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;

#line 50 "ms_deisotope/_c/scoring.pyx"
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
  int __pyx_lineno = 0;

#line 50 "ms_deisotope/_c/scoring.pyx"
  const char *__pyx_filename = NULL;

#line 50 "ms_deisotope/_c/scoring.pyx"
  int __pyx_clineno = 0;

#line 50 "ms_deisotope/_c/scoring.pyx"
  int __pyx_r;

#line 50 "ms_deisotope/_c/scoring.pyx"
  __Pyx_RefNannyDeclarations

#line 50 "ms_deisotope/_c/scoring.pyx"
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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    /* "ms_deisotope/_c/scoring.pyx":51
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 *     def __init__(self, FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental,
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
    if (__pyx_kwds) {

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
      switch (__pyx_nargs) {
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[6] = __Pyx_Arg_VARARGS(__pyx_args, 6);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
        case  6: 
#line 51 "ms_deisotope/_c/scoring.pyx"
values[5] = __Pyx_Arg_VARARGS(__pyx_args, 5);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
        case  5: 
#line 51 "ms_deisotope/_c/scoring.pyx"
values[4] = __Pyx_Arg_VARARGS(__pyx_args, 4);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[3] = __Pyx_Arg_VARARGS(__pyx_args, 3);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[2] = __Pyx_Arg_VARARGS(__pyx_args, 2);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[1] = __Pyx_Arg_VARARGS(__pyx_args, 1);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[0] = __Pyx_Arg_VARARGS(__pyx_args, 0);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
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#line 51 "ms_deisotope/_c/scoring.pyx"
break;
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#line 51 "ms_deisotope/_c/scoring.pyx"
goto __pyx_L5_argtuple_error;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        if (likely((values[0] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_seed_peak)) != 0)) {

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 50, __pyx_L3_error)
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#line 51 "ms_deisotope/_c/scoring.pyx"
goto __pyx_L5_argtuple_error;

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 51 "ms_deisotope/_c/scoring.pyx"
        case  1:

#line 51 "ms_deisotope/_c/scoring.pyx"
        if (likely((values[1] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_score)) != 0)) {

#line 51 "ms_deisotope/_c/scoring.pyx"
          (void)__Pyx_Arg_NewRef_VARARGS(values[1]);

#line 51 "ms_deisotope/_c/scoring.pyx"
          kw_args--;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
__PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
        }

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 51 "ms_deisotope/_c/scoring.pyx"
        case  2:

#line 51 "ms_deisotope/_c/scoring.pyx"
        if (likely((values[2] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_charge)) != 0)) {

#line 51 "ms_deisotope/_c/scoring.pyx"
          (void)__Pyx_Arg_NewRef_VARARGS(values[2]);

#line 51 "ms_deisotope/_c/scoring.pyx"
          kw_args--;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
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          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 2); 
#line 51 "ms_deisotope/_c/scoring.pyx"
__PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
        }

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 51 "ms_deisotope/_c/scoring.pyx"
        case  3:

#line 51 "ms_deisotope/_c/scoring.pyx"
        if (likely((values[3] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_theoretical)) != 0)) {

#line 51 "ms_deisotope/_c/scoring.pyx"
          (void)__Pyx_Arg_NewRef_VARARGS(values[3]);

#line 51 "ms_deisotope/_c/scoring.pyx"
          kw_args--;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
__PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
        }

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 51 "ms_deisotope/_c/scoring.pyx"
        case  4:

#line 51 "ms_deisotope/_c/scoring.pyx"
        if (likely((values[4] = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_experimental)) != 0)) {

#line 51 "ms_deisotope/_c/scoring.pyx"
          (void)__Pyx_Arg_NewRef_VARARGS(values[4]);

#line 51 "ms_deisotope/_c/scoring.pyx"
          kw_args--;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
        else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
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          __Pyx_RaiseArgtupleInvalid("__init__", 0, 5, 7, 4); 
#line 51 "ms_deisotope/_c/scoring.pyx"
__PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
        }

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 51 "ms_deisotope/_c/scoring.pyx"
        case  5:

#line 51 "ms_deisotope/_c/scoring.pyx"
        if (kw_args > 0) {

#line 51 "ms_deisotope/_c/scoring.pyx"
          PyObject* value = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_data);

#line 51 "ms_deisotope/_c/scoring.pyx"
          if (value) { values[5] = __Pyx_Arg_NewRef_VARARGS(value); kw_args--; }

#line 51 "ms_deisotope/_c/scoring.pyx"
          else if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 50, __pyx_L3_error)

#line 51 "ms_deisotope/_c/scoring.pyx"
        }

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;

#line 51 "ms_deisotope/_c/scoring.pyx"
        case  6:

#line 51 "ms_deisotope/_c/scoring.pyx"
        if (kw_args > 0) {

#line 51 "ms_deisotope/_c/scoring.pyx"
          PyObject* value = __Pyx_GetKwValue_VARARGS(__pyx_kwds, __pyx_kwvalues, __pyx_n_s_missed_peaks);

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
      if (unlikely(kw_args > 0)) {

#line 51 "ms_deisotope/_c/scoring.pyx"
        const Py_ssize_t kwd_pos_args = __pyx_nargs;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
    } else {

#line 51 "ms_deisotope/_c/scoring.pyx"
      switch (__pyx_nargs) {
        case  7: 
#line 51 "ms_deisotope/_c/scoring.pyx"
values[6] = __Pyx_Arg_VARARGS(__pyx_args, 6);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
        case  6: 
#line 51 "ms_deisotope/_c/scoring.pyx"
values[5] = __Pyx_Arg_VARARGS(__pyx_args, 5);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
        case  5: 
#line 51 "ms_deisotope/_c/scoring.pyx"
values[4] = __Pyx_Arg_VARARGS(__pyx_args, 4);

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
goto __pyx_L5_argtuple_error;

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 540 "ms_deisotope/_c/scoring.pyx"


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#line 540 "ms_deisotope/_c/scoring.pyx"
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#line 540 "ms_deisotope/_c/scoring.pyx"


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#line 553 "ms_deisotope/_c/scoring.pyx"
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#line 553 "ms_deisotope/_c/scoring.pyx"
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#line 561 "ms_deisotope/_c/scoring.pyx"
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#line 561 "ms_deisotope/_c/scoring.pyx"
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#line 563 "ms_deisotope/_c/scoring.pyx"
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#line 553 "ms_deisotope/_c/scoring.pyx"


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#line 583 "ms_deisotope/_c/scoring.pyx"


#line 583 "ms_deisotope/_c/scoring.pyx"
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#line 583 "ms_deisotope/_c/scoring.pyx"
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#line 583 "ms_deisotope/_c/scoring.pyx"
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#line 618 "ms_deisotope/_c/scoring.pyx"


#line 618 "ms_deisotope/_c/scoring.pyx"
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/* "ms_deisotope/_c/scoring.pyx":633
 * 
 * @cython.cdivision
 * cdef double ms_deconv_score_peak(FittedPeak obs, TheoreticalPeak theo, double mass_error_tolerance=0.02, double minimum_signal_to_noise=1) nogil:             # <<<<<<<<<<<<<<
 *     cdef:
 *         double mass_error, abundance_diff
 */

#line 633 "ms_deisotope/_c/scoring.pyx"


#line 633 "ms_deisotope/_c/scoring.pyx"
static double __pyx_f_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak(struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *__pyx_v_obs, struct __pyx_obj_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak *__pyx_v_theo, struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak *__pyx_optional_args) {

#line 633 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_mass_error_tolerance = ((double)0.02);

#line 633 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_minimum_signal_to_noise = ((double)1.0);
  double __pyx_v_mass_error
#line 633 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_abundance_diff
#line 633 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_mass_accuracy
#line 633 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_score
#line 633 "ms_deisotope/_c/scoring.pyx"
;

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

#line 633 "ms_deisotope/_c/scoring.pyx"
  int __pyx_t_1;

#line 633 "ms_deisotope/_c/scoring.pyx"
  int __pyx_t_2;

#line 633 "ms_deisotope/_c/scoring.pyx"
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#line 633 "ms_deisotope/_c/scoring.pyx"
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#line 633 "ms_deisotope/_c/scoring.pyx"
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#line 633 "ms_deisotope/_c/scoring.pyx"
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#line 633 "ms_deisotope/_c/scoring.pyx"
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#line 633 "ms_deisotope/_c/scoring.pyx"
      }

#line 633 "ms_deisotope/_c/scoring.pyx"
    }

#line 633 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":636
 *     cdef:
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:             # <<<<<<<<<<<<<<
 *         return 0.
 * 
 */

#line 636 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = (__pyx_v_obs->signal_to_noise < __pyx_v_minimum_signal_to_noise);

#line 636 "ms_deisotope/_c/scoring.pyx"
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 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:
 *         return 0.             # <<<<<<<<<<<<<<
 * 
 *     mass_error = fabs(obs.mz - theo.mz)
 */

#line 637 "ms_deisotope/_c/scoring.pyx"
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#line 637 "ms_deisotope/_c/scoring.pyx"
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    /* "ms_deisotope/_c/scoring.pyx":636
 *     cdef:
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:             # <<<<<<<<<<<<<<
 *         return 0.
 * 
 */

#line 636 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":639
 *         return 0.
 * 
 *     mass_error = fabs(obs.mz - theo.mz)             # <<<<<<<<<<<<<<
 * 
 *     if mass_error <= mass_error_tolerance:
 */

#line 639 "ms_deisotope/_c/scoring.pyx"
  __pyx_v_mass_error = fabs((__pyx_v_obs->__pyx_base.mz - __pyx_v_theo->mz));

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 * 
 *     if mass_error <= mass_error_tolerance:             # <<<<<<<<<<<<<<
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
 */

#line 641 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = (__pyx_v_mass_error <= __pyx_v_mass_error_tolerance);

#line 641 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":642
 * 
 *     if mass_error <= mass_error_tolerance:
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance             # <<<<<<<<<<<<<<
 *     else:
 *         return 0.
 */

#line 642 "ms_deisotope/_c/scoring.pyx"
    __pyx_v_mass_accuracy = (1.0 - (__pyx_v_mass_error / __pyx_v_mass_error_tolerance));

    /* "ms_deisotope/_c/scoring.pyx":641
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 * 
 *     if mass_error <= mass_error_tolerance:             # <<<<<<<<<<<<<<
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
 */

#line 641 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L4;

#line 641 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":644
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
 *         return 0.             # <<<<<<<<<<<<<<
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 */

#line 644 "ms_deisotope/_c/scoring.pyx"
  /*else*/ {

#line 644 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 644 "ms_deisotope/_c/scoring.pyx"
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#line 644 "ms_deisotope/_c/scoring.pyx"
  }

#line 644 "ms_deisotope/_c/scoring.pyx"
  __pyx_L4:;

  /* "ms_deisotope/_c/scoring.pyx":646
 *         return 0.
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
 */

#line 646 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (__pyx_v_obs->__pyx_base.intensity < __pyx_v_theo->intensity);

#line 646 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_2) {

#line 646 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 646 "ms_deisotope/_c/scoring.pyx"
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#line 646 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L6_bool_binop_done;

#line 646 "ms_deisotope/_c/scoring.pyx"
  }

#line 646 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (((__pyx_v_theo->intensity - __pyx_v_obs->__pyx_base.intensity) / __pyx_v_obs->__pyx_base.intensity) <= 1.0);

#line 646 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = __pyx_t_2;

#line 646 "ms_deisotope/_c/scoring.pyx"
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#line 646 "ms_deisotope/_c/scoring.pyx"
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    /* "ms_deisotope/_c/scoring.pyx":647
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)             # <<<<<<<<<<<<<<
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
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#line 647 "ms_deisotope/_c/scoring.pyx"
    __pyx_v_abundance_diff = (1.0 - ((__pyx_v_theo->intensity - __pyx_v_obs->__pyx_base.intensity) / __pyx_v_obs->__pyx_base.intensity));

    /* "ms_deisotope/_c/scoring.pyx":646
 *         return 0.
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
 */

#line 646 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L5;

#line 646 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":648
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 *     else:
 */

#line 648 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (__pyx_v_obs->__pyx_base.intensity >= __pyx_v_theo->intensity);

#line 648 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_2) {

#line 648 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 648 "ms_deisotope/_c/scoring.pyx"
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#line 648 "ms_deisotope/_c/scoring.pyx"
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#line 648 "ms_deisotope/_c/scoring.pyx"
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#line 648 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = (((__pyx_v_obs->__pyx_base.intensity - __pyx_v_theo->intensity) / __pyx_v_obs->__pyx_base.intensity) <= 1.0);

#line 648 "ms_deisotope/_c/scoring.pyx"
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#line 648 "ms_deisotope/_c/scoring.pyx"
  __pyx_L8_bool_binop_done:;

#line 648 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":649
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))             # <<<<<<<<<<<<<<
 *     else:
 *         return 0.
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#line 649 "ms_deisotope/_c/scoring.pyx"
    __pyx_v_abundance_diff = sqrt((1.0 - ((__pyx_v_obs->__pyx_base.intensity - __pyx_v_theo->intensity) / __pyx_v_obs->__pyx_base.intensity)));

    /* "ms_deisotope/_c/scoring.pyx":648
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):             # <<<<<<<<<<<<<<
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 *     else:
 */

#line 648 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L5;

#line 648 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":651
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 *     else:
 *         return 0.             # <<<<<<<<<<<<<<
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 *     return score
 */

#line 651 "ms_deisotope/_c/scoring.pyx"
  /*else*/ {

#line 651 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 651 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L0;

#line 651 "ms_deisotope/_c/scoring.pyx"
  }

#line 651 "ms_deisotope/_c/scoring.pyx"
  __pyx_L5:;

  /* "ms_deisotope/_c/scoring.pyx":652
 *     else:
 *         return 0.
 *     score = sqrt(theo.intensity) * mass_accuracy * abundance_diff             # <<<<<<<<<<<<<<
 *     return score
 * 
 */

#line 652 "ms_deisotope/_c/scoring.pyx"
  __pyx_v_score = ((sqrt(__pyx_v_theo->intensity) * __pyx_v_mass_accuracy) * __pyx_v_abundance_diff);

  /* "ms_deisotope/_c/scoring.pyx":653
 *         return 0.
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 * 
 * 
 */

#line 653 "ms_deisotope/_c/scoring.pyx"
  __pyx_r = __pyx_v_score;

#line 653 "ms_deisotope/_c/scoring.pyx"
  goto __pyx_L0;

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

#line 633 "ms_deisotope/_c/scoring.pyx"


#line 633 "ms_deisotope/_c/scoring.pyx"
  /* function exit code */

#line 633 "ms_deisotope/_c/scoring.pyx"
  __pyx_L0:;

#line 633 "ms_deisotope/_c/scoring.pyx"
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#line 633 "ms_deisotope/_c/scoring.pyx"
}

/* "ms_deisotope/_c/scoring.pyx":684
 *     Proteomics : MCP, 9(12), 27722782. https://doi.org/10.1074/mcp.M110.002766
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#line 684 "ms_deisotope/_c/scoring.pyx"


#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
;
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#line 684 "ms_deisotope/_c/scoring.pyx"
;

#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 684 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"


#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 691 "ms_deisotope/_c/scoring.pyx"
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#line 691 "ms_deisotope/_c/scoring.pyx"
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#line 691 "ms_deisotope/_c/scoring.pyx"
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#line 691 "ms_deisotope/_c/scoring.pyx"
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#line 691 "ms_deisotope/_c/scoring.pyx"
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 * 
 *     @cython.cdivision
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#line 690 "ms_deisotope/_c/scoring.pyx"


#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 690 "ms_deisotope/_c/scoring.pyx"
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#line 693 "ms_deisotope/_c/scoring.pyx"


#line 693 "ms_deisotope/_c/scoring.pyx"
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#line 693 "ms_deisotope/_c/scoring.pyx"
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#line 693 "ms_deisotope/_c/scoring.pyx"
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#line 693 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_3evaluate(PyObject *__pyx_v_self, 
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PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
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#line 693 "ms_deisotope/_c/scoring.pyx"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {

#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"


#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"


#line 100 "ms_deisotope/_c/scoring.pxd"
static int __pyx_pf_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_2__set__(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_v_self, PyObject *__pyx_v_value) {

#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"


#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 100 "ms_deisotope/_c/scoring.pxd"
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#line 898 "ms_deisotope/_c/scoring.pyx"


#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 901 "ms_deisotope/_c/scoring.pyx"
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#line 902 "ms_deisotope/_c/scoring.pyx"
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#line 903 "ms_deisotope/_c/scoring.pyx"
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#line 904 "ms_deisotope/_c/scoring.pyx"
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#line 904 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 905 "ms_deisotope/_c/scoring.pyx"
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#line 904 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 906 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 907 "ms_deisotope/_c/scoring.pyx"
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#line 908 "ms_deisotope/_c/scoring.pyx"
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#line 908 "ms_deisotope/_c/scoring.pyx"
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 * 
 * 
 * cdef double percentile(double[:] N, double percent):             # <<<<<<<<<<<<<<
 *     cdef:
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#line 898 "ms_deisotope/_c/scoring.pyx"


#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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#line 898 "ms_deisotope/_c/scoring.pyx"
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/* "ms_deisotope/_c/scoring.pyx":913
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#line 913 "ms_deisotope/_c/scoring.pyx"


#line 913 "ms_deisotope/_c/scoring.pyx"
/* Python wrapper */

#line 913 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/

#line 913 "ms_deisotope/_c/scoring.pyx"
static int __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
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#line 913 "ms_deisotope/_c/scoring.pyx"
;
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#line 913 "ms_deisotope/_c/scoring.pyx"
;
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#line 913 "ms_deisotope/_c/scoring.pyx"
;

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
  const char *__pyx_filename = NULL;

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
values[2] = __Pyx_Arg_VARARGS(__pyx_args, 2);

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
values[1] = __Pyx_Arg_VARARGS(__pyx_args, 1);

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
values[0] = __Pyx_Arg_VARARGS(__pyx_args, 0);

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
values[2] = __Pyx_Arg_VARARGS(__pyx_args, 2);

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
values[1] = __Pyx_Arg_VARARGS(__pyx_args, 1);

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
values[0] = __Pyx_Arg_VARARGS(__pyx_args, 0);

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 913 "ms_deisotope/_c/scoring.pyx"
goto __pyx_L5_argtuple_error;

#line 913 "ms_deisotope/_c/scoring.pyx"
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#line 965 "ms_deisotope/_c/scoring.pyx"


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#line 965 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 986 "ms_deisotope/_c/scoring.pyx"
  o = alloc_func(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_FREELISTS

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (likely((int)(__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord > 0) & (int)(t->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord)) & (int)(!__Pyx_PyType_HasFeature(t, (Py_TPFLAGS_IS_ABSTRACT | Py_TPFLAGS_HEAPTYPE))))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (PyObject*)__pyx_freelist_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[--__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord];

#line 986 "ms_deisotope/_c/scoring.pyx"
    memset(o, 0, sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord));

#line 986 "ms_deisotope/_c/scoring.pyx"
    (void) PyObject_INIT(o, t);

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyObject_GC_Track(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      o = (*t->tp_alloc)(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
    } else {

#line 986 "ms_deisotope/_c/scoring.pyx"
      o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->seed_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->experimental = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->theoretical = ((struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->monoisotopic_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->data = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->seed_peak);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->experimental);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->theoretical);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->monoisotopic_peak);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->data);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_FREELISTS

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (((int)(__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord < 50000) & (int)(Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord)) & (int)(!__Pyx_PyType_HasFeature(Py_TYPE(o), (Py_TPFLAGS_IS_ABSTRACT | Py_TPFLAGS_HEAPTYPE))))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    __pyx_freelist_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord++] = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 986 "ms_deisotope/_c/scoring.pyx"
    (*Py_TYPE(o)->tp_free)(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
    #else

#line 986 "ms_deisotope/_c/scoring.pyx"
    {

#line 986 "ms_deisotope/_c/scoring.pyx"
      freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (tp_free) tp_free(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
    #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->seed_peak) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->seed_peak), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->experimental) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->experimental, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->theoretical) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->theoretical), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->monoisotopic_peak) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->monoisotopic_peak), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->data) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->data, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->seed_peak);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->seed_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->experimental);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->experimental = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->theoretical);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->theoretical = ((struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->monoisotopic_peak);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->monoisotopic_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->data);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->data = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_npeaks(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6npeaks_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_specialmethod___pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_22__repr__(PyObject *self, CYTHON_UNUSED PyObject *arg) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_22__repr__(self);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"clone", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_3clone, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_2clone},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4__reduce__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__repr__", (PyCFunction)__pyx_specialmethod___pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_22__repr__, METH_NOARGS|METH_COEXIST, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"npeaks", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_npeaks, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"seed_peak", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak, (char *)PyDoc_STR("seed_peak: ms_peak_picker._c.peak_set.FittedPeak"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"score", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score, (char *)PyDoc_STR("score: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"charge", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge, (char *)PyDoc_STR("charge: 'int'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"experimental", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental, (char *)PyDoc_STR("experimental: list"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"theoretical", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical, (char *)PyDoc_STR("theoretical: ms_deisotope._c.averagine.TheoreticalIsotopicPattern"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"monoisotopic_peak", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak, (char *)PyDoc_STR("monoisotopic_peak: ms_peak_picker._c.peak_set.FittedPeak"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"missed_peaks", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks, (char *)PyDoc_STR("missed_peaks: 'int'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"data", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data, (char *)PyDoc_STR("data: object"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"_hash", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash, (char *)PyDoc_STR("_hash: 'Py_hash_t'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_22__repr__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_hash, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17__hash__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("IsotopicFitRecord(FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental, data=None, int missed_peaks=0)\nDescribes a single isotopic pattern fit, comparing how well an\n    experimentally observed sequence of peaks matches a theoretical isotopic\n    pattern.\n\n    IsotopicFitRecord instances are hashable and orderable (by score).\n\n    Attributes\n    ----------\n    charge : int\n        The charge state used to generate the theoretical pattern\n    data : object\n        An arbitrary Python object containing extra information\n    experimental : list of FittedPeak\n        The observed experimental peaks to be fitted\n    missed_peaks : int\n        The number of peaks in the theoretical pattern that do not\n        have a matching experimental peak\n    monoisotopic_peak : FittedPeak\n        The fitted peak which corresponds to the monoisotopic peak\n    score : float\n        The score assigned to the fit by an IsotopicFitter object\n    seed_peak : FittedPeak\n        The peak that was used to initiate the fit. This may be unused\n        if not using an Averagine method\n    theoretical : TheoreticalIsotopicPattern\n        The theoretical isotopic pattern being fitted on the experimental data\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_richcompare, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_15__richcmp__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_iter, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_19__iter__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.IsotopicFitRecord",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""IsotopicFitRecord", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_22__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17__hash__, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("IsotopicFitRecord(FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental, data=None, int missed_peaks=0)\nDescribes a single isotopic pattern fit, comparing how well an\n    experimentally observed sequence of peaks matches a theoretical isotopic\n    pattern.\n\n    IsotopicFitRecord instances are hashable and orderable (by score).\n\n    Attributes\n    ----------\n    charge : int\n        The charge state used to generate the theoretical pattern\n    data : object\n        An arbitrary Python object containing extra information\n    experimental : list of FittedPeak\n        The observed experimental peaks to be fitted\n    missed_peaks : int\n        The number of peaks in the theoretical pattern that do not\n        have a matching experimental peak\n    monoisotopic_peak : FittedPeak\n        The fitted peak which corresponds to the monoisotopic peak\n    score : float\n        The score assigned to the fit by an IsotopicFitter object\n    seed_peak : FittedPeak\n        The peak that was used to initiate the fit. This may be unused\n        if not using an Averagine method\n    theoretical : TheoreticalIsotopicPattern\n        The theoretical isotopic pattern being fitted on the experimental data\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_15__richcmp__, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_19__iter__, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_vtable_12ms_deisotope_2_c_7scoring_FitSelectorBase;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 986 "ms_deisotope/_c/scoring.pyx"
  o = alloc_func(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (*t->tp_alloc)(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && (!PyType_IS_GC(Py_TYPE(o)) || !__Pyx_PyObject_GC_IsFinalized(o))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 986 "ms_deisotope/_c/scoring.pyx"
  (*Py_TYPE(o)->tp_free)(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (tp_free) tp_free(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_specialmethod___pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__(PyObject *self, CYTHON_UNUSED PyObject *arg) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__(self);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_15FitSelectorBase_2__reduce__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__repr__", (PyCFunction)__pyx_specialmethod___pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__, METH_NOARGS|METH_COEXIST, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"minimum_score", __pyx_getprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score, __pyx_setprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score, (char *)PyDoc_STR("minimum_score: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_call, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("FitSelectorBase(minimum_score=0)\nAn object that controls the filtering and\n    selection of IsotopicFitRecord\n\n    Attributes\n    ----------\n    minimum_score : int\n        The minimum score needed to be a candidate for selection. If the\n        FitSelector is `minimizing` it is the maximal score to be a candidate.\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.FitSelectorBase",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""FitSelectorBase", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("FitSelectorBase(minimum_score=0)\nAn object that controls the filtering and\n    selection of IsotopicFitRecord\n\n    Attributes\n    ----------\n    minimum_score : int\n        The minimum score needed to be a candidate for selection. If the\n        FitSelector is `minimizing` it is the maximal score to be a candidate.\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_vtable_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 986 "ms_deisotope/_c/scoring.pyx"
  o = alloc_func(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (*t->tp_alloc)(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->select = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->select);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 986 "ms_deisotope/_c/scoring.pyx"
  (*Py_TYPE(o)->tp_free)(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (tp_free) tp_free(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->select) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->select), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->select);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->select = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_specialmethod___pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__(PyObject *self, CYTHON_UNUSED PyObject *arg) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__(self);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_2__reduce__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_5__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_4__getstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_7__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6__setstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"evaluate", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_9evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_8evaluate},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"configure", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_23configure, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_22configure},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__repr__", (PyCFunction)__pyx_specialmethod___pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, METH_NOARGS|METH_COEXIST, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"select", __pyx_getprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select, __pyx_setprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select, (char *)PyDoc_STR("select: ms_deisotope._c.scoring.FitSelectorBase"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_repr, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_call, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("IsotopicFitterBase(score_threshold=0.5)\nA base class for Isotopic Pattern Fitters, objects\n    which given a set of experimental peaks and a set of matching\n    theoretical peaks, returns a fit score describing how good the\n    match is.\n\n    An IsotopicFitter may be optimal when the score is small (minimizing)\n    or when the score is large (maximizing), and the appropriate\n    :class:`FitSelectorBase` type will be used for :attr:`select`. This\n    will also be reflected by :meth:`is_maximizing`.\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.IsotopicFitterBase",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""IsotopicFitterBase", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("IsotopicFitterBase(score_threshold=0.5)\nA base class for Isotopic Pattern Fitters, objects\n    which given a set of experimental peaks and a set of matching\n    theoretical peaks, returns a fit score describing how good the\n    match is.\n\n    An IsotopicFitter may be optimal when the score is small (minimizing)\n    or when the score is large (maximizing), and the appropriate\n    :class:`FitSelectorBase` type will be used for :attr:`select`. This\n    will also be reflected by :meth:`is_maximizing`.\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("Evaluate an isotopic fit using least squares coefficient of\n    determination :math:`R^2`.\n\n    .. math::\n        {\\hat e_i} &= e_i / max(e)\n\n        {\\hat t_i} &= t_i / max(t)\n\n        {\\hat t} &= \\sum_i^n {\\hat t_i}^2\n\n        R^2 &= \\frac{1}{{\\hat t}}\\sum_i^n ({\\hat e_i} - {\\hat t_i})^2\n\n    where :math:`e_i` is the ith experimental peak intensity and :math:`t_i`\n    is the ith theoretical peak intensity\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.LeastSquaresFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""LeastSquaresFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("Evaluate an isotopic fit using least squares coefficient of\n    determination :math:`R^2`.\n\n    .. math::\n        {\\hat e_i} &= e_i / max(e)\n\n        {\\hat t_i} &= t_i / max(t)\n\n        {\\hat t} &= \\sum_i^n {\\hat t_i}^2\n\n        R^2 &= \\frac{1}{{\\hat t}}\\sum_i^n ({\\hat e_i} - {\\hat t_i})^2\n\n    where :math:`e_i` is the ith experimental peak intensity and :math:`t_i`\n    is the ith theoretical peak intensity\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_GTestFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_GTestFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("Evaluate an isotopic fit using a G-test\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n\n    .. note::\n\n        The G statistic is on the scale of the signal used.\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.GTestFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""GTestFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("Evaluate an isotopic fit using a G-test\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n\n    .. note::\n\n        The G statistic is on the scale of the signal used.\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("Evaluate an isotopic fit using a G-test after normalizing the\n    list of experimental and theoretical peaks to both sum to 1.\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.ScaledGTestFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""ScaledGTestFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("Evaluate an isotopic fit using a G-test after normalizing the\n    list of experimental and theoretical peaks to both sum to 1.\n\n    .. math::\n        G = 2\\sum_i^n{o_i * ({log}o_i - {log}e_i)}\n\n    where :math:`o_i` is the intensity of the ith experimental peak\n    and :math:`e_i` is the intensity of the ith theoretical peak.\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"evaluate", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_3evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_2evaluate},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_5__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_4__reduce__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_7__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_6__getstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_9__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_8__setstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"mass_error_tolerance", __pyx_getprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance, __pyx_setprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance, (char *)PyDoc_STR("mass_error_tolerance: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("MSDeconVFitter(minimum_score=10, mass_error_tolerance=0.02)\nAn implementation of the scoring function used in :title-reference:`MSDeconV`\n\n    .. math::\n        :nowrap:\n\n        \\begin{split}\n            s_{mz}(e, t) &= \\begin{cases}\n                1 - \\frac{\\|mz(e) - mz(t)\\|}{d} & \\text{if } \\|mz(e) - mz(t)\\| < d,\\\\\n                0 & \\text{otherwise}\n            \\end{cases}\\\\\n\n            s_{int}(e, t) &= \\begin{cases}\n                1 - \\frac{int(t) - int(e)}{int(e)} & \\text{if } int(e) < int(t) \\text{ and } \\frac{int(t) - int(e)}{int(e)} \\le 1, \\\\\n                \\sqrt{1 - \\frac{int(e) - int(t)}{int(t)}} & \\text{if } int(e) \\ge int(t) \\text{ and } \\frac{int(e) - int(t)}{int(t)} \\le 1,\\\\\n                0 & \\text{otherwise}\n            \\end{cases}\\\\\n\n            \\text{S}(e, t) &= \\sqrt{int(t)}\\times s_{mz}(e,t) \\times s_{int}(e, t)\n        \\end{split}\n\n    References\n    ----------\n    Liu, X., Inbar, Y., Dorrestein, P. C., Wynne, C., Edwards, N., Souda, P., \342\200\246\n    Pevzner, P. A. (2010). Deconvolution and database search of complex tandem\n    mass spectra of intact proteins: a combinatorial approach. Molecular & Cellular\n    Proteomics : MCP, 9(12), 2772\342\200\2232782. https://doi.org/10.1074/mcp.M110.002766\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.MSDeconVFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""MSDeconVFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("MSDeconVFitter(minimum_score=10, mass_error_tolerance=0.02)\nAn implementation of the scoring function used in :title-reference:`MSDeconV`\n\n    .. math::\n        :nowrap:\n\n        \\begin{split}\n            s_{mz}(e, t) &= \\begin{cases}\n                1 - \\frac{\\|mz(e) - mz(t)\\|}{d} & \\text{if } \\|mz(e) - mz(t)\\| < d,\\\\\n                0 & \\text{otherwise}\n            \\end{cases}\\\\\n\n            s_{int}(e, t) &= \\begin{cases}\n                1 - \\frac{int(t) - int(e)}{int(e)} & \\text{if } int(e) < int(t) \\text{ and } \\frac{int(t) - int(e)}{int(e)} \\le 1, \\\\\n                \\sqrt{1 - \\frac{int(e) - int(t)}{int(t)}} & \\text{if } int(e) \\ge int(t) \\text{ and } \\frac{int(e) - int(t)}{int(t)} \\le 1,\\\\\n                0 & \\text{otherwise}\n            \\end{cases}\\\\\n\n            \\text{S}(e, t) &= \\sqrt{int(t)}\\times s_{mz}(e,t) \\times s_{int}(e, t)\n        \\end{split}\n\n    References\n    ----------\n    Liu, X., Inbar, Y., Dorrestein, P. C., Wynne, C., Edwards, N., Souda, P., \342\200\246\n    Pevzner, P. A. (2010). Deconvolution and database search of complex tandem\n    mass spectra of intact proteins: a combinatorial approach. Molecular & Cellular\n    Proteomics : MCP, 9(12), 2772\342\200\2232782. https://doi.org/10.1074/mcp.M110.002766\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_2__reduce__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_5__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_4__getstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_7__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_6__setstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"evaluate", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_9evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_8evaluate},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"mass_error_tolerance", __pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance, __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance, (char *)PyDoc_STR("mass_error_tolerance: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"penalty_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor, (char *)PyDoc_STR("penalty_factor: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("PenalizedMSDeconVFitter(minimum_score=10, penalty_factor=1, mass_error_tolerance=0.02)\nAn Isotopic Fitter which uses the :class:`MSDeconVFitter` score\n    weighted by 1 - :attr:`penalty_factor` * :class:`ScaledGTestFitter` score\n\n    .. math::\n        S(e, t) = M(e, t) * (1 - G(e, t))\n\n    where :math:`e` is the experimental peak list and :math:`t` is the theoretical\n    peak list\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.PenalizedMSDeconVFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""PenalizedMSDeconVFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("PenalizedMSDeconVFitter(minimum_score=10, penalty_factor=1, mass_error_tolerance=0.02)\nAn Isotopic Fitter which uses the :class:`MSDeconVFitter` score\n    weighted by 1 - :attr:`penalty_factor` * :class:`ScaledGTestFitter` score\n\n    .. math::\n        S(e, t) = M(e, t) * (1 - G(e, t))\n\n    where :math:`e` is the experimental peak list and :math:`t` is the theoretical\n    peak list\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer __pyx_vtable_12ms_deisotope_2_c_7scoring_FunctionScorer;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->function = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->function);

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_Track(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->function) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->function, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->function);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->function = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_3__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_2__getstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_5__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_4__setstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_7__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_6__reduce__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("FunctionScorer(function, minimum_score=10, selector_type=MaximizeFitSelector)\nUse a user-provided Python function or callable object to evaluate an isotopic\n    envelope fit.\n\n    The provided function should take two arguments, a list of experimental fitted peaks\n    and a list of theoretical peaks, and return a single number as an output.\n\n    Make sure to pass the right thresholds and selector types when creating an instance\n    of this class that match the semantics of the provided function.\n\n    While this type is available for convenience, there is considerable overhead in using\n    it compared to one of the C accelerated fitters.\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.FunctionScorer",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""FunctionScorer", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("FunctionScorer(function, minimum_score=10, selector_type=MaximizeFitSelector)\nUse a user-provided Python function or callable object to evaluate an isotopic\n    envelope fit.\n\n    The provided function should take two arguments, a list of experimental fitted peaks\n    and a list of theoretical peaks, and return a single number as an output.\n\n    Make sure to pass the right thresholds and selector types when creating an instance\n    of this class that match the semantics of the provided function.\n\n    While this type is available for convenience, there is considerable overhead in using\n    it compared to one of the C accelerated fitters.\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection __pyx_vtable_12ms_deisotope_2_c_7scoring_InterferenceDetection;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 986 "ms_deisotope/_c/scoring.pyx"
  o = alloc_func(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (*t->tp_alloc)(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->peaklist = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->peaklist);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 986 "ms_deisotope/_c/scoring.pyx"
  (*Py_TYPE(o)->tp_free)(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (tp_free) tp_free(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->peaklist) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->peaklist), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->peaklist);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->peaklist = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_3__reduce__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_2__reduce__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_5__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_4__getstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_7__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_6__setstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"peaklist", __pyx_getprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist, __pyx_setprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist, (char *)PyDoc_STR("peaklist: ms_peak_picker._c.peak_set.PeakSet"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_call, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_9__call__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("InterferenceDetection(PeakSet peaklist)")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_InterferenceDetection},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.InterferenceDetection",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""InterferenceDetection", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_9__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("InterferenceDetection(PeakSet peaklist)"), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->interference_detector = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->g_test_scaled = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->interference_detector);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->g_test_scaled);

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_Track(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->interference_detector) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->interference_detector), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->g_test_scaled) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->g_test_scaled), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->interference_detector);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->interference_detector = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->g_test_scaled);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->g_test_scaled = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_3__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_2__getstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_5__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_4__setstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"interference_detector", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector, (char *)PyDoc_STR("interference_detector: ms_deisotope._c.scoring.InterferenceDetection"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"g_test_scaled", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled, (char *)PyDoc_STR("g_test_scaled: ms_deisotope._c.scoring.ScaledGTestFitter"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"peak_count_scale", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale, (char *)PyDoc_STR("peak_count_scale: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"domain_scale", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale, (char *)PyDoc_STR("domain_scale: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("DistinctPatternFitter(minimum_score=0.3, peak_count_scale=1.5, domain_scale=100.)")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.DistinctPatternFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""DistinctPatternFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("DistinctPatternFitter(minimum_score=0.3, peak_count_scale=1.5, domain_scale=100.)"), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->scorer = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->scorer);

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_Track(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->scorer) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(((PyObject *)p->scorer), a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->scorer);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->scorer = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_3__set__(o, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_5__del__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_3__getstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_2__getstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_5__setstate__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_4__setstate__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"evaluate", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_9evaluate, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_8evaluate},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"penalty_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"scale_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor, (char *)PyDoc_STR("scale_factor: 'double'"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"scorer", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer, (char *)PyDoc_STR("scorer: ms_deisotope._c.scoring.PenalizedMSDeconVFitter"), 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("ScaledPenalizedMSDeconvFitter(minimum_score=0.3, penalty_factor=1., mass_error_tolerance=0.02)")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.ScaledPenalizedMSDeconvFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""ScaledPenalizedMSDeconvFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("ScaledPenalizedMSDeconvFitter(minimum_score=0.3, penalty_factor=1., mass_error_tolerance=0.02)"), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_DotProductFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("DotProductFitter(minimum_score=100)")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_DotProductFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_pw_12ms_deisotope_2_c_7scoring_16DotProductFitter_1__init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.DotProductFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""DotProductFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("DotProductFitter(minimum_score=100)"), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_DotProductFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_16DotProductFitter_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MinimizeFitSelector __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MinimizeFitSelector[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("A FitSelector which tries to minimize the score of the best fit.\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_MinimizeFitSelector},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.MinimizeFitSelector",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""MinimizeFitSelector", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("A FitSelector which tries to minimize the score of the best fit.\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_MinimizeFitSelector, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MaximizeFitSelector __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MaximizeFitSelector[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("A FitSelector which tries to maximize the score of the best fit.\n    ")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_MaximizeFitSelector},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.MaximizeFitSelector",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""MaximizeFitSelector", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("A FitSelector which tries to maximize the score of the best fit.\n    "), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_MaximizeFitSelector, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_1__init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ChiSquareFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ChiSquareFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ChiSquareFitter;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ChiSquareFitter[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_12ms_deisotope_2_c_7scoring_ChiSquareFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.ChiSquareFitter",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""ChiSquareFitter", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_12ms_deisotope_2_c_7scoring_ChiSquareFitter, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ *__pyx_freelist_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__[8];

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ = {

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_array __pyx_vtable_array;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_array_obj *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 986 "ms_deisotope/_c/scoring.pyx"
  o = alloc_func(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (*t->tp_alloc)(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_array_obj *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_vtab = __pyx_vtabptr_array;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) goto bad;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  bad:

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_DECREF(o); o = 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return NULL;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_array(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_array_obj *p = (struct __pyx_array_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely((PY_VERSION_HEX >= 0x03080000 || __Pyx_PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE)) && __Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && (!PyType_IS_GC(Py_TYPE(o)) || !__Pyx_PyObject_GC_IsFinalized(o))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_array) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyObject *etype, *eval, *etb;

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Fetch(&etype, &eval, &etb);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __pyx_array___dealloc__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Restore(etype, eval, etb);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->mode);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->_format);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 986 "ms_deisotope/_c/scoring.pyx"
  (*Py_TYPE(o)->tp_free)(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (tp_free) tp_free(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *r;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_DECREF(x);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return r;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_array___setitem__(o, i, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_TypeName o_type_name;

#line 986 "ms_deisotope/_c/scoring.pyx"
    o_type_name = __Pyx_PyType_GetName(Py_TYPE(o));

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Format(PyExc_NotImplementedError,

#line 986 "ms_deisotope/_c/scoring.pyx"
      "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_DECREF_TypeName(o_type_name);

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *v = __Pyx_PyObject_GenericGetAttr(o, n);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Clear();

#line 986 "ms_deisotope/_c/scoring.pyx"
    v = __pyx_array___getattr__(o, n);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return v;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_array[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_array_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_array_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_array[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
#if !CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyBufferProcs __pyx_tp_as_buffer_array = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getreadbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getwritebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getsegcount*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getcharbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_array_getbuffer, /*bf_getbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_releasebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type___pyx_array_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_array},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_sq_length, (void *)__pyx_array___len__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_sq_item, (void *)__pyx_sq_item_array},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_mp_length, (void *)__pyx_array___len__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_mp_subscript, (void *)__pyx_array___getitem__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_array},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getattro, (void *)__pyx_tp_getattro_array},

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if defined(Py_bf_getbuffer)

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_bf_getbuffer, (void *)__pyx_array_getbuffer},

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_array},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_array},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_array},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type___pyx_array_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.array",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_array_obj),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_SEQUENCE,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type___pyx_array_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PySequenceMethods __pyx_tp_as_sequence_array = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_array___len__, /*sq_length*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_concat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_repeat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_sq_item_array, /*sq_item*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_slice*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_ass_item*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_ass_slice*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_contains*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_inplace_concat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_inplace_repeat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMappingMethods __pyx_tp_as_mapping_array = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_array___len__, /*mp_length*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_array___getitem__, /*mp_subscript*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyBufferProcs __pyx_tp_as_buffer_array = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getreadbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getwritebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getsegcount*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getcharbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_array_getbuffer, /*bf_getbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_releasebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type___pyx_array = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""array", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_array, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_getattro_array, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  &__pyx_tp_as_buffer_array, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_array, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_array, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_array, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_MemviewEnum_obj *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 986 "ms_deisotope/_c/scoring.pyx"
  o = alloc_func(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (*t->tp_alloc)(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_MemviewEnum_obj *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->name = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_Enum(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_Enum) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->name);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 986 "ms_deisotope/_c/scoring.pyx"
  (*Py_TYPE(o)->tp_free)(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (tp_free) tp_free(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->name) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->name, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_Enum(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->name);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->name = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_specialmethod___pyx_MemviewEnum___repr__(PyObject *self, CYTHON_UNUSED PyObject *arg) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_MemviewEnum___repr__(self);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_Enum[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__repr__", (PyCFunction)__pyx_specialmethod___pyx_MemviewEnum___repr__, METH_NOARGS|METH_COEXIST, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type___pyx_MemviewEnum_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_Enum},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_repr, (void *)__pyx_MemviewEnum___repr__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_Enum},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_Enum},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_Enum},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_init, (void *)__pyx_MemviewEnum___init__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_Enum},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type___pyx_MemviewEnum_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.Enum",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_MemviewEnum_obj),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type___pyx_MemviewEnum_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type___pyx_MemviewEnum = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""Enum", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_MemviewEnum___repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_Enum, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_Enum, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_Enum, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_MemviewEnum___init__, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_Enum, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryview_obj *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"
  allocfunc alloc_func = (allocfunc)PyType_GetSlot(t, Py_tp_alloc);

#line 986 "ms_deisotope/_c/scoring.pyx"
  o = alloc_func(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (*t->tp_alloc)(t, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_memoryview_obj *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_vtab = __pyx_vtabptr_memoryview;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->obj = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->_size = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->_array_interface = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->view.obj = NULL;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  bad:

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_DECREF(o); o = 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return NULL;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc_memoryview(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_memoryview) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyObject *etype, *eval, *etb;

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Fetch(&etype, &eval, &etb);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __pyx_memoryview___dealloc__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Restore(etype, eval, etb);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->obj);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->_size);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->_array_interface);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY

#line 986 "ms_deisotope/_c/scoring.pyx"
  (*Py_TYPE(o)->tp_free)(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    freefunc tp_free = (freefunc)PyType_GetSlot(Py_TYPE(o), Py_tp_free);

#line 986 "ms_deisotope/_c/scoring.pyx"
    if (tp_free) tp_free(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->obj) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->obj, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->_size) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->_size, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->_array_interface) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->_array_interface, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->view.obj) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->view.obj, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear_memoryview(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->obj);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->obj = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->_size);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->_size = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->_array_interface);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->_array_interface = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->view.obj);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *r;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_DECREF(x);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return r;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (v) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    return __pyx_memoryview___setitem__(o, i, v);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  else {

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_TypeName o_type_name;

#line 986 "ms_deisotope/_c/scoring.pyx"
    o_type_name = __Pyx_PyType_GetName(Py_TYPE(o));

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Format(PyExc_NotImplementedError,

#line 986 "ms_deisotope/_c/scoring.pyx"
      "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_DECREF_TypeName(o_type_name);

#line 986 "ms_deisotope/_c/scoring.pyx"
    return -1;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_specialmethod___pyx_memoryview___repr__(PyObject *self, CYTHON_UNUSED PyObject *arg) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  return __pyx_memoryview___repr__(self);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods_memoryview[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__repr__", (PyCFunction)__pyx_specialmethod___pyx_memoryview___repr__, METH_NOARGS|METH_COEXIST, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"is_c_contig", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_c_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"is_f_contig", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_f_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"copy", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"copy_fortran", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy_fortran, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static struct PyGetSetDef __pyx_getsets_memoryview[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, (char *)0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
#if !CYTHON_COMPILING_IN_LIMITED_API

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyBufferProcs __pyx_tp_as_buffer_memoryview = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getreadbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getwritebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getsegcount*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getcharbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_releasebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type___pyx_memoryview_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_repr, (void *)__pyx_memoryview___repr__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_sq_length, (void *)__pyx_memoryview___len__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_sq_item, (void *)__pyx_sq_item_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_mp_length, (void *)__pyx_memoryview___len__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_mp_subscript, (void *)__pyx_memoryview___getitem__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_str, (void *)__pyx_memoryview___str__},

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if defined(Py_bf_getbuffer)

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_bf_getbuffer, (void *)__pyx_memoryview_getbuffer},

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_getset, (void *)__pyx_getsets_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new_memoryview},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type___pyx_memoryview_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.memoryview",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_memoryview_obj),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type___pyx_memoryview_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PySequenceMethods __pyx_tp_as_sequence_memoryview = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview___len__, /*sq_length*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_concat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_repeat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_sq_item_memoryview, /*sq_item*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_slice*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_ass_item*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_ass_slice*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_contains*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_inplace_concat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*sq_inplace_repeat*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMappingMethods __pyx_tp_as_mapping_memoryview = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview___len__, /*mp_length*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview___getitem__, /*mp_subscript*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyBufferProcs __pyx_tp_as_buffer_memoryview = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getreadbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getwritebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getsegcount*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_getcharbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*bf_releasebuffer*/

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type___pyx_memoryview = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""memoryview", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview___repr__, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview___str__, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse_memoryview, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_memoryview, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods_memoryview, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_getsets_memoryview, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_init*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_new_memoryview, /*tp_new*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_free*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_bases*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_cache*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_subclasses*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklist*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_del*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_version_tag*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030400a1

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  NULL, /*tp_finalize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if __PYX_NEED_TP_PRINT_SLOT == 1

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030C0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_watched*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_pypy_flags*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryviewslice_obj *p;

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (unlikely(!o)) return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p = ((struct __pyx_memoryviewslice_obj *)o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->from_object = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->from_slice.memview = NULL;

#line 986 "ms_deisotope/_c/scoring.pyx"
  return o;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_USE_TP_FINALIZE

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc__memoryviewslice) {

#line 986 "ms_deisotope/_c/scoring.pyx"
      if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 986 "ms_deisotope/_c/scoring.pyx"
    }

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_UnTrack(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  {

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyObject *etype, *eval, *etb;

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Fetch(&etype, &eval, &etb);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __pyx_memoryviewslice___dealloc__(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 986 "ms_deisotope/_c/scoring.pyx"
    PyErr_Restore(etype, eval, etb);

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_CLEAR(p->from_object);

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject_GC_Track(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc_memoryview(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  int e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  if (p->from_object) {

#line 986 "ms_deisotope/_c/scoring.pyx"
    e = (*v)(p->from_object, a); if (e) return e;

#line 986 "ms_deisotope/_c/scoring.pyx"
  }

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static int __pyx_tp_clear__memoryviewslice(PyObject *o) {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyObject* tmp;

#line 986 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear_memoryview(o);

#line 986 "ms_deisotope/_c/scoring.pyx"
  tmp = ((PyObject*)p->from_object);

#line 986 "ms_deisotope/_c/scoring.pyx"
  p->from_object = Py_None; Py_INCREF(Py_None);

#line 986 "ms_deisotope/_c/scoring.pyx"
  Py_XDECREF(tmp);

#line 986 "ms_deisotope/_c/scoring.pyx"
  __PYX_XCLEAR_MEMVIEW(&p->from_slice, 1);

#line 986 "ms_deisotope/_c/scoring.pyx"
  return 0;

#line 986 "ms_deisotope/_c/scoring.pyx"
}

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods__memoryviewslice[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__reduce_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {"__setstate_cython__", (PyCFunction)(void*)(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0, 0, 0}

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#if CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Slot __pyx_type___pyx_memoryviewslice_slots[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc__memoryviewslice},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_doc, (void *)PyDoc_STR("Internal class for passing memoryview slices to Python")},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_traverse, (void *)__pyx_tp_traverse__memoryviewslice},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_clear, (void *)__pyx_tp_clear__memoryviewslice},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_methods, (void *)__pyx_methods__memoryviewslice},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {Py_tp_new, (void *)__pyx_tp_new__memoryviewslice},

#line 986 "ms_deisotope/_c/scoring.pyx"
  {0, 0},

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
static PyType_Spec __pyx_type___pyx_memoryviewslice_spec = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring._memoryviewslice",

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_memoryviewslice_obj),

#line 986 "ms_deisotope/_c/scoring.pyx"
  0,

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_type___pyx_memoryviewslice_slots,

#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#else

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyTypeObject __pyx_type___pyx_memoryviewslice = {

#line 986 "ms_deisotope/_c/scoring.pyx"
  PyVarObject_HEAD_INIT(0, 0)

#line 986 "ms_deisotope/_c/scoring.pyx"
  "ms_deisotope._c.scoring.""_memoryviewslice", /*tp_name*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_itemsize*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX < 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_print*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_VERSION_HEX >= 0x030800b4

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_vectorcall_offset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION < 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_compare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if PY_MAJOR_VERSION >= 3

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_async*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_repr*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_number*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_sequence*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_mapping*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_hash*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_call*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if CYTHON_COMPILING_IN_PYPY || 0

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_memoryview___str__, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #else

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_str*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_setattro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_as_buffer*/

#line 986 "ms_deisotope/_c/scoring.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 986 "ms_deisotope/_c/scoring.pyx"
  PyDoc_STR("Internal class for passing memoryview slices to Python"), /*tp_doc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_tp_clear__memoryviewslice, /*tp_clear*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_richcompare*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_weaklistoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iter*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_iternext*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  __pyx_methods__memoryviewslice, /*tp_methods*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_members*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_getset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_base*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dict*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_get*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_descr_set*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #if !CYTHON_USE_TYPE_SPECS

#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_dictoffset*/

#line 986 "ms_deisotope/_c/scoring.pyx"
  #endif

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_alloc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_is_gc*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
  0, /*tp_mro*/

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
};

#line 986 "ms_deisotope/_c/scoring.pyx"
#endif

#line 986 "ms_deisotope/_c/scoring.pyx"


#line 986 "ms_deisotope/_c/scoring.pyx"
static PyMethodDef __pyx_methods[] = {

#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#line 986 "ms_deisotope/_c/scoring.pyx"
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#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
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    {&__pyx_n_s_FitSelectorBase_is_maximizing, __pyx_k_FitSelectorBase_is_maximizing, sizeof(__pyx_k_FitSelectorBase_is_maximizing), 0, 0, 1, 1},
    {&__pyx_n_s_FitSelectorBase_reject, __pyx_k_FitSelectorBase_reject, sizeof(__pyx_k_FitSelectorBase_reject), 0, 0, 1, 1},
    {&__pyx_n_s_FitSelectorBase_reject_score, __pyx_k_FitSelectorBase_reject_score, sizeof(__pyx_k_FitSelectorBase_reject_score), 0, 0, 1, 1},
    {&__pyx_n_s_FunctionScorer, __pyx_k_FunctionScorer, sizeof(__pyx_k_FunctionScorer), 0, 0, 1, 1},
    {&__pyx_n_s_FunctionScorer___getstate, __pyx_k_FunctionScorer___getstate, sizeof(__pyx_k_FunctionScorer___getstate), 0, 0, 1, 1},
    {&__pyx_n_s_FunctionScorer___reduce, __pyx_k_FunctionScorer___reduce, sizeof(__pyx_k_FunctionScorer___reduce), 0, 0, 1, 1},
    {&__pyx_n_s_FunctionScorer___setstate, __pyx_k_FunctionScorer___setstate, sizeof(__pyx_k_FunctionScorer___setstate), 0, 0, 1, 1},
    {&__pyx_n_s_FunctionScorer__evaluate, __pyx_k_FunctionScorer__evaluate, sizeof(__pyx_k_FunctionScorer__evaluate), 0, 0, 1, 1},
    {&__pyx_n_s_GTestFitter, __pyx_k_GTestFitter, sizeof(__pyx_k_GTestFitter), 0, 0, 1, 1},
    {&__pyx_n_s_GTestFitter__evaluate, __pyx_k_GTestFitter__evaluate, sizeof(__pyx_k_GTestFitter__evaluate), 0, 0, 1, 1},
    {&__pyx_n_s_INFINITY, __pyx_k_INFINITY, sizeof(__pyx_k_INFINITY), 0, 0, 1, 1},
    {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
    {&__pyx_kp_s_Incompatible_checksums_0x_x_vs_0, __pyx_k_Incompatible_checksums_0x_x_vs_0, sizeof(__pyx_k_Incompatible_checksums_0x_x_vs_0), 0, 0, 1, 0},
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    {&__pyx_n_s_InterferenceDetection___getstate, __pyx_k_InterferenceDetection___getstate, sizeof(__pyx_k_InterferenceDetection___getstate), 0, 0, 1, 1},
    {&__pyx_n_s_InterferenceDetection___reduce, __pyx_k_InterferenceDetection___reduce, sizeof(__pyx_k_InterferenceDetection___reduce), 0, 0, 1, 1},
    {&__pyx_n_s_InterferenceDetection___setstate, __pyx_k_InterferenceDetection___setstate, sizeof(__pyx_k_InterferenceDetection___setstate), 0, 0, 1, 1},
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    {&__pyx_kp_u_Invalid_shape_in_axis, __pyx_k_Invalid_shape_in_axis, sizeof(__pyx_k_Invalid_shape_in_axis), 0, 1, 0, 0},
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    {&__pyx_n_s_IsotopicFitRecord___iter, __pyx_k_IsotopicFitRecord___iter, sizeof(__pyx_k_IsotopicFitRecord___iter), 0, 0, 1, 1},
    {&__pyx_n_s_IsotopicFitRecord___reduce, __pyx_k_IsotopicFitRecord___reduce, sizeof(__pyx_k_IsotopicFitRecord___reduce), 0, 0, 1, 1},
    {&__pyx_n_s_IsotopicFitRecord__eq, __pyx_k_IsotopicFitRecord__eq, sizeof(__pyx_k_IsotopicFitRecord__eq), 0, 0, 1, 1},
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    {&__pyx_n_s_IsotopicFitRecord_clone, __pyx_k_IsotopicFitRecord_clone, sizeof(__pyx_k_IsotopicFitRecord_clone), 0, 0, 1, 1},
    {&__pyx_kp_s_IsotopicFitRecord_score_0_5f_cha, __pyx_k_IsotopicFitRecord_score_0_5f_cha, sizeof(__pyx_k_IsotopicFitRecord_score_0_5f_cha), 0, 0, 1, 0},
    {&__pyx_n_s_IsotopicFitterBase, __pyx_k_IsotopicFitterBase, sizeof(__pyx_k_IsotopicFitterBase), 0, 0, 1, 1},
    {&__pyx_n_s_IsotopicFitterBase___getstate, __pyx_k_IsotopicFitterBase___getstate, sizeof(__pyx_k_IsotopicFitterBase___getstate), 0, 0, 1, 1},
    {&__pyx_n_s_IsotopicFitterBase___reduce, __pyx_k_IsotopicFitterBase___reduce, sizeof(__pyx_k_IsotopicFitterBase___reduce), 0, 0, 1, 1},
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    {&__pyx_n_s_IsotopicFitterBase__evaluate, __pyx_k_IsotopicFitterBase__evaluate, sizeof(__pyx_k_IsotopicFitterBase__evaluate), 0, 0, 1, 1},
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    {&__pyx_n_s_IsotopicFitterBase_is_maximizing, __pyx_k_IsotopicFitterBase_is_maximizing, sizeof(__pyx_k_IsotopicFitterBase_is_maximizing), 0, 0, 1, 1},
    {&__pyx_n_s_IsotopicFitterBase_reject, __pyx_k_IsotopicFitterBase_reject, sizeof(__pyx_k_IsotopicFitterBase_reject), 0, 0, 1, 1},
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            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);
            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;
#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;
#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 PY_MAJOR_VERSION < 3
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) {
        return NULL;
    }
    #else
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object"))) {
        return NULL;
    }
    #endif
    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 PY_MAJOR_VERSION < 3
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    #else
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    #endif
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallMethO */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = __Pyx_CyOrPyCFunction_GET_FUNCTION(func);
    self = __Pyx_CyOrPyCFunction_GET_SELF(func);
    #if PY_MAJOR_VERSION < 3
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    #else
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    #endif
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectFastCall */
#if PY_VERSION_HEX < 0x03090000 || CYTHON_COMPILING_IN_LIMITED_API
static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject **args, size_t nargs, PyObject *kwargs) {
    PyObject *argstuple;
    PyObject *result = 0;
    size_t i;
    argstuple = PyTuple_New((Py_ssize_t)nargs);
    if (unlikely(!argstuple)) return NULL;
    for (i = 0; i < nargs; i++) {
        Py_INCREF(args[i]);
        if (__Pyx_PyTuple_SET_ITEM(argstuple, (Py_ssize_t)i, args[i]) < 0) goto bad;
    }
    result = __Pyx_PyObject_Call(func, argstuple, kwargs);
  bad:
    Py_DECREF(argstuple);
    return result;
}
#endif
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 (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_NOARGS))
            return __Pyx_PyObject_CallMethO(func, NULL);
    }
    else if (nargs == 1 && kwargs == NULL) {
        if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_O))
            return __Pyx_PyObject_CallMethO(func, args[0]);
    }
#endif
    #if PY_VERSION_HEX < 0x030800B1
    #if CYTHON_FAST_PYCCALL
    if (PyCFunction_Check(func)) {
        if (kwargs) {
            return _PyCFunction_FastCallDict(func, args, nargs, kwargs);
        } else {
            return _PyCFunction_FastCallKeywords(func, args, nargs, NULL);
        }
    }
    #if 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 (kwargs == NULL) {
        #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, NULL);
        }
        #elif defined(__Pyx_CyFunction_USED) && CYTHON_BACKPORT_VECTORCALL
        if (__Pyx_CyFunction_CheckExact(func)) {
            __pyx_vectorcallfunc f = __Pyx_CyFunction_func_vectorcall(func);
            if (f) return f(func, args, (size_t)nargs, NULL);
        }
        #endif
    }
    if (nargs == 0) {
        return __Pyx_PyObject_Call(func, __pyx_empty_tuple, kwargs);
    }
    #if PY_VERSION_HEX >= 0x03090000 && !CYTHON_COMPILING_IN_LIMITED_API
    return PyObject_VectorcallDict(func, args, (size_t)nargs, kwargs);
    #else
    return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs);
    #endif
}

/* 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 || !PyMapping_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) {
            PyErr_Clear();
        } else {
            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 */
#if __PYX_LIMITED_VERSION_HEX < 0x030d00A1
static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
#endif
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r;
#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
    int res = PyObject_GetOptionalAttr(o, n, &r);
    return (res != 0) ? r : __Pyx_NewRef(d);
#else
  #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);
#endif
}

/* PyDictVersioning */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
    PyObject **dictptr = NULL;
    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
    if (offset) {
#if CYTHON_COMPILING_IN_CPYTHON
        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
        dictptr = _PyObject_GetDictPtr(obj);
#endif
    }
    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
        return 0;
    return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif

/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && PY_VERSION_HEX < 0x030d0000
    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 (strchr(__Pyx_MODULE_NAME, '.') != NULL) {
                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);
}

/* 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 (is_list || !PyMapping_Check(o))
    {
        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 */
#if __PYX_LIMITED_VERSION_HEX < 0x030d00A1
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;
    }
}
#endif

/* pep479 */
static void __Pyx_Generator_Replace_StopIteration(int in_async_gen) {
    PyObject *exc, *val, *tb, *cur_exc;
    __Pyx_PyThreadState_declare
    #ifdef __Pyx_StopAsyncIteration_USED
    int is_async_stopiteration = 0;
    #endif
    CYTHON_MAYBE_UNUSED_VAR(in_async_gen);
    cur_exc = PyErr_Occurred();
    if (likely(!__Pyx_PyErr_GivenExceptionMatches(cur_exc, PyExc_StopIteration))) {
        #ifdef __Pyx_StopAsyncIteration_USED
        if (in_async_gen && unlikely(__Pyx_PyErr_GivenExceptionMatches(cur_exc, __Pyx_PyExc_StopAsyncIteration))) {
            is_async_stopiteration = 1;
        } else
        #endif
            return;
    }
    __Pyx_PyThreadState_assign
    __Pyx_GetException(&exc, &val, &tb);
    Py_XDECREF(exc);
    Py_XDECREF(val);
    Py_XDECREF(tb);
    PyErr_SetString(PyExc_RuntimeError,
        #ifdef __Pyx_StopAsyncIteration_USED
        is_async_stopiteration ? "async generator raised StopAsyncIteration" :
        in_async_gen ? "async generator raised StopIteration" :
        #endif
        "generator raised StopIteration");
}

/* PyObjectCallNoArg */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
    PyObject *arg[2] = {NULL, NULL};
    return __Pyx_PyObject_FastCall(func, arg + 1, 0 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* IterFinish */
static CYTHON_INLINE int __Pyx_IterFinish(void) {
    PyObject* exc_type;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    exc_type = __Pyx_PyErr_CurrentExceptionType();
    if (unlikely(exc_type)) {
        if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)))
            return -1;
        __Pyx_PyErr_Clear();
        return 0;
    }
    return 0;
}

/* set_iter */
static CYTHON_INLINE PyObject* __Pyx_set_iterator(PyObject* iterable, int is_set,
                                                  Py_ssize_t* p_orig_length, int* p_source_is_set) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
    is_set = is_set || likely(PySet_CheckExact(iterable) || PyFrozenSet_CheckExact(iterable));
    *p_source_is_set = is_set;
    if (likely(is_set)) {
        *p_orig_length = PySet_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
    }
#else
    CYTHON_UNUSED_VAR(is_set);
    *p_source_is_set = 0;
#endif
    *p_orig_length = 0;
    return PyObject_GetIter(iterable);
}
static CYTHON_INLINE int __Pyx_set_iter_next(
        PyObject* iter_obj, Py_ssize_t orig_length,
        Py_ssize_t* ppos, PyObject **value,
        int source_is_set) {
    if (!CYTHON_COMPILING_IN_CPYTHON || PY_VERSION_HEX >= 0x030d0000 || unlikely(!source_is_set)) {
        *value = PyIter_Next(iter_obj);
        if (unlikely(!*value)) {
            return __Pyx_IterFinish();
        }
        CYTHON_UNUSED_VAR(orig_length);
        CYTHON_UNUSED_VAR(ppos);
        return 1;
    }
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
    if (unlikely(PySet_GET_SIZE(iter_obj) != orig_length)) {
        PyErr_SetString(
            PyExc_RuntimeError,
            "set changed size during iteration");
        return -1;
    }
    {
        Py_hash_t hash;
        int ret = _PySet_NextEntry(iter_obj, ppos, value, &hash);
        assert (ret != -1);
        if (likely(ret)) {
            Py_INCREF(*value);
            return 1;
        }
    }
#endif
    return 0;
}

/* UnpackItemEndCheck */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    }
    return __Pyx_IterFinish();
}

/* ErrOccurredWithGIL */
static CYTHON_INLINE int __Pyx_ErrOccurredWithGIL(void) {
  int err;
  #ifdef WITH_THREAD
  PyGILState_STATE _save = PyGILState_Ensure();
  #endif
  err = !!PyErr_Occurred();
  #ifdef WITH_THREAD
  PyGILState_Release(_save);
  #endif
  return err;
}

/* BufferIndexError */
static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

/* 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

/* 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;
}

/* 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 (dictoffset == 0)
        {
            Py_ssize_t b_dictoffset = 0;
#if CYTHON_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY
            b_dictoffset = b->tp_dictoffset;
#else
            PyObject *py_b_dictoffset = PyObject_GetAttrString((PyObject*)b, "__dictoffset__");
            if (!py_b_dictoffset) goto dictoffset_return;
            b_dictoffset = PyLong_AsSsize_t(py_b_dictoffset);
            Py_DECREF(py_b_dictoffset);
            if (b_dictoffset == -1 && PyErr_Occurred()) goto dictoffset_return;
#endif
            if (b_dictoffset) {
                {
                    __Pyx_TypeName b_name = __Pyx_PyType_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_USE_TYPE_SLOTS || CYTHON_COMPILING_IN_PYPY)
              dictoffset_return:
#endif
#if CYTHON_AVOID_BORROWED_REFS
                Py_DECREF(b0);
#endif
                return -1;
            }
        }
#if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(b0);
#endif
    }
    return 0;
}
#endif

/* PyType_Ready */
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_10
#define __PYX_HAVE_RT_ImportType_3_0_10
static PyTypeObject *__Pyx_ImportType_3_0_10(PyObject *module, const char *module_name, const char *class_name,
    size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_10 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_10 &&
            ((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_10 && (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) {
    return __Pyx_PyImport_AddModuleRef((char*) __PYX_ABI_MODULE_NAME);
}

/* 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 */
#if CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc) {
    if (__Pyx_CyFunction_Check(func)) {
        return PyCFunction_GetFunction(((__pyx_CyFunctionObject*)func)->func) == (PyCFunction) cfunc;
    } else if (PyCFunction_Check(func)) {
        return PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
    }
    return 0;
}
#else
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc) {
    return __Pyx_CyOrPyCFunction_Check(func) && __Pyx_CyOrPyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
}
#endif
static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) {
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    __Pyx_Py_XDECREF_SET(
        __Pyx_CyFunction_GetClassObj(f),
            ((classobj) ? __Pyx_NewRef(classobj) : NULL));
#else
    __Pyx_Py_XDECREF_SET(
        ((PyCMethodObject *) (f))->mm_class,
        (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL));
#endif
}
static PyObject *
__Pyx_CyFunction_get_doc(__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 ((__Pyx_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;
}

/* 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;
    }
    PyErr_Clear();
    #if __PYX_LIMITED_VERSION_HEX < 0x030780000
    {
        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;
    }
    #else
    return NULL;
    #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);
    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);
}

/* CIntFromPyVerify */
#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        func_type value = func_value;\
        if (sizeof(target_type) < sizeof(func_type)) {\
            if (unlikely(value != (func_type) (target_type) value)) {\
                func_type zero = 0;\
                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

/* Declarations */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return ::std::complex< float >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return x + y*(__pyx_t_float_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      __pyx_t_float_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

/* Arithmetic */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabsf(b.real) >= fabsf(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                float r = b.imag / b.real;
                float s = (float)(1.0) / (b.real + b.imag * r);
                return __pyx_t_float_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            float r = b.real / b.imag;
            float s = (float)(1.0) / (b.imag + b.real * r);
            return __pyx_t_float_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            float denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_float_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_float(a, a);
                    case 3:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, a);
                    case 4:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if ((b.imag == 0) && (a.real >= 0)) {
                    z.real = powf(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2f(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_float(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

/* Declarations */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return ::std::complex< double >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return x + y*(__pyx_t_double_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      __pyx_t_double_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

/* Arithmetic */
#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabs(b.real) >= fabs(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                double r = b.imag / b.real;
                double s = (double)(1.0) / (b.real + b.imag * r);
                return __pyx_t_double_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            double r = b.real / b.imag;
            double s = (double)(1.0) / (b.imag + b.real * r);
            return __pyx_t_double_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            double denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_double_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_double(a, a);
                    case 3:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, a);
                    case 4:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if ((b.imag == 0) && (a.real >= 0)) {
                    z.real = pow(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_double(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

/* 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 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 PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                ret = _PyLong_AsByteArray((PyLongObject *)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;
}

/* 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 && PY_VERSION_HEX < 0x030d0000
        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*)&PyLong_Type, "from_bytes");
        if (!from_bytes) return NULL;
        py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(long));
        if (!py_bytes) goto limited_bad;
        order_str = PyUnicode_FromString(little ? "little" : "big");
        if (!order_str) goto limited_bad;
        arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
        if (!arg_tuple) goto limited_bad;
        if (!is_unsigned) {
            kwds = PyDict_New();
            if (!kwds) goto limited_bad;
            if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(Py_True))) goto limited_bad;
        }
        result = PyObject_Call(from_bytes, arg_tuple, kwds);
        limited_bad:
        Py_XDECREF(kwds);
        Py_XDECREF(arg_tuple);
        Py_XDECREF(order_str);
        Py_XDECREF(py_bytes);
        Py_XDECREF(from_bytes);
        return result;
#endif
    }
}

/* 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 PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                ret = _PyLong_AsByteArray((PyLongObject *)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_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 && PY_VERSION_HEX < 0x030d0000
        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*)&PyLong_Type, "from_bytes");
        if (!from_bytes) return NULL;
        py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int));
        if (!py_bytes) goto limited_bad;
        order_str = PyUnicode_FromString(little ? "little" : "big");
        if (!order_str) goto limited_bad;
        arg_tuple = PyTuple_Pack(2, py_bytes, order_str);
        if (!arg_tuple) goto limited_bad;
        if (!is_unsigned) {
            kwds = PyDict_New();
            if (!kwds) goto limited_bad;
            if (PyDict_SetItemString(kwds, "signed", __Pyx_NewRef(Py_True))) goto limited_bad;
        }
        result = PyObject_Call(from_bytes, arg_tuple, kwds);
        limited_bad:
        Py_XDECREF(kwds);
        Py_XDECREF(arg_tuple);
        Py_XDECREF(order_str);
        Py_XDECREF(py_bytes);
        Py_XDECREF(from_bytes);
        return result;
#endif
    }
}

/* 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 PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                ret = _PyLong_AsByteArray((PyLongObject *)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;
}

/* 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 PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                ret = _PyLong_AsByteArray((PyLongObject *)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__97);
    }
    return name;
}
#endif

/* PyObjectCall2Args */
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
    PyObject *args[3] = {NULL, arg1, arg2};
    return __Pyx_PyObject_FastCall(function, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* PyObjectCallMethod1 */
#if !(CYTHON_VECTORCALL && __PYX_LIMITED_VERSION_HEX >= 0x030C00A2)
static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
    PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
    Py_DECREF(method);
    return result;
}
#endif
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
#if CYTHON_VECTORCALL && __PYX_LIMITED_VERSION_HEX >= 0x030C00A2
    PyObject *args[2] = {obj, arg};
    (void) __Pyx_PyObject_GetMethod;
    (void) __Pyx_PyObject_CallOneArg;
    (void) __Pyx_PyObject_Call2Args;
    return PyObject_VectorcallMethod(method_name, args, 2 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL);
#else
    PyObject *method = NULL, *result;
    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
    if (likely(is_method)) {
        result = __Pyx_PyObject_Call2Args(method, obj, arg);
        Py_DECREF(method);
        return result;
    }
    if (unlikely(!method)) return NULL;
    return __Pyx__PyObject_CallMethod1(method, arg);
#endif
}

/* CoroutineBase */
#include <frameobject.h>
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *__pyx_tstate, PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    CYTHON_UNUSED_VAR(__pyx_tstate);
    __Pyx_ErrFetch(&et, &ev, &tb);
    if (!et) {
        Py_XDECREF(tb);
        Py_XDECREF(ev);
        Py_INCREF(Py_None);
        *pvalue = Py_None;
        return 0;
    }
    if (likely(et == PyExc_StopIteration)) {
        if (!ev) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#if PY_VERSION_HEX >= 0x030300A0
        else if (likely(__Pyx_IS_TYPE(ev, (PyTypeObject*)PyExc_StopIteration))) {
            value = ((PyStopIterationObject *)ev)->value;
            Py_INCREF(value);
            Py_DECREF(ev);
        }
#endif
        else if (unlikely(PyTuple_Check(ev))) {
            if (PyTuple_GET_SIZE(ev) >= 1) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                value = PyTuple_GET_ITEM(ev, 0);
                Py_INCREF(value);
#else
                value = PySequence_ITEM(ev, 0);
#endif
            } else {
                Py_INCREF(Py_None);
                value = Py_None;
            }
            Py_DECREF(ev);
        }
        else if (!__Pyx_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration)) {
            value = ev;
        }
        if (likely(value)) {
            Py_XDECREF(tb);
            Py_DECREF(et);
            *pvalue = value;
            return 0;
        }
    } else if (!__Pyx_PyErr_GivenExceptionMatches(et, PyExc_StopIteration)) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    PyErr_NormalizeException(&et, &ev, &tb);
    if (unlikely(!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    Py_XDECREF(tb);
    Py_DECREF(et);
#if PY_VERSION_HEX >= 0x030300A0
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
    Py_DECREF(ev);
#else
    {
        PyObject* args = __Pyx_PyObject_GetAttrStr(ev, __pyx_n_s_args);
        Py_DECREF(ev);
        if (likely(args)) {
            value = PySequence_GetItem(args, 0);
            Py_DECREF(args);
        }
        if (unlikely(!value)) {
            __Pyx_ErrRestore(NULL, NULL, NULL);
            Py_INCREF(Py_None);
            value = Py_None;
        }
    }
#endif
    *pvalue = value;
    return 0;
}
static CYTHON_INLINE
void __Pyx_Coroutine_ExceptionClear(__Pyx_ExcInfoStruct *exc_state) {
#if PY_VERSION_HEX >= 0x030B00a4
    Py_CLEAR(exc_state->exc_value);
#else
    PyObject *t, *v, *tb;
    t = exc_state->exc_type;
    v = exc_state->exc_value;
    tb = exc_state->exc_traceback;
    exc_state->exc_type = NULL;
    exc_state->exc_value = NULL;
    exc_state->exc_traceback = NULL;
    Py_XDECREF(t);
    Py_XDECREF(v);
    Py_XDECREF(tb);
#endif
}
#define __Pyx_Coroutine_AlreadyRunningError(gen)  (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyRunningError(__pyx_CoroutineObject *gen) {
    const char *msg;
    CYTHON_MAYBE_UNUSED_VAR(gen);
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check((PyObject*)gen)) {
        msg = "coroutine already executing";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact((PyObject*)gen)) {
        msg = "async generator already executing";
    #endif
    } else {
        msg = "generator already executing";
    }
    PyErr_SetString(PyExc_ValueError, msg);
}
#define __Pyx_Coroutine_NotStartedError(gen)  (__Pyx__Coroutine_NotStartedError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_NotStartedError(PyObject *gen) {
    const char *msg;
    CYTHON_MAYBE_UNUSED_VAR(gen);
    if ((0)) {
    #ifdef __Pyx_Coroutine_USED
    } else if (__Pyx_Coroutine_Check(gen)) {
        msg = "can't send non-None value to a just-started coroutine";
    #endif
    #ifdef __Pyx_AsyncGen_USED
    } else if (__Pyx_AsyncGen_CheckExact(gen)) {
        msg = "can't send non-None value to a just-started async generator";
    #endif
    } else {
        msg = "can't send non-None value to a just-started generator";
    }
    PyErr_SetString(PyExc_TypeError, msg);
}
#define __Pyx_Coroutine_AlreadyTerminatedError(gen, value, closing)  (__Pyx__Coroutine_AlreadyTerminatedError(gen, value, closing), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyTerminatedError(PyObject *gen, PyObject *value, int closing) {
    CYTHON_MAYBE_UNUSED_VAR(gen);
    CYTHON_MAYBE_UNUSED_VAR(closing);
    #ifdef __Pyx_Coroutine_USED
    if (!closing && __Pyx_Coroutine_Check(gen)) {
        PyErr_SetString(PyExc_RuntimeError, "cannot reuse already awaited coroutine");
    } else
    #endif
    if (value) {
        #ifdef __Pyx_AsyncGen_USED
        if (__Pyx_AsyncGen_CheckExact(gen))
            PyErr_SetNone(__Pyx_PyExc_StopAsyncIteration);
        else
        #endif
        PyErr_SetNone(PyExc_StopIteration);
    }
}
static
PyObject *__Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value, int closing) {
    __Pyx_PyThreadState_declare
    PyThreadState *tstate;
    __Pyx_ExcInfoStruct *exc_state;
    PyObject *retval;
    assert(!self->is_running);
    if (unlikely(self->resume_label == 0)) {
        if (unlikely(value && value != Py_None)) {
            return __Pyx_Coroutine_NotStartedError((PyObject*)self);
        }
    }
    if (unlikely(self->resume_label == -1)) {
        return __Pyx_Coroutine_AlreadyTerminatedError((PyObject*)self, value, closing);
    }
#if CYTHON_FAST_THREAD_STATE
    __Pyx_PyThreadState_assign
    tstate = __pyx_tstate;
#else
    tstate = __Pyx_PyThreadState_Current;
#endif
    exc_state = &self->gi_exc_state;
    if (exc_state->exc_value) {
        #if CYTHON_COMPILING_IN_PYPY
        #else
        PyObject *exc_tb;
        #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON
        exc_tb = PyException_GetTraceback(exc_state->exc_value);
        #elif PY_VERSION_HEX >= 0x030B00a4
        exc_tb = ((PyBaseExceptionObject*) exc_state->exc_value)->traceback;
        #else
        exc_tb = exc_state->exc_traceback;
        #endif
        if (exc_tb) {
            PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
            PyFrameObject *f = tb->tb_frame;
            assert(f->f_back == NULL);
            #if PY_VERSION_HEX >= 0x030B00A1
            f->f_back = PyThreadState_GetFrame(tstate);
            #else
            Py_XINCREF(tstate->frame);
            f->f_back = tstate->frame;
            #endif
            #if PY_VERSION_HEX >= 0x030B00a4 && !CYTHON_COMPILING_IN_CPYTHON
            Py_DECREF(exc_tb);
            #endif
        }
        #endif
    }
#if CYTHON_USE_EXC_INFO_STACK
    exc_state->previous_item = tstate->exc_info;
    tstate->exc_info = exc_state;
#else
    if (exc_state->exc_type) {
        __Pyx_ExceptionSwap(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    } else {
        __Pyx_Coroutine_ExceptionClear(exc_state);
        __Pyx_ExceptionSave(&exc_state->exc_type, &exc_state->exc_value, &exc_state->exc_traceback);
    }
#endif
    self->is_running = 1;
    retval = self->body(self, tstate, value);
    self->is_running = 0;
#if CYTHON_USE_EXC_INFO_STACK
    exc_state = &self->gi_exc_state;
    tstate->exc_info = exc_state->previous_item;
    exc_state->previous_item = NULL;
    __Pyx_Coroutine_ResetFrameBackpointer(exc_state);
#endif
    return retval;
}
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state) {
#if CYTHON_COMPILING_IN_PYPY
    CYTHON_UNUSED_VAR(exc_state);
#else
    PyObject *exc_tb;
    #if PY_VERSION_HEX >= 0x030B00a4
    if (!exc_state->exc_value) return;
    exc_tb = PyException_GetTraceback(exc_state->exc_value);
    #else
    exc_tb = exc_state->exc_traceback;
    #endif
    if (likely(exc_tb)) {
        PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
        PyFrameObject *f = tb->tb_frame;
        Py_CLEAR(f->f_back);
        #if PY_VERSION_HEX >= 0x030B00a4
        Py_DECREF(exc_tb);
        #endif
    }
#endif
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_MethodReturn(PyObject* gen, PyObject *retval) {
    CYTHON_MAYBE_UNUSED_VAR(gen);
    if (unlikely(!retval)) {
        __Pyx_PyThreadState_declare
        __Pyx_PyThreadState_assign
        if (!__Pyx_PyErr_Occurred()) {
            PyObject *exc = PyExc_StopIteration;
            #ifdef __Pyx_AsyncGen_USED
            if (__Pyx_AsyncGen_CheckExact(gen))
                exc = __Pyx_PyExc_StopAsyncIteration;
            #endif
            __Pyx_PyErr_SetNone(exc);
        }
    }
    return retval;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
static CYTHON_INLINE
PyObject *__Pyx_PyGen_Send(PyGenObject *gen, PyObject *arg) {
#if PY_VERSION_HEX <= 0x030A00A1
    return _PyGen_Send(gen, arg);
#else
    PyObject *result;
    if (PyIter_Send((PyObject*)gen, arg ? arg : Py_None, &result) == PYGEN_RETURN) {
        if (PyAsyncGen_CheckExact(gen)) {
            assert(result == Py_None);
            PyErr_SetNone(PyExc_StopAsyncIteration);
        }
        else if (result == Py_None) {
            PyErr_SetNone(PyExc_StopIteration);
        }
        else {
#if PY_VERSION_HEX < 0x030d00A1
            _PyGen_SetStopIterationValue(result);
#else
            if (!PyTuple_Check(result) && !PyExceptionInstance_Check(result)) {
                PyErr_SetObject(PyExc_StopIteration, result);
            } else {
                PyObject *exc = __Pyx_PyObject_CallOneArg(PyExc_StopIteration, result);
                if (likely(exc != NULL)) {
                    PyErr_SetObject(PyExc_StopIteration, exc);
                    Py_DECREF(exc);
                }
            }
#endif
        }
        Py_DECREF(result);
        result = NULL;
    }
    return result;
#endif
}
#endif
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen) {
    PyObject *ret;
    PyObject *val = NULL;
    __Pyx_Coroutine_Undelegate(gen);
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, &val);
    ret = __Pyx_Coroutine_SendEx(gen, val, 0);
    Py_XDECREF(val);
    return ret;
}
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) {
    PyObject *retval;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_AsyncGen_USED
        if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
            ret = __Pyx_async_gen_asend_send(yf, value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03050000 && defined(PyCoro_CheckExact) && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyCoro_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, value == Py_None ? NULL : value);
        } else
        #endif
        {
            if (value == Py_None)
                ret = __Pyx_PyObject_GetIterNextFunc(yf)(yf);
            else
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value);
        }
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        retval = __Pyx_Coroutine_FinishDelegation(gen);
    } else {
        retval = __Pyx_Coroutine_SendEx(gen, value, 0);
    }
    return __Pyx_Coroutine_MethodReturn(self, retval);
}
static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) {
    PyObject *retval = NULL;
    int err = 0;
    #ifdef __Pyx_Generator_USED
    if (__Pyx_Generator_CheckExact(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_Check(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    if (__Pyx_CoroutineAwait_CheckExact(yf)) {
        retval = __Pyx_CoroutineAwait_Close((__pyx_CoroutineAwaitObject*)yf, NULL);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_AsyncGen_USED
    if (__pyx_PyAsyncGenASend_CheckExact(yf)) {
        retval = __Pyx_async_gen_asend_close(yf, NULL);
    } else
    if (__pyx_PyAsyncGenAThrow_CheckExact(yf)) {
        retval = __Pyx_async_gen_athrow_close(yf, NULL);
    } else
    #endif
    {
        PyObject *meth;
        gen->is_running = 1;
        meth = __Pyx_PyObject_GetAttrStrNoError(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (unlikely(PyErr_Occurred())) {
                PyErr_WriteUnraisable(yf);
            }
        } else {
            retval = __Pyx_PyObject_CallNoArg(meth);
            Py_DECREF(meth);
            if (unlikely(!retval))
                err = -1;
        }
        gen->is_running = 0;
    }
    Py_XDECREF(retval);
    return err;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Next(yf);
        } else
        #endif
        #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03030000 && (defined(__linux__) || PY_VERSION_HEX >= 0x030600B3)
        if (PyGen_CheckExact(yf)) {
            ret = __Pyx_PyGen_Send((PyGenObject*)yf, NULL);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_Check(yf)) {
            ret = __Pyx_Coroutine_Send(yf, Py_None);
        } else
        #endif
            ret = __Pyx_PyObject_GetIterNextFunc(yf)(yf);
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Coroutine_FinishDelegation(gen);
    }
    return __Pyx_Coroutine_SendEx(gen, Py_None, 0);
}
static PyObject *__Pyx_Coroutine_Close_Method(PyObject *self, PyObject *arg) {
    CYTHON_UNUSED_VAR(arg);
    return __Pyx_Coroutine_Close(self);
}
static PyObject *__Pyx_Coroutine_Close(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *retval, *raised_exception;
    PyObject *yf = gen->yieldfrom;
    int err = 0;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        Py_INCREF(yf);
        err = __Pyx_Coroutine_CloseIter(gen, yf);
        __Pyx_Coroutine_Undelegate(gen);
        Py_DECREF(yf);
    }
    if (err == 0)
        PyErr_SetNone(PyExc_GeneratorExit);
    retval = __Pyx_Coroutine_SendEx(gen, NULL, 1);
    if (unlikely(retval)) {
        const char *msg;
        Py_DECREF(retval);
        if ((0)) {
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_Coroutine_Check(self)) {
            msg = "coroutine ignored GeneratorExit";
        #endif
        #ifdef __Pyx_AsyncGen_USED
        } else if (__Pyx_AsyncGen_CheckExact(self)) {
#if PY_VERSION_HEX < 0x03060000
            msg = "async generator ignored GeneratorExit - might require Python 3.6+ finalisation (PEP 525)";
#else
            msg = "async generator ignored GeneratorExit";
#endif
        #endif
        } else {
            msg = "generator ignored GeneratorExit";
        }
        PyErr_SetString(PyExc_RuntimeError, msg);
        return NULL;
    }
    raised_exception = PyErr_Occurred();
    if (likely(!raised_exception || __Pyx_PyErr_GivenExceptionMatches2(raised_exception, PyExc_GeneratorExit, PyExc_StopIteration))) {
        if (raised_exception) PyErr_Clear();
        Py_INCREF(Py_None);
        return Py_None;
    }
    return NULL;
}
static PyObject *__Pyx__Coroutine_Throw(PyObject *self, PyObject *typ, PyObject *val, PyObject *tb,
                                        PyObject *args, int close_on_genexit) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(gen->is_running))
        return __Pyx_Coroutine_AlreadyRunningError(gen);
    if (yf) {
        PyObject *ret;
        Py_INCREF(yf);
        if (__Pyx_PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit) && close_on_genexit) {
            int err = __Pyx_Coroutine_CloseIter(gen, yf);
            Py_DECREF(yf);
            __Pyx_Coroutine_Undelegate(gen);
            if (err < 0)
                return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
            goto throw_here;
        }
        gen->is_running = 1;
        if (0
        #ifdef __Pyx_Generator_USED
            || __Pyx_Generator_CheckExact(yf)
        #endif
        #ifdef __Pyx_Coroutine_USED
            || __Pyx_Coroutine_Check(yf)
        #endif
            ) {
            ret = __Pyx__Coroutine_Throw(yf, typ, val, tb, args, close_on_genexit);
        #ifdef __Pyx_Coroutine_USED
        } else if (__Pyx_CoroutineAwait_CheckExact(yf)) {
            ret = __Pyx__Coroutine_Throw(((__pyx_CoroutineAwaitObject*)yf)->coroutine, typ, val, tb, args, close_on_genexit);
        #endif
        } else {
            PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (unlikely(PyErr_Occurred())) {
                    gen->is_running = 0;
                    return NULL;
                }
                __Pyx_Coroutine_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            if (likely(args)) {
                ret = __Pyx_PyObject_Call(meth, args, NULL);
            } else {
                PyObject *cargs[4] = {NULL, typ, val, tb};
                ret = __Pyx_PyObject_FastCall(meth, cargs+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
            }
            Py_DECREF(meth);
        }
        gen->is_running = 0;
        Py_DECREF(yf);
        if (!ret) {
            ret = __Pyx_Coroutine_FinishDelegation(gen);
        }
        return __Pyx_Coroutine_MethodReturn(self, ret);
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
    return __Pyx_Coroutine_MethodReturn(self, __Pyx_Coroutine_SendEx(gen, NULL, 0));
}
static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) {
    PyObject *typ;
    PyObject *val = NULL;
    PyObject *tb = NULL;
    if (unlikely(!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)))
        return NULL;
    return __Pyx__Coroutine_Throw(self, typ, val, tb, args, 1);
}
static CYTHON_INLINE int __Pyx_Coroutine_traverse_excstate(__Pyx_ExcInfoStruct *exc_state, visitproc visit, void *arg) {
#if PY_VERSION_HEX >= 0x030B00a4
    Py_VISIT(exc_state->exc_value);
#else
    Py_VISIT(exc_state->exc_type);
    Py_VISIT(exc_state->exc_value);
    Py_VISIT(exc_state->exc_traceback);
#endif
    return 0;
}
static int __Pyx_Coroutine_traverse(__pyx_CoroutineObject *gen, visitproc visit, void *arg) {
    Py_VISIT(gen->closure);
    Py_VISIT(gen->classobj);
    Py_VISIT(gen->yieldfrom);
    return __Pyx_Coroutine_traverse_excstate(&gen->gi_exc_state, visit, arg);
}
static int __Pyx_Coroutine_clear(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    Py_CLEAR(gen->closure);
    Py_CLEAR(gen->classobj);
    Py_CLEAR(gen->yieldfrom);
    __Pyx_Coroutine_ExceptionClear(&gen->gi_exc_state);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        Py_CLEAR(((__pyx_PyAsyncGenObject*)gen)->ag_finalizer);
    }
#endif
    Py_CLEAR(gen->gi_code);
    Py_CLEAR(gen->gi_frame);
    Py_CLEAR(gen->gi_name);
    Py_CLEAR(gen->gi_qualname);
    Py_CLEAR(gen->gi_modulename);
    return 0;
}
static void __Pyx_Coroutine_dealloc(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject_GC_UnTrack(gen);
    if (gen->gi_weakreflist != NULL)
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label >= 0) {
        PyObject_GC_Track(self);
#if PY_VERSION_HEX >= 0x030400a1 && CYTHON_USE_TP_FINALIZE
        if (unlikely(PyObject_CallFinalizerFromDealloc(self)))
#else
        Py_TYPE(gen)->tp_del(self);
        if (unlikely(Py_REFCNT(self) > 0))
#endif
        {
            return;
        }
        PyObject_GC_UnTrack(self);
    }
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        /* We have to handle this case for asynchronous generators
           right here, because this code has to be between UNTRACK
           and GC_Del. */
        Py_CLEAR(((__pyx_PyAsyncGenObject*)self)->ag_finalizer);
    }
#endif
    __Pyx_Coroutine_clear(self);
    __Pyx_PyHeapTypeObject_GC_Del(gen);
}
static void __Pyx_Coroutine_del(PyObject *self) {
    PyObject *error_type, *error_value, *error_traceback;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    __Pyx_PyThreadState_declare
    if (gen->resume_label < 0) {
        return;
    }
#if !CYTHON_USE_TP_FINALIZE
    assert(self->ob_refcnt == 0);
    __Pyx_SET_REFCNT(self, 1);
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
#ifdef __Pyx_AsyncGen_USED
    if (__Pyx_AsyncGen_CheckExact(self)) {
        __pyx_PyAsyncGenObject *agen = (__pyx_PyAsyncGenObject*)self;
        PyObject *finalizer = agen->ag_finalizer;
        if (finalizer && !agen->ag_closed) {
            PyObject *res = __Pyx_PyObject_CallOneArg(finalizer, self);
            if (unlikely(!res)) {
                PyErr_WriteUnraisable(self);
            } else {
                Py_DECREF(res);
            }
            __Pyx_ErrRestore(error_type, error_value, error_traceback);
            return;
        }
    }
#endif
    if (unlikely(gen->resume_label == 0 && !error_value)) {
#ifdef __Pyx_Coroutine_USED
#ifdef __Pyx_Generator_USED
    if (!__Pyx_Generator_CheckExact(self))
#endif
        {
        PyObject_GC_UnTrack(self);
#if PY_MAJOR_VERSION >= 3  || defined(PyErr_WarnFormat)
        if (unlikely(PyErr_WarnFormat(PyExc_RuntimeWarning, 1, "coroutine '%.50S' was never awaited", gen->gi_qualname) < 0))
            PyErr_WriteUnraisable(self);
#else
        {PyObject *msg;
        char *cmsg;
        #if CYTHON_COMPILING_IN_PYPY
        msg = NULL;
        cmsg = (char*) "coroutine was never awaited";
        #else
        char *cname;
        PyObject *qualname;
        qualname = gen->gi_qualname;
        cname = PyString_AS_STRING(qualname);
        msg = PyString_FromFormat("coroutine '%.50s' was never awaited", cname);
        if (unlikely(!msg)) {
            PyErr_Clear();
            cmsg = (char*) "coroutine was never awaited";
        } else {
            cmsg = PyString_AS_STRING(msg);
        }
        #endif
        if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, cmsg, 1) < 0))
            PyErr_WriteUnraisable(self);
        Py_XDECREF(msg);}
#endif
        PyObject_GC_Track(self);
        }
#endif
    } else {
        PyObject *res = __Pyx_Coroutine_Close(self);
        if (unlikely(!res)) {
            if (PyErr_Occurred())
                PyErr_WriteUnraisable(self);
        } else {
            Py_DECREF(res);
        }
    }
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
#if !CYTHON_USE_TP_FINALIZE
    assert(Py_REFCNT(self) > 0);
    if (likely(--self->ob_refcnt == 0)) {
        return;
    }
    {
        Py_ssize_t refcnt = Py_REFCNT(self);
        _Py_NewReference(self);
        __Pyx_SET_REFCNT(self, refcnt);
    }
#if CYTHON_COMPILING_IN_CPYTHON
    assert(PyType_IS_GC(Py_TYPE(self)) &&
           _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
    _Py_DEC_REFTOTAL;
#endif
#ifdef COUNT_ALLOCS
    --Py_TYPE(self)->tp_frees;
    --Py_TYPE(self)->tp_allocs;
#endif
#endif
}
static PyObject *
__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self, void *context)
{
    PyObject *name = self->gi_name;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
#if 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(self->gi_name, value);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, void *context)
{
    PyObject *name = self->gi_qualname;
    CYTHON_UNUSED_VAR(context);
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
#if 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(self->gi_qualname, value);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, void *context)
{
    PyObject *frame = self->gi_frame;
    CYTHON_UNUSED_VAR(context);
    if (!frame) {
        if (unlikely(!self->gi_code)) {
            Py_RETURN_NONE;
        }
        frame = (PyObject *) PyFrame_New(
            PyThreadState_Get(),            /*PyThreadState *tstate,*/
            (PyCodeObject*) self->gi_code,  /*PyCodeObject *code,*/
            __pyx_d,                 /*PyObject *globals,*/
            0                               /*PyObject *locals*/
        );
        if (unlikely(!frame))
            return NULL;
        self->gi_frame = frame;
    }
    Py_INCREF(frame);
    return frame;
}
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
            PyTypeObject* type, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    __pyx_CoroutineObject *gen = PyObject_GC_New(__pyx_CoroutineObject, type);
    if (unlikely(!gen))
        return NULL;
    return __Pyx__Coroutine_NewInit(gen, body, code, closure, name, qualname, module_name);
}
static __pyx_CoroutineObject *__Pyx__Coroutine_NewInit(
            __pyx_CoroutineObject *gen, __pyx_coroutine_body_t body, PyObject *code, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    gen->body = body;
    gen->closure = closure;
    Py_XINCREF(closure);
    gen->is_running = 0;
    gen->resume_label = 0;
    gen->classobj = NULL;
    gen->yieldfrom = NULL;
    #if PY_VERSION_HEX >= 0x030B00a4
    gen->gi_exc_state.exc_value = NULL;
    #else
    gen->gi_exc_state.exc_type = NULL;
    gen->gi_exc_state.exc_value = NULL;
    gen->gi_exc_state.exc_traceback = NULL;
    #endif
#if CYTHON_USE_EXC_INFO_STACK
    gen->gi_exc_state.previous_item = NULL;
#endif
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    Py_XINCREF(module_name);
    gen->gi_modulename = module_name;
    Py_XINCREF(code);
    gen->gi_code = code;
    gen->gi_frame = NULL;
    PyObject_GC_Track(gen);
    return gen;
}

/* PatchModuleWithCoroutine */
static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    int result;
    PyObject *globals, *result_obj;
    globals = PyDict_New();  if (unlikely(!globals)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_coroutine_type",
    #ifdef __Pyx_Coroutine_USED
        (PyObject*)__pyx_CoroutineType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_generator_type",
    #ifdef __Pyx_Generator_USED
        (PyObject*)__pyx_GeneratorType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "_module", module) < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "__builtins__", __pyx_b) < 0)) goto ignore;
    result_obj = PyRun_String(py_code, Py_file_input, globals, globals);
    if (unlikely(!result_obj)) goto ignore;
    Py_DECREF(result_obj);
    Py_DECREF(globals);
    return module;
ignore:
    Py_XDECREF(globals);
    PyErr_WriteUnraisable(module);
    if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, "Cython module failed to patch module with custom type", 1) < 0)) {
        Py_DECREF(module);
        module = NULL;
    }
#else
    py_code++;
#endif
    return module;
}

/* PatchGeneratorABC */
#ifndef CYTHON_REGISTER_ABCS
#define CYTHON_REGISTER_ABCS 1
#endif
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
static PyObject* __Pyx_patch_abc_module(PyObject *module);
static PyObject* __Pyx_patch_abc_module(PyObject *module) {
    module = __Pyx_Coroutine_patch_module(
        module, ""
"if _cython_generator_type is not None:\n"
"    try: Generator = _module.Generator\n"
"    except AttributeError: pass\n"
"    else: Generator.register(_cython_generator_type)\n"
"if _cython_coroutine_type is not None:\n"
"    try: Coroutine = _module.Coroutine\n"
"    except AttributeError: pass\n"
"    else: Coroutine.register(_cython_coroutine_type)\n"
    );
    return module;
}
#endif
static int __Pyx_patch_abc(void) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    static int abc_patched = 0;
    if (CYTHON_REGISTER_ABCS && !abc_patched) {
        PyObject *module;
        module = PyImport_ImportModule((PY_MAJOR_VERSION >= 3) ? "collections.abc" : "collections");
        if (unlikely(!module)) {
            PyErr_WriteUnraisable(NULL);
            if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning,
                    ((PY_MAJOR_VERSION >= 3) ?
                        "Cython module failed to register with collections.abc module" :
                        "Cython module failed to register with collections module"), 1) < 0)) {
                return -1;
            }
        } else {
            module = __Pyx_patch_abc_module(module);
            abc_patched = 1;
            if (unlikely(!module))
                return -1;
            Py_DECREF(module);
        }
        module = PyImport_ImportModule("backports_abc");
        if (module) {
            module = __Pyx_patch_abc_module(module);
            Py_XDECREF(module);
        }
        if (!module) {
            PyErr_Clear();
        }
    }
#else
    if ((0)) __Pyx_Coroutine_patch_module(NULL, NULL);
#endif
    return 0;
}

/* Generator */
static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O,
     (char*) PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")},
    {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS,
     (char*) PyDoc_STR("throw(typ[,val[,tb]]) -> raise exception in generator,\nreturn next yielded value or raise StopIteration.")},
    {"close", (PyCFunction) __Pyx_Coroutine_Close_Method, METH_NOARGS,
     (char*) PyDoc_STR("close() -> raise GeneratorExit inside generator.")},
    {0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {(char *) "gi_running", T_BOOL, offsetof(__pyx_CoroutineObject, is_running), READONLY, NULL},
    {(char*) "gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY,
     (char*) PyDoc_STR("object being iterated by 'yield from', or None")},
    {(char*) "gi_code", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_code), READONLY, NULL},
    {(char *) "__module__", T_OBJECT, offsetof(__pyx_CoroutineObject, gi_modulename), 0, 0},
#if CYTHON_USE_TYPE_SPECS
    {(char *) "__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CoroutineObject, gi_weakreflist), READONLY, 0},
#endif
    {0, 0, 0, 0, 0}
};
static PyGetSetDef __pyx_Generator_getsets[] = {
    {(char *) "__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name,
     (char*) PyDoc_STR("name of the generator"), 0},
    {(char *) "__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname,
     (char*) PyDoc_STR("qualified name of the generator"), 0},
    {(char *) "gi_frame", (getter)__Pyx_Coroutine_get_frame, NULL,
     (char*) PyDoc_STR("Frame of the generator"), 0},
    {0, 0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_GeneratorType_slots[] = {
    {Py_tp_dealloc, (void *)__Pyx_Coroutine_dealloc},
    {Py_tp_traverse, (void *)__Pyx_Coroutine_traverse},
    {Py_tp_iter, (void *)PyObject_SelfIter},
    {Py_tp_iternext, (void *)__Pyx_Generator_Next},
    {Py_tp_methods, (void *)__pyx_Generator_methods},
    {Py_tp_members, (void *)__pyx_Generator_memberlist},
    {Py_tp_getset, (void *)__pyx_Generator_getsets},
    {Py_tp_getattro, (void *) __Pyx_PyObject_GenericGetAttrNoDict},
#if CYTHON_USE_TP_FINALIZE
    {Py_tp_finalize, (void *)__Pyx_Coroutine_del},
#endif
    {0, 0},
};
static PyType_Spec __pyx_GeneratorType_spec = {
    __PYX_TYPE_MODULE_PREFIX "generator",
    sizeof(__pyx_CoroutineObject),
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    __pyx_GeneratorType_slots
};
#else
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    __PYX_TYPE_MODULE_PREFIX "generator",
    sizeof(__pyx_CoroutineObject),
    0,
    (destructor) __Pyx_Coroutine_dealloc,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    0,
    (traverseproc) __Pyx_Coroutine_traverse,
    0,
    0,
    offsetof(__pyx_CoroutineObject, gi_weakreflist),
    0,
    (iternextfunc) __Pyx_Generator_Next,
    __pyx_Generator_methods,
    __pyx_Generator_memberlist,
    __pyx_Generator_getsets,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if CYTHON_USE_TP_FINALIZE
    0,
#else
    __Pyx_Coroutine_del,
#endif
    0,
#if CYTHON_USE_TP_FINALIZE
    __Pyx_Coroutine_del,
#elif PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)
    0,
#endif
#if __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_Generator_init(PyObject *module) {
#if CYTHON_USE_TYPE_SPECS
    __pyx_GeneratorType = __Pyx_FetchCommonTypeFromSpec(module, &__pyx_GeneratorType_spec, NULL);
#else
    CYTHON_UNUSED_VAR(module);
    __pyx_GeneratorType_type.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
#endif
    if (unlikely(!__pyx_GeneratorType)) {
        return -1;
    }
    return 0;
}

/* CheckBinaryVersion */
static unsigned long __Pyx_get_runtime_version(void) {
#if __PYX_LIMITED_VERSION_HEX >= 0x030B00A4
    return Py_Version & ~0xFFUL;
#else
    const char* rt_version = Py_GetVersion();
    unsigned long version = 0;
    unsigned long factor = 0x01000000UL;
    unsigned int digit = 0;
    int i = 0;
    while (factor) {
        while ('0' <= rt_version[i] && rt_version[i] <= '9') {
            digit = digit * 10 + (unsigned int) (rt_version[i] - '0');
            ++i;
        }
        version += factor * digit;
        if (rt_version[i] != '.')
            break;
        digit = 0;
        factor >>= 8;
        ++i;
    }
    return version;
#endif
}
static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer) {
    const unsigned long MAJOR_MINOR = 0xFFFF0000UL;
    if ((rt_version & MAJOR_MINOR) == (ct_version & MAJOR_MINOR))
        return 0;
    if (likely(allow_newer && (rt_version & MAJOR_MINOR) > (ct_version & MAJOR_MINOR)))
        return 1;
    {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compile time Python version %d.%d "
                      "of module '%.100s' "
                      "%s "
                      "runtime version %d.%d",
                       (int) (ct_version >> 24), (int) ((ct_version >> 16) & 0xFF),
                       __Pyx_MODULE_NAME,
                       (allow_newer) ? "was newer than" : "does not match",
                       (int) (rt_version >> 24), (int) ((rt_version >> 16) & 0xFF)
       );
        return PyErr_WarnEx(NULL, message, 1);
    }
}

/* PyObjectSetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_setattro))
        return tp->tp_setattro(obj, attr_name, value);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_setattr))
        return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
#endif
    return PyObject_SetAttr(obj, attr_name, value);
}
#endif

/* VoidPtrExport */
static int __Pyx_ExportVoidPtr(PyObject *name, void *p, const char *sig) {
    PyObject *d;
    PyObject *cobj = 0;
    d = PyDict_GetItem(__pyx_d, __pyx_n_s_pyx_capi);
    Py_XINCREF(d);
    if (!d) {
        d = PyDict_New();
        if (!d)
            goto bad;
        if (__Pyx_PyObject_SetAttrStr(__pyx_m, __pyx_n_s_pyx_capi, d) < 0)
            goto bad;
    }
    cobj = PyCapsule_New(p, sig, 0);
    if (!cobj)
        goto bad;
    if (PyDict_SetItem(d, name, cobj) < 0)
        goto bad;
    Py_DECREF(cobj);
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(cobj);
    Py_XDECREF(d);
    return -1;
}

/* VoidPtrImport */
#ifndef __PYX_HAVE_RT_ImportVoidPtr_3_0_10
#define __PYX_HAVE_RT_ImportVoidPtr_3_0_10
static int __Pyx_ImportVoidPtr_3_0_10(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

/* 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;
}

#include <string.h>
static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) {
    size_t len = strlen(s);
    if (unlikely(len > (size_t) PY_SSIZE_T_MAX)) {
        PyErr_SetString(PyExc_OverflowError, "byte string is too long");
        return -1;
    }
    return (Py_ssize_t) len;
}
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return __Pyx_PyUnicode_FromStringAndSize(c_str, len);
}
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return PyByteArray_FromStringAndSize(c_str, len);
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_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 */
