/* Generated by Cython 0.29.32 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "depends": [
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/core/include/numpy/arrayobject.h",
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/core/include/numpy/arrayscalars.h",
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/core/include/numpy/ndarrayobject.h",
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/core/include/numpy/ndarraytypes.h",
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/core/include/numpy/ufuncobject.h"
        ],
        "include_dirs": [
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/brainpy/_c",
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/ms_peak_picker/_c",
            "/Users/runner/hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/core/include"
        ],
        "name": "ms_deisotope._c.scoring",
        "sources": [
            "src/ms_deisotope/_c/scoring.pyx"
        ]
    },
    "module_name": "ms_deisotope._c.scoring"
}
END: Cython Metadata */

#ifndef PY_SSIZE_T_CLEAN
#define PY_SSIZE_T_CLEAN
#endif /* PY_SSIZE_T_CLEAN */
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
    #error Cython requires Python 2.6+ or Python 3.3+.
#else
#define CYTHON_ABI "0_29_32"
#define CYTHON_HEX_VERSION 0x001D20F0
#define CYTHON_FUTURE_DIVISION 0
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#define __PYX_COMMA ,
#ifndef HAVE_LONG_LONG
  #if PY_VERSION_HEX >= 0x02070000
    #define HAVE_LONG_LONG
  #endif
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
  #define CYTHON_COMPILING_IN_PYPY 1
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #if PY_VERSION_HEX < 0x03050000
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #undef CYTHON_AVOID_BORROWED_REFS
  #define CYTHON_AVOID_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC (PYPY_VERSION_HEX >= 0x07030900)
  #endif
#elif defined(PYSTON_VERSION)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_NOGIL 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #undef CYTHON_USE_ASYNC_SLOTS
  #define CYTHON_USE_ASYNC_SLOTS 0
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
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  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
  #endif
#elif defined(PY_NOGIL)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_NOGIL 1
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
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  #undef CYTHON_USE_PYTYPE_LOOKUP
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  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
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  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 1
  #endif
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
  #define CYTHON_COMPILING_IN_NOGIL 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYTYPE_LOOKUP
    #define CYTHON_USE_PYTYPE_LOOKUP 0
  #elif !defined(CYTHON_USE_PYTYPE_LOOKUP)
    #define CYTHON_USE_PYTYPE_LOOKUP 1
  #endif
  #if PY_MAJOR_VERSION < 3
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYLONG_INTERNALS
    #define CYTHON_USE_PYLONG_INTERNALS 0
  #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
    #define CYTHON_USE_PYLONG_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_PYLIST_INTERNALS
    #define CYTHON_USE_PYLIST_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
    #undef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #elif !defined(CYTHON_USE_UNICODE_WRITER)
    #define CYTHON_USE_UNICODE_WRITER 1
  #endif
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
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  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #if PY_VERSION_HEX >= 0x030B00A4
    #undef CYTHON_FAST_THREAD_STATE
    #define CYTHON_FAST_THREAD_STATE 0
  #elif !defined(CYTHON_FAST_THREAD_STATE)
    #define CYTHON_FAST_THREAD_STATE 1
  #endif
  #ifndef CYTHON_FAST_PYCALL
    #define CYTHON_FAST_PYCALL (PY_VERSION_HEX < 0x030A0000)
  #endif
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
  #endif
  #ifndef CYTHON_USE_DICT_VERSIONS
    #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
  #endif
  #if PY_VERSION_HEX >= 0x030B00A4
    #undef CYTHON_USE_EXC_INFO_STACK
    #define CYTHON_USE_EXC_INFO_STACK 0
  #elif !defined(CYTHON_USE_EXC_INFO_STACK)
    #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
  #endif
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
  #endif
#endif
#if !defined(CYTHON_FAST_PYCCALL)
#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
#endif
#if CYTHON_USE_PYLONG_INTERNALS
  #if PY_MAJOR_VERSION < 3
    #include "longintrepr.h"
  #endif
  #undef SHIFT
  #undef BASE
  #undef MASK
  #ifdef SIZEOF_VOID_P
    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
  #endif
#endif
#ifndef __has_attribute
  #define __has_attribute(x) 0
#endif
#ifndef __has_cpp_attribute
  #define __has_cpp_attribute(x) 0
#endif
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
  #else
    #define CYTHON_RESTRICT
  #endif
#endif
#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif
#ifndef CYTHON_MAYBE_UNUSED_VAR
#  if defined(__cplusplus)
     template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
#  else
#    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
#  endif
#endif
#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
           typedef unsigned char     uint8_t;
           typedef unsigned int      uint32_t;
        #else
           typedef unsigned __int8   uint8_t;
           typedef unsigned __int32  uint32_t;
        #endif
    #endif
#else
   #include <stdint.h>
#endif
#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus) && __cplusplus >= 201103L
    #if __has_cpp_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH [[fallthrough]]
    #elif __has_cpp_attribute(clang::fallthrough)
      #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
    #elif __has_cpp_attribute(gnu::fallthrough)
      #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
    #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

#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

#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
  #define Py_OptimizeFlag 0
#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_PyCode_New(a, 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)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_DefaultClassType PyType_Type
#if PY_VERSION_HEX >= 0x030B00A1
    static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, 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 *kwds=NULL, *argcount=NULL, *posonlyargcount=NULL, *kwonlyargcount=NULL;
        PyObject *nlocals=NULL, *stacksize=NULL, *flags=NULL, *replace=NULL, *call_result=NULL, *empty=NULL;
        const char *fn_cstr=NULL;
        const char *name_cstr=NULL;
        PyCodeObject* co=NULL;
        PyObject *type, *value, *traceback;
        PyErr_Fetch(&type, &value, &traceback);
        if (!(kwds=PyDict_New())) goto end;
        if (!(argcount=PyLong_FromLong(a))) goto end;
        if (PyDict_SetItemString(kwds, "co_argcount", argcount) != 0) goto end;
        if (!(posonlyargcount=PyLong_FromLong(0))) goto end;
        if (PyDict_SetItemString(kwds, "co_posonlyargcount", posonlyargcount) != 0) goto end;
        if (!(kwonlyargcount=PyLong_FromLong(k))) goto end;
        if (PyDict_SetItemString(kwds, "co_kwonlyargcount", kwonlyargcount) != 0) goto end;
        if (!(nlocals=PyLong_FromLong(l))) goto end;
        if (PyDict_SetItemString(kwds, "co_nlocals", nlocals) != 0) goto end;
        if (!(stacksize=PyLong_FromLong(s))) goto end;
        if (PyDict_SetItemString(kwds, "co_stacksize", stacksize) != 0) goto end;
        if (!(flags=PyLong_FromLong(f))) goto end;
        if (PyDict_SetItemString(kwds, "co_flags", flags) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_code", code) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_consts", c) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_names", n) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_varnames", v) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_freevars", fv) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_cellvars", cell) != 0) goto end;
        if (PyDict_SetItemString(kwds, "co_linetable", lnos) != 0) goto end;
        if (!(fn_cstr=PyUnicode_AsUTF8AndSize(fn, NULL))) goto end;
        if (!(name_cstr=PyUnicode_AsUTF8AndSize(name, NULL))) goto end;
        if (!(co = PyCode_NewEmpty(fn_cstr, name_cstr, fline))) goto end;
        if (!(replace = PyObject_GetAttrString((PyObject*)co, "replace"))) goto cleanup_code_too;
        if (!(empty = PyTuple_New(0))) goto cleanup_code_too; // unfortunately __pyx_empty_tuple isn't available here
        if (!(call_result = PyObject_Call(replace, empty, kwds))) goto cleanup_code_too;
        Py_XDECREF((PyObject*)co);
        co = (PyCodeObject*)call_result;
        call_result = NULL;
        if (0) {
            cleanup_code_too:
            Py_XDECREF((PyObject*)co);
            co = NULL;
        }
        end:
        Py_XDECREF(kwds);
        Py_XDECREF(argcount);
        Py_XDECREF(posonlyargcount);
        Py_XDECREF(kwonlyargcount);
        Py_XDECREF(nlocals);
        Py_XDECREF(stacksize);
        Py_XDECREF(replace);
        Py_XDECREF(call_result);
        Py_XDECREF(empty);
        if (type) {
            PyErr_Restore(type, value, traceback);
        }
        return co;
    }
#else
  #define __Pyx_PyCode_New(a, 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
  #define __Pyx_DefaultClassType PyType_Type
#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 METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #define __Pyx_PyCFunctionFast _PyCFunctionFast
  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
#endif
#if CYTHON_FAST_PYCCALL
#define __Pyx_PyFastCFunction_Check(func)\
    ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)))))
#else
#define __Pyx_PyFastCFunction_Check(func) 0
#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_CPYTHON && PY_VERSION_HEX < 0x030400A1
  #define PyMem_RawMalloc(n)           PyMem_Malloc(n)
  #define PyMem_RawRealloc(p, n)       PyMem_Realloc(p, n)
  #define PyMem_RawFree(p)             PyMem_Free(p)
#endif
#if CYTHON_COMPILING_IN_PYSTON
  #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
#else
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
#endif
#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x03060000
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#elif PY_VERSION_HEX >= 0x03000000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_Current
#endif
#if 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 CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
#endif
#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
#else
#define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #if defined(PyUnicode_IS_READY)
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #else
  #define __Pyx_PyUnicode_READY(op)       (0)
  #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)         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, ch)
  #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
  #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
  #else
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #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) ? 65535 : 1114111)
  #define __Pyx_PyUnicode_KIND(u)         (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] = 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 && !defined(PyUnicode_Contains)
  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
#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
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_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_SIZE(seq)  Py_SIZE(seq)
#else
  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
#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 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
#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 PY_MAJOR_VERSION >= 3
  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
#else
  #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
#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; }

#ifndef __PYX_EXTERN_C
  #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>
#include "numpy/arrayobject.h"
#include "numpy/ndarrayobject.h"
#include "numpy/ndarraytypes.h"
#include "numpy/arrayscalars.h"
#include "numpy/ufuncobject.h"

    /* NumPy API declarations from "numpy/__init__.pxd" */
    
#include <math.h>
#include <stdlib.h>
#include "pythread.h"
#include "pystate.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

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

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

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


/* Test for GCC > 2.95 */
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#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; }

static PyObject *__pyx_m = NULL;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
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static int __pyx_lineno;
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static const char *__pyx_filename;

/* Header.proto */
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    #define CYTHON_CCOMPLEX 1
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static const char *__pyx_f[] = {
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  "peak_set.pxd",
  "type.pxd",
  "peak_index.pxd",
  "src/ms_deisotope/_c/averagine.pxd",
  "src/ms_deisotope/_c/deconvoluter_base.pxd",
};
/* ForceInitThreads.proto */
#ifndef __PYX_FORCE_INIT_THREADS
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#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 */
#define IS_UNSIGNED(type) (((type) -1) > 0)
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
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  struct __Pyx_StructField_* fields;
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  size_t arraysize[8];
  int ndim;
  char typegroup;
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typedef struct __Pyx_StructField_ {
  __Pyx_TypeInfo* type;
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  size_t offset;
} __Pyx_StructField;
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/* Atomics.proto */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
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#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __pyx_atomic_int_type int
#if 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) && CYTHON_COMPILING_IN_NOGIL
    #include <intrin.h>
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    #define __pyx_atomic_int_type long
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#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])


/* "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;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":689
 * # 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 689 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":690
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */

#line 690 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":691
 * 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 691 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":692
 * 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 692 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":696
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */

#line 696 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":697
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */

#line 697 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":698
 * 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 698 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":699
 * 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 699 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":703
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */

#line 703 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":704
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */

#line 704 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":713
 * # 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 713 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_long __pyx_t_5numpy_int_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":714
 * # 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 714 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":715
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */

#line 715 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":717
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
 */

#line 717 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":718
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */

#line 718 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":719
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */

#line 719 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":721
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */

#line 721 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":722
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */

#line 722 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":724
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */

#line 724 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_double __pyx_t_5numpy_float_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":725
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */

#line 725 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_double __pyx_t_5numpy_double_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":726
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */

#line 726 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
/* Declarations.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
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#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
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
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#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);


/*--- 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=*) nogil             # <<<<<<<<<<<<<<
 * cdef double mass_charge_ratio(double neutral_mass, int z, double charge_carrier=*) nogil
 * cdef char* _parse_isotope_string(char* label, int* isotope_num, char* element_name) nogil
 */

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

#line 85 "brainpy/_c/isotopic_distribution.pxd"
struct __pyx_opt_args_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)
 * 
 *     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)
 */

#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"
};

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":728
 * ctypedef npy_longdouble longdouble_t
 * 
 * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t
 */

#line 728 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":729
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */

#line 729 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":730
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cdouble     complex_t
 */

#line 730 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd":732
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */

#line 732 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
typedef npy_cdouble __pyx_t_5numpy_complex_t;

#line 732 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
struct __pyx_opt_args_14ms_peak_picker_2_c_10peak_index_9PeakIndex__has_peak;

#line 732 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.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":629
 * 
 * @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 629 "ms_deisotope/_c/scoring.pyx"
struct __pyx_opt_args_12ms_deisotope_2_c_7scoring_ms_deconv_score_peak {

#line 629 "ms_deisotope/_c/scoring.pyx"
  int __pyx_n;

#line 629 "ms_deisotope/_c/scoring.pyx"
  double mass_error_tolerance;

#line 629 "ms_deisotope/_c/scoring.pyx"
  double minimum_signal_to_noise;

#line 629 "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":611
 * 
 * 
 * cdef class ChiSquareFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     @cython.cdivision
 */

#line 611 "ms_deisotope/_c/scoring.pyx"
struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter {

#line 611 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 611 "ms_deisotope/_c/scoring.pyx"
};

#line 611 "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":106
 * 
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */

#line 106 "View.MemoryView"
struct __pyx_array_obj {

#line 106 "View.MemoryView"
  PyObject_HEAD

#line 106 "View.MemoryView"
  struct __pyx_vtabstruct_array *__pyx_vtab;

#line 106 "View.MemoryView"
  char *data;

#line 106 "View.MemoryView"
  Py_ssize_t len;

#line 106 "View.MemoryView"
  char *format;

#line 106 "View.MemoryView"
  int ndim;

#line 106 "View.MemoryView"
  Py_ssize_t *_shape;

#line 106 "View.MemoryView"
  Py_ssize_t *_strides;

#line 106 "View.MemoryView"
  Py_ssize_t itemsize;

#line 106 "View.MemoryView"
  PyObject *mode;

#line 106 "View.MemoryView"
  PyObject *_format;

#line 106 "View.MemoryView"
  void (*callback_free_data)(void *);

#line 106 "View.MemoryView"
  int free_data;

#line 106 "View.MemoryView"
  int dtype_is_object;

#line 106 "View.MemoryView"
};

#line 106 "View.MemoryView"


/* "View.MemoryView":280
 * 
 * @cname('__pyx_MemviewEnum')
 * cdef class Enum(object):             # <<<<<<<<<<<<<<
 *     cdef object name
 *     def __init__(self, name):
 */

#line 280 "View.MemoryView"
struct __pyx_MemviewEnum_obj {

#line 280 "View.MemoryView"
  PyObject_HEAD

#line 280 "View.MemoryView"
  PyObject *name;

#line 280 "View.MemoryView"
};

#line 280 "View.MemoryView"


/* "View.MemoryView":331
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */

#line 331 "View.MemoryView"
struct __pyx_memoryview_obj {

#line 331 "View.MemoryView"
  PyObject_HEAD

#line 331 "View.MemoryView"
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;

#line 331 "View.MemoryView"
  PyObject *obj;

#line 331 "View.MemoryView"
  PyObject *_size;

#line 331 "View.MemoryView"
  PyObject *_array_interface;

#line 331 "View.MemoryView"
  PyThread_type_lock lock;

#line 331 "View.MemoryView"
  __pyx_atomic_int acquisition_count[2];

#line 331 "View.MemoryView"
  __pyx_atomic_int *acquisition_count_aligned_p;

#line 331 "View.MemoryView"
  Py_buffer view;

#line 331 "View.MemoryView"
  int flags;

#line 331 "View.MemoryView"
  int dtype_is_object;

#line 331 "View.MemoryView"
  __Pyx_TypeInfo *typeinfo;

#line 331 "View.MemoryView"
};

#line 331 "View.MemoryView"


/* "View.MemoryView":967
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */

#line 967 "View.MemoryView"
struct __pyx_memoryviewslice_obj {

#line 967 "View.MemoryView"
  struct __pyx_memoryview_obj __pyx_base;

#line 967 "View.MemoryView"
  __Pyx_memviewslice from_slice;

#line 967 "View.MemoryView"
  PyObject *from_object;

#line 967 "View.MemoryView"
  PyObject *(*to_object_func)(char *);

#line 967 "View.MemoryView"
  int (*to_dtype_func)(char *, PyObject *);

#line 967 "View.MemoryView"
};

#line 967 "View.MemoryView"


#line 967 "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 (*__pyx___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 (*__pyx___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":562
 * 
 * 
 * cdef class LeastSquaresFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     r"""Evaluate an isotopic fit using least squares coefficient of
 *     determination :math:`R^2`.
 */

#line 562 "ms_deisotope/_c/scoring.pyx"


#line 562 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter {

#line 562 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 562 "ms_deisotope/_c/scoring.pyx"
};

#line 562 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

#line 562 "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":498
 * 
 * 
 * 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 498 "ms_deisotope/_c/scoring.pyx"


#line 498 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter {

#line 498 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 498 "ms_deisotope/_c/scoring.pyx"
};

#line 498 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

#line 498 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":652
 * 
 * 
 * cdef class MSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     '''An implementation of the scoring function used in :title-reference:`MSDeconV`
 * 
 */

#line 652 "ms_deisotope/_c/scoring.pyx"


#line 652 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter {

#line 652 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 652 "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 652 "ms_deisotope/_c/scoring.pyx"
};

#line 652 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

#line 652 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":700
 * 
 * 
 * cdef class PenalizedMSDeconVFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 *     r'''An Isotopic Fitter which uses the :class:`MSDeconVFitter` score
 *     weighted by 1 - :attr:`penalty_factor` * :class:`ScaledGTestFitter` score
 */

#line 700 "ms_deisotope/_c/scoring.pyx"


#line 700 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter {

#line 700 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 700 "ms_deisotope/_c/scoring.pyx"
};

#line 700 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

#line 700 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":759
 * 
 * 
 * cdef class FunctionScorer(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, function, minimum_score=10, selector_type=MaximizeFitSelector):
 */

#line 759 "ms_deisotope/_c/scoring.pyx"


#line 759 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer {

#line 759 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 759 "ms_deisotope/_c/scoring.pyx"
};

#line 759 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer;

#line 759 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":778
 * 
 * 
 * cdef class InterferenceDetection(object):             # <<<<<<<<<<<<<<
 *     def __init__(self, PeakSet peaklist):
 *         self.peaklist = peaklist
 */

#line 778 "ms_deisotope/_c/scoring.pyx"


#line 778 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection {

#line 778 "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 778 "ms_deisotope/_c/scoring.pyx"
};

#line 778 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection;

#line 778 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":829
 *         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 829 "ms_deisotope/_c/scoring.pyx"


#line 829 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter {

#line 829 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 829 "ms_deisotope/_c/scoring.pyx"
};

#line 829 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 829 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":877
 * 
 * 
 * cdef class ScaledPenalizedMSDeconvFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self,  minimum_score=0.3, penalty_factor=1., mass_error_tolerance=0.02):
 */

#line 877 "ms_deisotope/_c/scoring.pyx"


#line 877 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter {

#line 877 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 877 "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 877 "ms_deisotope/_c/scoring.pyx"
  void (*scale_fitted_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 877 "ms_deisotope/_c/scoring.pyx"
  void (*scale_theoretical_peaks)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double);

#line 877 "ms_deisotope/_c/scoring.pyx"
};

#line 877 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 877 "ms_deisotope/_c/scoring.pyx"


/* "ms_deisotope/_c/scoring.pyx":947
 * 
 * 
 * cdef class DotProductFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self,  minimum_score=100):
 */

#line 947 "ms_deisotope/_c/scoring.pyx"


#line 947 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter {

#line 947 "ms_deisotope/_c/scoring.pyx"
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#line 947 "ms_deisotope/_c/scoring.pyx"
};

#line 947 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 947 "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":611
 * 
 * 
 * cdef class ChiSquareFitter(IsotopicFitterBase):             # <<<<<<<<<<<<<<
 * 
 *     @cython.cdivision
 */

#line 611 "ms_deisotope/_c/scoring.pyx"


#line 611 "ms_deisotope/_c/scoring.pyx"
struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ChiSquareFitter {

#line 611 "ms_deisotope/_c/scoring.pyx"
  struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_base;

#line 611 "ms_deisotope/_c/scoring.pyx"
};

#line 611 "ms_deisotope/_c/scoring.pyx"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ChiSquareFitter *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ChiSquareFitter;

#line 611 "ms_deisotope/_c/scoring.pyx"


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#line 106 "View.MemoryView"


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#line 331 "View.MemoryView"
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#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
#endif

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

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

/* GetModuleGlobalName.proto */
#if CYTHON_USE_DICT_VERSIONS
#define __Pyx_GetModuleGlobalName(var, name)  {\
    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);\
}
#define __Pyx_GetModuleGlobalNameUncached(var, name)  {\
    PY_UINT64_T __pyx_dict_version;\
    PyObject *__pyx_dict_cached_value;\
    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
}
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

/* 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);

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

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

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

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

/* GetTopmostException.proto */
#if CYTHON_USE_EXC_INFO_STACK
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

/* PyErrExceptionMatches.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
#else
#define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
#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

/* 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);

/* StrEquals.proto */
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
#else
#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
#endif

/* 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 UNARY_NEG_WOULD_OVERFLOW(x)\
        (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))

static CYTHON_UNUSED 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 *);

/* 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

/* decode_c_string_utf16.proto */
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 0;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16LE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = -1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16BE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}

/* decode_c_string.proto */
static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors));

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

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

/* 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);

/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
static CYTHON_INLINE int __Pyx_IsSubtype(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_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_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)

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

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif

/* ListExtend.proto */
static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject* none = _PyList_Extend((PyListObject*)L, v);
    if (unlikely(!none))
        return -1;
    Py_DECREF(none);
    return 0;
#else
    return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v);
#endif
}

/* ListAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

/* None.proto */
static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

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

/* PySequenceContains.proto */
static CYTHON_INLINE int __Pyx_PySequence_ContainsTF(PyObject* item, PyObject* seq, int eq) {
    int result = PySequence_Contains(seq, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* ImportFrom.proto */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);

/* HasAttr.proto */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);

/* 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

/* SetVTable.proto */
static int __Pyx_SetVtable(PyObject *dict, void *vtable);

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

/* SetupReduce.proto */
static int __Pyx_setup_reduce(PyObject* type_obj);

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto
#define __PYX_HAVE_RT_ImportType_proto
enum __Pyx_ImportType_CheckSize {
   __Pyx_ImportType_CheckSize_Error = 0,
   __Pyx_ImportType_CheckSize_Warn = 1,
   __Pyx_ImportType_CheckSize_Ignore = 2
};
static PyTypeObject *__Pyx_ImportType(PyObject* module, const char *module_name, const char *class_name, size_t size, enum __Pyx_ImportType_CheckSize check_size);
#endif

/* GetVTable.proto */
static void* __Pyx_GetVtable(PyObject *dict);

/* 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 */
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);

/* 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);

/* Capsule.proto */
static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig);

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

/* 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
    #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
    #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 *acquisition_count, PyThread_type_lock lock);
static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(
    __pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p)
#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview))
#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__)
#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__)
static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int);
static CYTHON_INLINE void __Pyx_XDEC_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);

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

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

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

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

/* FetchCommonType.proto */
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);

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

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

/* CoroutineBase.proto */
typedef PyObject *(*__pyx_coroutine_body_t)(PyObject *, 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 {
    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);
static PyObject *__Pyx_Coroutine_Close(PyObject *self);
static PyObject *__Pyx_Coroutine_Throw(PyObject *gen, PyObject *args);
#if CYTHON_USE_EXC_INFO_STACK
#define __Pyx_Coroutine_SwapException(self)
#define __Pyx_Coroutine_ResetAndClearException(self)  __Pyx_Coroutine_ExceptionClear(&(self)->gi_exc_state)
#else
#define __Pyx_Coroutine_SwapException(self) {\
    __Pyx_ExceptionSwap(&(self)->gi_exc_state.exc_type, &(self)->gi_exc_state.exc_value, &(self)->gi_exc_state.exc_traceback);\
    __Pyx_Coroutine_ResetFrameBackpointer(&(self)->gi_exc_state);\
    }
#define __Pyx_Coroutine_ResetAndClearException(self) {\
    __Pyx_ExceptionReset((self)->gi_exc_state.exc_type, (self)->gi_exc_state.exc_value, (self)->gi_exc_state.exc_traceback);\
    (self)->gi_exc_state.exc_type = (self)->gi_exc_state.exc_value = (self)->gi_exc_state.exc_traceback = NULL;\
    }
#endif
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\
    __Pyx_PyGen__FetchStopIterationValue(__pyx_tstate, pvalue)
#else
#define __Pyx_PyGen_FetchStopIterationValue(pvalue)\
    __Pyx_PyGen__FetchStopIterationValue(__Pyx_PyThreadState_Current, pvalue)
#endif
static int __Pyx_PyGen__FetchStopIterationValue(PyThreadState *tstate, PyObject **pvalue);
static CYTHON_INLINE void __Pyx_Coroutine_ResetFrameBackpointer(__Pyx_ExcInfoStruct *exc_state);

/* 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
static PyTypeObject *__pyx_GeneratorType = 0;
#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType)
#define __Pyx_Generator_New(body, code, closure, name, qualname, module_name)\
    __Pyx__Coroutine_New(__pyx_GeneratorType, body, code, closure, name, qualname, module_name)
static PyObject *__Pyx_Generator_Next(PyObject *self);
static int __pyx_Generator_init(void);

/* CheckBinaryVersion.proto */
static int __Pyx_check_binary_version(void);

/* PyObjectSetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL)
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
#else
#define __Pyx_PyObject_DelAttrStr(o,n)   PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#endif

/* VoidPtrExport.proto */
static int __Pyx_ExportVoidPtr(PyObject *name, void *p, const char *sig);

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

/* InitStrings.proto */
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);

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*/
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_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*/

/* Module declarations from 'brainpy._c.composition' */
static PyTypeObject *__pyx_ptype_7brainpy_2_c_11composition_PyComposition = 0;
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' */
static PyTypeObject *__pyx_ptype_7brainpy_2_c_21isotopic_distribution_TheoreticalPeak = 0;

/* Module declarations from 'ms_peak_picker._c.peak_set' */
static PyTypeObject *__pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakBase = 0;
static PyTypeObject *__pyx_ptype_14ms_peak_picker_2_c_8peak_set_FittedPeak = 0;
static PyTypeObject *__pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakSet = 0;
static PyTypeObject *__pyx_ptype_14ms_peak_picker_2_c_8peak_set_PeakSetIndexed = 0;
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' */

/* Module declarations from 'cpython.buffer' */

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

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

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.type' */
static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;

/* Module declarations from 'cpython' */

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

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

/* Module declarations from 'cpython.mem' */

/* Module declarations from 'numpy' */

/* Module declarations from 'numpy' */
static PyTypeObject *__pyx_ptype_5numpy_dtype = 0;
static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0;
static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0;
static PyTypeObject *__pyx_ptype_5numpy_generic = 0;
static PyTypeObject *__pyx_ptype_5numpy_number = 0;
static PyTypeObject *__pyx_ptype_5numpy_integer = 0;
static PyTypeObject *__pyx_ptype_5numpy_signedinteger = 0;
static PyTypeObject *__pyx_ptype_5numpy_unsignedinteger = 0;
static PyTypeObject *__pyx_ptype_5numpy_inexact = 0;
static PyTypeObject *__pyx_ptype_5numpy_floating = 0;
static PyTypeObject *__pyx_ptype_5numpy_complexfloating = 0;
static PyTypeObject *__pyx_ptype_5numpy_flexible = 0;
static PyTypeObject *__pyx_ptype_5numpy_character = 0;
static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;

/* Module declarations from 'ms_peak_picker._c.peak_index' */
static PyTypeObject *__pyx_ptype_14ms_peak_picker_2_c_10peak_index_PeakIndex = 0;

/* Module declarations from 'ms_deisotope._c.averagine' */
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_9averagine_Averagine = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_9averagine_AveragineCache = 0;
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' */
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_AveragineDeconvoluterBase = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_MultiAveragineDeconvoluterBase = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_17deconvoluter_base_ChargeIterator = 0;

/* 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 PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitRecord = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_FitSelectorBase = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_LeastSquaresFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_GTestFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_ScaledGTestFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_MSDeconVFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_FunctionScorer = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_InterferenceDetection = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_DistinctPatternFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_DotProductFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_MinimizeFitSelector = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_MaximizeFitSelector = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring_ChiSquareFitter = 0;
static PyTypeObject *__pyx_ptype_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ = 0;
static PyTypeObject *__pyx_array_type = 0;
static PyTypeObject *__pyx_MemviewEnum_type = 0;
static PyTypeObject *__pyx_memoryview_type = 0;
static PyTypeObject *__pyx_memoryviewslice_type = 0;
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 *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 struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/
static void *__pyx_align_pointer(void *, size_t); /*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 PyObject *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 *, char *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, char *); /*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*/
#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' */
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_min;
static PyObject *__pyx_builtin_max;
static PyObject *__pyx_builtin_ImportError;
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 const char __pyx_k_O[] = "O";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_eq[] = "_eq";
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_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_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_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_close[] = "close";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_lower[] = "lower";
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_throw[] = "throw";
static const char __pyx_k_upper[] = "upper";
static const char __pyx_k_charge[] = "charge";
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_struct[] = "struct";
static const char __pyx_k_unpack[] = "unpack";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_INFINITY[] = "INFINITY";
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_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_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_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_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_is_maximizing[] = "is_maximizing";
static const char __pyx_k_minimum_score[] = "minimum_score";
static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_selector_type[] = "selector_type";
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_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_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_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_InterferenceDetection[] = "InterferenceDetection";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
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_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_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static const char __pyx_k_IsotopicFitRecord___iter[] = "IsotopicFitRecord.__iter__";
static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
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_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_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_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_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 (0xb068931, 0x82a3537, 0x6ae9995) = (name))";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
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_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)";
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 %d (got %d and %d)";
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.";
static PyObject *__pyx_n_s_ASCII;
static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri;
static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is;
static PyObject *__pyx_kp_s_Cannot_assign_to_read_only_memor;
static PyObject *__pyx_kp_s_Cannot_create_writable_memory_vi;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_n_s_ChiSquareFitter;
static PyObject *__pyx_n_s_DistinctPatternFitter;
static PyObject *__pyx_n_s_DotProductFitter;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_n_s_FitSelectorBase;
static PyObject *__pyx_n_s_FunctionScorer;
static PyObject *__pyx_n_s_GTestFitter;
static PyObject *__pyx_n_s_INFINITY;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_kp_s_Incompatible_checksums_0x_x_vs_0;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
static PyObject *__pyx_n_s_InterferenceDetection;
static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr;
static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d;
static PyObject *__pyx_n_s_IsotopicFitRecord;
static PyObject *__pyx_n_s_IsotopicFitRecord___iter;
static PyObject *__pyx_kp_s_IsotopicFitRecord_score_0_5f_cha;
static PyObject *__pyx_n_s_IsotopicFitterBase;
static PyObject *__pyx_n_s_LeastSquaresFitter;
static PyObject *__pyx_n_s_MSDeconVFitter;
static PyObject *__pyx_n_s_MaximizeFitSelector;
static PyObject *__pyx_n_s_MemoryError;
static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x;
static PyObject *__pyx_kp_s_MemoryView_of_r_object;
static PyObject *__pyx_n_s_MinimizeFitSelector;
static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_s_PenalizedMSDeconVFitter;
static PyObject *__pyx_n_s_PickleError;
static PyObject *__pyx_n_s_ScaledGTestFitter;
static PyObject *__pyx_n_s_ScaledPenalizedMSDeconvFitter;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_s_View_MemoryView;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_attrgetter;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_best;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_calculate_scale_factor;
static PyObject *__pyx_n_s_charge;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_configure;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_n_s_data;
static PyObject *__pyx_n_s_deconvoluter;
static PyObject *__pyx_n_s_dict;
static PyObject *__pyx_n_s_domain_scale;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_eq;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_evaluate;
static PyObject *__pyx_n_s_evaluate_2;
static PyObject *__pyx_n_s_expected;
static PyObject *__pyx_n_s_experimental;
static PyObject *__pyx_n_s_experimental_peaks;
static PyObject *__pyx_n_s_fields;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_function;
static PyObject *__pyx_n_s_getstate;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_n_s_gt;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_is_maximizing;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_iter;
static PyObject *__pyx_n_s_key;
static PyObject *__pyx_n_s_kwargs;
static PyObject *__pyx_n_s_lower;
static PyObject *__pyx_n_s_lt;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_mass_error_tolerance;
static PyObject *__pyx_n_s_max;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_min;
static PyObject *__pyx_n_s_minimum_score;
static PyObject *__pyx_n_s_missed_peaks;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_ms_deisotope__c_scoring;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_ne;
static PyObject *__pyx_n_s_new;
static PyObject *__pyx_kp_s_no_default___reduce___due_to_non;
static PyObject *__pyx_n_s_npeaks;
static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to;
static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_observed;
static PyObject *__pyx_n_s_operator;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_peak_count_scale;
static PyObject *__pyx_n_s_peaklist;
static PyObject *__pyx_n_s_penalty_factor;
static PyObject *__pyx_n_s_pickle;
static PyObject *__pyx_n_s_pyx_PickleError;
static PyObject *__pyx_n_s_pyx_capi;
static PyObject *__pyx_n_s_pyx_checksum;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_result;
static PyObject *__pyx_n_s_pyx_state;
static PyObject *__pyx_n_s_pyx_type;
static PyObject *__pyx_n_s_pyx_unpickle_Enum;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_reduce;
static PyObject *__pyx_n_s_reduce_cython;
static PyObject *__pyx_n_s_reduce_ex;
static PyObject *__pyx_n_s_reject;
static PyObject *__pyx_n_s_reject_score;
static PyObject *__pyx_n_s_score;
static PyObject *__pyx_n_s_score_threshold;
static PyObject *__pyx_n_s_seed_peak;
static PyObject *__pyx_n_s_selector_type;
static PyObject *__pyx_n_s_self;
static PyObject *__pyx_kp_s_self___class_____name___fields;
static PyObject *__pyx_kp_s_self___class_____name___minimum;
static PyObject *__pyx_n_s_send;
static PyObject *__pyx_n_s_setstate;
static PyObject *__pyx_n_s_setstate_cython;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_kp_s_strided_and_direct;
static PyObject *__pyx_kp_s_strided_and_direct_or_indirect;
static PyObject *__pyx_kp_s_strided_and_indirect;
static PyObject *__pyx_kp_s_stringsource;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_theoretical;
static PyObject *__pyx_n_s_throw;
static PyObject *__pyx_kp_s_unable_to_allocate_array_data;
static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str;
static PyObject *__pyx_n_s_unpack;
static PyObject *__pyx_n_s_update;
static PyObject *__pyx_n_s_upper;
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 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 */
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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 */
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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 */
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static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
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static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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static PyObject *__pyx_float_0_5;
static PyObject *__pyx_float_1_5;
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/* Late includes */

/* "ms_deisotope/_c/scoring.pyx":17
 * @cython.nonecheck(False)
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 */

#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"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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 * @cython.cdivision(True)
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#line 18 "ms_deisotope/_c/scoring.pyx"
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#line 18 "ms_deisotope/_c/scoring.pyx"
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  /* "ms_deisotope/_c/scoring.pyx":17
 * @cython.nonecheck(False)
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 * 
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#line 17 "ms_deisotope/_c/scoring.pyx"


#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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#line 17 "ms_deisotope/_c/scoring.pyx"
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/* "ms_deisotope/_c/scoring.pyx":50
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 *     def __init__(self, FittedPeak seed_peak, double score, int charge, TheoreticalIsotopicPattern theoretical, list experimental,             # <<<<<<<<<<<<<<
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 */

#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) {
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#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"
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#line 50 "ms_deisotope/_c/scoring.pyx"
  int __pyx_lineno = 0;

#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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#line 50 "ms_deisotope/_c/scoring.pyx"
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    /* "ms_deisotope/_c/scoring.pyx":51
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[5] = PyTuple_GET_ITEM(__pyx_args, 5);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[4] = PyTuple_GET_ITEM(__pyx_args, 4);

#line 51 "ms_deisotope/_c/scoring.pyx"
        CYTHON_FALLTHROUGH;
        case  4: 
#line 51 "ms_deisotope/_c/scoring.pyx"
values[3] = PyTuple_GET_ITEM(__pyx_args, 3);

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[2] = PyTuple_GET_ITEM(__pyx_args, 2);

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[1] = PyTuple_GET_ITEM(__pyx_args, 1);

#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
values[0] = PyTuple_GET_ITEM(__pyx_args, 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"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 51 "ms_deisotope/_c/scoring.pyx"
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#line 480 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"


#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"


#line 614 "ms_deisotope/_c/scoring.pyx"
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) {

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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"


#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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#line 614 "ms_deisotope/_c/scoring.pyx"
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/* "ms_deisotope/_c/scoring.pyx":629
 * 
 * @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 629 "ms_deisotope/_c/scoring.pyx"


#line 629 "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 629 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_mass_error_tolerance = ((double)0.02);

#line 629 "ms_deisotope/_c/scoring.pyx"
  double __pyx_v_minimum_signal_to_noise = ((double)1.0);
  double __pyx_v_mass_error
#line 629 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_abundance_diff
#line 629 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_mass_accuracy
#line 629 "ms_deisotope/_c/scoring.pyx"
;
  double __pyx_v_score
#line 629 "ms_deisotope/_c/scoring.pyx"
;

#line 629 "ms_deisotope/_c/scoring.pyx"
  double __pyx_r;

#line 629 "ms_deisotope/_c/scoring.pyx"
  int __pyx_t_1;

#line 629 "ms_deisotope/_c/scoring.pyx"
  int __pyx_t_2;

#line 629 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_optional_args) {

#line 629 "ms_deisotope/_c/scoring.pyx"
    if (__pyx_optional_args->__pyx_n > 0) {

#line 629 "ms_deisotope/_c/scoring.pyx"
      __pyx_v_mass_error_tolerance = __pyx_optional_args->mass_error_tolerance;

#line 629 "ms_deisotope/_c/scoring.pyx"
      if (__pyx_optional_args->__pyx_n > 1) {

#line 629 "ms_deisotope/_c/scoring.pyx"
        __pyx_v_minimum_signal_to_noise = __pyx_optional_args->minimum_signal_to_noise;

#line 629 "ms_deisotope/_c/scoring.pyx"
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#line 629 "ms_deisotope/_c/scoring.pyx"
    }

#line 629 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":632
 *     cdef:
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:             # <<<<<<<<<<<<<<
 *         return 0.
 * 
 */

#line 632 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = ((__pyx_v_obs->signal_to_noise < __pyx_v_minimum_signal_to_noise) != 0);

#line 632 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":633
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:
 *         return 0.             # <<<<<<<<<<<<<<
 * 
 *     mass_error = fabs(obs.mz - theo.mz)
 */

#line 633 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 633 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L0;

    /* "ms_deisotope/_c/scoring.pyx":632
 *     cdef:
 *         double mass_error, abundance_diff
 *     if obs.signal_to_noise < minimum_signal_to_noise:             # <<<<<<<<<<<<<<
 *         return 0.
 * 
 */

#line 632 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":635
 *         return 0.
 * 
 *     mass_error = fabs(obs.mz - theo.mz)             # <<<<<<<<<<<<<<
 * 
 *     if mass_error <= mass_error_tolerance:
 */

#line 635 "ms_deisotope/_c/scoring.pyx"
  __pyx_v_mass_error = fabs((__pyx_v_obs->__pyx_base.mz - __pyx_v_theo->mz));

  /* "ms_deisotope/_c/scoring.pyx":637
 *     mass_error = fabs(obs.mz - theo.mz)
 * 
 *     if mass_error <= mass_error_tolerance:             # <<<<<<<<<<<<<<
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
 */

#line 637 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = ((__pyx_v_mass_error <= __pyx_v_mass_error_tolerance) != 0);

#line 637 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":638
 * 
 *     if mass_error <= mass_error_tolerance:
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance             # <<<<<<<<<<<<<<
 *     else:
 *         return 0.
 */

#line 638 "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":637
 *     mass_error = fabs(obs.mz - theo.mz)
 * 
 *     if mass_error <= mass_error_tolerance:             # <<<<<<<<<<<<<<
 *         mass_accuracy = 1 - mass_error / mass_error_tolerance
 *     else:
 */

#line 637 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L4;

#line 637 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":640
 *         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 640 "ms_deisotope/_c/scoring.pyx"
  /*else*/ {

#line 640 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 640 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L0;

#line 640 "ms_deisotope/_c/scoring.pyx"
  }

#line 640 "ms_deisotope/_c/scoring.pyx"
  __pyx_L4:;

  /* "ms_deisotope/_c/scoring.pyx":642
 *         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 642 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = ((__pyx_v_obs->__pyx_base.intensity < __pyx_v_theo->intensity) != 0);

#line 642 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_2) {

#line 642 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 642 "ms_deisotope/_c/scoring.pyx"
    __pyx_t_1 = __pyx_t_2;

#line 642 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L6_bool_binop_done;

#line 642 "ms_deisotope/_c/scoring.pyx"
  }

#line 642 "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) != 0);

#line 642 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = __pyx_t_2;

#line 642 "ms_deisotope/_c/scoring.pyx"
  __pyx_L6_bool_binop_done:;

#line 642 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":643
 * 
 *     if obs.intensity < theo.intensity and (((theo.intensity - obs.intensity) / obs.intensity) <= 1):
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)             # <<<<<<<<<<<<<<
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 */

#line 643 "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":642
 *         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 642 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L5;

#line 642 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":644
 *     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 644 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2 = ((__pyx_v_obs->__pyx_base.intensity >= __pyx_v_theo->intensity) != 0);

#line 644 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_2) {

#line 644 "ms_deisotope/_c/scoring.pyx"
  } else {

#line 644 "ms_deisotope/_c/scoring.pyx"
    __pyx_t_1 = __pyx_t_2;

#line 644 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L8_bool_binop_done;

#line 644 "ms_deisotope/_c/scoring.pyx"
  }

#line 644 "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) != 0);

#line 644 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_1 = __pyx_t_2;

#line 644 "ms_deisotope/_c/scoring.pyx"
  __pyx_L8_bool_binop_done:;

#line 644 "ms_deisotope/_c/scoring.pyx"
  if (__pyx_t_1) {

    /* "ms_deisotope/_c/scoring.pyx":645
 *         abundance_diff = 1 - ((theo.intensity - obs.intensity) / obs.intensity)
 *     elif obs.intensity >= theo.intensity and (((obs.intensity - theo.intensity) / obs.intensity) <= 1):
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))             # <<<<<<<<<<<<<<
 *     else:
 *         return 0.
 */

#line 645 "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":644
 *     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 644 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L5;

#line 644 "ms_deisotope/_c/scoring.pyx"
  }

  /* "ms_deisotope/_c/scoring.pyx":647
 *         abundance_diff = sqrt(1 - ((obs.intensity - theo.intensity) / obs.intensity))
 *     else:
 *         return 0.             # <<<<<<<<<<<<<<
 *     score = sqrt(theo.intensity) * mass_accuracy * abundance_diff
 *     return score
 */

#line 647 "ms_deisotope/_c/scoring.pyx"
  /*else*/ {

#line 647 "ms_deisotope/_c/scoring.pyx"
    __pyx_r = 0.;

#line 647 "ms_deisotope/_c/scoring.pyx"
    goto __pyx_L0;

#line 647 "ms_deisotope/_c/scoring.pyx"
  }

#line 647 "ms_deisotope/_c/scoring.pyx"
  __pyx_L5:;

  /* "ms_deisotope/_c/scoring.pyx":648
 *     else:
 *         return 0.
 *     score = sqrt(theo.intensity) * mass_accuracy * abundance_diff             # <<<<<<<<<<<<<<
 *     return score
 * 
 */

#line 648 "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":649
 *         return 0.
 *     score = sqrt(theo.intensity) * mass_accuracy * abundance_diff
 *     return score             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 649 "ms_deisotope/_c/scoring.pyx"
  __pyx_r = __pyx_v_score;

#line 649 "ms_deisotope/_c/scoring.pyx"
  goto __pyx_L0;

  /* "ms_deisotope/_c/scoring.pyx":629
 * 
 * @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 629 "ms_deisotope/_c/scoring.pyx"


#line 629 "ms_deisotope/_c/scoring.pyx"
  /* function exit code */

#line 629 "ms_deisotope/_c/scoring.pyx"
  __pyx_L0:;

#line 629 "ms_deisotope/_c/scoring.pyx"
  return __pyx_r;

#line 629 "ms_deisotope/_c/scoring.pyx"
}

/* "ms_deisotope/_c/scoring.pyx":662
 *     Proteomics : MCP, 9(12), 27722782. https://doi.org/10.1074/mcp.M110.002766
 *     '''
 *     def __init__(self, minimum_score=10, mass_error_tolerance=0.02):             # <<<<<<<<<<<<<<
 *         self.mass_error_tolerance = mass_error_tolerance
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#line 662 "ms_deisotope/_c/scoring.pyx"


#line 662 "ms_deisotope/_c/scoring.pyx"
/* Python wrapper */

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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"


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#line 664 "ms_deisotope/_c/scoring.pyx"
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#line 664 "ms_deisotope/_c/scoring.pyx"
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#line 665 "ms_deisotope/_c/scoring.pyx"
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#line 665 "ms_deisotope/_c/scoring.pyx"
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#line 662 "ms_deisotope/_c/scoring.pyx"


#line 662 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"


#line 668 "ms_deisotope/_c/scoring.pyx"
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) {

#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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  /* "ms_deisotope/_c/scoring.pyx":669
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#line 669 "ms_deisotope/_c/scoring.pyx"
  __pyx_t_2.__pyx_n = 2;

#line 669 "ms_deisotope/_c/scoring.pyx"
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#line 669 "ms_deisotope/_c/scoring.pyx"
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#line 669 "ms_deisotope/_c/scoring.pyx"
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#line 669 "ms_deisotope/_c/scoring.pyx"
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#line 669 "ms_deisotope/_c/scoring.pyx"
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 *     @cython.cdivision
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 */

#line 668 "ms_deisotope/_c/scoring.pyx"


#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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#line 668 "ms_deisotope/_c/scoring.pyx"
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/* "ms_deisotope/_c/scoring.pyx":671
 *         return ms_deconv_score_peak(obs, theo, mass_error_tolerance, minimum_signal_to_noise)
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 */

#line 671 "ms_deisotope/_c/scoring.pyx"


#line 671 "ms_deisotope/_c/scoring.pyx"
/* Python wrapper */

#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
values[2] = PyTuple_GET_ITEM(__pyx_args, 2);

#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 671 "ms_deisotope/_c/scoring.pyx"
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#line 822 "ms_deisotope/_c/scoring.pyx"
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#line 1006 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
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#line 1013 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"


#line 1013 "../../../hostedtoolcache/Python/3.9.14/x64/lib/python3.9/site-packages/numpy/__init__.pxd"
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#line 190 "View.MemoryView"
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#line 192 "View.MemoryView"
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 */

#line 301 "View.MemoryView"
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  /* "View.MemoryView":305
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#line 305 "View.MemoryView"
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#line 307 "View.MemoryView"
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#line 307 "View.MemoryView"
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    /* "View.MemoryView":308
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 *     if offset > 0:
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#line 308 "View.MemoryView"
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 *     if offset > 0:             # <<<<<<<<<<<<<<
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#line 307 "View.MemoryView"
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#line 310 "View.MemoryView"
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#line 310 "View.MemoryView"
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 * @cname('__pyx_align_pointer')
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#line 299 "View.MemoryView"


#line 299 "View.MemoryView"
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#line 299 "View.MemoryView"
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#line 299 "View.MemoryView"
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#line 299 "View.MemoryView"
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/* "View.MemoryView":346
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#line 346 "View.MemoryView"


#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"


#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"


#line 346 "View.MemoryView"
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) {

#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 346 "View.MemoryView"
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#line 347 "View.MemoryView"
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#line 347 "View.MemoryView"
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#line 347 "View.MemoryView"
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#line 347 "View.MemoryView"
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#line 347 "View.MemoryView"
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#line 348 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 349 "View.MemoryView"
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#line 350 "View.MemoryView"
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#line 351 "View.MemoryView"
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#line 351 "View.MemoryView"
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#line 352 "View.MemoryView"
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 *                 Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
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 *         if not __PYX_CYTHON_ATOMICS_ENABLED():
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#line 353 "View.MemoryView"
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#line 351 "View.MemoryView"
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#line 349 "View.MemoryView"
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 *         if not __PYX_CYTHON_ATOMICS_ENABLED():             # <<<<<<<<<<<<<<
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#line 355 "View.MemoryView"
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#line 355 "View.MemoryView"
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#line 357 "View.MemoryView"
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#line 357 "View.MemoryView"
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#line 358 "View.MemoryView"
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#line 359 "View.MemoryView"
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      /* "View.MemoryView":357
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():
 *             global __pyx_memoryview_thread_locks_used
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#line 357 "View.MemoryView"
    }

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 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
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#line 360 "View.MemoryView"
    __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0);

#line 360 "View.MemoryView"
    if (__pyx_t_1) {

      /* "View.MemoryView":361
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#line 361 "View.MemoryView"
      __pyx_v_self->lock = PyThread_allocate_lock();

      /* "View.MemoryView":362
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 *                     raise MemoryError
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#line 362 "View.MemoryView"
      __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0);

#line 362 "View.MemoryView"
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        /* "View.MemoryView":363
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 *         if flags & PyBUF_FORMAT:
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#line 363 "View.MemoryView"
        PyErr_NoMemory(); __PYX_ERR(3, 363, __pyx_L1_error)

        /* "View.MemoryView":362
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 *                 if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                     raise MemoryError
 * 
 */

#line 362 "View.MemoryView"
      }

      /* "View.MemoryView":360
 *                 self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]
 *                 __pyx_memoryview_thread_locks_used += 1
 *             if self.lock is NULL:             # <<<<<<<<<<<<<<
 *                 self.lock = PyThread_allocate_lock()
 *                 if self.lock is NULL:
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#line 360 "View.MemoryView"
    }

    /* "View.MemoryView":355
 *                 Py_INCREF(Py_None)
 * 
 *         if not __PYX_CYTHON_ATOMICS_ENABLED():             # <<<<<<<<<<<<<<
 *             global __pyx_memoryview_thread_locks_used
 *             if __pyx_memoryview_thread_locks_used < THREAD_LOCKS_PREALLOCATED:
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#line 355 "View.MemoryView"
  }

  /* "View.MemoryView":365
 *                     raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
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#line 365 "View.MemoryView"
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);

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

    /* "View.MemoryView":366
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 *         if flags & PyBUF_FORMAT:
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#line 366 "View.MemoryView"
    __pyx_t_2 = (((__pyx_v_self->view.format[0]) == 'O') != 0);

#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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#line 366 "View.MemoryView"
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 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
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#line 365 "View.MemoryView"
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#line 365 "View.MemoryView"
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 *             self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0')
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 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(
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#line 368 "View.MemoryView"
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#line 368 "View.MemoryView"
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#line 368 "View.MemoryView"
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#line 368 "View.MemoryView"
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#line 374 "View.MemoryView"
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#line 388 "View.MemoryView"
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#line 374 "View.MemoryView"
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#line 524 "View.MemoryView"
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#line 529 "View.MemoryView"
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#line 529 "View.MemoryView"
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#line 532 "View.MemoryView"
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#line 532 "View.MemoryView"
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#line 534 "View.MemoryView"
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#line 534 "View.MemoryView"
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#line 537 "View.MemoryView"
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#line 537 "View.MemoryView"
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#line 537 "View.MemoryView"
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#line 537 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 540 "View.MemoryView"
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#line 540 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 539 "View.MemoryView"
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#line 542 "View.MemoryView"
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#line 542 "View.MemoryView"
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#line 542 "View.MemoryView"
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#line 545 "View.MemoryView"
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#line 546 "View.MemoryView"
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#line 546 "View.MemoryView"
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#line 520 "View.MemoryView"


#line 520 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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#line 712 "View.MemoryView"
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 *     cdef bint negative_step
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 */

#line 713 "View.MemoryView"
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#line 713 "View.MemoryView"
  __pyx_v_suboffset_dim = -1;

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 * 
 * 
 *     memset(&dst, 0, sizeof(dst))             # <<<<<<<<<<<<<<
 * 
 *     cdef _memoryviewslice memviewsliceobj
 */

#line 720 "View.MemoryView"
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 * 
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 * 
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#line 724 "View.MemoryView"
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#line 724 "View.MemoryView"
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#line 724 "View.MemoryView"
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#line 724 "View.MemoryView"
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#line 724 "View.MemoryView"
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#line 724 "View.MemoryView"
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#line 724 "View.MemoryView"
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#line 724 "View.MemoryView"
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 *     assert memview.view.ndim > 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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#line 726 "View.MemoryView"
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#line 726 "View.MemoryView"
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#line 726 "View.MemoryView"
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 * 
 *     if isinstance(memview, _memoryviewslice):
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#line 727 "View.MemoryView"
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#line 727 "View.MemoryView"
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#line 727 "View.MemoryView"
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#line 727 "View.MemoryView"
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#line 727 "View.MemoryView"
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 *     if isinstance(memview, _memoryviewslice):
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#line 728 "View.MemoryView"
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 *     assert memview.view.ndim > 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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#line 726 "View.MemoryView"
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#line 726 "View.MemoryView"
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  /* "View.MemoryView":730
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 *     else:
 *         slice_copy(memview, &src)             # <<<<<<<<<<<<<<
 *         p_src = &src
 * 
 */

#line 730 "View.MemoryView"
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#line 730 "View.MemoryView"
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 *         p_src = &src             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 731 "View.MemoryView"
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#line 731 "View.MemoryView"
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#line 731 "View.MemoryView"
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 * 
 * 
 *     dst.memview = p_src.memview             # <<<<<<<<<<<<<<
 *     dst.data = p_src.data
 * 
 */

#line 737 "View.MemoryView"
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#line 737 "View.MemoryView"
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  /* "View.MemoryView":738
 * 
 *     dst.memview = p_src.memview
 *     dst.data = p_src.data             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 738 "View.MemoryView"
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#line 738 "View.MemoryView"
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 * 
 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst             # <<<<<<<<<<<<<<
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 */

#line 743 "View.MemoryView"
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 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst
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 *     cdef Py_ssize_t start, stop, step
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 */

#line 744 "View.MemoryView"
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 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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#line 748 "View.MemoryView"
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 * 
 *     for dim, index in enumerate(indices):
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#line 749 "View.MemoryView"
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#line 749 "View.MemoryView"
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#line 753 "View.MemoryView"
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#line 750 "View.MemoryView"
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 * 
 *     for dim, index in enumerate(indices):
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#line 749 "View.MemoryView"
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#line 749 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 756 "View.MemoryView"
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#line 756 "View.MemoryView"
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      /* "View.MemoryView":757
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#line 757 "View.MemoryView"
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 *             p_dst.strides[new_ndim] = 0             # <<<<<<<<<<<<<<
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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 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 762 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 763 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 764 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 766 "View.MemoryView"
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#line 767 "View.MemoryView"
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) __PYX_ERR(3, 767, __pyx_L1_error)

#line 767 "View.MemoryView"
      __Pyx_GOTREF(__pyx_t_9);

#line 767 "View.MemoryView"
      __pyx_t_1 = (__pyx_t_9 != Py_None);

#line 767 "View.MemoryView"
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

#line 767 "View.MemoryView"
      __pyx_v_have_stop = __pyx_t_1;

      /* "View.MemoryView":768
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None
 *             have_step = index.step is not None             # <<<<<<<<<<<<<<
 * 
 *             slice_memviewslice(
 */

#line 768 "View.MemoryView"
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) __PYX_ERR(3, 768, __pyx_L1_error)

#line 768 "View.MemoryView"
      __Pyx_GOTREF(__pyx_t_9);

#line 768 "View.MemoryView"
      __pyx_t_1 = (__pyx_t_9 != Py_None);

#line 768 "View.MemoryView"
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#line 768 "View.MemoryView"
      __pyx_v_have_step = __pyx_t_1;

      /* "View.MemoryView":770
 *             have_step = index.step is not None
 * 
 *             slice_memviewslice(             # <<<<<<<<<<<<<<
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
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 */

#line 770 "View.MemoryView"
      __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == ((int)-1))) __PYX_ERR(3, 770, __pyx_L1_error)

      /* "View.MemoryView":776
 *                 have_start, have_stop, have_step,
 *                 True)
 *             new_ndim += 1             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(memview, _memoryviewslice):
 */

#line 776 "View.MemoryView"
      __pyx_v_new_ndim = (__pyx_v_new_ndim + 1);

#line 776 "View.MemoryView"
    }

#line 776 "View.MemoryView"
    __pyx_L6:;

    /* "View.MemoryView":748
 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
 *             slice_memviewslice(
 */

#line 748 "View.MemoryView"
  }

#line 748 "View.MemoryView"
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":778
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */

#line 778 "View.MemoryView"
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type); 

#line 778 "View.MemoryView"
  __pyx_t_2 = (__pyx_t_1 != 0);

#line 778 "View.MemoryView"
  if (__pyx_t_2) {

    /* "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_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,
 *                                     memview.dtype_is_object)
 */

#line 780 "View.MemoryView"
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(3, 780, __pyx_L1_error) }

    /* "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"
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); __PYX_ERR(3, 781, __pyx_L1_error) }

    /* "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_3 = __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_3)) __PYX_ERR(3, 779, __pyx_L1_error)

#line 779 "View.MemoryView"
    __Pyx_GOTREF(__pyx_t_3);

#line 779 "View.MemoryView"
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(3, 779, __pyx_L1_error)

#line 779 "View.MemoryView"
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);

#line 779 "View.MemoryView"
    __pyx_t_3 = 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_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(3, 784, __pyx_L1_error)

#line 785 "View.MemoryView"
    __Pyx_GOTREF(__pyx_t_3);

    /* "View.MemoryView":784
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */

#line 784 "View.MemoryView"
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(3, 784, __pyx_L1_error)

#line 784 "View.MemoryView"
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);

#line 784 "View.MemoryView"
    __pyx_t_3 = 0;

#line 784 "View.MemoryView"
    goto __pyx_L0;

#line 784 "View.MemoryView"
  }

  /* "View.MemoryView":712
 * 
 * @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 712 "View.MemoryView"


#line 712 "View.MemoryView"
  /* function exit code */

#line 712 "View.MemoryView"
  __pyx_L1_error:;

#line 712 "View.MemoryView"
  __Pyx_XDECREF(__pyx_t_3);

#line 712 "View.MemoryView"
  __Pyx_XDECREF(__pyx_t_9);

#line 712 "View.MemoryView"
  __Pyx_AddTraceback("View.MemoryView.memview_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 712 "View.MemoryView"
  __pyx_r = 0;

#line 712 "View.MemoryView"
  __pyx_L0:;

#line 712 "View.MemoryView"
  __Pyx_XDECREF((PyObject *)__pyx_v_memviewsliceobj);

#line 712 "View.MemoryView"
  __Pyx_XDECREF(__pyx_v_index);

#line 712 "View.MemoryView"
  __Pyx_XGIVEREF((PyObject *)__pyx_r);

#line 712 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 712 "View.MemoryView"
  return __pyx_r;

#line 712 "View.MemoryView"
}

/* "View.MemoryView":809
 * 
 * @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 809 "View.MemoryView"


#line 809 "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 809 "View.MemoryView"
;
  int __pyx_v_negative_step
#line 809 "View.MemoryView"
;

#line 809 "View.MemoryView"
  int __pyx_r;

#line 809 "View.MemoryView"
  int __pyx_t_1;

#line 809 "View.MemoryView"
  int __pyx_t_2;

#line 809 "View.MemoryView"
  int __pyx_t_3;

#line 809 "View.MemoryView"
  int __pyx_lineno = 0;

#line 809 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 809 "View.MemoryView"
  int __pyx_clineno = 0;

  /* "View.MemoryView":829
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */

#line 829 "View.MemoryView"
  __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0);

#line 829 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":831
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */

#line 831 "View.MemoryView"
    __pyx_t_1 = ((__pyx_v_start < 0) != 0);

#line 831 "View.MemoryView"
    if (__pyx_t_1) {

      /* "View.MemoryView":832
 * 
 *         if start < 0:
 *             start += shape             # <<<<<<<<<<<<<<
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 */

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

      /* "View.MemoryView":831
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */

#line 831 "View.MemoryView"
    }

    /* "View.MemoryView":833
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */

#line 833 "View.MemoryView"
    __pyx_t_1 = (0 <= __pyx_v_start);

#line 833 "View.MemoryView"
    if (__pyx_t_1) {

#line 833 "View.MemoryView"
      __pyx_t_1 = (__pyx_v_start < __pyx_v_shape);

#line 833 "View.MemoryView"
    }

#line 833 "View.MemoryView"
    __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);

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

      /* "View.MemoryView":834
 *             start += shape
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)             # <<<<<<<<<<<<<<
 *     else:
 * 
 */

#line 834 "View.MemoryView"
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"Index out of bounds (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(3, 834, __pyx_L1_error)

      /* "View.MemoryView":833
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */

#line 833 "View.MemoryView"
    }

    /* "View.MemoryView":829
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */

#line 829 "View.MemoryView"
    goto __pyx_L3;

#line 829 "View.MemoryView"
  }

  /* "View.MemoryView":837
 *     else:
 * 
 *         negative_step = have_step != 0 and step < 0             # <<<<<<<<<<<<<<
 * 
 *         if have_step and step == 0:
 */

#line 837 "View.MemoryView"
  /*else*/ {

#line 837 "View.MemoryView"
    __pyx_t_1 = ((__pyx_v_have_step != 0) != 0);

#line 837 "View.MemoryView"
    if (__pyx_t_1) {

#line 837 "View.MemoryView"
    } else {

#line 837 "View.MemoryView"
      __pyx_t_2 = __pyx_t_1;

#line 837 "View.MemoryView"
      goto __pyx_L6_bool_binop_done;

#line 837 "View.MemoryView"
    }

#line 837 "View.MemoryView"
    __pyx_t_1 = ((__pyx_v_step < 0) != 0);

#line 837 "View.MemoryView"
    __pyx_t_2 = __pyx_t_1;

#line 837 "View.MemoryView"
    __pyx_L6_bool_binop_done:;

#line 837 "View.MemoryView"
    __pyx_v_negative_step = __pyx_t_2;

    /* "View.MemoryView":839
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */

#line 839 "View.MemoryView"
    __pyx_t_1 = (__pyx_v_have_step != 0);

#line 839 "View.MemoryView"
    if (__pyx_t_1) {

#line 839 "View.MemoryView"
    } else {

#line 839 "View.MemoryView"
      __pyx_t_2 = __pyx_t_1;

#line 839 "View.MemoryView"
      goto __pyx_L9_bool_binop_done;

#line 839 "View.MemoryView"
    }

#line 839 "View.MemoryView"
    __pyx_t_1 = ((__pyx_v_step == 0) != 0);

#line 839 "View.MemoryView"
    __pyx_t_2 = __pyx_t_1;

#line 839 "View.MemoryView"
    __pyx_L9_bool_binop_done:;

#line 839 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":840
 * 
 *         if have_step and step == 0:
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 840 "View.MemoryView"
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Step may not be zero (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(3, 840, __pyx_L1_error)

      /* "View.MemoryView":839
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */

#line 839 "View.MemoryView"
    }

    /* "View.MemoryView":843
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */

#line 843 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_have_start != 0);

#line 843 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":844
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */

#line 844 "View.MemoryView"
      __pyx_t_2 = ((__pyx_v_start < 0) != 0);

#line 844 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":845
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
 */

#line 845 "View.MemoryView"
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

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

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

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

          /* "View.MemoryView":847
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
 */

#line 847 "View.MemoryView"
          __pyx_v_start = 0;

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

#line 846 "View.MemoryView"
        }

        /* "View.MemoryView":844
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */

#line 844 "View.MemoryView"
        goto __pyx_L12;

#line 844 "View.MemoryView"
      }

      /* "View.MemoryView":848
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */

#line 848 "View.MemoryView"
      __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0);

#line 848 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":849
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */

#line 849 "View.MemoryView"
        __pyx_t_2 = (__pyx_v_negative_step != 0);

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

          /* "View.MemoryView":850
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
 */

#line 850 "View.MemoryView"
          __pyx_v_start = (__pyx_v_shape - 1);

          /* "View.MemoryView":849
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */

#line 849 "View.MemoryView"
          goto __pyx_L14;

#line 849 "View.MemoryView"
        }

        /* "View.MemoryView":852
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */

#line 852 "View.MemoryView"
        /*else*/ {

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

#line 852 "View.MemoryView"
        }

#line 852 "View.MemoryView"
        __pyx_L14:;

        /* "View.MemoryView":848
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */

#line 848 "View.MemoryView"
      }

#line 848 "View.MemoryView"
      __pyx_L12:;

      /* "View.MemoryView":843
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */

#line 843 "View.MemoryView"
      goto __pyx_L11;

#line 843 "View.MemoryView"
    }

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

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

#line 854 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_negative_step != 0);

#line 854 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":855
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
 */

#line 855 "View.MemoryView"
        __pyx_v_start = (__pyx_v_shape - 1);

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

#line 854 "View.MemoryView"
        goto __pyx_L15;

#line 854 "View.MemoryView"
      }

      /* "View.MemoryView":857
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
 */

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

#line 857 "View.MemoryView"
        __pyx_v_start = 0;

#line 857 "View.MemoryView"
      }

#line 857 "View.MemoryView"
      __pyx_L15:;

#line 857 "View.MemoryView"
    }

#line 857 "View.MemoryView"
    __pyx_L11:;

    /* "View.MemoryView":859
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */

#line 859 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_have_stop != 0);

#line 859 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":860
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */

#line 860 "View.MemoryView"
      __pyx_t_2 = ((__pyx_v_stop < 0) != 0);

#line 860 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":861
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
 */

#line 861 "View.MemoryView"
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":862
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */

#line 862 "View.MemoryView"
        __pyx_t_2 = ((__pyx_v_stop < 0) != 0);

#line 862 "View.MemoryView"
        if (__pyx_t_2) {

          /* "View.MemoryView":863
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
 */

#line 863 "View.MemoryView"
          __pyx_v_stop = 0;

          /* "View.MemoryView":862
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */

#line 862 "View.MemoryView"
        }

        /* "View.MemoryView":860
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */

#line 860 "View.MemoryView"
        goto __pyx_L17;

#line 860 "View.MemoryView"
      }

      /* "View.MemoryView":864
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */

#line 864 "View.MemoryView"
      __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0);

#line 864 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":865
 *                     stop = 0
 *             elif stop > shape:
 *                 stop = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */

#line 865 "View.MemoryView"
        __pyx_v_stop = __pyx_v_shape;

        /* "View.MemoryView":864
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */

#line 864 "View.MemoryView"
      }

#line 864 "View.MemoryView"
      __pyx_L17:;

      /* "View.MemoryView":859
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */

#line 859 "View.MemoryView"
      goto __pyx_L16;

#line 859 "View.MemoryView"
    }

    /* "View.MemoryView":867
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */

#line 867 "View.MemoryView"
    /*else*/ {

#line 867 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_negative_step != 0);

#line 867 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":868
 *         else:
 *             if negative_step:
 *                 stop = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 stop = shape
 */

#line 868 "View.MemoryView"
        __pyx_v_stop = -1L;

        /* "View.MemoryView":867
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */

#line 867 "View.MemoryView"
        goto __pyx_L19;

#line 867 "View.MemoryView"
      }

      /* "View.MemoryView":870
 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 *         if not have_step:
 */

#line 870 "View.MemoryView"
      /*else*/ {

#line 870 "View.MemoryView"
        __pyx_v_stop = __pyx_v_shape;

#line 870 "View.MemoryView"
      }

#line 870 "View.MemoryView"
      __pyx_L19:;

#line 870 "View.MemoryView"
    }

#line 870 "View.MemoryView"
    __pyx_L16:;

    /* "View.MemoryView":872
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */

#line 872 "View.MemoryView"
    __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0);

#line 872 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":873
 * 
 *         if not have_step:
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 873 "View.MemoryView"
      __pyx_v_step = 1;

      /* "View.MemoryView":872
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */

#line 872 "View.MemoryView"
    }

    /* "View.MemoryView":877
 * 
 *         with cython.cdivision(True):
 *             new_shape = (stop - start) // step             # <<<<<<<<<<<<<<
 * 
 *             if (stop - start) - step * new_shape:
 */

#line 877 "View.MemoryView"
    __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step);

    /* "View.MemoryView":879
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */

#line 879 "View.MemoryView"
    __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0);

#line 879 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":880
 * 
 *             if (stop - start) - step * new_shape:
 *                 new_shape += 1             # <<<<<<<<<<<<<<
 * 
 *         if new_shape < 0:
 */

#line 880 "View.MemoryView"
      __pyx_v_new_shape = (__pyx_v_new_shape + 1);

      /* "View.MemoryView":879
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */

#line 879 "View.MemoryView"
    }

    /* "View.MemoryView":882
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */

#line 882 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0);

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

      /* "View.MemoryView":883
 * 
 *         if new_shape < 0:
 *             new_shape = 0             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 883 "View.MemoryView"
      __pyx_v_new_shape = 0;

      /* "View.MemoryView":882
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */

#line 882 "View.MemoryView"
    }

    /* "View.MemoryView":886
 * 
 * 
 *         dst.strides[new_ndim] = stride * step             # <<<<<<<<<<<<<<
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset
 */

#line 886 "View.MemoryView"
    (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step);

    /* "View.MemoryView":887
 * 
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape             # <<<<<<<<<<<<<<
 *         dst.suboffsets[new_ndim] = suboffset
 * 
 */

#line 887 "View.MemoryView"
    (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape;

    /* "View.MemoryView":888
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 888 "View.MemoryView"
    (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset;

#line 888 "View.MemoryView"
  }

#line 888 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":891
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */

#line 891 "View.MemoryView"
  __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0);

#line 891 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":892
 * 
 *     if suboffset_dim[0] < 0:
 *         dst.data += start * stride             # <<<<<<<<<<<<<<
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 */

#line 892 "View.MemoryView"
    __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride));

    /* "View.MemoryView":891
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */

#line 891 "View.MemoryView"
    goto __pyx_L23;

#line 891 "View.MemoryView"
  }

  /* "View.MemoryView":894
 *         dst.data += start * stride
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride             # <<<<<<<<<<<<<<
 * 
 *     if suboffset >= 0:
 */

#line 894 "View.MemoryView"
  /*else*/ {

#line 894 "View.MemoryView"
    __pyx_t_3 = (__pyx_v_suboffset_dim[0]);

#line 894 "View.MemoryView"
    (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride));

#line 894 "View.MemoryView"
  }

#line 894 "View.MemoryView"
  __pyx_L23:;

  /* "View.MemoryView":896
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
 */

#line 896 "View.MemoryView"
  __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0);

#line 896 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":897
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 */

#line 897 "View.MemoryView"
    __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0);

#line 897 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":898
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */

#line 898 "View.MemoryView"
      __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0);

#line 898 "View.MemoryView"
      if (__pyx_t_2) {

        /* "View.MemoryView":899
 *         if not is_slice:
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "
 */

#line 899 "View.MemoryView"
        __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset);

        /* "View.MemoryView":898
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */

#line 898 "View.MemoryView"
        goto __pyx_L26;

#line 898 "View.MemoryView"
      }

      /* "View.MemoryView":901
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "             # <<<<<<<<<<<<<<
 *                                      "must be indexed and not sliced", dim)
 *         else:
 */

#line 901 "View.MemoryView"
      /*else*/ {

        /* "View.MemoryView":902
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "
 *                                      "must be indexed and not sliced", dim)             # <<<<<<<<<<<<<<
 *         else:
 *             suboffset_dim[0] = new_ndim
 */

#line 902 "View.MemoryView"
        __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"All dimensions preceding dimension %d must be indexed and not sliced"), __pyx_v_dim); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(3, 901, __pyx_L1_error)

#line 902 "View.MemoryView"
      }

#line 902 "View.MemoryView"
      __pyx_L26:;

      /* "View.MemoryView":897
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 */

#line 897 "View.MemoryView"
      goto __pyx_L25;

#line 897 "View.MemoryView"
    }

    /* "View.MemoryView":904
 *                                      "must be indexed and not sliced", dim)
 *         else:
 *             suboffset_dim[0] = new_ndim             # <<<<<<<<<<<<<<
 * 
 *     return 0
 */

#line 904 "View.MemoryView"
    /*else*/ {

#line 904 "View.MemoryView"
      (__pyx_v_suboffset_dim[0]) = __pyx_v_new_ndim;

#line 904 "View.MemoryView"
    }

#line 904 "View.MemoryView"
    __pyx_L25:;

    /* "View.MemoryView":896
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
 */

#line 896 "View.MemoryView"
  }

  /* "View.MemoryView":906
 *             suboffset_dim[0] = new_ndim
 * 
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 906 "View.MemoryView"
  __pyx_r = 0;

#line 906 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":809
 * 
 * @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 809 "View.MemoryView"


#line 809 "View.MemoryView"
  /* function exit code */

#line 809 "View.MemoryView"
  __pyx_L1_error:;

#line 809 "View.MemoryView"
  {

#line 809 "View.MemoryView"
    #ifdef WITH_THREAD
    PyGILState_STATE 
#line 809 "View.MemoryView"
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 809 "View.MemoryView"
    #endif

#line 809 "View.MemoryView"
    __Pyx_AddTraceback("View.MemoryView.slice_memviewslice", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 809 "View.MemoryView"
    #ifdef WITH_THREAD

#line 809 "View.MemoryView"
    __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 809 "View.MemoryView"
    #endif

#line 809 "View.MemoryView"
  }

#line 809 "View.MemoryView"
  __pyx_r = -1;

#line 809 "View.MemoryView"
  __pyx_L0:;

#line 809 "View.MemoryView"
  return __pyx_r;

#line 809 "View.MemoryView"
}

/* "View.MemoryView":912
 * 
 * @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 912 "View.MemoryView"


#line 912 "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 912 "View.MemoryView"
;
  Py_ssize_t __pyx_v_stride
#line 912 "View.MemoryView"
;
  Py_ssize_t __pyx_v_suboffset
#line 912 "View.MemoryView"
;
  Py_ssize_t __pyx_v_itemsize
#line 912 "View.MemoryView"
;
  char *__pyx_v_resultp
#line 912 "View.MemoryView"
;

#line 912 "View.MemoryView"
  char *__pyx_r;

#line 912 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 912 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 912 "View.MemoryView"
  int __pyx_t_2;

#line 912 "View.MemoryView"
  PyObject *__pyx_t_3 = NULL;

#line 912 "View.MemoryView"
  PyObject *__pyx_t_4 = NULL;

#line 912 "View.MemoryView"
  int __pyx_lineno = 0;

#line 912 "View.MemoryView"
  const char *__pyx_filename = NULL;

#line 912 "View.MemoryView"
  int __pyx_clineno = 0;

#line 912 "View.MemoryView"
  __Pyx_RefNannySetupContext("pybuffer_index", 0);

  /* "View.MemoryView":914
 * 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 914 "View.MemoryView"
  __pyx_v_suboffset = -1L;

  /* "View.MemoryView":915
 *                           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 915 "View.MemoryView"
  __pyx_t_1 = __pyx_v_view->itemsize;

#line 915 "View.MemoryView"
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":918
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len / itemsize
 *         stride = itemsize
 */

#line 918 "View.MemoryView"
  __pyx_t_2 = ((__pyx_v_view->ndim == 0) != 0);

#line 918 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":919
 * 
 *     if view.ndim == 0:
 *         shape = view.len / itemsize             # <<<<<<<<<<<<<<
 *         stride = itemsize
 *     else:
 */

#line 919 "View.MemoryView"
    if (unlikely(__pyx_v_itemsize == 0)) {

#line 919 "View.MemoryView"
      PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");

#line 919 "View.MemoryView"
      __PYX_ERR(3, 919, __pyx_L1_error)

#line 919 "View.MemoryView"
    }

#line 919 "View.MemoryView"
    else if (sizeof(Py_ssize_t) == sizeof(long) && (!(((Py_ssize_t)-1) > 0)) && unlikely(__pyx_v_itemsize == (Py_ssize_t)-1)  && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) {

#line 919 "View.MemoryView"
      PyErr_SetString(PyExc_OverflowError, "value too large to perform division");

#line 919 "View.MemoryView"
      __PYX_ERR(3, 919, __pyx_L1_error)

#line 919 "View.MemoryView"
    }

#line 919 "View.MemoryView"
    __pyx_v_shape = __Pyx_div_Py_ssize_t(__pyx_v_view->len, __pyx_v_itemsize);

    /* "View.MemoryView":920
 *     if view.ndim == 0:
 *         shape = view.len / itemsize
 *         stride = itemsize             # <<<<<<<<<<<<<<
 *     else:
 *         shape = view.shape[dim]
 */

#line 920 "View.MemoryView"
    __pyx_v_stride = __pyx_v_itemsize;

    /* "View.MemoryView":918
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len / itemsize
 *         stride = itemsize
 */

#line 918 "View.MemoryView"
    goto __pyx_L3;

#line 918 "View.MemoryView"
  }

  /* "View.MemoryView":922
 *         stride = itemsize
 *     else:
 *         shape = view.shape[dim]             # <<<<<<<<<<<<<<
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 */

#line 922 "View.MemoryView"
  /*else*/ {

#line 922 "View.MemoryView"
    __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]);

    /* "View.MemoryView":923
 *     else:
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]             # <<<<<<<<<<<<<<
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]
 */

#line 923 "View.MemoryView"
    __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]);

    /* "View.MemoryView":924
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
 */

#line 924 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_view->suboffsets != NULL) != 0);

#line 924 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":925
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]             # <<<<<<<<<<<<<<
 * 
 *     if index < 0:
 */

#line 925 "View.MemoryView"
      __pyx_v_suboffset = (__pyx_v_view->suboffsets[__pyx_v_dim]);

      /* "View.MemoryView":924
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
 */

#line 924 "View.MemoryView"
    }

#line 924 "View.MemoryView"
  }

#line 924 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":927
 *             suboffset = view.suboffsets[dim]
 * 
 *     if index < 0:             # <<<<<<<<<<<<<<
 *         index += view.shape[dim]
 *         if index < 0:
 */

#line 927 "View.MemoryView"
  __pyx_t_2 = ((__pyx_v_index < 0) != 0);

#line 927 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":928
 * 
 *     if index < 0:
 *         index += view.shape[dim]             # <<<<<<<<<<<<<<
 *         if index < 0:
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#line 945 "View.MemoryView"


#line 945 "View.MemoryView"
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#line 945 "View.MemoryView"
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#line 945 "View.MemoryView"
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#line 1020 "View.MemoryView"
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#line 1020 "View.MemoryView"
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#line 1020 "View.MemoryView"
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#line 1020 "View.MemoryView"
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#line 1020 "View.MemoryView"
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#line 1020 "View.MemoryView"
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#line 1020 "View.MemoryView"
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#line 1021 "View.MemoryView"
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#line 1021 "View.MemoryView"
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#line 1023 "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 1026 "View.MemoryView"
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#line 1027 "View.MemoryView"
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#line 1029 "View.MemoryView"
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#line 1029 "View.MemoryView"
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#line 1030 "View.MemoryView"
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#line 1029 "View.MemoryView"
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#line 1029 "View.MemoryView"
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#line 1032 "View.MemoryView"
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#line 1032 "View.MemoryView"
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#line 1032 "View.MemoryView"
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#line 1032 "View.MemoryView"
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#line 1034 "View.MemoryView"
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#line 1035 "View.MemoryView"
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#line 1038 "View.MemoryView"
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#line 1039 "View.MemoryView"
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#line 1039 "View.MemoryView"
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#line 1040 "View.MemoryView"
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#line 1041 "View.MemoryView"
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#line 1042 "View.MemoryView"
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#line 1040 "View.MemoryView"
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#line 1040 "View.MemoryView"
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#line 1040 "View.MemoryView"
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#line 1045 "View.MemoryView"
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#line 1045 "View.MemoryView"
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#line 1001 "View.MemoryView"
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#line 1054 "View.MemoryView"
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#line 1054 "View.MemoryView"
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#line 1065 "View.MemoryView"
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#line 1065 "View.MemoryView"
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#line 1069 "View.MemoryView"
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#line 1070 "View.MemoryView"
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#line 1076 "View.MemoryView"
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#line 1078 "View.MemoryView"
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#line 1079 "View.MemoryView"
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#line 1079 "View.MemoryView"
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#line 1079 "View.MemoryView"
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#line 1065 "View.MemoryView"


#line 1065 "View.MemoryView"
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#line 1065 "View.MemoryView"
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#line 1082 "View.MemoryView"


#line 1082 "View.MemoryView"
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#line 1082 "View.MemoryView"
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#line 1085 "View.MemoryView"
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#line 1086 "View.MemoryView"
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#line 1082 "View.MemoryView"


#line 1082 "View.MemoryView"
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/* "View.MemoryView":1089
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#line 1089 "View.MemoryView"


#line 1089 "View.MemoryView"
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_memviewslice) {
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#line 1089 "View.MemoryView"
;
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1096 "View.MemoryView"
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#line 1096 "View.MemoryView"
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#line 1096 "View.MemoryView"
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#line 1097 "View.MemoryView"
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#line 1097 "View.MemoryView"
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#line 1098 "View.MemoryView"
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#line 1098 "View.MemoryView"
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 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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#line 1096 "View.MemoryView"
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#line 1096 "View.MemoryView"
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#line 1100 "View.MemoryView"
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#line 1100 "View.MemoryView"
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 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
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#line 1101 "View.MemoryView"
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#line 1101 "View.MemoryView"
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#line 1101 "View.MemoryView"
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#line 1103 "View.MemoryView"
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#line 1105 "View.MemoryView"
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#line 1105 "View.MemoryView"
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#line 1105 "View.MemoryView"
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#line 1089 "View.MemoryView"


#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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#line 1089 "View.MemoryView"
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/* "View.MemoryView":1111
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 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
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#line 1111 "View.MemoryView"


#line 1111 "View.MemoryView"
static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) {

#line 1111 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1111 "View.MemoryView"
  int __pyx_t_1;

  /* "View.MemoryView":1112
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 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
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#line 1112 "View.MemoryView"
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#line 1112 "View.MemoryView"
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    /* "View.MemoryView":1113
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#line 1113 "View.MemoryView"
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#line 1113 "View.MemoryView"
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    /* "View.MemoryView":1112
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
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#line 1112 "View.MemoryView"
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 * 
 * @cname('__pyx_get_best_slice_order')
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#line 1115 "View.MemoryView"
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#line 1115 "View.MemoryView"
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#line 1115 "View.MemoryView"
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#line 1115 "View.MemoryView"
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  /* "View.MemoryView":1111
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
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#line 1111 "View.MemoryView"


#line 1111 "View.MemoryView"
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#line 1111 "View.MemoryView"
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#line 1111 "View.MemoryView"
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#line 1111 "View.MemoryView"
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/* "View.MemoryView":1118
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#line 1118 "View.MemoryView"


#line 1118 "View.MemoryView"
static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
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#line 1118 "View.MemoryView"
;
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#line 1118 "View.MemoryView"
;
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#line 1118 "View.MemoryView"
;

#line 1118 "View.MemoryView"
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#line 1118 "View.MemoryView"
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#line 1118 "View.MemoryView"
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#line 1118 "View.MemoryView"
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#line 1118 "View.MemoryView"
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#line 1123 "View.MemoryView"
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#line 1124 "View.MemoryView"
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 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
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#line 1126 "View.MemoryView"
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#line 1126 "View.MemoryView"
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 * 
 *     for i in range(ndim - 1, -1, -1):
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#line 1127 "View.MemoryView"
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#line 1127 "View.MemoryView"
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      /* "View.MemoryView":1128
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 * 
 */

#line 1128 "View.MemoryView"
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 *     for i in range(ndim):
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#line 1129 "View.MemoryView"
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 * 
 *     for i in range(ndim - 1, -1, -1):
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#line 1127 "View.MemoryView"
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#line 1127 "View.MemoryView"
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#line 1127 "View.MemoryView"
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 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
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#line 1131 "View.MemoryView"
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#line 1131 "View.MemoryView"
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#line 1131 "View.MemoryView"
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#line 1131 "View.MemoryView"
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 * 
 *     for i in range(ndim):
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#line 1132 "View.MemoryView"
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#line 1132 "View.MemoryView"
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#line 1133 "View.MemoryView"
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#line 1134 "View.MemoryView"
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 *     for i in range(ndim):
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#line 1132 "View.MemoryView"
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#line 1132 "View.MemoryView"
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#line 1132 "View.MemoryView"
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#line 1136 "View.MemoryView"
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#line 1136 "View.MemoryView"
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#line 1137 "View.MemoryView"
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#line 1137 "View.MemoryView"
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#line 1136 "View.MemoryView"
  }

  /* "View.MemoryView":1139
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 * 
 * @cython.cdivision(True)
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#line 1139 "View.MemoryView"
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#line 1139 "View.MemoryView"
    __pyx_r = 'F';

#line 1139 "View.MemoryView"
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#line 1139 "View.MemoryView"
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  /* "View.MemoryView":1118
 * 
 * @cname('__pyx_get_best_slice_order')
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 *     Figure out the best memory access order for a given slice.
 */

#line 1118 "View.MemoryView"


#line 1118 "View.MemoryView"
  /* function exit code */

#line 1118 "View.MemoryView"
  __pyx_L0:;

#line 1118 "View.MemoryView"
  return __pyx_r;

#line 1118 "View.MemoryView"
}

/* "View.MemoryView":1142
 * 
 * @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 1142 "View.MemoryView"


#line 1142 "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 1142 "View.MemoryView"
;
  CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent
#line 1142 "View.MemoryView"
;
  Py_ssize_t __pyx_v_dst_extent
#line 1142 "View.MemoryView"
;
  Py_ssize_t __pyx_v_src_stride
#line 1142 "View.MemoryView"
;
  Py_ssize_t __pyx_v_dst_stride
#line 1142 "View.MemoryView"
;

#line 1142 "View.MemoryView"
  int __pyx_t_1;

#line 1142 "View.MemoryView"
  int __pyx_t_2;

#line 1142 "View.MemoryView"
  int __pyx_t_3;

#line 1142 "View.MemoryView"
  Py_ssize_t __pyx_t_4;

#line 1142 "View.MemoryView"
  Py_ssize_t __pyx_t_5;

#line 1142 "View.MemoryView"
  Py_ssize_t __pyx_t_6;

  /* "View.MemoryView":1149
 * 
 *     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 1149 "View.MemoryView"
  __pyx_v_src_extent = (__pyx_v_src_shape[0]);

  /* "View.MemoryView":1150
 *     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 1150 "View.MemoryView"
  __pyx_v_dst_extent = (__pyx_v_dst_shape[0]);

  /* "View.MemoryView":1151
 *     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 1151 "View.MemoryView"
  __pyx_v_src_stride = (__pyx_v_src_strides[0]);

  /* "View.MemoryView":1152
 *     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 1152 "View.MemoryView"
  __pyx_v_dst_stride = (__pyx_v_dst_strides[0]);

  /* "View.MemoryView":1154
 *     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 1154 "View.MemoryView"
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);

#line 1154 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1155
 * 
 *     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 1155 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0);

#line 1155 "View.MemoryView"
    if (__pyx_t_2) {

#line 1155 "View.MemoryView"
    } else {

#line 1155 "View.MemoryView"
      __pyx_t_1 = __pyx_t_2;

#line 1155 "View.MemoryView"
      goto __pyx_L5_bool_binop_done;

#line 1155 "View.MemoryView"
    }

#line 1155 "View.MemoryView"
    __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0);

#line 1155 "View.MemoryView"
    if (__pyx_t_2) {

#line 1155 "View.MemoryView"
    } else {

#line 1155 "View.MemoryView"
      __pyx_t_1 = __pyx_t_2;

#line 1155 "View.MemoryView"
      goto __pyx_L5_bool_binop_done;

#line 1155 "View.MemoryView"
    }

    /* "View.MemoryView":1156
 *     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 1156 "View.MemoryView"
    __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize);

#line 1156 "View.MemoryView"
    if (__pyx_t_2) {

#line 1156 "View.MemoryView"
      __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride));

#line 1156 "View.MemoryView"
    }

#line 1156 "View.MemoryView"
    __pyx_t_3 = (__pyx_t_2 != 0);

#line 1156 "View.MemoryView"
    __pyx_t_1 = __pyx_t_3;

#line 1156 "View.MemoryView"
    __pyx_L5_bool_binop_done:;

    /* "View.MemoryView":1155
 * 
 *     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 1155 "View.MemoryView"
    if (__pyx_t_1) {

      /* "View.MemoryView":1157
 *        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 1157 "View.MemoryView"
      (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent)));

      /* "View.MemoryView":1155
 * 
 *     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 1155 "View.MemoryView"
      goto __pyx_L4;

#line 1155 "View.MemoryView"
    }

    /* "View.MemoryView":1159
 *            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 1159 "View.MemoryView"
    /*else*/ {

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

#line 1159 "View.MemoryView"
      __pyx_t_5 = __pyx_t_4;

#line 1159 "View.MemoryView"
      for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {

#line 1159 "View.MemoryView"
        __pyx_v_i = __pyx_t_6;

        /* "View.MemoryView":1160
 *        else:
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                src_data += src_stride
 *                dst_data += dst_stride
 */

#line 1160 "View.MemoryView"
        (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize));

        /* "View.MemoryView":1161
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride             # <<<<<<<<<<<<<<
 *                dst_data += dst_stride
 *     else:
 */

#line 1161 "View.MemoryView"
        __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

        /* "View.MemoryView":1162
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 *                dst_data += dst_stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(dst_extent):
 */

#line 1162 "View.MemoryView"
        __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);

#line 1162 "View.MemoryView"
      }

#line 1162 "View.MemoryView"
    }

#line 1162 "View.MemoryView"
    __pyx_L4:;

    /* "View.MemoryView":1154
 *     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 1154 "View.MemoryView"
    goto __pyx_L3;

#line 1154 "View.MemoryView"
  }

  /* "View.MemoryView":1164
 *                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 1164 "View.MemoryView"
  /*else*/ {

#line 1164 "View.MemoryView"
    __pyx_t_4 = __pyx_v_dst_extent;

#line 1164 "View.MemoryView"
    __pyx_t_5 = __pyx_t_4;

#line 1164 "View.MemoryView"
    for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {

#line 1164 "View.MemoryView"
      __pyx_v_i = __pyx_t_6;

      /* "View.MemoryView":1165
 *     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 1165 "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":1169
 *                                      src_shape + 1, dst_shape + 1,
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride             # <<<<<<<<<<<<<<
 *             dst_data += dst_stride
 * 
 */

#line 1169 "View.MemoryView"
      __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

      /* "View.MemoryView":1170
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride
 *             dst_data += dst_stride             # <<<<<<<<<<<<<<
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
 */

#line 1170 "View.MemoryView"
      __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);

#line 1170 "View.MemoryView"
    }

#line 1170 "View.MemoryView"
  }

#line 1170 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":1142
 * 
 * @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 1142 "View.MemoryView"


#line 1142 "View.MemoryView"
  /* function exit code */

#line 1142 "View.MemoryView"
}

/* "View.MemoryView":1172
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

#line 1172 "View.MemoryView"


#line 1172 "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":1175
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 *     _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides,             # <<<<<<<<<<<<<<
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 */

#line 1175 "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":1172
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

#line 1172 "View.MemoryView"


#line 1172 "View.MemoryView"
  /* function exit code */

#line 1172 "View.MemoryView"
}

/* "View.MemoryView":1179
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) 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 1179 "View.MemoryView"


#line 1179 "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 1179 "View.MemoryView"
;
  Py_ssize_t __pyx_v_size
#line 1179 "View.MemoryView"
;

#line 1179 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1179 "View.MemoryView"
  Py_ssize_t __pyx_t_1;

#line 1179 "View.MemoryView"
  Py_ssize_t *__pyx_t_2;

#line 1179 "View.MemoryView"
  Py_ssize_t *__pyx_t_3;

#line 1179 "View.MemoryView"
  Py_ssize_t *__pyx_t_4;

  /* "View.MemoryView":1181
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) 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 1181 "View.MemoryView"
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;

#line 1181 "View.MemoryView"
  __pyx_v_size = __pyx_t_1;

  /* "View.MemoryView":1183
 *     cdef Py_ssize_t shape, size = src.memview.view.itemsize
 * 
 *     for shape in src.shape[:ndim]:             # <<<<<<<<<<<<<<
 *         size *= shape
 * 
 */

#line 1183 "View.MemoryView"
  __pyx_t_3 = (__pyx_v_src->shape + __pyx_v_ndim);

#line 1183 "View.MemoryView"
  for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) {

#line 1183 "View.MemoryView"
    __pyx_t_2 = __pyx_t_4;

#line 1183 "View.MemoryView"
    __pyx_v_shape = (__pyx_t_2[0]);

    /* "View.MemoryView":1184
 * 
 *     for shape in src.shape[:ndim]:
 *         size *= shape             # <<<<<<<<<<<<<<
 * 
 *     return size
 */

#line 1184 "View.MemoryView"
    __pyx_v_size = (__pyx_v_size * __pyx_v_shape);

#line 1184 "View.MemoryView"
  }

  /* "View.MemoryView":1186
 *         size *= shape
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
 */

#line 1186 "View.MemoryView"
  __pyx_r = __pyx_v_size;

#line 1186 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1179
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) 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 1179 "View.MemoryView"


#line 1179 "View.MemoryView"
  /* function exit code */

#line 1179 "View.MemoryView"
  __pyx_L0:;

#line 1179 "View.MemoryView"
  return __pyx_r;

#line 1179 "View.MemoryView"
}

/* "View.MemoryView":1189
 * 
 * @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) nogil:
 */

#line 1189 "View.MemoryView"


#line 1189 "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 1189 "View.MemoryView"
;

#line 1189 "View.MemoryView"
  Py_ssize_t __pyx_r;

#line 1189 "View.MemoryView"
  int __pyx_t_1;

#line 1189 "View.MemoryView"
  int __pyx_t_2;

#line 1189 "View.MemoryView"
  int __pyx_t_3;

#line 1189 "View.MemoryView"
  int __pyx_t_4;

  /* "View.MemoryView":1198
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */

#line 1198 "View.MemoryView"
  __pyx_t_1 = ((__pyx_v_order == 'F') != 0);

#line 1198 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1199
 * 
 *     if order == 'F':
 *         for idx in range(ndim):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
 */

#line 1199 "View.MemoryView"
    __pyx_t_2 = __pyx_v_ndim;

#line 1199 "View.MemoryView"
    __pyx_t_3 = __pyx_t_2;

#line 1199 "View.MemoryView"
    for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {

#line 1199 "View.MemoryView"
      __pyx_v_idx = __pyx_t_4;

      /* "View.MemoryView":1200
 *     if order == 'F':
 *         for idx in range(ndim):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 *     else:
 */

#line 1200 "View.MemoryView"
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1201
 *         for idx in range(ndim):
 *             strides[idx] = stride
 *             stride *= shape[idx]             # <<<<<<<<<<<<<<
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 */

#line 1201 "View.MemoryView"
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));

#line 1201 "View.MemoryView"
    }

    /* "View.MemoryView":1198
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */

#line 1198 "View.MemoryView"
    goto __pyx_L3;

#line 1198 "View.MemoryView"
  }

  /* "View.MemoryView":1203
 *             stride *= shape[idx]
 *     else:
 *         for idx in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride *= shape[idx]
 */

#line 1203 "View.MemoryView"
  /*else*/ {

#line 1203 "View.MemoryView"
    for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) {

#line 1203 "View.MemoryView"
      __pyx_v_idx = __pyx_t_2;

      /* "View.MemoryView":1204
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride *= shape[idx]
 * 
 */

#line 1204 "View.MemoryView"
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1205
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride
 *             stride *= shape[idx]             # <<<<<<<<<<<<<<
 * 
 *     return stride
 */

#line 1205 "View.MemoryView"
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));

#line 1205 "View.MemoryView"
    }

#line 1205 "View.MemoryView"
  }

#line 1205 "View.MemoryView"
  __pyx_L3:;

  /* "View.MemoryView":1207
 *             stride *= shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 */

#line 1207 "View.MemoryView"
  __pyx_r = __pyx_v_stride;

#line 1207 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1189
 * 
 * @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) nogil:
 */

#line 1189 "View.MemoryView"


#line 1189 "View.MemoryView"
  /* function exit code */

#line 1189 "View.MemoryView"
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#line 1189 "View.MemoryView"
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/* "View.MemoryView":1210
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#line 1210 "View.MemoryView"


#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1210 "View.MemoryView"
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#line 1221 "View.MemoryView"
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#line 1221 "View.MemoryView"
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#line 1222 "View.MemoryView"
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#line 1224 "View.MemoryView"
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#line 1225 "View.MemoryView"
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#line 1226 "View.MemoryView"
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#line 1225 "View.MemoryView"
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#line 1229 "View.MemoryView"
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#line 1230 "View.MemoryView"
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#line 1230 "View.MemoryView"
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#line 1231 "View.MemoryView"
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#line 1233 "View.MemoryView"
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#line 1235 "View.MemoryView"
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#line 1240 "View.MemoryView"
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#line 1240 "View.MemoryView"
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#line 1243 "View.MemoryView"
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#line 1243 "View.MemoryView"
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#line 1243 "View.MemoryView"
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#line 1243 "View.MemoryView"
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#line 1246 "View.MemoryView"
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#line 1246 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1286 "View.MemoryView"
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#line 1288 "View.MemoryView"
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#line 1295 "View.MemoryView"
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#line 1295 "View.MemoryView"
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#line 1299 "View.MemoryView"
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#line 1294 "View.MemoryView"
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#line 1301 "View.MemoryView"
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#line 1307 "View.MemoryView"
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);

      /* "View.MemoryView":1306
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */

#line 1306 "View.MemoryView"
    }

    /* "View.MemoryView":1309
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */

#line 1309 "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(3, 1309, __pyx_L1_error)

#line 1309 "View.MemoryView"
    __pyx_v_tmpdata = __pyx_t_7;

    /* "View.MemoryView":1310
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */

#line 1310 "View.MemoryView"
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1304
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */

#line 1304 "View.MemoryView"
  }

  /* "View.MemoryView":1312
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1312 "View.MemoryView"
  __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0);

#line 1312 "View.MemoryView"
  if (__pyx_t_2) {

    /* "View.MemoryView":1315
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */

#line 1315 "View.MemoryView"
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim) != 0);

#line 1315 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1316
 * 
 *         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 1316 "View.MemoryView"
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim);

      /* "View.MemoryView":1315
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */

#line 1315 "View.MemoryView"
      goto __pyx_L12;

#line 1315 "View.MemoryView"
    }

    /* "View.MemoryView":1317
 *         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 1317 "View.MemoryView"
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0);

#line 1317 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1318
 *             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 1318 "View.MemoryView"
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim);

      /* "View.MemoryView":1317
 *         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 1317 "View.MemoryView"
    }

#line 1317 "View.MemoryView"
    __pyx_L12:;

    /* "View.MemoryView":1320
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */

#line 1320 "View.MemoryView"
    __pyx_t_2 = (__pyx_v_direct_copy != 0);

#line 1320 "View.MemoryView"
    if (__pyx_t_2) {

      /* "View.MemoryView":1322
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 */

#line 1322 "View.MemoryView"
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1323
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 */

#line 1323 "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":1324
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
 */

#line 1324 "View.MemoryView"
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1325
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
 */

#line 1325 "View.MemoryView"
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1326
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
 */

#line 1326 "View.MemoryView"
      __pyx_r = 0;

#line 1326 "View.MemoryView"
      goto __pyx_L0;

      /* "View.MemoryView":1320
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */

#line 1320 "View.MemoryView"
    }

    /* "View.MemoryView":1312
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1312 "View.MemoryView"
  }

  /* "View.MemoryView":1328
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1328 "View.MemoryView"
  __pyx_t_2 = (__pyx_v_order == 'F');

#line 1328 "View.MemoryView"
  if (__pyx_t_2) {

#line 1328 "View.MemoryView"
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));

#line 1328 "View.MemoryView"
  }

#line 1328 "View.MemoryView"
  __pyx_t_8 = (__pyx_t_2 != 0);

#line 1328 "View.MemoryView"
  if (__pyx_t_8) {

    /* "View.MemoryView":1331
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */

#line 1331 "View.MemoryView"
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)0))) __PYX_ERR(3, 1331, __pyx_L1_error)

    /* "View.MemoryView":1332
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 */

#line 1332 "View.MemoryView"
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)0))) __PYX_ERR(3, 1332, __pyx_L1_error)

    /* "View.MemoryView":1328
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1328 "View.MemoryView"
  }

  /* "View.MemoryView":1334
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 */

#line 1334 "View.MemoryView"
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1335
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 */

#line 1335 "View.MemoryView"
  copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1336
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
 */

#line 1336 "View.MemoryView"
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1338
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */

#line 1338 "View.MemoryView"
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1339
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 */

#line 1339 "View.MemoryView"
  __pyx_r = 0;

#line 1339 "View.MemoryView"
  goto __pyx_L0;

  /* "View.MemoryView":1270
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

#line 1270 "View.MemoryView"


#line 1270 "View.MemoryView"
  /* function exit code */

#line 1270 "View.MemoryView"
  __pyx_L1_error:;

#line 1270 "View.MemoryView"
  {

#line 1270 "View.MemoryView"
    #ifdef WITH_THREAD
    PyGILState_STATE 
#line 1270 "View.MemoryView"
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1270 "View.MemoryView"
    #endif

#line 1270 "View.MemoryView"
    __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename);

#line 1270 "View.MemoryView"
    #ifdef WITH_THREAD

#line 1270 "View.MemoryView"
    __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 1270 "View.MemoryView"
    #endif

#line 1270 "View.MemoryView"
  }

#line 1270 "View.MemoryView"
  __pyx_r = -1;

#line 1270 "View.MemoryView"
  __pyx_L0:;

#line 1270 "View.MemoryView"
  return __pyx_r;

#line 1270 "View.MemoryView"
}

/* "View.MemoryView":1342
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

#line 1342 "View.MemoryView"


#line 1342 "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 1342 "View.MemoryView"
;
  int __pyx_v_offset
#line 1342 "View.MemoryView"
;

#line 1342 "View.MemoryView"
  int __pyx_t_1;

#line 1342 "View.MemoryView"
  int __pyx_t_2;

#line 1342 "View.MemoryView"
  int __pyx_t_3;

  /* "View.MemoryView":1346
 *                             int ndim_other) nogil:
 *     cdef int i
 *     cdef int offset = ndim_other - ndim             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */

#line 1346 "View.MemoryView"
  __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim);

  /* "View.MemoryView":1348
 *     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 1348 "View.MemoryView"
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {

#line 1348 "View.MemoryView"
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1349
 * 
 *     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 1349 "View.MemoryView"
    (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]);

    /* "View.MemoryView":1350
 *     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 1350 "View.MemoryView"
    (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]);

    /* "View.MemoryView":1351
 *         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 1351 "View.MemoryView"
    (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);

#line 1351 "View.MemoryView"
  }

  /* "View.MemoryView":1353
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 */

#line 1353 "View.MemoryView"
  __pyx_t_1 = __pyx_v_offset;

#line 1353 "View.MemoryView"
  __pyx_t_2 = __pyx_t_1;

#line 1353 "View.MemoryView"
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {

#line 1353 "View.MemoryView"
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1354
 * 
 *     for i in range(offset):
 *         mslice.shape[i] = 1             # <<<<<<<<<<<<<<
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1
 */

#line 1354 "View.MemoryView"
    (__pyx_v_mslice->shape[__pyx_v_i]) = 1;

    /* "View.MemoryView":1355
 *     for i in range(offset):
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i] = -1
 * 
 */

#line 1355 "View.MemoryView"
    (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]);

    /* "View.MemoryView":1356
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
 */

#line 1356 "View.MemoryView"
    (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L;

#line 1356 "View.MemoryView"
  }

  /* "View.MemoryView":1342
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

#line 1342 "View.MemoryView"


#line 1342 "View.MemoryView"
  /* function exit code */

#line 1342 "View.MemoryView"
}

/* "View.MemoryView":1364
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

#line 1364 "View.MemoryView"


#line 1364 "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) {

#line 1364 "View.MemoryView"
  int __pyx_t_1;

  /* "View.MemoryView":1368
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */

#line 1368 "View.MemoryView"
  __pyx_t_1 = (__pyx_v_dtype_is_object != 0);

#line 1368 "View.MemoryView"
  if (__pyx_t_1) {

    /* "View.MemoryView":1369
 * 
 *     if dtype_is_object:
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,             # <<<<<<<<<<<<<<
 *                                            dst.strides, ndim, inc)
 * 
 */

#line 1369 "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":1368
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */

#line 1368 "View.MemoryView"
  }

  /* "View.MemoryView":1364
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

#line 1364 "View.MemoryView"


#line 1364 "View.MemoryView"
  /* function exit code */

#line 1364 "View.MemoryView"
}

/* "View.MemoryView":1373
 * 
 * @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) with gil:
 */

#line 1373 "View.MemoryView"


#line 1373 "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 1373 "View.MemoryView"
  __Pyx_RefNannyDeclarations

#line 1373 "View.MemoryView"
  #ifdef WITH_THREAD
  PyGILState_STATE 
#line 1373 "View.MemoryView"
__pyx_gilstate_save = __Pyx_PyGILState_Ensure();

#line 1373 "View.MemoryView"
  #endif

#line 1373 "View.MemoryView"
  __Pyx_RefNannySetupContext("refcount_objects_in_slice_with_gil", 0);

  /* "View.MemoryView":1376
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 */

#line 1376 "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":1373
 * 
 * @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) with gil:
 */

#line 1373 "View.MemoryView"


#line 1373 "View.MemoryView"
  /* function exit code */

#line 1373 "View.MemoryView"
  __Pyx_RefNannyFinishContext();

#line 1373 "View.MemoryView"
  #ifdef WITH_THREAD

#line 1373 "View.MemoryView"
  __Pyx_PyGILState_Release(__pyx_gilstate_save);

#line 1373 "View.MemoryView"
  #endif

#line 1373 "View.MemoryView"
}

/* "View.MemoryView":1379
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
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#line 1379 "View.MemoryView"


#line 1379 "View.MemoryView"
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#line 1383 "View.MemoryView"
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#line 1384 "View.MemoryView"
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#line 1385 "View.MemoryView"
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#line 1390 "View.MemoryView"
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#line 1391 "View.MemoryView"
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#line 1379 "View.MemoryView"
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#line 1399 "View.MemoryView"


#line 1399 "View.MemoryView"
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#line 1402 "View.MemoryView"
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#line 1403 "View.MemoryView"
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#line 1405 "View.MemoryView"
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#line 1399 "View.MemoryView"


#line 1399 "View.MemoryView"
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#line 1399 "View.MemoryView"
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/* "View.MemoryView":1409
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#line 1409 "View.MemoryView"


#line 1409 "View.MemoryView"
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#line 1409 "View.MemoryView"
;
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#line 1409 "View.MemoryView"
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#line 1409 "View.MemoryView"
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#line 1409 "View.MemoryView"
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#line 1409 "View.MemoryView"
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#line 1409 "View.MemoryView"
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#line 1409 "View.MemoryView"
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#line 1413 "View.MemoryView"
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#line 1414 "View.MemoryView"
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#line 1416 "View.MemoryView"
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#line 1416 "View.MemoryView"
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#line 1417 "View.MemoryView"
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#line 1417 "View.MemoryView"
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#line 1417 "View.MemoryView"
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#line 1417 "View.MemoryView"
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#line 1418 "View.MemoryView"
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#line 1419 "View.MemoryView"
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#line 1419 "View.MemoryView"
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#line 1421 "View.MemoryView"
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#line 1421 "View.MemoryView"
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#line 1421 "View.MemoryView"
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#line 1422 "View.MemoryView"
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#line 1424 "View.MemoryView"
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#line 1424 "View.MemoryView"
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#line 1409 "View.MemoryView"


#line 1409 "View.MemoryView"
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  return __pyx_r;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitRecord __pyx_vtable_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *__pyx_freelist_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[50000];

#line 11 "(tree fragment)"
static int __pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord = 0;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p;

#line 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord)) & ((t->tp_flags & (Py_TPFLAGS_IS_ABSTRACT | Py_TPFLAGS_HEAPTYPE)) == 0))) {

#line 11 "(tree fragment)"
    o = (PyObject*)__pyx_freelist_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[--__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord];

#line 11 "(tree fragment)"
    memset(o, 0, sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord));

#line 11 "(tree fragment)"
    (void) PyObject_INIT(o, t);

#line 11 "(tree fragment)"
    PyObject_GC_Track(o);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {

#line 11 "(tree fragment)"
      o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
    } else {

#line 11 "(tree fragment)"
      o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 11 "(tree fragment)"
    }

#line 11 "(tree fragment)"
    if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o);

#line 11 "(tree fragment)"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitRecord;

#line 11 "(tree fragment)"
  p->seed_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->experimental = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->theoretical = ((struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->monoisotopic_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->data = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->seed_peak);

#line 11 "(tree fragment)"
  Py_CLEAR(p->experimental);

#line 11 "(tree fragment)"
  Py_CLEAR(p->theoretical);

#line 11 "(tree fragment)"
  Py_CLEAR(p->monoisotopic_peak);

#line 11 "(tree fragment)"
  Py_CLEAR(p->data);

#line 11 "(tree fragment)"
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_12ms_deisotope_2_c_7scoring_IsotopicFitRecord < 50000) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord)) & ((Py_TYPE(o)->tp_flags & (Py_TPFLAGS_IS_ABSTRACT | Py_TPFLAGS_HEAPTYPE)) == 0))) {

#line 11 "(tree fragment)"
    __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 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;

#line 11 "(tree fragment)"
  if (p->seed_peak) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->seed_peak), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->experimental) {

#line 11 "(tree fragment)"
    e = (*v)(p->experimental, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->theoretical) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->theoretical), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->monoisotopic_peak) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->monoisotopic_peak), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->data) {

#line 11 "(tree fragment)"
    e = (*v)(p->data, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *)o;

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->seed_peak);

#line 11 "(tree fragment)"
  p->seed_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->experimental);

#line 11 "(tree fragment)"
  p->experimental = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->theoretical);

#line 11 "(tree fragment)"
  p->theoretical = ((struct __pyx_obj_12ms_deisotope_2_c_9averagine_TheoreticalIsotopicPattern *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->monoisotopic_peak);

#line 11 "(tree fragment)"
  p->monoisotopic_peak = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_FittedPeak *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->data);

#line 11 "(tree fragment)"
  p->data = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_npeaks(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6npeaks_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9seed_peak_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5score_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6charge_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12experimental_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11theoretical_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17monoisotopic_peak_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12missed_peaks_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4data_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5_hash_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[] = {

#line 11 "(tree fragment)"
  {"clone", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_3clone, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_2clone},

#line 11 "(tree fragment)"
  {"__reduce__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_5__reduce__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_4__reduce__},

#line 11 "(tree fragment)"
  {"_eq", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_7_eq, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_6_eq},

#line 11 "(tree fragment)"
  {"_ne", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_9_ne, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_8_ne},

#line 11 "(tree fragment)"
  {"_lt", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_11_lt, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_10_lt},

#line 11 "(tree fragment)"
  {"_gt", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_13_gt, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_12_gt},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord[] = {

#line 11 "(tree fragment)"
  {(char *)"npeaks", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_npeaks, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"seed_peak", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_seed_peak, (char *)"seed_peak: ms_peak_picker._c.peak_set.FittedPeak", 0},

#line 11 "(tree fragment)"
  {(char *)"score", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_score, (char *)"score: 'double'", 0},

#line 11 "(tree fragment)"
  {(char *)"charge", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_charge, (char *)"charge: 'int'", 0},

#line 11 "(tree fragment)"
  {(char *)"experimental", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_experimental, (char *)"experimental: list", 0},

#line 11 "(tree fragment)"
  {(char *)"theoretical", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_theoretical, (char *)"theoretical: ms_deisotope._c.averagine.TheoreticalIsotopicPattern", 0},

#line 11 "(tree fragment)"
  {(char *)"monoisotopic_peak", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_monoisotopic_peak, (char *)"monoisotopic_peak: ms_peak_picker._c.peak_set.FittedPeak", 0},

#line 11 "(tree fragment)"
  {(char *)"missed_peaks", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_missed_peaks, (char *)"missed_peaks: 'int'", 0},

#line 11 "(tree fragment)"
  {(char *)"data", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_data, (char *)"data: object", 0},

#line 11 "(tree fragment)"
  {(char *)"_hash", __pyx_getprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash, __pyx_setprop_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord__hash, (char *)"_hash: 'Py_hash_t'", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitRecord = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.IsotopicFitRecord", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_22__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_17__hash__, /*tp_hash*/

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "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 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_clear*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_15__richcmp__, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_19__iter__, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_17IsotopicFitRecord_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitRecord, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase __pyx_vtable_12ms_deisotope_2_c_7scoring_FitSelectorBase;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *p;

#line 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {

#line 11 "(tree fragment)"
    o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)o);

#line 11 "(tree fragment)"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase(PyObject *o) {

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13minimum_score_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase[] = {

#line 11 "(tree fragment)"
  {"__reduce__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_3__reduce__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_15FitSelectorBase_2__reduce__},

#line 11 "(tree fragment)"
  {"best", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_5best, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_15FitSelectorBase_4best},

#line 11 "(tree fragment)"
  {"reject", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_9reject, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_15FitSelectorBase_8reject},

#line 11 "(tree fragment)"
  {"reject_score", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_11reject_score, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_15FitSelectorBase_10reject_score},

#line 11 "(tree fragment)"
  {"is_maximizing", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_13is_maximizing, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_15FitSelectorBase_12is_maximizing},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase[] = {

#line 11 "(tree fragment)"
  {(char *)"minimum_score", __pyx_getprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score, __pyx_setprop_12ms_deisotope_2_c_7scoring_15FitSelectorBase_minimum_score, (char *)"minimum_score: 'double'", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_FitSelectorBase = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.FitSelectorBase", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__, /*tp_call*/

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/

#line 11 "(tree fragment)"
  "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 11 "(tree fragment)"
  0, /*tp_traverse*/

#line 11 "(tree fragment)"
  0, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase __pyx_vtable_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p;

#line 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {

#line 11 "(tree fragment)"
    o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o);

#line 11 "(tree fragment)"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;

#line 11 "(tree fragment)"
  p->select = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->select);

#line 11 "(tree fragment)"
  (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;

#line 11 "(tree fragment)"
  if (p->select) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->select), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *)o;

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->select);

#line 11 "(tree fragment)"
  p->select = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6select_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase[] = {

#line 11 "(tree fragment)"
  {"__reduce__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_3__reduce__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_2__reduce__},

#line 11 "(tree fragment)"
  {"__getstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_5__getstate__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_4__getstate__},

#line 11 "(tree fragment)"
  {"__setstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_7__setstate__, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_6__setstate__},

#line 11 "(tree fragment)"
  {"evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_9evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_8evaluate},

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_11_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_10_evaluate},

#line 11 "(tree fragment)"
  {"reject", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_15reject, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_14reject},

#line 11 "(tree fragment)"
  {"reject_score", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_17reject_score, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_16reject_score},

#line 11 "(tree fragment)"
  {"is_maximizing", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_19is_maximizing, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_18is_maximizing},

#line 11 "(tree fragment)"
  {"_configure", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_21_configure, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_20_configure},

#line 11 "(tree fragment)"
  {"configure", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_23configure, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_22configure},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase[] = {

#line 11 "(tree fragment)"
  {(char *)"select", __pyx_getprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select, __pyx_setprop_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_select, (char *)"select: ms_deisotope._c.scoring.FitSelectorBase", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_IsotopicFitterBase = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.IsotopicFitterBase", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "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 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_LeastSquaresFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_LeastSquaresFitter;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter[] = {

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_18LeastSquaresFitter_1_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_18LeastSquaresFitter__evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_LeastSquaresFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.LeastSquaresFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_LeastSquaresFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "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 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_LeastSquaresFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_init*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_LeastSquaresFitter, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_GTestFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_GTestFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_GTestFitter;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter[] = {

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_11GTestFitter_1_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_11GTestFitter__evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_GTestFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.GTestFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_GTestFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "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    ", /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_GTestFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_GTestFitter, /*tp_new*/

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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledGTestFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledGTestFitter;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter[] = {

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_17ScaledGTestFitter_1_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_17ScaledGTestFitter__evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ScaledGTestFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.ScaledGTestFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "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 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledGTestFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #else

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  0, /*tp_init*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledGTestFitter, /*tp_new*/

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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MSDeconVFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MSDeconVFitter;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_mass_error_tolerance(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_20mass_error_tolerance_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter[] = {

#line 11 "(tree fragment)"
  {"evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_3evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_2evaluate},

#line 11 "(tree fragment)"
  {"__reduce__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_5__reduce__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_4__reduce__},

#line 11 "(tree fragment)"
  {"__getstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_7__getstate__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_6__getstate__},

#line 11 "(tree fragment)"
  {"__setstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_9__setstate__, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_8__setstate__},

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_11_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_10_evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter[] = {

#line 11 "(tree fragment)"
  {(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 *)"mass_error_tolerance: 'double'", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.MSDeconVFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MSDeconVFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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  0, /*tp_as_async*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "MSDeconVFitter(minimum_score=10, mass_error_tolerance=0.02)\nAn implementation of the scoring function used in :title-reference:`MSDeconV`\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 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_14MSDeconVFitter_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_MSDeconVFitter, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_mass_error_tolerance(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_20mass_error_tolerance_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_14penalty_factor_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter[] = {

#line 11 "(tree fragment)"
  {"__reduce__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_3__reduce__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_2__reduce__},

#line 11 "(tree fragment)"
  {"__getstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_5__getstate__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_4__getstate__},

#line 11 "(tree fragment)"
  {"__setstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_7__setstate__, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_6__setstate__},

#line 11 "(tree fragment)"
  {"evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_9evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_8evaluate},

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_11_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_10_evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter[] = {

#line 11 "(tree fragment)"
  {(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 *)"mass_error_tolerance: 'double'", 0},

#line 11 "(tree fragment)"
  {(char *)"penalty_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_penalty_factor, (char *)"penalty_factor: 'double'", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.PenalizedMSDeconVFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "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 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FunctionScorer __pyx_vtable_12ms_deisotope_2_c_7scoring_FunctionScorer;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer;

#line 11 "(tree fragment)"
  p->function = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->function);

#line 11 "(tree fragment)"
  PyObject_GC_Track(o);

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;

#line 11 "(tree fragment)"
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;

#line 11 "(tree fragment)"
  if (p->function) {

#line 11 "(tree fragment)"
    e = (*v)(p->function, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer *)o;

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->function);

#line 11 "(tree fragment)"
  p->function = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer[] = {

#line 11 "(tree fragment)"
  {"__getstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_3__getstate__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_2__getstate__},

#line 11 "(tree fragment)"
  {"__setstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_5__setstate__, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_4__setstate__},

#line 11 "(tree fragment)"
  {"__reduce__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_7__reduce__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_6__reduce__},

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_9_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_14FunctionScorer_8_evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.FunctionScorer", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FunctionScorer), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "FunctionScorer(function, minimum_score=10, selector_type=MaximizeFitSelector)", /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_14FunctionScorer_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_FunctionScorer, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_InterferenceDetection __pyx_vtable_12ms_deisotope_2_c_7scoring_InterferenceDetection;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p;

#line 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {

#line 11 "(tree fragment)"
    o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o);

#line 11 "(tree fragment)"
  p->__pyx_vtab = __pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection;

#line 11 "(tree fragment)"
  p->peaklist = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->peaklist);

#line 11 "(tree fragment)"
  (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;

#line 11 "(tree fragment)"
  if (p->peaklist) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->peaklist), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)o;

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->peaklist);

#line 11 "(tree fragment)"
  p->peaklist = ((struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_8peaklist_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection[] = {

#line 11 "(tree fragment)"
  {"__reduce__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_3__reduce__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_2__reduce__},

#line 11 "(tree fragment)"
  {"__getstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_5__getstate__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_4__getstate__},

#line 11 "(tree fragment)"
  {"__setstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_7__setstate__, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_21InterferenceDetection_6__setstate__},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection[] = {

#line 11 "(tree fragment)"
  {(char *)"peaklist", __pyx_getprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist, __pyx_setprop_12ms_deisotope_2_c_7scoring_21InterferenceDetection_peaklist, (char *)"peaklist: ms_peak_picker._c.peak_set.PeakSet", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.InterferenceDetection", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_9__call__, /*tp_call*/

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "InterferenceDetection(PeakSet peaklist)", /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_21InterferenceDetection_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_InterferenceDetection, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DistinctPatternFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;

#line 11 "(tree fragment)"
  p->interference_detector = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->g_test_scaled = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->interference_detector);

#line 11 "(tree fragment)"
  Py_CLEAR(p->g_test_scaled);

#line 11 "(tree fragment)"
  PyObject_GC_Track(o);

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;

#line 11 "(tree fragment)"
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;

#line 11 "(tree fragment)"
  if (p->interference_detector) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->interference_detector), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->g_test_scaled) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->g_test_scaled), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter *)o;

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->interference_detector);

#line 11 "(tree fragment)"
  p->interference_detector = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_InterferenceDetection *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->g_test_scaled);

#line 11 "(tree fragment)"
  p->g_test_scaled = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledGTestFitter *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_21interference_detector_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_g_test_scaled(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_13g_test_scaled_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_peak_count_scale(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_16peak_count_scale_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_12domain_scale_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter[] = {

#line 11 "(tree fragment)"
  {"__getstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_3__getstate__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_2__getstate__},

#line 11 "(tree fragment)"
  {"__setstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_5__setstate__, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_4__setstate__},

#line 11 "(tree fragment)"
  {"_configure", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_7_configure, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_6_configure},

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_9_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_8_evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter[] = {

#line 11 "(tree fragment)"
  {(char *)"interference_detector", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_interference_detector, (char *)"interference_detector: ms_deisotope._c.scoring.InterferenceDetection", 0},

#line 11 "(tree fragment)"
  {(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 *)"g_test_scaled: ms_deisotope._c.scoring.ScaledGTestFitter", 0},

#line 11 "(tree fragment)"
  {(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 *)"peak_count_scale: 'double'", 0},

#line 11 "(tree fragment)"
  {(char *)"domain_scale", __pyx_getprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale, __pyx_setprop_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_domain_scale, (char *)"domain_scale: 'double'", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.DistinctPatternFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DistinctPatternFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "DistinctPatternFitter(minimum_score=0.3, peak_count_scale=1.5, domain_scale=100.)", /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_DistinctPatternFitter, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;

#line 11 "(tree fragment)"
  p->scorer = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->scorer);

#line 11 "(tree fragment)"
  PyObject_GC_Track(o);

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;

#line 11 "(tree fragment)"
  e = __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o, v, a); if (e) return e;

#line 11 "(tree fragment)"
  if (p->scorer) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->scorer), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *)o;

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(o);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->scorer);

#line 11 "(tree fragment)"
  p->scorer = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter *)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_penalty_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_14penalty_factor_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_12scale_factor_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_SetString(PyExc_NotImplementedError, "__del__");

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_3__set__(o, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    return __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6scorer_5__del__(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter[] = {

#line 11 "(tree fragment)"
  {"__getstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_3__getstate__, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_2__getstate__},

#line 11 "(tree fragment)"
  {"__setstate__", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_5__setstate__, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_4__setstate__},

#line 11 "(tree fragment)"
  {"_calculate_scale_factor", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_7_calculate_scale_factor, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_6_calculate_scale_factor},

#line 11 "(tree fragment)"
  {"evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_9evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_8evaluate},

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_11_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_10_evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter[] = {

#line 11 "(tree fragment)"
  {(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 11 "(tree fragment)"
  {(char *)"scale_factor", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_factor, (char *)"scale_factor: 'double'", 0},

#line 11 "(tree fragment)"
  {(char *)"scorer", __pyx_getprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer, __pyx_setprop_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scorer, (char *)"scorer: ms_deisotope._c.scoring.PenalizedMSDeconVFitter", 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.ScaledPenalizedMSDeconvFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "ScaledPenalizedMSDeconvFitter(minimum_score=0.3, penalty_factor=1., mass_error_tolerance=0.02)", /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_DotProductFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_DotProductFitter[] = {

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_16DotProductFitter_3_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_16DotProductFitter_2_evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.DotProductFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_DotProductFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "DotProductFitter(minimum_score=100)", /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_DotProductFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_16DotProductFitter_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_DotProductFitter, /*tp_new*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MinimizeFitSelector __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MinimizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MinimizeFitSelector[] = {

#line 11 "(tree fragment)"
  {"best", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_1best, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_best},

#line 11 "(tree fragment)"
  {"reject", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_3reject, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_2reject},

#line 11 "(tree fragment)"
  {"reject_score", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_5reject_score, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_4reject_score},

#line 11 "(tree fragment)"
  {"is_maximizing", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_7is_maximizing, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_6is_maximizing},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.MinimizeFitSelector", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MinimizeFitSelector), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_15__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/

#line 11 "(tree fragment)"
  "A FitSelector which tries to minimize the score of the best fit.\n    ", /*tp_doc*/

#line 11 "(tree fragment)"
  0, /*tp_traverse*/

#line 11 "(tree fragment)"
  0, /*tp_clear*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_MinimizeFitSelector, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_MaximizeFitSelector __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_MaximizeFitSelector(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_FitSelectorBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_FitSelectorBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_MaximizeFitSelector[] = {

#line 11 "(tree fragment)"
  {"best", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_1best, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_best},

#line 11 "(tree fragment)"
  {"reject", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_3reject, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_2reject},

#line 11 "(tree fragment)"
  {"reject_score", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_5reject_score, METH_O, __pyx_doc_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_4reject_score},

#line 11 "(tree fragment)"
  {"is_maximizing", (PyCFunction)__pyx_pw_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_7is_maximizing, METH_NOARGS, __pyx_doc_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_6is_maximizing},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.MaximizeFitSelector", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_MaximizeFitSelector), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_FitSelectorBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_15FitSelectorBase_7__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/

#line 11 "(tree fragment)"
  "A FitSelector which tries to maximize the score of the best fit.\n    ", /*tp_doc*/

#line 11 "(tree fragment)"
  0, /*tp_traverse*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_MaximizeFitSelector, /*tp_methods*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
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#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_ChiSquareFitter __pyx_vtable_12ms_deisotope_2_c_7scoring_ChiSquareFitter;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_12ms_deisotope_2_c_7scoring_IsotopicFitterBase(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_12ms_deisotope_2_c_7scoring_IsotopicFitterBase*)__pyx_vtabptr_12ms_deisotope_2_c_7scoring_ChiSquareFitter;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_12ms_deisotope_2_c_7scoring_ChiSquareFitter[] = {

#line 11 "(tree fragment)"
  {"_evaluate", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_12ms_deisotope_2_c_7scoring_15ChiSquareFitter_1_evaluate, METH_VARARGS|METH_KEYWORDS, __pyx_doc_12ms_deisotope_2_c_7scoring_15ChiSquareFitter__evaluate},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring_ChiSquareFitter = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.ChiSquareFitter", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ChiSquareFitter), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_25__repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_13__call__, /*tp_call*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  0, /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_12ms_deisotope_2_c_7scoring_IsotopicFitterBase, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_12ms_deisotope_2_c_7scoring_ChiSquareFitter, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_pw_12ms_deisotope_2_c_7scoring_18IsotopicFitterBase_1__init__, /*tp_init*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_init*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring_ChiSquareFitter, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
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 11 "(tree fragment)"
static int __pyx_freecount_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ = 0;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
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 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__)))) {

#line 11 "(tree fragment)"
    o = (PyObject*)__pyx_freelist_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__[--__pyx_freecount_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__];

#line 11 "(tree fragment)"
    memset(o, 0, sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__));

#line 11 "(tree fragment)"
    (void) PyObject_INIT(o, t);

#line 11 "(tree fragment)"
    PyObject_GC_Track(o);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
    if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ *)o;

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->__pyx_v_self);

#line 11 "(tree fragment)"
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__)))) {

#line 11 "(tree fragment)"
    __pyx_freelist_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__[__pyx_freecount_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__++] = ((struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ *)o);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ *p = (struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ *)o;

#line 11 "(tree fragment)"
  if (p->__pyx_v_self) {

#line 11 "(tree fragment)"
    e = (*v)(((PyObject *)p->__pyx_v_self), a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__ = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.__pyx_scope_struct____iter__", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_obj_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/

#line 11 "(tree fragment)"
  0, /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__, /*tp_traverse*/

#line 11 "(tree fragment)"
  0, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  0, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  0, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_12ms_deisotope_2_c_7scoring___pyx_scope_struct____iter__, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_array __pyx_vtable_array;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_array_obj *p;

#line 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {

#line 11 "(tree fragment)"
    o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_array_obj *)o);

#line 11 "(tree fragment)"
  p->__pyx_vtab = __pyx_vtabptr_array;

#line 11 "(tree fragment)"
  p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) goto bad;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
  bad:

#line 11 "(tree fragment)"
  Py_DECREF(o); o = 0;

#line 11 "(tree fragment)"
  return NULL;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_array(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_array_obj *p = (struct __pyx_array_obj *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  {

#line 11 "(tree fragment)"
    PyObject *etype, *eval, *etb;

#line 11 "(tree fragment)"
    PyErr_Fetch(&etype, &eval, &etb);

#line 11 "(tree fragment)"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 11 "(tree fragment)"
    __pyx_array___dealloc__(o);

#line 11 "(tree fragment)"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 11 "(tree fragment)"
    PyErr_Restore(etype, eval, etb);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  Py_CLEAR(p->mode);

#line 11 "(tree fragment)"
  Py_CLEAR(p->_format);

#line 11 "(tree fragment)"
  (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"
static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) {

#line 11 "(tree fragment)"
  PyObject *r;

#line 11 "(tree fragment)"
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;

#line 11 "(tree fragment)"
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);

#line 11 "(tree fragment)"
  Py_DECREF(x);

#line 11 "(tree fragment)"
  return r;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_array___setitem__(o, i, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_Format(PyExc_NotImplementedError,

#line 11 "(tree fragment)"
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {

#line 11 "(tree fragment)"
  PyObject *v = __Pyx_PyObject_GenericGetAttr(o, n);

#line 11 "(tree fragment)"
  if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {

#line 11 "(tree fragment)"
    PyErr_Clear();

#line 11 "(tree fragment)"
    v = __pyx_array___getattr__(o, n);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return v;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_array[] = {

#line 11 "(tree fragment)"
  {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0},

#line 11 "(tree fragment)"
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_array_1__reduce_cython__, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_array_3__setstate_cython__, METH_O, 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_array[] = {

#line 11 "(tree fragment)"
  {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PySequenceMethods __pyx_tp_as_sequence_array = {

#line 11 "(tree fragment)"
  __pyx_array___len__, /*sq_length*/

#line 11 "(tree fragment)"
  0, /*sq_concat*/

#line 11 "(tree fragment)"
  0, /*sq_repeat*/

#line 11 "(tree fragment)"
  __pyx_sq_item_array, /*sq_item*/

#line 11 "(tree fragment)"
  0, /*sq_slice*/

#line 11 "(tree fragment)"
  0, /*sq_ass_item*/

#line 11 "(tree fragment)"
  0, /*sq_ass_slice*/

#line 11 "(tree fragment)"
  0, /*sq_contains*/

#line 11 "(tree fragment)"
  0, /*sq_inplace_concat*/

#line 11 "(tree fragment)"
  0, /*sq_inplace_repeat*/

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMappingMethods __pyx_tp_as_mapping_array = {

#line 11 "(tree fragment)"
  __pyx_array___len__, /*mp_length*/

#line 11 "(tree fragment)"
  __pyx_array___getitem__, /*mp_subscript*/

#line 11 "(tree fragment)"
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyBufferProcs __pyx_tp_as_buffer_array = {

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getreadbuffer*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getwritebuffer*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getsegcount*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getcharbuffer*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  __pyx_array_getbuffer, /*bf_getbuffer*/

#line 11 "(tree fragment)"
  0, /*bf_releasebuffer*/

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type___pyx_array = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.array", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_array, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  __pyx_tp_getattro_array, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  &__pyx_tp_as_buffer_array, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/

#line 11 "(tree fragment)"
  0, /*tp_doc*/

#line 11 "(tree fragment)"
  0, /*tp_traverse*/

#line 11 "(tree fragment)"
  0, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_array, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_array, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  0, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_array, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_MemviewEnum_obj *p;

#line 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {

#line 11 "(tree fragment)"
    o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_MemviewEnum_obj *)o);

#line 11 "(tree fragment)"
  p->name = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_Enum(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  Py_CLEAR(p->name);

#line 11 "(tree fragment)"
  (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 11 "(tree fragment)"
  if (p->name) {

#line 11 "(tree fragment)"
    e = (*v)(p->name, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_Enum(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->name);

#line 11 "(tree fragment)"
  p->name = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_Enum[] = {

#line 11 "(tree fragment)"
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, METH_O, 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type___pyx_MemviewEnum = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.Enum", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  __pyx_MemviewEnum___repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  0, /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_Enum, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_Enum, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_Enum, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  0, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  __pyx_MemviewEnum___init__, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_Enum, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_memoryview_obj *p;

#line 11 "(tree fragment)"
  PyObject *o;

#line 11 "(tree fragment)"
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {

#line 11 "(tree fragment)"
    o = (*t->tp_alloc)(t, 0);

#line 11 "(tree fragment)"
  } else {

#line 11 "(tree fragment)"
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_memoryview_obj *)o);

#line 11 "(tree fragment)"
  p->__pyx_vtab = __pyx_vtabptr_memoryview;

#line 11 "(tree fragment)"
  p->obj = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->_size = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->_array_interface = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->view.obj = NULL;

#line 11 "(tree fragment)"
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
  bad:

#line 11 "(tree fragment)"
  Py_DECREF(o); o = 0;

#line 11 "(tree fragment)"
  return NULL;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc_memoryview(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  {

#line 11 "(tree fragment)"
    PyObject *etype, *eval, *etb;

#line 11 "(tree fragment)"
    PyErr_Fetch(&etype, &eval, &etb);

#line 11 "(tree fragment)"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 11 "(tree fragment)"
    __pyx_memoryview___dealloc__(o);

#line 11 "(tree fragment)"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 11 "(tree fragment)"
    PyErr_Restore(etype, eval, etb);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  Py_CLEAR(p->obj);

#line 11 "(tree fragment)"
  Py_CLEAR(p->_size);

#line 11 "(tree fragment)"
  Py_CLEAR(p->_array_interface);

#line 11 "(tree fragment)"
  (*Py_TYPE(o)->tp_free)(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 11 "(tree fragment)"
  if (p->obj) {

#line 11 "(tree fragment)"
    e = (*v)(p->obj, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->_size) {

#line 11 "(tree fragment)"
    e = (*v)(p->_size, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->_array_interface) {

#line 11 "(tree fragment)"
    e = (*v)(p->_array_interface, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  if (p->view.obj) {

#line 11 "(tree fragment)"
    e = (*v)(p->view.obj, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear_memoryview(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->obj);

#line 11 "(tree fragment)"
  p->obj = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->_size);

#line 11 "(tree fragment)"
  p->_size = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->_array_interface);

#line 11 "(tree fragment)"
  p->_array_interface = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  Py_CLEAR(p->view.obj);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"
static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {

#line 11 "(tree fragment)"
  PyObject *r;

#line 11 "(tree fragment)"
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;

#line 11 "(tree fragment)"
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);

#line 11 "(tree fragment)"
  Py_DECREF(x);

#line 11 "(tree fragment)"
  return r;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {

#line 11 "(tree fragment)"
  if (v) {

#line 11 "(tree fragment)"
    return __pyx_memoryview___setitem__(o, i, v);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  else {

#line 11 "(tree fragment)"
    PyErr_Format(PyExc_NotImplementedError,

#line 11 "(tree fragment)"
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);

#line 11 "(tree fragment)"
    return -1;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods_memoryview[] = {

#line 11 "(tree fragment)"
  {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_1__reduce_cython__, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_3__setstate_cython__, METH_O, 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets_memoryview[] = {

#line 11 "(tree fragment)"
  {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PySequenceMethods __pyx_tp_as_sequence_memoryview = {

#line 11 "(tree fragment)"
  __pyx_memoryview___len__, /*sq_length*/

#line 11 "(tree fragment)"
  0, /*sq_concat*/

#line 11 "(tree fragment)"
  0, /*sq_repeat*/

#line 11 "(tree fragment)"
  __pyx_sq_item_memoryview, /*sq_item*/

#line 11 "(tree fragment)"
  0, /*sq_slice*/

#line 11 "(tree fragment)"
  0, /*sq_ass_item*/

#line 11 "(tree fragment)"
  0, /*sq_ass_slice*/

#line 11 "(tree fragment)"
  0, /*sq_contains*/

#line 11 "(tree fragment)"
  0, /*sq_inplace_concat*/

#line 11 "(tree fragment)"
  0, /*sq_inplace_repeat*/

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMappingMethods __pyx_tp_as_mapping_memoryview = {

#line 11 "(tree fragment)"
  __pyx_memoryview___len__, /*mp_length*/

#line 11 "(tree fragment)"
  __pyx_memoryview___getitem__, /*mp_subscript*/

#line 11 "(tree fragment)"
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyBufferProcs __pyx_tp_as_buffer_memoryview = {

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getreadbuffer*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getwritebuffer*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getsegcount*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*bf_getcharbuffer*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/

#line 11 "(tree fragment)"
  0, /*bf_releasebuffer*/

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type___pyx_memoryview = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring.memoryview", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  __pyx_memoryview___repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  __pyx_memoryview___str__, /*tp_str*/

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  0, /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse_memoryview, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear_memoryview, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods_memoryview, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets_memoryview, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  0, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new_memoryview, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {

#line 11 "(tree fragment)"
  struct __pyx_memoryviewslice_obj *p;

#line 11 "(tree fragment)"
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);

#line 11 "(tree fragment)"
  if (unlikely(!o)) return 0;

#line 11 "(tree fragment)"
  p = ((struct __pyx_memoryviewslice_obj *)o);

#line 11 "(tree fragment)"
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;

#line 11 "(tree fragment)"
  p->from_object = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  p->from_slice.memview = NULL;

#line 11 "(tree fragment)"
  return o;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {

#line 11 "(tree fragment)"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 11 "(tree fragment)"
  #if CYTHON_USE_TP_FINALIZE

#line 11 "(tree fragment)"
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {

#line 11 "(tree fragment)"
    if (PyObject_CallFinalizerFromDealloc(o)) return;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  PyObject_GC_UnTrack(o);

#line 11 "(tree fragment)"
  {

#line 11 "(tree fragment)"
    PyObject *etype, *eval, *etb;

#line 11 "(tree fragment)"
    PyErr_Fetch(&etype, &eval, &etb);

#line 11 "(tree fragment)"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1);

#line 11 "(tree fragment)"
    __pyx_memoryviewslice___dealloc__(o);

#line 11 "(tree fragment)"
    __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1);

#line 11 "(tree fragment)"
    PyErr_Restore(etype, eval, etb);

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  Py_CLEAR(p->from_object);

#line 11 "(tree fragment)"
  PyObject_GC_Track(o);

#line 11 "(tree fragment)"
  __pyx_tp_dealloc_memoryview(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {

#line 11 "(tree fragment)"
  int e;

#line 11 "(tree fragment)"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 11 "(tree fragment)"
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;

#line 11 "(tree fragment)"
  if (p->from_object) {

#line 11 "(tree fragment)"
    e = (*v)(p->from_object, a); if (e) return e;

#line 11 "(tree fragment)"
  }

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static int __pyx_tp_clear__memoryviewslice(PyObject *o) {

#line 11 "(tree fragment)"
  PyObject* tmp;

#line 11 "(tree fragment)"
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;

#line 11 "(tree fragment)"
  __pyx_tp_clear_memoryview(o);

#line 11 "(tree fragment)"
  tmp = ((PyObject*)p->from_object);

#line 11 "(tree fragment)"
  p->from_object = Py_None; Py_INCREF(Py_None);

#line 11 "(tree fragment)"
  Py_XDECREF(tmp);

#line 11 "(tree fragment)"
  __PYX_XDEC_MEMVIEW(&p->from_slice, 1);

#line 11 "(tree fragment)"
  return 0;

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) {

#line 11 "(tree fragment)"
  return __pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(o);

#line 11 "(tree fragment)"
}

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods__memoryviewslice[] = {

#line 11 "(tree fragment)"
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, METH_NOARGS, 0},

#line 11 "(tree fragment)"
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, METH_O, 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyGetSetDef __pyx_getsets__memoryviewslice[] = {

#line 11 "(tree fragment)"
  {(char *)"base", __pyx_getprop___pyx_memoryviewslice_base, 0, (char *)0, 0},

#line 11 "(tree fragment)"
  {0, 0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyTypeObject __pyx_type___pyx_memoryviewslice = {

#line 11 "(tree fragment)"
  PyVarObject_HEAD_INIT(0, 0)

#line 11 "(tree fragment)"
  "ms_deisotope._c.scoring._memoryviewslice", /*tp_name*/

#line 11 "(tree fragment)"
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/

#line 11 "(tree fragment)"
  0, /*tp_itemsize*/

#line 11 "(tree fragment)"
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX < 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4

#line 11 "(tree fragment)"
  0, /*tp_vectorcall_offset*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattr*/

#line 11 "(tree fragment)"
  0, /*tp_setattr*/

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION < 3

#line 11 "(tree fragment)"
  0, /*tp_compare*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
  0, /*tp_as_async*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_memoryview___repr__, /*tp_repr*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_repr*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_as_number*/

#line 11 "(tree fragment)"
  0, /*tp_as_sequence*/

#line 11 "(tree fragment)"
  0, /*tp_as_mapping*/

#line 11 "(tree fragment)"
  0, /*tp_hash*/

#line 11 "(tree fragment)"
  0, /*tp_call*/

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY

#line 11 "(tree fragment)"
  __pyx_memoryview___str__, /*tp_str*/

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
  0, /*tp_str*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  0, /*tp_getattro*/

#line 11 "(tree fragment)"
  0, /*tp_setattro*/

#line 11 "(tree fragment)"
  0, /*tp_as_buffer*/

#line 11 "(tree fragment)"
  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 11 "(tree fragment)"
  "Internal class for passing memoryview slices to Python", /*tp_doc*/

#line 11 "(tree fragment)"
  __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/

#line 11 "(tree fragment)"
  __pyx_tp_clear__memoryviewslice, /*tp_clear*/

#line 11 "(tree fragment)"
  0, /*tp_richcompare*/

#line 11 "(tree fragment)"
  0, /*tp_weaklistoffset*/

#line 11 "(tree fragment)"
  0, /*tp_iter*/

#line 11 "(tree fragment)"
  0, /*tp_iternext*/

#line 11 "(tree fragment)"
  __pyx_methods__memoryviewslice, /*tp_methods*/

#line 11 "(tree fragment)"
  0, /*tp_members*/

#line 11 "(tree fragment)"
  __pyx_getsets__memoryviewslice, /*tp_getset*/

#line 11 "(tree fragment)"
  0, /*tp_base*/

#line 11 "(tree fragment)"
  0, /*tp_dict*/

#line 11 "(tree fragment)"
  0, /*tp_descr_get*/

#line 11 "(tree fragment)"
  0, /*tp_descr_set*/

#line 11 "(tree fragment)"
  0, /*tp_dictoffset*/

#line 11 "(tree fragment)"
  0, /*tp_init*/

#line 11 "(tree fragment)"
  0, /*tp_alloc*/

#line 11 "(tree fragment)"
  __pyx_tp_new__memoryviewslice, /*tp_new*/

#line 11 "(tree fragment)"
  0, /*tp_free*/

#line 11 "(tree fragment)"
  0, /*tp_is_gc*/

#line 11 "(tree fragment)"
  0, /*tp_bases*/

#line 11 "(tree fragment)"
  0, /*tp_mro*/

#line 11 "(tree fragment)"
  0, /*tp_cache*/

#line 11 "(tree fragment)"
  0, /*tp_subclasses*/

#line 11 "(tree fragment)"
  0, /*tp_weaklist*/

#line 11 "(tree fragment)"
  0, /*tp_del*/

#line 11 "(tree fragment)"
  0, /*tp_version_tag*/

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030400a1

#line 11 "(tree fragment)"
  0, /*tp_finalize*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b1 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800)

#line 11 "(tree fragment)"
  0, /*tp_vectorcall*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_print*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000

#line 11 "(tree fragment)"
  0, /*tp_pypy_flags*/

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static PyMethodDef __pyx_methods[] = {

#line 11 "(tree fragment)"
  {0, 0, 0, 0}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
#if PY_MAJOR_VERSION >= 3

#line 11 "(tree fragment)"
#if CYTHON_PEP489_MULTI_PHASE_INIT

#line 11 "(tree fragment)"
static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/

#line 11 "(tree fragment)"
static int __pyx_pymod_exec_scoring(PyObject* module); /*proto*/

#line 11 "(tree fragment)"
static PyModuleDef_Slot __pyx_moduledef_slots[] = {

#line 11 "(tree fragment)"
  {Py_mod_create, (void*)__pyx_pymod_create},

#line 11 "(tree fragment)"
  {Py_mod_exec, (void*)__pyx_pymod_exec_scoring},

#line 11 "(tree fragment)"
  {0, NULL}

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
#endif

#line 11 "(tree fragment)"


#line 11 "(tree fragment)"
static struct PyModuleDef __pyx_moduledef = {

#line 11 "(tree fragment)"
    PyModuleDef_HEAD_INIT,

#line 11 "(tree fragment)"
    "scoring",

#line 11 "(tree fragment)"
    0, /* m_doc */

#line 11 "(tree fragment)"
  #if CYTHON_PEP489_MULTI_PHASE_INIT

#line 11 "(tree fragment)"
    0, /* m_size */

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
    -1, /* m_size */

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
    __pyx_methods /* m_methods */,

#line 11 "(tree fragment)"
  #if CYTHON_PEP489_MULTI_PHASE_INIT

#line 11 "(tree fragment)"
    __pyx_moduledef_slots, /* m_slots */

#line 11 "(tree fragment)"
  #else

#line 11 "(tree fragment)"
    NULL, /* m_reload */

#line 11 "(tree fragment)"
  #endif

#line 11 "(tree fragment)"
    NULL, /* m_traverse */

#line 11 "(tree fragment)"
    NULL, /* m_clear */

#line 11 "(tree fragment)"
    NULL /* m_free */

#line 11 "(tree fragment)"
};

#line 11 "(tree fragment)"
#endif

#line 11 "(tree fragment)"
#ifndef CYTHON_SMALL_CODE
#if defined(__clang__)
    #define CYTHON_SMALL_CODE
#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
    #define CYTHON_SMALL_CODE __attribute__((cold))
#else
    #define CYTHON_SMALL_CODE
#endif
#endif

static __Pyx_StringTabEntry __pyx_string_tab[] = {
  {&__pyx_n_s_ASCII, __pyx_k_ASCII, sizeof(__pyx_k_ASCII), 0, 0, 1, 1},
  {&__pyx_kp_s_Buffer_view_does_not_expose_stri, __pyx_k_Buffer_view_does_not_expose_stri, sizeof(__pyx_k_Buffer_view_does_not_expose_stri), 0, 0, 1, 0},
  {&__pyx_kp_s_Can_only_create_a_buffer_that_is, __pyx_k_Can_only_create_a_buffer_that_is, sizeof(__pyx_k_Can_only_create_a_buffer_that_is), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_assign_to_read_only_memor, __pyx_k_Cannot_assign_to_read_only_memor, sizeof(__pyx_k_Cannot_assign_to_read_only_memor), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_create_writable_memory_vi, __pyx_k_Cannot_create_writable_memory_vi, sizeof(__pyx_k_Cannot_create_writable_memory_vi), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_index_with_type_s, __pyx_k_Cannot_index_with_type_s, sizeof(__pyx_k_Cannot_index_with_type_s), 0, 0, 1, 0},
  {&__pyx_n_s_ChiSquareFitter, __pyx_k_ChiSquareFitter, sizeof(__pyx_k_ChiSquareFitter), 0, 0, 1, 1},
  {&__pyx_n_s_DistinctPatternFitter, __pyx_k_DistinctPatternFitter, sizeof(__pyx_k_DistinctPatternFitter), 0, 0, 1, 1},
  {&__pyx_n_s_DotProductFitter, __pyx_k_DotProductFitter, sizeof(__pyx_k_DotProductFitter), 0, 0, 1, 1},
  {&__pyx_n_s_Ellipsis, __pyx_k_Ellipsis, sizeof(__pyx_k_Ellipsis), 0, 0, 1, 1},
  {&__pyx_kp_s_Empty_shape_tuple_for_cython_arr, __pyx_k_Empty_shape_tuple_for_cython_arr, sizeof(__pyx_k_Empty_shape_tuple_for_cython_arr), 0, 0, 1, 0},
  {&__pyx_n_s_FitSelectorBase, __pyx_k_FitSelectorBase, sizeof(__pyx_k_FitSelectorBase), 0, 0, 1, 1},
  {&__pyx_n_s_FunctionScorer, __pyx_k_FunctionScorer, sizeof(__pyx_k_FunctionScorer), 0, 0, 1, 1},
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  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_MSDeconVFitter, (PyObject *)&__pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter) < 0) __PYX_ERR(0, 652, __pyx_L1_error)
  __pyx_ptype_12ms_deisotope_2_c_7scoring_MSDeconVFitter = &__pyx_type_12ms_deisotope_2_c_7scoring_MSDeconVFitter;
  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter = &__pyx_vtable_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.__pyx_base = *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.__pyx_base._evaluate = (double (*)(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))__pyx_f_12ms_deisotope_2_c_7scoring_23PenalizedMSDeconVFitter__evaluate;
  __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.tp_base = __pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
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  __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.tp_dictoffset && __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.tp_getattro = __Pyx_PyObject_GenericGetAttr;
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  if (__Pyx_SetVtable(__pyx_type_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter.tp_dict, __pyx_vtabptr_12ms_deisotope_2_c_7scoring_PenalizedMSDeconVFitter) < 0) __PYX_ERR(0, 700, __pyx_L1_error)
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  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer = &__pyx_vtable_12ms_deisotope_2_c_7scoring_FunctionScorer;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_FunctionScorer.__pyx_base = *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_FunctionScorer.__pyx_base._evaluate = (double (*)(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))__pyx_f_12ms_deisotope_2_c_7scoring_14FunctionScorer__evaluate;
  __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer.tp_base = __pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  if (PyType_Ready(&__pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer) < 0) __PYX_ERR(0, 759, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer.tp_dictoffset && __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer.tp_getattro = __Pyx_PyObject_GenericGetAttr;
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  if (__Pyx_SetVtable(__pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer.tp_dict, __pyx_vtabptr_12ms_deisotope_2_c_7scoring_FunctionScorer) < 0) __PYX_ERR(0, 759, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_FunctionScorer, (PyObject *)&__pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer) < 0) __PYX_ERR(0, 759, __pyx_L1_error)
  __pyx_ptype_12ms_deisotope_2_c_7scoring_FunctionScorer = &__pyx_type_12ms_deisotope_2_c_7scoring_FunctionScorer;
  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection = &__pyx_vtable_12ms_deisotope_2_c_7scoring_InterferenceDetection;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_InterferenceDetection.detect_interference = (double (*)(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))__pyx_f_12ms_deisotope_2_c_7scoring_21InterferenceDetection_detect_interference;
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  __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection.tp_dictoffset && __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection.tp_getattro = __Pyx_PyObject_GenericGetAttr;
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  if (__Pyx_SetVtable(__pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection.tp_dict, __pyx_vtabptr_12ms_deisotope_2_c_7scoring_InterferenceDetection) < 0) __PYX_ERR(0, 778, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_InterferenceDetection, (PyObject *)&__pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection) < 0) __PYX_ERR(0, 778, __pyx_L1_error)
  __pyx_ptype_12ms_deisotope_2_c_7scoring_InterferenceDetection = &__pyx_type_12ms_deisotope_2_c_7scoring_InterferenceDetection;
  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter = &__pyx_vtable_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.__pyx_base = *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.__pyx_base._evaluate = (double (*)(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))__pyx_f_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter__evaluate;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.__pyx_base._configure = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *(*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitterBase *, struct __pyx_obj_12ms_deisotope_2_c_17deconvoluter_base_DeconvoluterBase *, PyObject *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_21DistinctPatternFitter__configure;
  __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.tp_base = __pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  if (PyType_Ready(&__pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter) < 0) __PYX_ERR(0, 829, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.tp_dictoffset && __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.tp_getattro = __Pyx_PyObject_GenericGetAttr;
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  if (__Pyx_SetVtable(__pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter.tp_dict, __pyx_vtabptr_12ms_deisotope_2_c_7scoring_DistinctPatternFitter) < 0) __PYX_ERR(0, 829, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_DistinctPatternFitter, (PyObject *)&__pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter) < 0) __PYX_ERR(0, 829, __pyx_L1_error)
  __pyx_ptype_12ms_deisotope_2_c_7scoring_DistinctPatternFitter = &__pyx_type_12ms_deisotope_2_c_7scoring_DistinctPatternFitter;
  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter = &__pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.__pyx_base = *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.__pyx_base._evaluate = (double (*)(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))__pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter__evaluate;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter._calculate_scale_factor = (double (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, struct __pyx_obj_14ms_peak_picker_2_c_8peak_set_PeakSet *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter__calculate_scale_factor;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.scale_fitted_peaks = (void (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double))__pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_fitted_peaks;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.scale_theoretical_peaks = (void (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter *, PyObject *, double))__pyx_f_12ms_deisotope_2_c_7scoring_29ScaledPenalizedMSDeconvFitter_scale_theoretical_peaks;
  __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.tp_base = __pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  if (PyType_Ready(&__pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter) < 0) __PYX_ERR(0, 877, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.tp_dictoffset && __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  if (__Pyx_SetVtable(__pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter.tp_dict, __pyx_vtabptr_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter) < 0) __PYX_ERR(0, 877, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_ScaledPenalizedMSDeconvFitter, (PyObject *)&__pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter) < 0) __PYX_ERR(0, 877, __pyx_L1_error)
  __pyx_ptype_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter = &__pyx_type_12ms_deisotope_2_c_7scoring_ScaledPenalizedMSDeconvFitter;
  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter = &__pyx_vtable_12ms_deisotope_2_c_7scoring_DotProductFitter;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_DotProductFitter.__pyx_base = *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_DotProductFitter.__pyx_base._evaluate = (double (*)(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))__pyx_f_12ms_deisotope_2_c_7scoring_16DotProductFitter__evaluate;
  __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter.tp_base = __pyx_ptype_12ms_deisotope_2_c_7scoring_IsotopicFitterBase;
  if (PyType_Ready(&__pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter) < 0) __PYX_ERR(0, 947, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
  __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter.tp_print = 0;
  #endif
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter.tp_dictoffset && __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter.tp_getattro = __Pyx_PyObject_GenericGetAttr;
  }
  if (__Pyx_SetVtable(__pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter.tp_dict, __pyx_vtabptr_12ms_deisotope_2_c_7scoring_DotProductFitter) < 0) __PYX_ERR(0, 947, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_DotProductFitter, (PyObject *)&__pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter) < 0) __PYX_ERR(0, 947, __pyx_L1_error)
  __pyx_ptype_12ms_deisotope_2_c_7scoring_DotProductFitter = &__pyx_type_12ms_deisotope_2_c_7scoring_DotProductFitter;
  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_MinimizeFitSelector = &__pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.__pyx_base = *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.__pyx_base.best = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_best;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.__pyx_base._best_from_set = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *))__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector__best_from_set;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.__pyx_base.reject = (int (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_reject;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.__pyx_base.reject_score = (int (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, double, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_reject_score;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.__pyx_base.is_maximizing = (int (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MinimizeFitSelector_is_maximizing;
  __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.tp_base = __pyx_ptype_12ms_deisotope_2_c_7scoring_FitSelectorBase;
  if (PyType_Ready(&__pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector) < 0) __PYX_ERR(0, 199, __pyx_L1_error)
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  __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.tp_print = 0;
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  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.tp_dictoffset && __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.tp_getattro = __Pyx_PyObject_GenericGetAttr;
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  if (__Pyx_SetVtable(__pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector.tp_dict, __pyx_vtabptr_12ms_deisotope_2_c_7scoring_MinimizeFitSelector) < 0) __PYX_ERR(0, 199, __pyx_L1_error)
  if (PyObject_SetAttr(__pyx_m, __pyx_n_s_MinimizeFitSelector, (PyObject *)&__pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector) < 0) __PYX_ERR(0, 199, __pyx_L1_error)
  __pyx_ptype_12ms_deisotope_2_c_7scoring_MinimizeFitSelector = &__pyx_type_12ms_deisotope_2_c_7scoring_MinimizeFitSelector;
  __pyx_vtabptr_12ms_deisotope_2_c_7scoring_MaximizeFitSelector = &__pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector.__pyx_base = *__pyx_vtabptr_12ms_deisotope_2_c_7scoring_FitSelectorBase;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector.__pyx_base.best = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_best;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector.__pyx_base._best_from_set = (struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *(*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, PyObject *))__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector__best_from_set;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector.__pyx_base.reject = (int (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, struct __pyx_obj_12ms_deisotope_2_c_7scoring_IsotopicFitRecord *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_reject;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector.__pyx_base.reject_score = (int (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, double, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_reject_score;
  __pyx_vtable_12ms_deisotope_2_c_7scoring_MaximizeFitSelector.__pyx_base.is_maximizing = (int (*)(struct __pyx_obj_12ms_deisotope_2_c_7scoring_FitSelectorBase *, int __pyx_skip_dispatch))__pyx_f_12ms_deisotope_2_c_7scoring_19MaximizeFitSelector_is_maximizing;
  __pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector.tp_base = __pyx_ptype_12ms_deisotope_2_c_7scoring_FitSelectorBase;
  if (PyType_Ready(&__pyx_type_12ms_deisotope_2_c_7scoring_MaximizeFitSelector) < 0) __PYX_ERR(0, 262, __pyx_L1_error)
  #if PY_VERSION_HEX < 0x030800B1
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}
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 {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return NULL;
                    PyErr_Clear();
                }
            }
            return m->sq_item(o, i);
        }
    }
#else
    if (is_list || PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

/* ExtTypeTest */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(__Pyx_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

/* 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

/* PyCFunctionFastCall */
#if CYTHON_FAST_PYCCALL
static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
    PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
    PyObject *self = PyCFunction_GET_SELF(func);
    int flags = PyCFunction_GET_FLAGS(func);
    assert(PyCFunction_Check(func));
    assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)));
    assert(nargs >= 0);
    assert(nargs == 0 || args != NULL);
    /* _PyCFunction_FastCallDict() must not be called with an exception set,
       because it may clear it (directly or indirectly) and so the
       caller loses its exception */
    assert(!PyErr_Occurred());
    if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
        return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL);
    } else {
        return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs);
    }
}
#endif

/* PyFunctionFastCall */
#if CYTHON_FAST_PYCALL
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;
}
#if 1 || PY_VERSION_HEX < 0x030600B1
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_EnterRecursiveCall((char*)" while calling a Python object")) {
        return NULL;
    }
    if (
#if PY_MAJOR_VERSION >= 3
            co->co_kwonlyargcount == 0 &&
#endif
            likely(kwargs == NULL || nk == 0) &&
            co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
        if (argdefs == NULL && co->co_argcount == nargs) {
            result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
            goto done;
        }
        else if (nargs == 0 && argdefs != NULL
                 && co->co_argcount == Py_SIZE(argdefs)) {
            /* function called with no arguments, but all parameters have
               a default value: use default values as arguments .*/
            args = &PyTuple_GET_ITEM(argdefs, 0);
            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
            goto done;
        }
    }
    if (kwargs != NULL) {
        Py_ssize_t pos, i;
        kwtuple = PyTuple_New(2 * nk);
        if (kwtuple == NULL) {
            result = NULL;
            goto done;
        }
        k = &PyTuple_GET_ITEM(kwtuple, 0);
        pos = i = 0;
        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
            Py_INCREF(k[i]);
            Py_INCREF(k[i+1]);
            i += 2;
        }
        nk = i / 2;
    }
    else {
        kwtuple = NULL;
        k = NULL;
    }
    closure = PyFunction_GET_CLOSURE(func);
#if PY_MAJOR_VERSION >= 3
    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
#endif
    if (argdefs != NULL) {
        d = &PyTuple_GET_ITEM(argdefs, 0);
        nd = Py_SIZE(argdefs);
    }
    else {
        d = NULL;
        nd = 0;
    }
#if PY_MAJOR_VERSION >= 3
    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, kwdefs, closure);
#else
    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, closure);
#endif
    Py_XDECREF(kwtuple);
done:
    Py_LeaveRecursiveCall();
    return result;
}
#endif
#endif

/* PyObjectCall */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = Py_TYPE(func)->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCall2Args */
static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
    PyObject *args, *result = NULL;
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(function)) {
        PyObject *args[2] = {arg1, arg2};
        return __Pyx_PyFunction_FastCall(function, args, 2);
    }
    #endif
    #if CYTHON_FAST_PYCCALL
    if (__Pyx_PyFastCFunction_Check(function)) {
        PyObject *args[2] = {arg1, arg2};
        return __Pyx_PyCFunction_FastCall(function, args, 2);
    }
    #endif
    args = PyTuple_New(2);
    if (unlikely(!args)) goto done;
    Py_INCREF(arg1);
    PyTuple_SET_ITEM(args, 0, arg1);
    Py_INCREF(arg2);
    PyTuple_SET_ITEM(args, 1, arg2);
    Py_INCREF(function);
    result = __Pyx_PyObject_Call(function, args, NULL);
    Py_DECREF(args);
    Py_DECREF(function);
done:
    return result;
}

/* PyObjectCallMethO */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = PyCFunction_GET_FUNCTION(func);
    self = PyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallOneArg */
#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_New(1);
    if (unlikely(!args)) return NULL;
    Py_INCREF(arg);
    PyTuple_SET_ITEM(args, 0, arg);
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, &arg, 1);
    }
#endif
    if (likely(PyCFunction_Check(func))) {
        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
            return __Pyx_PyObject_CallMethO(func, arg);
#if CYTHON_FAST_PYCCALL
        } else if (__Pyx_PyFastCFunction_Check(func)) {
            return __Pyx_PyCFunction_FastCall(func, &arg, 1);
#endif
        }
    }
    return __Pyx__PyObject_CallOneArg(func, arg);
}
#else
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_Pack(1, arg);
    if (unlikely(!args)) return NULL;
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
#endif

/* PyErrFetchRestore */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
}
#endif

/* WriteUnraisableException */
static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
                                  int full_traceback, CYTHON_UNUSED int nogil) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_PyThreadState_declare
#ifdef WITH_THREAD
    PyGILState_STATE state;
    if (nogil)
        state = PyGILState_Ensure();
#ifdef _MSC_VER
    else state = (PyGILState_STATE)-1;
#endif
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
    if (full_traceback) {
        Py_XINCREF(old_exc);
        Py_XINCREF(old_val);
        Py_XINCREF(old_tb);
        __Pyx_ErrRestore(old_exc, old_val, old_tb);
        PyErr_PrintEx(1);
    }
    #if PY_MAJOR_VERSION < 3
    ctx = PyString_FromString(name);
    #else
    ctx = PyUnicode_FromString(name);
    #endif
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
#ifdef WITH_THREAD
    if (nogil)
        PyGILState_Release(state);
#endif
}

/* PyObjectCallNoArg */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, NULL, 0);
    }
#endif
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
#else
    if (likely(PyCFunction_Check(func)))
#endif
    {
        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

/* RaiseException */
#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
                        CYTHON_UNUSED PyObject *cause) {
    __Pyx_PyThreadState_declare
    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 CYTHON_COMPILING_IN_PYPY
        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);
#else
        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);
        }
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

/* KeywordStringCheck */
static int __Pyx_CheckKeywordStrings(
    PyObject *kwdict,
    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(kwdict, &pos, &key, 0))
        goto invalid_keyword;
    return 1;
#else
    while (PyDict_Next(kwdict, &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:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
    return 0;
}

/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
    result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    } else if (unlikely(PyErr_Occurred())) {
        return NULL;
    }
#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);
}

/* IterFinish */
static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_FAST_THREAD_STATE
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) {
            PyObject *exc_value, *exc_tb;
            exc_value = tstate->curexc_value;
            exc_tb = tstate->curexc_traceback;
            tstate->curexc_type = 0;
            tstate->curexc_value = 0;
            tstate->curexc_traceback = 0;
            Py_DECREF(exc_type);
            Py_XDECREF(exc_value);
            Py_XDECREF(exc_tb);
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#else
    if (unlikely(PyErr_Occurred())) {
        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
            PyErr_Clear();
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#endif
}

/* 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
    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
    (void)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 || unlikely(!source_is_set)) {
        *value = PyIter_Next(iter_obj);
        if (unlikely(!*value)) {
            return __Pyx_IterFinish();
        }
        (void)orig_length;
        (void)ppos;
        return 1;
    }
#if CYTHON_COMPILING_IN_CPYTHON
    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;
}

/* 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");
}

/* UnpackItemEndCheck */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    } else {
        return __Pyx_IterFinish();
    }
    return 0;
}

/* BufferIndexError */
static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

/* GetTopmostException */
#if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_type == NULL || exc_info->exc_type == 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
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    *type = exc_info->exc_type;
    *value = exc_info->exc_value;
    *tb = exc_info->exc_traceback;
    #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    #endif
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    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

/* PyErrExceptionMatches */
#if CYTHON_FAST_THREAD_STATE
static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    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++) {
        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
    PyObject *exc_type = tstate->curexc_type;
    if (exc_type == err) return 1;
    if (unlikely(!exc_type)) return 0;
    if (unlikely(PyTuple_Check(err)))
        return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
    return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
}
#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, *local_value, *local_tb;
#if CYTHON_FAST_THREAD_STATE
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    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;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_FAST_THREAD_STATE
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if 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;
        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;
    }
    #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;
}

/* BytesEquals */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    if (s1 == s2) {
        return (equals == Py_EQ);
    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
        const char *ps1, *ps2;
        Py_ssize_t length = PyBytes_GET_SIZE(s1);
        if (length != PyBytes_GET_SIZE(s2))
            return (equals == Py_NE);
        ps1 = PyBytes_AS_STRING(s1);
        ps2 = PyBytes_AS_STRING(s2);
        if (ps1[0] != ps2[0]) {
            return (equals == Py_NE);
        } else if (length == 1) {
            return (equals == Py_EQ);
        } else {
            int result;
#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
            Py_hash_t hash1, hash2;
            hash1 = ((PyBytesObject*)s1)->ob_shash;
            hash2 = ((PyBytesObject*)s2)->ob_shash;
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                return (equals == Py_NE);
            }
#endif
            result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

/* UnicodeEquals */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
    PyObject* owned_ref = NULL;
#endif
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
        owned_ref = PyUnicode_FromObject(s2);
        if (unlikely(!owned_ref))
            return -1;
        s2 = owned_ref;
        s2_is_unicode = 1;
    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
        owned_ref = PyUnicode_FromObject(s1);
        if (unlikely(!owned_ref))
            return -1;
        s1 = owned_ref;
        s1_is_unicode = 1;
    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
        return __Pyx_PyBytes_Equals(s1, s2, equals);
    }
#endif
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length;
        int kind;
        void *data1, *data2;
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
            goto return_ne;
        }
#if CYTHON_USE_UNICODE_INTERNALS
        {
            Py_hash_t hash1, hash2;
        #if CYTHON_PEP393_ENABLED
            hash1 = ((PyASCIIObject*)s1)->hash;
            hash2 = ((PyASCIIObject*)s2)->hash;
        #else
            hash1 = ((PyUnicodeObject*)s1)->hash;
            hash2 = ((PyUnicodeObject*)s2)->hash;
        #endif
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                goto return_ne;
            }
        }
#endif
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, (size_t)(length * kind));
            #if PY_MAJOR_VERSION < 3
            Py_XDECREF(owned_ref);
            #endif
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        #if PY_MAJOR_VERSION < 3
        Py_XDECREF(owned_ref);
        #endif
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_EQ);
return_ne:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_NE);
#endif
}

/* 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;
}

/* 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);
}

/* ObjectGetItem */
#if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
    PyObject *runerr;
    Py_ssize_t key_value;
    PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
    if (unlikely(!(m && m->sq_item))) {
        PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name);
        return NULL;
    }
    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)) {
        PyErr_Clear();
        PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name);
    }
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) {
    PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping;
    if (likely(m && m->mp_subscript)) {
        return m->mp_subscript(obj, key);
    }
    return __Pyx_PyObject_GetIndex(obj, key);
}
#endif

/* decode_c_string */
static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    Py_ssize_t length;
    if (unlikely((start < 0) | (stop < 0))) {
        size_t slen = strlen(cstring);
        if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) {
            PyErr_SetString(PyExc_OverflowError,
                            "c-string too long to convert to Python");
            return NULL;
        }
        length = (Py_ssize_t) slen;
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    if (unlikely(stop <= start))
        return __Pyx_NewRef(__pyx_empty_unicode);
    length = stop - start;
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

/* GetAttr3 */
static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
}

/* RaiseNoneIterError */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

/* 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
    _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 *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    #if PY_MAJOR_VERSION < 3
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (!py_import)
        goto bad;
    #endif
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                if (!module) {
                    if (!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 (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, (PyObject *)NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
bad:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

/* FastTypeChecks */
#if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = a->tp_base;
        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);
}
#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) {
    int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
    if (!res) {
        res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
    return res;
}
#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

/* PyIntBinop */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
    (void)inplace;
    (void)zerodivision_check;
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
            x = (long)((unsigned long)a + b);
            if (likely((x^a) >= 0 || (x^b) >= 0))
                return PyInt_FromLong(x);
            return PyLong_Type.tp_as_number->nb_add(op1, op2);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            double result;
            PyFPE_START_PROTECT("add", return NULL)
            result = ((double)a) + (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif

/* None */
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)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

/* HasAttr */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        PyErr_Clear();
        return 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}

/* PyObject_GenericGetAttrNoDict */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, attr_name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(attr_name));
#endif
    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

/* SetVTable */
static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000
    PyObject *ob = PyCapsule_New(vtable, 0, 0);
#else
    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
#endif
    if (!ob)
        goto bad;
    if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0)
        goto bad;
    Py_DECREF(ob);
    return 0;
bad:
    Py_XDECREF(ob);
    return -1;
}

/* PyObjectGetAttrStrNoError */
static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        __Pyx_PyErr_Clear();
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
    }
#endif
    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
    if (unlikely(!result)) {
        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
    }
    return result;
}

/* SetupReduce */
static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStr(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_GetAttrStr(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())
        PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
    ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
    Py_XDECREF(object_getstate);
    Py_XDECREF(getstate);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* TypeImport */
#ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name,
    size_t size, enum __Pyx_ImportType_CheckSize check_size)
{
    PyObject *result = 0;
    char warning[200];
    Py_ssize_t basicsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
#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;
    }
#ifndef Py_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
#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;
#endif
    if ((size_t)basicsize < 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);
        goto bad;
    }
    if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != 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);
        goto bad;
    }
    else if (check_size == __Pyx_ImportType_CheckSize_Warn && (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

/* GetVTable */
static void* __Pyx_GetVtable(PyObject *dict) {
    void* ptr;
    PyObject *ob = PyObject_GetItem(dict, __pyx_n_s_pyx_vtable);
    if (!ob)
        goto bad;
#if PY_VERSION_HEX >= 0x02070000
    ptr = PyCapsule_GetPointer(ob, 0);
#else
    ptr = PyCObject_AsVoidPtr(ob);
#endif
    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;
}

/* CLineInTraceback */
#ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
    PyObject *use_cline;
    PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject **cython_runtime_dict;
#endif
    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_GetAttrStr(__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 */
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);
}

/* AddTraceback */
#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
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,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    #else
    py_code = PyCode_NewEmpty(filename, funcname, py_line);
    #endif
    Py_XDECREF(py_funcname);  // XDECREF since it's only set on Py3 if cline
    return py_code;
bad:
    Py_XDECREF(py_funcname);
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_srcfile);
    #endif
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject *ptype, *pvalue, *ptraceback;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(tstate, c_line);
    }
    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!py_code) {
        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) {
            /* If the code object creation fails, then we should clear the
               fetched exception references and propagate the new exception */
            Py_XDECREF(ptype);
            Py_XDECREF(pvalue);
            Py_XDECREF(ptraceback);
            goto bad;
        }
        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*PyThreadState *tstate,*/
        py_code,           /*PyCodeObject *code,*/
        __pyx_d,    /*PyObject *globals,*/
        0                  /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    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);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_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);
}

/* Capsule */
static CYTHON_INLINE PyObject *
__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig)
{
    PyObject *cobj;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(p, sig, NULL);
#else
    cobj = PyCObject_FromVoidPtr(p, NULL);
#endif
    return cobj;
}

/* 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
  #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
#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) {
                    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
  #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
#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) {
                    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 *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 *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)
{
    int first_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (unlikely(!memview || (PyObject *) memview == Py_None))
        return;
    if (unlikely(__pyx_get_slice_count(memview) < 0))
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    first_time = __pyx_add_acquisition_count(memview) == 0;
    if (unlikely(first_time)) {
        if (have_gil) {
            Py_INCREF((PyObject *) memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_INCREF((PyObject *) memview);
            PyGILState_Release(_gilstate);
        }
    }
}
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice,
                                             int have_gil, int lineno) {
    int last_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (unlikely(!memview || (PyObject *) memview == Py_None)) {
        memslice->memview = NULL;
        return;
    }
    if (unlikely(__pyx_get_slice_count(memview) <= 0))
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    last_time = __pyx_sub_acquisition_count(memview) == 1;
    memslice->data = NULL;
    if (unlikely(last_time)) {
        if (have_gil) {
            Py_CLEAR(memslice->memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_CLEAR(memslice->memview);
            PyGILState_Release(_gilstate);
        }
    } else {
        memslice->memview = NULL;
    }
}

/* 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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
                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
            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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
                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
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            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 one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            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;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
    }
}

/* 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;
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
    }
}

/* 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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (size_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(size_t, digit, digits[0])
                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
            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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (size_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(size_t,  digit, +digits[0])
                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
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            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 one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            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;
}

/* 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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
                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
            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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
                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
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            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 one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case  1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0])
                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
            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
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(char,  digit, +digits[0])
                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
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            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 one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            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;
}

/* FetchCommonType */
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* fake_module;
    PyTypeObject* cached_type = NULL;
    fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
    if (!fake_module) return NULL;
    Py_INCREF(fake_module);
    cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
    if (cached_type) {
        if (!PyType_Check((PyObject*)cached_type)) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s is not a type object",
                type->tp_name);
            goto bad;
        }
        if (cached_type->tp_basicsize != type->tp_basicsize) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s has the wrong size, try recompiling",
                type->tp_name);
            goto bad;
        }
    } else {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
        PyErr_Clear();
        if (PyType_Ready(type) < 0) goto bad;
        if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
            goto bad;
        Py_INCREF(type);
        cached_type = type;
    }
done:
    Py_DECREF(fake_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

/* 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
    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 PY_MAJOR_VERSION >= 3
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr) || (Py_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 (descr != NULL) {
        *method = descr;
        return 0;
    }
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(name));
#endif
    return 0;
#else
    attr = __Pyx_PyObject_GetAttrStr(obj, name);
    goto try_unpack;
#endif
try_unpack:
#if CYTHON_UNPACK_METHODS
    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
        PyObject *function = PyMethod_GET_FUNCTION(attr);
        Py_INCREF(function);
        Py_DECREF(attr);
        *method = function;
        return 1;
    }
#endif
    *method = attr;
    return 0;
}

/* PyObjectCallMethod1 */
static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) {
    PyObject *result = __Pyx_PyObject_CallOneArg(method, arg);
    Py_DECREF(method);
    return result;
}
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
    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);
}

/* CoroutineBase */
#include <structmember.h>
#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(CYTHON_UNUSED PyThreadState *__pyx_tstate, PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    __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 (Py_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) {
    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);
}
#define __Pyx_Coroutine_AlreadyRunningError(gen)  (__Pyx__Coroutine_AlreadyRunningError(gen), (PyObject*)NULL)
static void __Pyx__Coroutine_AlreadyRunningError(CYTHON_UNUSED __pyx_CoroutineObject *gen) {
    const char *msg;
    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(CYTHON_UNUSED PyObject *gen) {
    const char *msg;
    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(CYTHON_UNUSED PyObject *gen, PyObject *value, CYTHON_UNUSED int 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_type) {
        #if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
        #else
        if (exc_state->exc_traceback) {
            PyTracebackObject *tb = (PyTracebackObject *) exc_state->exc_traceback;
            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
        }
        #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((PyObject *) 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) {
    PyObject *exc_tb = exc_state->exc_traceback;
    if (likely(exc_tb)) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
#else
        PyTracebackObject *tb = (PyTracebackObject *) exc_tb;
        PyFrameObject *f = tb->tb_frame;
        Py_CLEAR(f->f_back);
#endif
    }
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_MethodReturn(CYTHON_UNUSED PyObject* gen, PyObject *retval) {
    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 {
            _PyGen_SetStopIterationValue(result);
        }
        Py_CLEAR(result);
    }
    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 = Py_TYPE(yf)->tp_iternext(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_GetAttrStr(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                PyErr_WriteUnraisable(yf);
            }
            PyErr_Clear();
        } else {
            retval = PyObject_CallFunction(meth, NULL);
            Py_DECREF(meth);
            if (!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 = Py_TYPE(yf)->tp_iternext(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, CYTHON_UNUSED PyObject *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_GetAttrStr(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                    gen->is_running = 0;
                    return NULL;
                }
                PyErr_Clear();
                __Pyx_Coroutine_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            if (likely(args)) {
                ret = PyObject_CallObject(meth, args);
            } else {
                ret = PyObject_CallFunctionObjArgs(meth, typ, val, tb, NULL);
            }
            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 (!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) {
    Py_VISIT(exc_state->exc_type);
    Py_VISIT(exc_state->exc_value);
    Py_VISIT(exc_state->exc_traceback);
    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 (PyObject_CallFinalizerFromDealloc(self))
#else
        Py_TYPE(gen)->tp_del(self);
        if (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);
    PyObject_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 (--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, CYTHON_UNUSED void *context)
{
    PyObject *name = self->gi_name;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#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;
    }
    tmp = self->gi_name;
    Py_INCREF(value);
    self->gi_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *name = self->gi_qualname;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#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;
    }
    tmp = self->gi_qualname;
    Py_INCREF(value);
    self->gi_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_frame(__pyx_CoroutineObject *self, CYTHON_UNUSED void *context)
{
    PyObject *frame = self->gi_frame;
    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;
    gen->gi_exc_state.exc_type = NULL;
    gen->gi_exc_state.exc_value = NULL;
    gen->gi_exc_state.exc_traceback = NULL;
#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 (!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},
    {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}
};
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "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 PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
    0,
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000
    0,
#endif
};
static int __pyx_Generator_init(void) {
    __pyx_GeneratorType_type.tp_getattro = __Pyx_PyObject_GenericGetAttrNoDict;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
    if (unlikely(!__pyx_GeneratorType)) {
        return -1;
    }
    return 0;
}

/* CheckBinaryVersion */
static int __Pyx_check_binary_version(void) {
    char ctversion[5];
    int same=1, i, found_dot;
    const char* rt_from_call = Py_GetVersion();
    PyOS_snprintf(ctversion, 5, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    found_dot = 0;
    for (i = 0; i < 4; i++) {
        if (!ctversion[i]) {
            same = (rt_from_call[i] < '0' || rt_from_call[i] > '9');
            break;
        }
        if (rt_from_call[i] != ctversion[i]) {
            same = 0;
            break;
        }
    }
    if (!same) {
        char rtversion[5] = {'\0'};
        char message[200];
        for (i=0; i<4; ++i) {
            if (rt_from_call[i] == '.') {
                if (found_dot) break;
                found_dot = 1;
            } else if (rt_from_call[i] < '0' || rt_from_call[i] > '9') {
                break;
            }
            rtversion[i] = rt_from_call[i];
        }
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        return PyErr_WarnEx(NULL, message, 1);
    }
    return 0;
}

/* 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;
    }
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(p, sig, 0);
#else
    cobj = PyCObject_FromVoidPtrAndDesc(p, (void *)sig, 0);
#endif
    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
#define __PYX_HAVE_RT_ImportVoidPtr
static int __Pyx_ImportVoidPtr(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 PY_VERSION_HEX >= 0x02070000
    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);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, desc);
        goto bad;
    }
    *p = PyCObject_AsVoidPtr(cobj);}
#endif
    if (!(*p))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* InitStrings */
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        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);
        }
        #else
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        if (PyObject_Hash(*t->p) == -1)
            return -1;
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    char* defenc_c;
    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
    if (!defenc) return NULL;
    defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    {
        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
        char* c;
        for (c = defenc_c; c < end; c++) {
            if ((unsigned char) (*c) >= 128) {
                PyUnicode_AsASCIIString(o);
                return NULL;
            }
        }
    }
#endif
    *length = PyBytes_GET_SIZE(defenc);
    return defenc_c;
}
#else
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(PyUnicode_IS_ASCII(o))) {
        *length = PyUnicode_GET_LENGTH(o);
        return PyUnicode_AsUTF8(o);
    } else {
        PyUnicode_AsASCIIString(o);
        return NULL;
    }
#else
    return PyUnicode_AsUTF8AndSize(o, length);
#endif
}
#endif
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (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) {
#if PY_MAJOR_VERSION >= 3
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type %.200s).  "
                "The ability to return an instance of a strict subclass of int "
                "is deprecated, and may be removed in a future version of Python.",
                Py_TYPE(result)->tp_name)) {
            Py_DECREF(result);
            return NULL;
        }
        return result;
    }
#endif
    PyErr_Format(PyExc_TypeError,
                 "__%.4s__ returned non-%.4s (type %.200s)",
                 type_name, type_name, Py_TYPE(result)->tp_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
    const digit* digits = ((PyLongObject*)b)->ob_digit;
    const Py_ssize_t size = Py_SIZE(b);
    if (likely(__Pyx_sst_abs(size) <= 1)) {
        ival = likely(size) ? digits[0] : 0;
        if (size == -1) ival = -ival;
        return ival;
    } else {
      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);
}


#endif /* Py_PYTHON_H */
