/* Generated by Cython 3.2.4 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "depends": [],
        "name": "humpy_cytoolz.dicttoolz",
        "sources": [
            "humpy_cytoolz/dicttoolz.pyx"
        ]
    },
    "module_name": "humpy_cytoolz.dicttoolz"
}
END: Cython Metadata */

#ifndef PY_SSIZE_T_CLEAN
#define PY_SSIZE_T_CLEAN
#endif /* PY_SSIZE_T_CLEAN */
/* InitLimitedAPI */
#if defined(Py_LIMITED_API)
  #if !defined(CYTHON_LIMITED_API)
  #define CYTHON_LIMITED_API 1
  #endif
#elif defined(CYTHON_LIMITED_API)
  #ifdef _MSC_VER
  #pragma message ("Limited API usage is enabled with 'CYTHON_LIMITED_API' but 'Py_LIMITED_API' does not define a Python target version. Consider setting 'Py_LIMITED_API' instead.")
  #else
  #warning Limited API usage is enabled with 'CYTHON_LIMITED_API' but 'Py_LIMITED_API' does not define a Python target version. Consider setting 'Py_LIMITED_API' instead.
  #endif
#endif

#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 < 0x03080000
    #error Cython requires Python 3.8+.
#else
#define __PYX_ABI_VERSION "3_2_4"
#define CYTHON_HEX_VERSION 0x030204F0
#define CYTHON_FUTURE_DIVISION 1
/* CModulePreamble */
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(_WIN32) && !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 PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#define __PYX_LIMITED_VERSION_HEX PY_VERSION_HEX
#if defined(GRAALVM_PYTHON)
  /* For very preliminary testing purposes. Most variables are set the same as PyPy.
     The existence of this section does not imply that anything works or is even tested */
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 0
  #define CYTHON_COMPILING_IN_GRAAL 1
  #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_TYPE_SPECS
  #define CYTHON_USE_TYPE_SPECS 0
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #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_AVOID_THREAD_UNSAFE_BORROWED_REFS
  #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_ASSUME_SAFE_SIZE
  #define CYTHON_ASSUME_SAFE_SIZE 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
  #undef CYTHON_METH_FASTCALL
  #define CYTHON_METH_FASTCALL 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS 1
  #endif
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #undef CYTHON_USE_MODULE_STATE
  #define CYTHON_USE_MODULE_STATE 0
  #undef CYTHON_USE_SYS_MONITORING
  #define CYTHON_USE_SYS_MONITORING 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_AM_SEND
  #define CYTHON_USE_AM_SEND 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 1
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
  #endif
  #undef CYTHON_USE_FREELISTS
  #define CYTHON_USE_FREELISTS 0
  #undef CYTHON_IMMORTAL_CONSTANTS
  #define CYTHON_IMMORTAL_CONSTANTS 0
#elif defined(PYPY_VERSION)
  #define CYTHON_COMPILING_IN_PYPY 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 0
  #define CYTHON_COMPILING_IN_GRAAL 0
  #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 1
  #ifndef CYTHON_USE_TYPE_SPECS
    #define CYTHON_USE_TYPE_SPECS 0
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #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_AVOID_THREAD_UNSAFE_BORROWED_REFS
  #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #ifndef CYTHON_ASSUME_SAFE_SIZE
    #define CYTHON_ASSUME_SAFE_SIZE 1
  #endif
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
  #undef CYTHON_METH_FASTCALL
  #define CYTHON_METH_FASTCALL 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS 1
  #endif
  #if PY_VERSION_HEX < 0x03090000
    #undef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #undef CYTHON_USE_MODULE_STATE
  #define CYTHON_USE_MODULE_STATE 0
  #undef CYTHON_USE_SYS_MONITORING
  #define CYTHON_USE_SYS_MONITORING 0
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE (PYPY_VERSION_NUM >= 0x07030C00)
  #endif
  #undef CYTHON_USE_AM_SEND
  #define CYTHON_USE_AM_SEND 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_NUM >= 0x07031100)
  #endif
  #undef CYTHON_USE_FREELISTS
  #define CYTHON_USE_FREELISTS 0
  #undef CYTHON_IMMORTAL_CONSTANTS
  #define CYTHON_IMMORTAL_CONSTANTS 0
#elif defined(CYTHON_LIMITED_API)
  #ifdef Py_LIMITED_API
    #undef __PYX_LIMITED_VERSION_HEX
    #define __PYX_LIMITED_VERSION_HEX Py_LIMITED_API
  #endif
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #define CYTHON_COMPILING_IN_LIMITED_API 1
  #define CYTHON_COMPILING_IN_GRAAL 0
  #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_TYPE_SPECS
  #define CYTHON_USE_TYPE_SPECS 1
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #ifndef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #endif
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
    #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0
  #endif
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_ASSUME_SAFE_SIZE
  #define CYTHON_ASSUME_SAFE_SIZE 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_GIL
  #define CYTHON_FAST_GIL 0
  #undef CYTHON_METH_FASTCALL
  #define CYTHON_METH_FASTCALL (__PYX_LIMITED_VERSION_HEX >= 0x030C0000)
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS 1
  #endif
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #ifndef CYTHON_USE_MODULE_STATE
    #define CYTHON_USE_MODULE_STATE 0
  #endif
  #undef CYTHON_USE_SYS_MONITORING
  #define CYTHON_USE_SYS_MONITORING 0
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 0
  #endif
  #ifndef CYTHON_USE_AM_SEND
    #define CYTHON_USE_AM_SEND (__PYX_LIMITED_VERSION_HEX >= 0x030A0000)
  #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
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
  #endif
  #ifndef CYTHON_USE_FREELISTS
  #define CYTHON_USE_FREELISTS 1
  #endif
  #undef CYTHON_IMMORTAL_CONSTANTS
  #define CYTHON_IMMORTAL_CONSTANTS 0
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
  #define CYTHON_COMPILING_IN_LIMITED_API 0
  #define CYTHON_COMPILING_IN_GRAAL 0
  #ifdef Py_GIL_DISABLED
    #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 1
  #else
    #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0
  #endif
  #if PY_VERSION_HEX < 0x030A0000
    #undef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #elif !defined(CYTHON_USE_TYPE_SLOTS)
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #ifndef CYTHON_USE_TYPE_SPECS
    #define CYTHON_USE_TYPE_SPECS 0
  #endif
  #ifndef CYTHON_USE_PYTYPE_LOOKUP
    #define CYTHON_USE_PYTYPE_LOOKUP 1
  #endif
  #ifndef CYTHON_USE_PYLONG_INTERNALS
    #define CYTHON_USE_PYLONG_INTERNALS 1
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    #undef CYTHON_USE_PYLIST_INTERNALS
    #define CYTHON_USE_PYLIST_INTERNALS 0
  #elif !defined(CYTHON_USE_PYLIST_INTERNALS)
    #define CYTHON_USE_PYLIST_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING || 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
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    #undef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
    #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 1
  #elif !defined(CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS)
    #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_ASSUME_SAFE_SIZE
    #define CYTHON_ASSUME_SAFE_SIZE 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #ifndef CYTHON_FAST_THREAD_STATE
    #define CYTHON_FAST_THREAD_STATE 1
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    #undef CYTHON_FAST_GIL
    #define CYTHON_FAST_GIL 0
  #elif !defined(CYTHON_FAST_GIL)
    #define CYTHON_FAST_GIL (PY_VERSION_HEX < 0x030C00A6)
  #endif
  #ifndef CYTHON_METH_FASTCALL
    #define CYTHON_METH_FASTCALL 1
  #endif
  #ifndef CYTHON_FAST_PYCALL
    #define CYTHON_FAST_PYCALL 1
  #endif
  #ifndef CYTHON_PEP487_INIT_SUBCLASS
    #define CYTHON_PEP487_INIT_SUBCLASS 1
  #endif
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT 1
  #endif
  #ifndef CYTHON_USE_MODULE_STATE
    #define CYTHON_USE_MODULE_STATE 0
  #endif
  #ifndef CYTHON_USE_SYS_MONITORING
    #define CYTHON_USE_SYS_MONITORING (PY_VERSION_HEX >= 0x030d00B1)
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE 1
  #endif
  #ifndef CYTHON_USE_AM_SEND
    #define CYTHON_USE_AM_SEND 1
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    #undef CYTHON_USE_DICT_VERSIONS
    #define CYTHON_USE_DICT_VERSIONS 0
  #elif !defined(CYTHON_USE_DICT_VERSIONS)
    #define CYTHON_USE_DICT_VERSIONS  (PY_VERSION_HEX < 0x030C00A5 && !CYTHON_USE_MODULE_STATE)
  #endif
  #ifndef CYTHON_USE_EXC_INFO_STACK
    #define CYTHON_USE_EXC_INFO_STACK 1
  #endif
  #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
    #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
  #endif
  #ifndef CYTHON_USE_FREELISTS
    #define CYTHON_USE_FREELISTS (!CYTHON_COMPILING_IN_CPYTHON_FREETHREADING)
  #endif
  #if defined(CYTHON_IMMORTAL_CONSTANTS) && PY_VERSION_HEX < 0x030C0000
    #undef CYTHON_IMMORTAL_CONSTANTS
    #define CYTHON_IMMORTAL_CONSTANTS 0  // definitely won't work
  #elif !defined(CYTHON_IMMORTAL_CONSTANTS)
    #define CYTHON_IMMORTAL_CONSTANTS (PY_VERSION_HEX >= 0x030C0000 && !CYTHON_USE_MODULE_STATE && CYTHON_COMPILING_IN_CPYTHON_FREETHREADING)
  #endif
#endif
#ifndef CYTHON_COMPRESS_STRINGS
  #define CYTHON_COMPRESS_STRINGS 1
#endif
#ifndef CYTHON_FAST_PYCCALL
#define CYTHON_FAST_PYCCALL  CYTHON_FAST_PYCALL
#endif
#ifndef CYTHON_VECTORCALL
#if CYTHON_COMPILING_IN_LIMITED_API
#define CYTHON_VECTORCALL  (__PYX_LIMITED_VERSION_HEX >= 0x030C0000)
#else
#define CYTHON_VECTORCALL  (CYTHON_FAST_PYCCALL)
#endif
#endif
#if CYTHON_USE_PYLONG_INTERNALS
  #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(__cplusplus)
    /* for clang __has_cpp_attribute(maybe_unused) is true even before C++17
     * but leads to warnings with -pedantic, since it is a C++17 feature */
    #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
      #if __has_cpp_attribute(maybe_unused)
        #define CYTHON_UNUSED [[maybe_unused]]
      #endif
    #endif
  #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_UNUSED_VAR
#  if defined(__cplusplus)
     template<class T> void CYTHON_UNUSED_VAR( const T& ) { }
#  else
#    define CYTHON_UNUSED_VAR(x) (void)(x)
#  endif
#endif
#ifndef CYTHON_MAYBE_UNUSED_VAR
  #define CYTHON_MAYBE_UNUSED_VAR(x) CYTHON_UNUSED_VAR(x)
#endif
#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON && !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
#ifndef CYTHON_USE_CPP_STD_MOVE
  #if defined(__cplusplus) && (\
    __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600))
    #define CYTHON_USE_CPP_STD_MOVE 1
  #else
    #define CYTHON_USE_CPP_STD_MOVE 0
  #endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
#include <stdint.h>
typedef uintptr_t  __pyx_uintptr_t;
#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus)
    /* for clang __has_cpp_attribute(fallthrough) is true even before C++17
     * but leads to warnings with -pedantic, since it is a C++17 feature */
    #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
      #if __has_cpp_attribute(fallthrough)
        #define CYTHON_FALLTHROUGH [[fallthrough]]
      #endif
    #endif
    #ifndef CYTHON_FALLTHROUGH
      #if __has_cpp_attribute(clang::fallthrough)
        #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
      #elif __has_cpp_attribute(gnu::fallthrough)
        #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
      #endif
    #endif
  #endif
  #ifndef CYTHON_FALLTHROUGH
    #if __has_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
    #else
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
  #if defined(__clang__) && defined(__apple_build_version__)
    #if __apple_build_version__ < 7000000
      #undef  CYTHON_FALLTHROUGH
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
#endif
#ifndef Py_UNREACHABLE
  #define Py_UNREACHABLE()  assert(0); abort()
#endif
#ifdef __cplusplus
  template <typename T>
  struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);};
  #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL<type>::value)
#else
  #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0)
#endif
#if CYTHON_COMPILING_IN_PYPY == 1
  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX < 0x030A0000)
#else
  #define __PYX_NEED_TP_PRINT_SLOT  (PY_VERSION_HEX < 0x03090000)
#endif
#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))

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

/* PythonCompatibility */
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#define __Pyx_BUILTIN_MODULE_NAME "builtins"
#define __Pyx_DefaultClassType PyType_Type
#if CYTHON_COMPILING_IN_LIMITED_API
    #ifndef CO_OPTIMIZED
    static int CO_OPTIMIZED;
    #endif
    #ifndef CO_NEWLOCALS
    static int CO_NEWLOCALS;
    #endif
    #ifndef CO_VARARGS
    static int CO_VARARGS;
    #endif
    #ifndef CO_VARKEYWORDS
    static int CO_VARKEYWORDS;
    #endif
    #ifndef CO_ASYNC_GENERATOR
    static int CO_ASYNC_GENERATOR;
    #endif
    #ifndef CO_GENERATOR
    static int CO_GENERATOR;
    #endif
    #ifndef CO_COROUTINE
    static int CO_COROUTINE;
    #endif
#else
    #ifndef CO_COROUTINE
      #define CO_COROUTINE 0x80
    #endif
    #ifndef CO_ASYNC_GENERATOR
      #define CO_ASYNC_GENERATOR 0x200
    #endif
#endif
static int __Pyx_init_co_variables(void);
#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
  #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
#else
  #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
  #define __Pyx_Py_Is(x, y)  Py_Is(x, y)
#else
  #define __Pyx_Py_Is(x, y) ((x) == (y))
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
  #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
#else
  #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
  #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
#else
  #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
#endif
#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse)
  #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob)
#else
  #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False)
#endif
#define __Pyx_NoneAsNull(obj)  (__Pyx_Py_IsNone(obj) ? NULL : (obj))
#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
#else
  #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#ifndef Py_TPFLAGS_SEQUENCE
  #define Py_TPFLAGS_SEQUENCE 0
#endif
#ifndef Py_TPFLAGS_MAPPING
  #define Py_TPFLAGS_MAPPING 0
#endif
#ifndef Py_TPFLAGS_IMMUTABLETYPE
  #define Py_TPFLAGS_IMMUTABLETYPE (1UL << 8)
#endif
#ifndef Py_TPFLAGS_DISALLOW_INSTANTIATION
  #define Py_TPFLAGS_DISALLOW_INSTANTIATION (1UL << 7)
#endif
#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#ifndef METH_FASTCALL
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #if PY_VERSION_HEX >= 0x030d00A4
  #  define __Pyx_PyCFunctionFast PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords
  #else
  #  define __Pyx_PyCFunctionFast _PyCFunctionFast
  #  define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
  #endif
#endif
#if CYTHON_METH_FASTCALL
  #define __Pyx_METH_FASTCALL METH_FASTCALL
  #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
  #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
#else
  #define __Pyx_METH_FASTCALL METH_VARARGS
  #define __Pyx_PyCFunction_FastCall PyCFunction
  #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
#endif
#if CYTHON_VECTORCALL
  #define __pyx_vectorcallfunc vectorcallfunc
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  PY_VECTORCALL_ARGUMENTS_OFFSET
  #define __Pyx_PyVectorcall_NARGS(n)  PyVectorcall_NARGS((size_t)(n))
#else
  #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET  0
  #define __Pyx_PyVectorcall_NARGS(n)  ((Py_ssize_t)(n))
#endif
#if PY_VERSION_HEX >= 0x030900B1
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_CheckExact(func)
#else
#define __Pyx_PyCFunction_CheckExact(func)  PyCFunction_Check(func)
#endif
#define __Pyx_CyOrPyCFunction_Check(func)  PyCFunction_Check(func)
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  (((PyCFunctionObject*)(func))->m_ml->ml_meth)
#elif !CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func)  PyCFunction_GET_FUNCTION(func)
#endif
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_CyOrPyCFunction_GET_FLAGS(func)  (((PyCFunctionObject*)(func))->m_ml->ml_flags)
static CYTHON_INLINE PyObject* __Pyx_CyOrPyCFunction_GET_SELF(PyObject *func) {
    return (__Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_STATIC) ? NULL : ((PyCFunctionObject*)func)->m_self;
}
#endif
static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void (*cfunc)(void)) {
#if CYTHON_COMPILING_IN_LIMITED_API
    return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
#else
    return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
#endif
}
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCFunction(func, cfunc)
#if PY_VERSION_HEX < 0x03090000 || (CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000)
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  ((void)m, PyType_FromSpecWithBases(s, b))
  typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *);
#else
  #define __Pyx_PyType_FromModuleAndSpec(m, s, b)  PyType_FromModuleAndSpec(m, s, b)
  #define __Pyx_PyCMethod  PyCMethod
#endif
#ifndef METH_METHOD
  #define METH_METHOD 0x200
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
  #define PyObject_Malloc(s)   PyMem_Malloc(s)
  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)
#elif CYTHON_COMPILING_IN_GRAAL && defined(GRAALPY_VERSION_NUM) && GRAALPY_VERSION_NUM > 0x19000000
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) GraalPyFrame_SetLineNumber((frame), (lineno))
#elif CYTHON_COMPILING_IN_GRAAL
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) _PyFrame_SetLineNumber((frame), (lineno))
#else
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyThreadState_Current PyThreadState_Get()
#elif !CYTHON_FAST_THREAD_STATE
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x030d00A1
  #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#endif
#if CYTHON_USE_MODULE_STATE
static CYTHON_INLINE void *__Pyx__PyModule_GetState(PyObject *op)
{
    void *result;
    result = PyModule_GetState(op);
    if (!result)
        Py_FatalError("Couldn't find the module state");
    return result;
}
#define __Pyx_PyModule_GetState(o) (__pyx_mstatetype *)__Pyx__PyModule_GetState(o)
#else
#define __Pyx_PyModule_GetState(op) ((void)op,__pyx_mstate_global)
#endif
#define __Pyx_PyObject_GetSlot(obj, name, func_ctype)  __Pyx_PyType_GetSlot(Py_TYPE((PyObject *) obj), name, func_ctype)
#define __Pyx_PyObject_TryGetSlot(obj, name, func_ctype) __Pyx_PyType_TryGetSlot(Py_TYPE(obj), name, func_ctype)
#define __Pyx_PyObject_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(Py_TYPE(obj), sub, name, func_ctype)
#define __Pyx_PyObject_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSubSlot(Py_TYPE(obj), sub, name, func_ctype)
#if CYTHON_USE_TYPE_SLOTS
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((type)->name)
  #define __Pyx_PyType_TryGetSlot(type, name, func_ctype) __Pyx_PyType_GetSlot(type, name, func_ctype)
  #define __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype) (((type)->sub) ? ((type)->sub->name) : NULL)
  #define __Pyx_PyType_TryGetSubSlot(type, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype)
#else
  #define __Pyx_PyType_GetSlot(type, name, func_ctype)  ((func_ctype) PyType_GetSlot((type), Py_##name))
  #define __Pyx_PyType_TryGetSlot(type, name, func_ctype)\
    ((__PYX_LIMITED_VERSION_HEX >= 0x030A0000 ||\
     (PyType_GetFlags(type) & Py_TPFLAGS_HEAPTYPE) || __Pyx_get_runtime_version() >= 0x030A0000) ?\
     __Pyx_PyType_GetSlot(type, name, func_ctype) : NULL)
  #define __Pyx_PyType_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSlot(obj, name, func_ctype)
  #define __Pyx_PyType_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSlot(obj, name, func_ctype)
#endif
#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
#endif
#define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
#define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStrWithError(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) {
    PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name);
    if (res == NULL) PyErr_Clear();
    return res;
}
#elif !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000
#define __Pyx_PyDict_GetItemStrWithError  PyDict_GetItemWithError
#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
#else
static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) {
#if CYTHON_COMPILING_IN_PYPY
    return PyDict_GetItem(dict, name);
#else
    PyDictEntry *ep;
    PyDictObject *mp = (PyDictObject*) dict;
    long hash = ((PyStringObject *) name)->ob_shash;
    assert(hash != -1);
    ep = (mp->ma_lookup)(mp, name, hash);
    if (ep == NULL) {
        return NULL;
    }
    return ep->me_value;
#endif
}
#define __Pyx_PyDict_GetItemStr           PyDict_GetItem
#endif
#if CYTHON_USE_TYPE_SLOTS
  #define __Pyx_PyType_GetFlags(tp)   (((PyTypeObject *)tp)->tp_flags)
  #define __Pyx_PyType_HasFeature(type, feature)  ((__Pyx_PyType_GetFlags(type) & (feature)) != 0)
#else
  #define __Pyx_PyType_GetFlags(tp)   (PyType_GetFlags((PyTypeObject *)tp))
  #define __Pyx_PyType_HasFeature(type, feature)  PyType_HasFeature(type, feature)
#endif
#define __Pyx_PyObject_GetIterNextFunc(iterator)  __Pyx_PyObject_GetSlot(iterator, tp_iternext, iternextfunc)
#if CYTHON_USE_TYPE_SPECS
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  {\
    PyTypeObject *type = Py_TYPE((PyObject*)obj);\
    assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\
    PyObject_GC_Del(obj);\
    Py_DECREF(type);\
}
#else
#define __Pyx_PyHeapTypeObject_GC_Del(obj)  PyObject_GC_Del(obj)
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i)
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((void)u, 1114111U)
  #define __Pyx_PyUnicode_KIND(u)         ((void)u, (0))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)u)
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)k, PyUnicode_ReadChar((PyObject*)(d), i))
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GetLength(u))
#else
  #if PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_READY(op)       (0)
  #else
    #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                                0 : _PyUnicode_Ready((PyObject *)(op)))
  #endif
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
  #define __Pyx_PyUnicode_KIND(u)         ((int)PyUnicode_KIND(u))
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, (Py_UCS4) ch)
  #if PY_VERSION_HEX >= 0x030C0000
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #else
    #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
    #else
    #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
    #endif
  #endif
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #if !defined(PyUnicode_DecodeUnicodeEscape)
    #define PyUnicode_DecodeUnicodeEscape(s, size, errors)  PyUnicode_Decode(s, size, "unicode_escape", errors)
  #endif
  #if !defined(PyUnicode_Contains)
    #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
  #endif
  #if !defined(PyByteArray_Check)
    #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
  #endif
  #if !defined(PyObject_Format)
    #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
  #endif
#endif
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  #define __Pyx_PySequence_ListKeepNew(obj)\
    (likely(PyList_CheckExact(obj) && PyUnstable_Object_IsUniquelyReferenced(obj)) ? __Pyx_NewRef(obj) : PySequence_List(obj))
#elif CYTHON_COMPILING_IN_CPYTHON
  #define __Pyx_PySequence_ListKeepNew(obj)\
    (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj))
#else
  #define __Pyx_PySequence_ListKeepNew(obj)  PySequence_List(obj)
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        __Pyx_IS_TYPE(obj, &PySet_Type)
#endif
#if PY_VERSION_HEX >= 0x030900A4
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
#else
  #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
  #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
#endif
enum __Pyx_ReferenceSharing {
  __Pyx_ReferenceSharing_DefinitelyUnique, // We created it so we know it's unshared - no need to check
  __Pyx_ReferenceSharing_OwnStrongReference,
  __Pyx_ReferenceSharing_FunctionArgument,
  __Pyx_ReferenceSharing_SharedReference, // Never trust it to be unshared because it's a global or similar
};
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && PY_VERSION_HEX >= 0x030E0000
#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing)\
    (sharing == __Pyx_ReferenceSharing_DefinitelyUnique ? 1 :\
      (sharing == __Pyx_ReferenceSharing_FunctionArgument ? PyUnstable_Object_IsUniqueReferencedTemporary(o) :\
      (sharing == __Pyx_ReferenceSharing_OwnStrongReference ? PyUnstable_Object_IsUniquelyReferenced(o) : 0)))
#elif (CYTHON_COMPILING_IN_CPYTHON && !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING) || CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing) (((void)sharing), Py_REFCNT(o) == 1)
#else
#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing) (((void)o), ((void)sharing), 0)
#endif
#if CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
  #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    #define __Pyx_PyList_GetItemRef(o, i) PyList_GetItemRef(o, i)
  #elif CYTHON_COMPILING_IN_LIMITED_API || !CYTHON_ASSUME_SAFE_MACROS
    #define __Pyx_PyList_GetItemRef(o, i) (likely((i) >= 0) ? PySequence_GetItem(o, i) : (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
  #else
    #define __Pyx_PyList_GetItemRef(o, i) PySequence_ITEM(o, i)
  #endif
#elif CYTHON_COMPILING_IN_LIMITED_API || !CYTHON_ASSUME_SAFE_MACROS
  #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    #define __Pyx_PyList_GetItemRef(o, i) PyList_GetItemRef(o, i)
  #else
    #define __Pyx_PyList_GetItemRef(o, i) __Pyx_XNewRef(PyList_GetItem(o, i))
  #endif
#else
  #define __Pyx_PyList_GetItemRef(o, i) __Pyx_NewRef(PyList_GET_ITEM(o, i))
#endif
#if CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS && !CYTHON_COMPILING_IN_LIMITED_API && CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PyList_GetItemRefFast(o, i, unsafe_shared) (__Pyx_IS_UNIQUELY_REFERENCED(o, unsafe_shared) ?\
    __Pyx_NewRef(PyList_GET_ITEM(o, i)) : __Pyx_PyList_GetItemRef(o, i))
#else
  #define __Pyx_PyList_GetItemRefFast(o, i, unsafe_shared) __Pyx_PyList_GetItemRef(o, i)
#endif
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
#define __Pyx_PyDict_GetItemRef(dict, key, result) PyDict_GetItemRef(dict, key, result)
#elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) {
  *result = PyObject_GetItem(dict, key);
  if (*result == NULL) {
    if (PyErr_ExceptionMatches(PyExc_KeyError)) {
      PyErr_Clear();
      return 0;
    }
    return -1;
  }
  return 1;
}
#else
static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) {
  *result = PyDict_GetItemWithError(dict, key);
  if (*result == NULL) {
    return PyErr_Occurred() ? -1 : 0;
  }
  Py_INCREF(*result);
  return 1;
}
#endif
#if defined(CYTHON_DEBUG_VISIT_CONST) && CYTHON_DEBUG_VISIT_CONST
  #define __Pyx_VISIT_CONST(obj)  Py_VISIT(obj)
#else
  #define __Pyx_VISIT_CONST(obj)
#endif
#if CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PySequence_ITEM(o, i) PySequence_ITEM(o, i)
  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
  #define __Pyx_PyTuple_SET_ITEM(o, i, v) (PyTuple_SET_ITEM(o, i, v), (0))
  #define __Pyx_PyTuple_GET_ITEM(o, i) PyTuple_GET_ITEM(o, i)
  #define __Pyx_PyList_SET_ITEM(o, i, v) (PyList_SET_ITEM(o, i, v), (0))
  #define __Pyx_PyList_GET_ITEM(o, i) PyList_GET_ITEM(o, i)
#else
  #define __Pyx_PySequence_ITEM(o, i) PySequence_GetItem(o, i)
  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
  #define __Pyx_PyTuple_SET_ITEM(o, i, v) PyTuple_SetItem(o, i, v)
  #define __Pyx_PyTuple_GET_ITEM(o, i) PyTuple_GetItem(o, i)
  #define __Pyx_PyList_SET_ITEM(o, i, v) PyList_SetItem(o, i, v)
  #define __Pyx_PyList_GET_ITEM(o, i) PyList_GetItem(o, i)
#endif
#if CYTHON_ASSUME_SAFE_SIZE
  #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_GET_SIZE(o)
  #define __Pyx_PyList_GET_SIZE(o) PyList_GET_SIZE(o)
  #define __Pyx_PySet_GET_SIZE(o) PySet_GET_SIZE(o)
  #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_GET_SIZE(o)
  #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_GET_SIZE(o)
  #define __Pyx_PyUnicode_GET_LENGTH(o) PyUnicode_GET_LENGTH(o)
#else
  #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_Size(o)
  #define __Pyx_PyList_GET_SIZE(o) PyList_Size(o)
  #define __Pyx_PySet_GET_SIZE(o) PySet_Size(o)
  #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_Size(o)
  #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_Size(o)
  #define __Pyx_PyUnicode_GET_LENGTH(o) PyUnicode_GetLength(o)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_InternFromString)
  #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
#endif
#define __Pyx_PyLong_FromHash_t PyLong_FromSsize_t
#define __Pyx_PyLong_AsHash_t   __Pyx_PyIndex_AsSsize_t
#if __PYX_LIMITED_VERSION_HEX >= 0x030A0000
    #define __Pyx_PySendResult PySendResult
#else
    typedef enum {
        PYGEN_RETURN = 0,
        PYGEN_ERROR = -1,
        PYGEN_NEXT = 1,
    } __Pyx_PySendResult;
#endif
#if CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX < 0x030A00A3
  typedef __Pyx_PySendResult (*__Pyx_pyiter_sendfunc)(PyObject *iter, PyObject *value, PyObject **result);
#else
  #define __Pyx_pyiter_sendfunc sendfunc
#endif
#if !CYTHON_USE_AM_SEND
#define __PYX_HAS_PY_AM_SEND 0
#elif __PYX_LIMITED_VERSION_HEX >= 0x030A0000
#define __PYX_HAS_PY_AM_SEND 1
#else
#define __PYX_HAS_PY_AM_SEND 2  // our own backported implementation
#endif
#if __PYX_HAS_PY_AM_SEND < 2
    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
#else
    typedef struct {
        unaryfunc am_await;
        unaryfunc am_aiter;
        unaryfunc am_anext;
        __Pyx_pyiter_sendfunc am_send;
    } __Pyx_PyAsyncMethodsStruct;
    #define __Pyx_SlotTpAsAsync(s) ((PyAsyncMethods*)(s))
#endif
#if CYTHON_USE_AM_SEND && PY_VERSION_HEX < 0x030A00F0
    #define __Pyx_TPFLAGS_HAVE_AM_SEND (1UL << 21)
#else
    #define __Pyx_TPFLAGS_HAVE_AM_SEND (0)
#endif
#if PY_VERSION_HEX >= 0x03090000
#define __Pyx_PyInterpreterState_Get() PyInterpreterState_Get()
#else
#define __Pyx_PyInterpreterState_Get() PyThreadState_Get()->interp
#endif
#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030A0000
#ifdef __cplusplus
extern "C"
#endif
PyAPI_FUNC(void *) PyMem_Calloc(size_t nelem, size_t elsize);
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
static int __Pyx_init_co_variable(PyObject *inspect, const char* name, int *write_to) {
    int value;
    PyObject *py_value = PyObject_GetAttrString(inspect, name);
    if (!py_value) return 0;
    value = (int) PyLong_AsLong(py_value);
    Py_DECREF(py_value);
    *write_to = value;
    return value != -1 || !PyErr_Occurred();
}
static int __Pyx_init_co_variables(void) {
    PyObject *inspect;
    int result;
    inspect = PyImport_ImportModule("inspect");
    result =
#if !defined(CO_OPTIMIZED)
        __Pyx_init_co_variable(inspect, "CO_OPTIMIZED", &CO_OPTIMIZED) &&
#endif
#if !defined(CO_NEWLOCALS)
        __Pyx_init_co_variable(inspect, "CO_NEWLOCALS", &CO_NEWLOCALS) &&
#endif
#if !defined(CO_VARARGS)
        __Pyx_init_co_variable(inspect, "CO_VARARGS", &CO_VARARGS) &&
#endif
#if !defined(CO_VARKEYWORDS)
        __Pyx_init_co_variable(inspect, "CO_VARKEYWORDS", &CO_VARKEYWORDS) &&
#endif
#if !defined(CO_ASYNC_GENERATOR)
        __Pyx_init_co_variable(inspect, "CO_ASYNC_GENERATOR", &CO_ASYNC_GENERATOR) &&
#endif
#if !defined(CO_GENERATOR)
        __Pyx_init_co_variable(inspect, "CO_GENERATOR", &CO_GENERATOR) &&
#endif
#if !defined(CO_COROUTINE)
        __Pyx_init_co_variable(inspect, "CO_COROUTINE", &CO_COROUTINE) &&
#endif
        1;
    Py_DECREF(inspect);
    return result ? 0 : -1;
}
#else
static int __Pyx_init_co_variables(void) {
    return 0;  // It's a limited API-only feature
}
#endif

/* MathInitCode */
#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
  #ifndef _USE_MATH_DEFINES
    #define _USE_MATH_DEFINES
  #endif
#endif
#include <math.h>
#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
#define __Pyx_truncl trunc
#else
#define __Pyx_truncl truncl
#endif

#ifndef CYTHON_CLINE_IN_TRACEBACK_RUNTIME
#define CYTHON_CLINE_IN_TRACEBACK_RUNTIME 0
#endif
#ifndef CYTHON_CLINE_IN_TRACEBACK
#define CYTHON_CLINE_IN_TRACEBACK CYTHON_CLINE_IN_TRACEBACK_RUNTIME
#endif
#if CYTHON_CLINE_IN_TRACEBACK
#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; }
#else
#define __PYX_MARK_ERR_POS(f_index, lineno)  { __pyx_filename = __pyx_f[f_index]; (void) __pyx_filename; __pyx_lineno = lineno; (void) __pyx_lineno; (void) __pyx_clineno; }
#endif
#define __PYX_ERR(f_index, lineno, Ln_error) \
    { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }

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

#define __PYX_HAVE__humpy_cytoolz__dicttoolz
#define __PYX_HAVE_API__humpy_cytoolz__dicttoolz
/* Early includes */
#include <string.h>
#include <stdio.h>

    #if PY_MAJOR_VERSION <= 2
    #define PyDict_GetItemWithError _PyDict_GetItemWithError
    #endif

    #if __PYX_LIMITED_VERSION_HEX < 0x030d0000
    static CYTHON_INLINE int
    __Pyx_CAPI_PyDict_GetItemStringRef(PyObject *mp, const char *key, PyObject **result)
    {
        int res;
        PyObject *key_obj = PyUnicode_FromString(key);
        if (key_obj == NULL) {
            *result = NULL;
            return -1;
        }
        res = __Pyx_PyDict_GetItemRef(mp, key_obj, result);
        Py_DECREF(key_obj);
        return res;
    }
    #else
    #define __Pyx_CAPI_PyDict_GetItemStringRef PyDict_GetItemStringRef
    #endif
    #if PY_VERSION_HEX < 0x030d0000 || (CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030F0000)
    static CYTHON_INLINE int
    __Pyx_CAPI_PyDict_SetDefaultRef(PyObject *d, PyObject *key, PyObject *default_value,
                        PyObject **result)
    {
        PyObject *value;
        if (__Pyx_PyDict_GetItemRef(d, key, &value) < 0) {
            // get error
            if (result) {
                *result = NULL;
            }
            return -1;
        }
        if (value != NULL) {
            // present
            if (result) {
                *result = value;
            }
            else {
                Py_DECREF(value);
            }
            return 1;
        }

        // missing: set the item
        if (PyDict_SetItem(d, key, default_value) < 0) {
            // set error
            if (result) {
                *result = NULL;
            }
            return -1;
        }
        if (result) {
            Py_INCREF(default_value);
            *result = default_value;
        }
        return 0;
    }
    #else
    #define __Pyx_CAPI_PyDict_SetDefaultRef PyDict_SetDefaultRef
    #endif
    

    #if __PYX_LIMITED_VERSION_HEX < 0x030d0000
    static CYTHON_INLINE PyObject *
    __Pyx_CAPI_PyList_GetItemRef(PyObject *list, Py_ssize_t index)
    {
        PyObject *item = PyList_GetItem(list, index);
        Py_XINCREF(item);
        return item;
    }
    #else
    #define __Pyx_CAPI_PyList_GetItemRef PyList_GetItemRef
    #endif

    #if CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX < 0x030d0000
    static CYTHON_INLINE int
    __Pyx_CAPI_PyList_Extend(PyObject *list, PyObject *iterable)
    {
        return PyList_SetSlice(list, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, iterable);
    }

    static CYTHON_INLINE int
    __Pyx_CAPI_PyList_Clear(PyObject *list)
    {
        return PyList_SetSlice(list, 0, PY_SSIZE_T_MAX, NULL);
    }
    #else
    #define __Pyx_CAPI_PyList_Extend PyList_Extend
    #define __Pyx_CAPI_PyList_Clear PyList_Clear
    #endif
    
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

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

#ifdef CYTHON_FREETHREADING_COMPATIBLE
#if CYTHON_FREETHREADING_COMPATIBLE
#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_NOT_USED
#else
#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_USED
#endif
#else
#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_NOT_USED
#endif
#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
    (sizeof(type) < sizeof(Py_ssize_t))  ||\
    (sizeof(type) > sizeof(Py_ssize_t) &&\
          likely(v < (type)PY_SSIZE_T_MAX ||\
                 v == (type)PY_SSIZE_T_MAX)  &&\
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
                                v == (type)PY_SSIZE_T_MIN)))  ||\
    (sizeof(type) == sizeof(Py_ssize_t) &&\
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
                               v == (type)PY_SSIZE_T_MAX)))  )
static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
    return (size_t) i < (size_t) limit;
}
#if defined (__cplusplus) && __cplusplus >= 201103L
    #include <cstdlib>
    #define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER)
    #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
    #define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s);
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*);
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if CYTHON_ASSUME_SAFE_MACROS
    #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_PyByteArray_AsString(s) PyByteArray_AS_STRING(s)
#else
    #define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AsString(s))
    #define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AsString(s))
    #define __Pyx_PyByteArray_AsString(s) PyByteArray_AsString(s)
#endif
#define __Pyx_PyObject_AsWritableString(s)    ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
#define __Pyx_PyUnicode_FromOrdinal(o)       PyUnicode_FromOrdinal((int)o)
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
static CYTHON_INLINE PyObject *__Pyx_NewRef(PyObject *obj) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030a0000 || defined(Py_NewRef)
    return Py_NewRef(obj);
#else
    Py_INCREF(obj);
    return obj;
#endif
}
static CYTHON_INLINE PyObject *__Pyx_XNewRef(PyObject *obj) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030a0000 || defined(Py_XNewRef)
    return Py_XNewRef(obj);
#else
    Py_XINCREF(obj);
    return obj;
#endif
}
static CYTHON_INLINE PyObject *__Pyx_Owned_Py_None(int b);
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_Long(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_PyLong_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))
#define __Pyx_PyFloat_AS_DOUBLE(x) PyFloat_AS_DOUBLE(x)
#else
#define __Pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#define __Pyx_PyFloat_AS_DOUBLE(x) PyFloat_AsDouble(x)
#endif
#define __Pyx_PyFloat_AsFloat(x) ((float) __Pyx_PyFloat_AsDouble(x))
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#if CYTHON_USE_PYLONG_INTERNALS
  #if PY_VERSION_HEX >= 0x030C00A7
  #ifndef _PyLong_SIGN_MASK
    #define _PyLong_SIGN_MASK 3
  #endif
  #ifndef _PyLong_NON_SIZE_BITS
    #define _PyLong_NON_SIZE_BITS 3
  #endif
  #define __Pyx_PyLong_Sign(x)  (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK)
  #define __Pyx_PyLong_IsNeg(x)  ((__Pyx_PyLong_Sign(x) & 2) != 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (!__Pyx_PyLong_IsNeg(x))
  #define __Pyx_PyLong_IsZero(x)  (__Pyx_PyLong_Sign(x) & 1)
  #define __Pyx_PyLong_IsPos(x)  (__Pyx_PyLong_Sign(x) == 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  (__Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS))
  #define __Pyx_PyLong_SignedDigitCount(x)\
        ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x))
  #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue)
    #define __Pyx_PyLong_IsCompact(x)     PyUnstable_Long_IsCompact((PyLongObject*) x)
    #define __Pyx_PyLong_CompactValue(x)  PyUnstable_Long_CompactValue((PyLongObject*) x)
  #else
    #define __Pyx_PyLong_IsCompact(x)     (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS))
    #define __Pyx_PyLong_CompactValue(x)  ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0])
  #endif
  typedef Py_ssize_t  __Pyx_compact_pylong;
  typedef size_t  __Pyx_compact_upylong;
  #else
  #define __Pyx_PyLong_IsNeg(x)  (Py_SIZE(x) < 0)
  #define __Pyx_PyLong_IsNonNeg(x)  (Py_SIZE(x) >= 0)
  #define __Pyx_PyLong_IsZero(x)  (Py_SIZE(x) == 0)
  #define __Pyx_PyLong_IsPos(x)  (Py_SIZE(x) > 0)
  #define __Pyx_PyLong_CompactValueUnsigned(x)  ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
  #define __Pyx_PyLong_DigitCount(x)  __Pyx_sst_abs(Py_SIZE(x))
  #define __Pyx_PyLong_SignedDigitCount(x)  Py_SIZE(x)
  #define __Pyx_PyLong_IsCompact(x)  (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1)
  #define __Pyx_PyLong_CompactValue(x)\
        ((Py_SIZE(x) == 0) ? (sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0]))
  typedef sdigit  __Pyx_compact_pylong;
  typedef digit  __Pyx_compact_upylong;
  #endif
  #if PY_VERSION_HEX >= 0x030C00A5
  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->long_value.ob_digit)
  #else
  #define __Pyx_PyLong_Digits(x)  (((PyLongObject*)x)->ob_digit)
  #endif
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_UTF8
  #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#elif __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
  #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeASCII(c_str, size, NULL)
#else
  #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#endif


/* Test for GCC > 2.95 */
#if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
  #define likely(x)   __builtin_expect(!!(x), 1)
  #define unlikely(x) __builtin_expect(!!(x), 0)
#else /* !__GNUC__ or GCC < 2.95 */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */
/* PretendToInitialize */
#ifdef __cplusplus
#if __cplusplus > 201103L
#include <type_traits>
#endif
template <typename T>
static void __Pyx_pretend_to_initialize(T* ptr) {
#if __cplusplus > 201103L
    if ((std::is_trivially_default_constructible<T>::value))
#endif
        *ptr = T();
    (void)ptr;
}
#else
static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
#endif


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

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

static const char* const __pyx_f[] = {
  "humpy_cytoolz/dicttoolz.pyx",
  "<stringsource>",
  "cpython/type.pxd",
};
/* #### Code section: utility_code_proto_before_types ### */
/* Atomics.proto (used by UnpackUnboundCMethod) */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS
#define __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __pyx_atomic_int_type int
#define __pyx_nonatomic_int_type int
#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
                        (__STDC_VERSION__ >= 201112L) &&\
                        !defined(__STDC_NO_ATOMICS__))
    #include <stdatomic.h>
#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
                    (__cplusplus >= 201103L) ||\
                    (defined(_MSC_VER) && _MSC_VER >= 1700)))
    #include <atomic>
#endif
#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\
                        (__STDC_VERSION__ >= 201112L) &&\
                        !defined(__STDC_NO_ATOMICS__) &&\
                       ATOMIC_INT_LOCK_FREE == 2)
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type atomic_int
    #define __pyx_atomic_ptr_type atomic_uintptr_t
    #define __pyx_nonatomic_ptr_type uintptr_t
    #define __pyx_atomic_incr_relaxed(value) atomic_fetch_add_explicit(value, 1, memory_order_relaxed)
    #define __pyx_atomic_incr_acq_rel(value) atomic_fetch_add_explicit(value, 1, memory_order_acq_rel)
    #define __pyx_atomic_decr_acq_rel(value) atomic_fetch_sub_explicit(value, 1, memory_order_acq_rel)
    #define __pyx_atomic_sub(value, arg) atomic_fetch_sub(value, arg)
    #define __pyx_atomic_int_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired)
    #define __pyx_atomic_load(value) atomic_load(value)
    #define __pyx_atomic_store(value, new_value) atomic_store(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) atomic_load_explicit(value, memory_order_relaxed)
    #define __pyx_atomic_pointer_load_acquire(value) atomic_load_explicit(value, memory_order_acquire)
    #define __pyx_atomic_pointer_exchange(value, new_value) atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value)
    #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired)
    #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER)
        #pragma message ("Using standard C atomics")
    #elif defined(__PYX_DEBUG_ATOMICS)
        #warning "Using standard C atomics"
    #endif
#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\
                    (__cplusplus >= 201103L) ||\
\
                    (defined(_MSC_VER) && _MSC_VER >= 1700)) &&\
                    ATOMIC_INT_LOCK_FREE == 2)
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type std::atomic_int
    #define __pyx_atomic_ptr_type std::atomic_uintptr_t
    #define __pyx_nonatomic_ptr_type uintptr_t
    #define __pyx_atomic_incr_relaxed(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_relaxed)
    #define __pyx_atomic_incr_acq_rel(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_acq_rel)
    #define __pyx_atomic_decr_acq_rel(value) std::atomic_fetch_sub_explicit(value, 1, std::memory_order_acq_rel)
    #define __pyx_atomic_sub(value, arg) std::atomic_fetch_sub(value, arg)
    #define __pyx_atomic_int_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired)
    #define __pyx_atomic_load(value) std::atomic_load(value)
    #define __pyx_atomic_store(value, new_value) std::atomic_store(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) std::atomic_load_explicit(value, std::memory_order_relaxed)
    #define __pyx_atomic_pointer_load_acquire(value) std::atomic_load_explicit(value, std::memory_order_acquire)
    #define __pyx_atomic_pointer_exchange(value, new_value) std::atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value)
    #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired)
    #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER)
        #pragma message ("Using standard C++ atomics")
    #elif defined(__PYX_DEBUG_ATOMICS)
        #warning "Using standard C++ atomics"
    #endif
#elif CYTHON_ATOMICS && (__GNUC__ >= 5 || (__GNUC__ == 4 &&\
                    (__GNUC_MINOR__ > 1 ||\
                    (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL__ >= 2))))
    #define __pyx_atomic_ptr_type void*
    #define __pyx_nonatomic_ptr_type void*
    #define __pyx_atomic_incr_relaxed(value) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_incr_acq_rel(value) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_acq_rel(value) __sync_fetch_and_sub(value, 1)
    #define __pyx_atomic_sub(value, arg) __sync_fetch_and_sub(value, arg)
    static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) {
        __pyx_nonatomic_int_type old = __sync_val_compare_and_swap(value, *expected, desired);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #define __pyx_atomic_load(value) __sync_fetch_and_add(value, 0)
    #define __pyx_atomic_store(value, new_value) __sync_lock_test_and_set(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) __sync_fetch_and_add(value, 0)
    #define __pyx_atomic_pointer_load_acquire(value) __sync_fetch_and_add(value, 0)
    #define __pyx_atomic_pointer_exchange(value, new_value) __sync_lock_test_and_set(value, (__pyx_atomic_ptr_type)new_value)
    static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) {
        __pyx_nonatomic_ptr_type old = __sync_val_compare_and_swap(value, *expected, desired);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && defined(_MSC_VER)
    #include <intrin.h>
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type long
    #define __pyx_atomic_ptr_type void*
    #undef __pyx_nonatomic_int_type
    #define __pyx_nonatomic_int_type long
    #define __pyx_nonatomic_ptr_type void*
    #pragma intrinsic (_InterlockedExchangeAdd, _InterlockedExchange, _InterlockedCompareExchange, _InterlockedCompareExchangePointer, _InterlockedExchangePointer)
    #define __pyx_atomic_incr_relaxed(value) _InterlockedExchangeAdd(value, 1)
    #define __pyx_atomic_incr_acq_rel(value) _InterlockedExchangeAdd(value, 1)
    #define __pyx_atomic_decr_acq_rel(value) _InterlockedExchangeAdd(value, -1)
    #define __pyx_atomic_sub(value, arg) _InterlockedExchangeAdd(value, -arg)
    static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) {
        __pyx_nonatomic_int_type old = _InterlockedCompareExchange(value, desired, *expected);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #define __pyx_atomic_load(value) _InterlockedExchangeAdd(value, 0)
    #define __pyx_atomic_store(value, new_value) _InterlockedExchange(value, new_value)
    #define __pyx_atomic_pointer_load_relaxed(value) *(void * volatile *)value
    #define __pyx_atomic_pointer_load_acquire(value) _InterlockedCompareExchangePointer(value, 0, 0)
    #define __pyx_atomic_pointer_exchange(value, new_value) _InterlockedExchangePointer(value, (__pyx_atomic_ptr_type)new_value)
    static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) {
        __pyx_atomic_ptr_type old = _InterlockedCompareExchangePointer(value, desired, *expected);
        int result = old == *expected;
        *expected = old;
        return result;
    }
    #ifdef __PYX_DEBUG_ATOMICS
        #pragma message ("Using MSVC atomics")
    #endif
#else
    #undef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 0
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Not using atomics"
    #endif
#endif

/* CriticalSectionsDefinition.proto (used by CriticalSections) */
#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __Pyx_PyCriticalSection void*
#define __Pyx_PyCriticalSection2 void*
#define __Pyx_PyCriticalSection_End(cs)
#define __Pyx_PyCriticalSection2_End(cs)
#else
#define __Pyx_PyCriticalSection PyCriticalSection
#define __Pyx_PyCriticalSection2 PyCriticalSection2
#define __Pyx_PyCriticalSection_End PyCriticalSection_End
#define __Pyx_PyCriticalSection2_End PyCriticalSection2_End
#endif

/* CriticalSections.proto (used by ParseKeywordsImpl) */
#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __Pyx_PyCriticalSection_Begin(cs, arg) (void)(cs)
#define __Pyx_PyCriticalSection2_Begin(cs, arg1, arg2) (void)(cs)
#else
#define __Pyx_PyCriticalSection_Begin PyCriticalSection_Begin
#define __Pyx_PyCriticalSection2_Begin PyCriticalSection2_Begin
#endif
#if PY_VERSION_HEX < 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_BEGIN_CRITICAL_SECTION(o) {
#define __Pyx_END_CRITICAL_SECTION() }
#else
#define __Pyx_BEGIN_CRITICAL_SECTION Py_BEGIN_CRITICAL_SECTION
#define __Pyx_END_CRITICAL_SECTION Py_END_CRITICAL_SECTION
#endif

/* IncludeStructmemberH.proto (used by FixUpExtensionType) */
#include <structmember.h>

/* #### Code section: numeric_typedefs ### */
/* #### Code section: complex_type_declarations ### */
/* #### Code section: type_declarations ### */

/*--- Type declarations ---*/
struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping;
struct __pyx_defaults;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge_with;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valmap;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keymap;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemmap;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valfilter;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keyfilter;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemfilter;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc_in;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_dissoc;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_update_in;
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_get_in;

/* "humpy_cytoolz/dicttoolz.pxd":8
 *     cdef object cur
 * 
 * ctypedef int (*f_map_next)(object p, Py_ssize_t *ppos, PyObject* *pkey, PyObject* *pval) except -1             # <<<<<<<<<<<<<<
 * 
 * cdef f_map_next get_map_iter(object d, PyObject* *ptr) except NULL
*/
typedef int (*__pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next)(PyObject *, Py_ssize_t *, PyObject **, PyObject **);

/* "humpy_cytoolz/dicttoolz.pxd":15
 * 
 * 
 * cdef object c_merge(object dicts, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":18
 * 
 * 
 * cdef object c_merge_with(object func, object dicts, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge_with {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":21
 * 
 * 
 * cpdef object valmap(object func, object d, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valmap {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":24
 * 
 * 
 * cpdef object keymap(object func, object d, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keymap {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":27
 * 
 * 
 * cpdef object itemmap(object func, object d, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemmap {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":30
 * 
 * 
 * cpdef object valfilter(object predicate, object d, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valfilter {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":33
 * 
 * 
 * cpdef object keyfilter(object predicate, object d, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keyfilter {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":36
 * 
 * 
 * cpdef object itemfilter(object predicate, object d, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemfilter {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":39
 * 
 * 
 * cpdef object assoc(object d, object key, object value, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":42
 * 
 * 
 * cpdef object assoc_in(object d, object keys, object value, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc_in {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":45
 * 
 * 
 * cdef object c_dissoc(object d, object keys, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_dissoc {
  int __pyx_n;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":48
 * 
 * 
 * cpdef object update_in(object d, object keys, object func, object default=*, object factory=*)             # <<<<<<<<<<<<<<
 * 
 * 
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_update_in {
  int __pyx_n;
  PyObject *__pyx_default;
  PyObject *factory;
};

/* "humpy_cytoolz/dicttoolz.pxd":51
 * 
 * 
 * cpdef object get_in(object keys, object coll, object default=*, object no_default=*)             # <<<<<<<<<<<<<<
*/
struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_get_in {
  int __pyx_n;
  PyObject *__pyx_default;
  PyObject *no_default;
};

/* "humpy_cytoolz/dicttoolz.pxd":4
 * 
 * # utility functions to perform iteration over dicts or generic mapping
 * cdef class _iter_mapping:             # <<<<<<<<<<<<<<
 *     cdef object it
 *     cdef object cur
*/
struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping {
  PyObject_HEAD
  PyObject *it;
  PyObject *cur;
};


/* "humpy_cytoolz/dicttoolz.pyx":98
 * 	return rv
 * 
 * def merge(*dicts, factory=dict):             # <<<<<<<<<<<<<<
 * 	"""\
 * merge(*dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
*/
struct __pyx_defaults {
  PyObject_HEAD
  PyObject *arg0;
};

/* #### Code section: utility_code_proto ### */

/* --- Runtime support code (head) --- */
/* Refnanny.proto */
#ifndef CYTHON_REFNANNY
  #define CYTHON_REFNANNY 0
#endif
#if CYTHON_REFNANNY
  typedef struct {
    void (*INCREF)(void*, PyObject*, Py_ssize_t);
    void (*DECREF)(void*, PyObject*, Py_ssize_t);
    void (*GOTREF)(void*, PyObject*, Py_ssize_t);
    void (*GIVEREF)(void*, PyObject*, Py_ssize_t);
    void* (*SetupContext)(const char*, Py_ssize_t, const char*);
    void (*FinishContext)(void**);
  } __Pyx_RefNannyAPIStruct;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname);
  #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
  #define __Pyx_RefNannySetupContext(name, acquire_gil)\
          if (acquire_gil) {\
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), (__LINE__), (__FILE__));\
              PyGILState_Release(__pyx_gilstate_save);\
          } else {\
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), (__LINE__), (__FILE__));\
          }
  #define __Pyx_RefNannyFinishContextNogil() {\
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
              __Pyx_RefNannyFinishContext();\
              PyGILState_Release(__pyx_gilstate_save);\
          }
  #define __Pyx_RefNannyFinishContextNogil() {\
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();\
              __Pyx_RefNannyFinishContext();\
              PyGILState_Release(__pyx_gilstate_save);\
          }
  #define __Pyx_RefNannyFinishContext()\
          __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
  #define __Pyx_INCREF(r)  __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
  #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
  #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
  #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
  #define __Pyx_XINCREF(r)  do { if((r) == NULL); else {__Pyx_INCREF(r); }} while(0)
  #define __Pyx_XDECREF(r)  do { if((r) == NULL); else {__Pyx_DECREF(r); }} while(0)
  #define __Pyx_XGOTREF(r)  do { if((r) == NULL); else {__Pyx_GOTREF(r); }} while(0)
  #define __Pyx_XGIVEREF(r) do { if((r) == NULL); else {__Pyx_GIVEREF(r);}} while(0)
#else
  #define __Pyx_RefNannyDeclarations
  #define __Pyx_RefNannySetupContext(name, acquire_gil)
  #define __Pyx_RefNannyFinishContextNogil()
  #define __Pyx_RefNannyFinishContext()
  #define __Pyx_INCREF(r) Py_INCREF(r)
  #define __Pyx_DECREF(r) Py_DECREF(r)
  #define __Pyx_GOTREF(r)
  #define __Pyx_GIVEREF(r)
  #define __Pyx_XINCREF(r) Py_XINCREF(r)
  #define __Pyx_XDECREF(r) Py_XDECREF(r)
  #define __Pyx_XGOTREF(r)
  #define __Pyx_XGIVEREF(r)
#endif
#define __Pyx_Py_XDECREF_SET(r, v) do {\
        PyObject *tmp = (PyObject *) r;\
        r = v; Py_XDECREF(tmp);\
    } while (0)
#define __Pyx_XDECREF_SET(r, v) do {\
        PyObject *tmp = (PyObject *) r;\
        r = v; __Pyx_XDECREF(tmp);\
    } while (0)
#define __Pyx_DECREF_SET(r, v) do {\
        PyObject *tmp = (PyObject *) r;\
        r = v; __Pyx_DECREF(tmp);\
    } while (0)
#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)

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

/* IncludeStringH.proto (used by BytesEquals) */
#include <string.h>

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

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

/* fastcall.proto */
#if CYTHON_AVOID_BORROWED_REFS
    #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_PySequence_ITEM(args, i)
#elif CYTHON_ASSUME_SAFE_MACROS
    #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_NewRef(__Pyx_PyTuple_GET_ITEM(args, i))
#else
    #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_XNewRef(PyTuple_GetItem(args, i))
#endif
#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds)
#define __Pyx_KwValues_VARARGS(args, nargs) NULL
#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s)
#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw)
#if CYTHON_METH_FASTCALL
    #define __Pyx_ArgRef_FASTCALL(args, i) __Pyx_NewRef(args[i])
    #define __Pyx_NumKwargs_FASTCALL(kwds) __Pyx_PyTuple_GET_SIZE(kwds)
    #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs))
    static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API
    CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues);
  #else
    #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw)
  #endif
#else
    #define __Pyx_ArgRef_FASTCALL __Pyx_ArgRef_VARARGS
    #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS
    #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS
    #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS
    #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS
#endif
#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop)
#if CYTHON_METH_FASTCALL || (CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(args + start, stop - start)
#else
#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop)
#endif

/* py_dict_items.proto (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d);

/* CallCFunction.proto (used by CallUnboundCMethod0) */
#define __Pyx_CallCFunction(cfunc, self, args)\
    ((PyCFunction)(void(*)(void))(cfunc)->func)(self, args)
#define __Pyx_CallCFunctionWithKeywords(cfunc, self, args, kwargs)\
    ((PyCFunctionWithKeywords)(void(*)(void))(cfunc)->func)(self, args, kwargs)
#define __Pyx_CallCFunctionFast(cfunc, self, args, nargs)\
    ((__Pyx_PyCFunctionFast)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs)
#define __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, nargs, kwnames)\
    ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs, kwnames)

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

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

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

/* PyObjectCallOneArg.proto (used by CallUnboundCMethod0) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);

/* PyObjectGetAttrStr.proto (used by UnpackUnboundCMethod) */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

/* UnpackUnboundCMethod.proto (used by CallUnboundCMethod0) */
typedef struct {
    PyObject *type;
    PyObject **method_name;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && CYTHON_ATOMICS
    __pyx_atomic_int_type initialized;
#endif
    PyCFunction func;
    PyObject *method;
    int flag;
} __Pyx_CachedCFunction;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
static CYTHON_INLINE int __Pyx_CachedCFunction_GetAndSetInitializing(__Pyx_CachedCFunction *cfunc) {
#if !CYTHON_ATOMICS
    return 1;
#else
    __pyx_nonatomic_int_type expected = 0;
    if (__pyx_atomic_int_cmp_exchange(&cfunc->initialized, &expected, 1)) {
        return 0;
    }
    return expected;
#endif
}
static CYTHON_INLINE void __Pyx_CachedCFunction_SetFinishedInitializing(__Pyx_CachedCFunction *cfunc) {
#if CYTHON_ATOMICS
    __pyx_atomic_store(&cfunc->initialized, 2);
#endif
}
#else
#define __Pyx_CachedCFunction_GetAndSetInitializing(cfunc) 2
#define __Pyx_CachedCFunction_SetFinishedInitializing(cfunc)
#endif

/* CallUnboundCMethod0.proto */
CYTHON_UNUSED
static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self);
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self);
#else
#define __Pyx_CallUnboundCMethod0(cfunc, self)  __Pyx__CallUnboundCMethod0(cfunc, self)
#endif

/* py_dict_values.proto (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d);

/* OwnedDictNext.proto (used by ParseKeywordsImpl) */
#if CYTHON_AVOID_BORROWED_REFS
static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue);
#else
CYTHON_INLINE
static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue);
#endif

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

/* ParseKeywordsImpl.export */
static int __Pyx_ParseKeywordsTuple(
    PyObject *kwds,
    PyObject * const *kwvalues,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs
);
static int __Pyx_ParseKeywordDictToDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name
);
static int __Pyx_ParseKeywordDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs
);

/* CallUnboundCMethod2.proto */
CYTHON_UNUSED
static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2);
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2);
#else
#define __Pyx_CallUnboundCMethod2(cfunc, self, arg1, arg2)  __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2)
#endif

/* ParseKeywords.proto */
static CYTHON_INLINE int __Pyx_ParseKeywords(
    PyObject *kwds, PyObject *const *kwvalues, PyObject ** const argnames[],
    PyObject *kwds2, PyObject *values[],
    Py_ssize_t num_pos_args, Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs
);

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

/* PyThreadStateGet.proto (used by PyErrFetchRestore) */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
#define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
#if PY_VERSION_HEX >= 0x030C00A6
#define __Pyx_PyErr_Occurred()  (__pyx_tstate->current_exception != NULL)
#define __Pyx_PyErr_CurrentExceptionType()  (__pyx_tstate->current_exception ? (PyObject*) Py_TYPE(__pyx_tstate->current_exception) : (PyObject*) NULL)
#else
#define __Pyx_PyErr_Occurred()  (__pyx_tstate->curexc_type != NULL)
#define __Pyx_PyErr_CurrentExceptionType()  (__pyx_tstate->curexc_type)
#endif
#else
#define __Pyx_PyThreadState_declare
#define __Pyx_PyThreadState_assign
#define __Pyx_PyErr_Occurred()  (PyErr_Occurred() != NULL)
#define __Pyx_PyErr_CurrentExceptionType()  PyErr_Occurred()
#endif

/* PyErrFetchRestore.proto (used by IterNext) */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6
#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
#else
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#endif
#else
#define __Pyx_PyErr_Clear() PyErr_Clear()
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
#endif

/* PyErrExceptionMatches.proto (used by PyObjectGetAttrStrNoError) */
#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

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

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

/* IterNextPlain.proto (used by IterNext) */
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next_Plain(PyObject *iterator);
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject *__Pyx_GetBuiltinNext_LimitedAPI(void);
#endif

/* IterNext.proto */
#define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL)
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *);

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

/* PyTypeError_Check.proto */
#define __Pyx_PyExc_TypeError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_TypeError)

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

/* GetItemInt.proto */
#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck, unsafe_shared) :\
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
               __Pyx_GetItemInt_Generic(o, to_py_func(i))))
#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\
    (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck, int unsafe_shared);
#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\
    (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck, int unsafe_shared);
static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck, int unsafe_shared);

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

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

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

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

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

/* SliceObject.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(
        PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** py_start, PyObject** py_stop, PyObject** py_slice,
        int has_cstart, int has_cstop, int wraparound);

/* 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));
}

/* 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

/* PyObjectCall2Args.proto (used by CallUnboundCMethod1) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);

/* CallUnboundCMethod1.proto */
CYTHON_UNUSED
static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg);
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg);
#else
#define __Pyx_CallUnboundCMethod1(cfunc, self, arg)  __Pyx__CallUnboundCMethod1(cfunc, self, arg)
#endif

/* 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);

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

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

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

/* AllocateExtensionType.proto */
static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final);

/* CallTypeTraverse.proto */
#if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000)
#define __Pyx_call_type_traverse(o, always_call, visit, arg) 0
#else
static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg);
#endif

/* FunctionExport.proto */
static int __Pyx_ExportFunction(PyObject *api_dict, const char *name, void (*f)(void), const char *sig);

/* GetApiDict.proto */
static PyObject *__Pyx_ApiExport_GetApiDict(void);

/* LimitedApiGetTypeDict.proto (used by SetItemOnTypeDict) */
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp);
#endif

/* SetItemOnTypeDict.proto (used by FixUpExtensionType) */
static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v);
#define __Pyx_SetItemOnTypeDict(tp, k, v) __Pyx__SetItemOnTypeDict((PyTypeObject*)tp, k, v)

/* FixUpExtensionType.proto */
static CYTHON_INLINE int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);

/* PyObjectCallNoArg.proto (used by PyObjectCallMethod0) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);

/* PyObjectGetMethod.proto (used by PyObjectCallMethod0) */
#if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)))
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);
#endif

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

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

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

/* DelItemOnTypeDict.proto (used by SetupReduce) */
static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k);
#define __Pyx_DelItemOnTypeDict(tp, k) __Pyx__DelItemOnTypeDict((PyTypeObject*)tp, k)

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

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto_3_2_4
#define __PYX_HAVE_RT_ImportType_proto_3_2_4
#if defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L
#include <stdalign.h>
#endif
#if (defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) || __cplusplus >= 201103L
#define __PYX_GET_STRUCT_ALIGNMENT_3_2_4(s) alignof(s)
#else
#define __PYX_GET_STRUCT_ALIGNMENT_3_2_4(s) sizeof(void*)
#endif
enum __Pyx_ImportType_CheckSize_3_2_4 {
   __Pyx_ImportType_CheckSize_Error_3_2_4 = 0,
   __Pyx_ImportType_CheckSize_Warn_3_2_4 = 1,
   __Pyx_ImportType_CheckSize_Ignore_3_2_4 = 2
};
static PyTypeObject *__Pyx_ImportType_3_2_4(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_4 check_size);
#endif

/* HasAttr.proto (used by ImportImpl) */
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
#define __Pyx_HasAttr(o, n)  PyObject_HasAttrWithError(o, n)
#else
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);
#endif

/* ImportImpl.export */
static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level);

/* Import.proto */
static CYTHON_INLINE PyObject *__Pyx_Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, int level);

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

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

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

/* PyObjectDelAttr.proto (used by PyObjectSetAttrStr) */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000
#define __Pyx_PyObject_DelAttr(o, n) PyObject_SetAttr(o, n, NULL)
#else
#define __Pyx_PyObject_DelAttr(o, n) PyObject_DelAttr(o, n)
#endif

/* 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)   __Pyx_PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#endif

/* ListPack.proto */
static PyObject *__Pyx_PyList_Pack(Py_ssize_t n, ...);

/* dict_setdefault.proto (used by FetchCommonType) */
static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value);

/* AddModuleRef.proto (used by FetchSharedCythonModule) */
#if ((CYTHON_COMPILING_IN_CPYTHON_FREETHREADING ) ||\
     __PYX_LIMITED_VERSION_HEX < 0x030d0000)
  static PyObject *__Pyx_PyImport_AddModuleRef(const char *name);
#else
  #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
#endif

/* FetchSharedCythonModule.proto (used by FetchCommonType) */
static PyObject *__Pyx_FetchSharedCythonABIModule(void);

/* FetchCommonType.proto (used by CommonTypesMetaclass) */
static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases);

/* CommonTypesMetaclass.proto (used by CythonFunctionShared) */
static int __pyx_CommonTypesMetaclass_init(PyObject *module);
#define __Pyx_CommonTypesMetaclass_USED

/* PyMethodNew.proto (used by CythonFunctionShared) */
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ);

/* PyVectorcallFastCallDict.proto (used by CythonFunctionShared) */
#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw);
#endif

/* CythonFunctionShared.proto (used by CythonFunction) */
#define __Pyx_CyFunction_USED
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CYFUNCTION_COROUTINE     0x08
#define __Pyx_CyFunction_GetClosure(f)\
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
  #define __Pyx_CyFunction_GetClassObj(f)\
      (((__pyx_CyFunctionObject *) (f))->func_classobj)
#else
  #define __Pyx_CyFunction_GetClassObj(f)\
      ((PyObject*) ((PyCMethodObject *) (f))->mm_class)
#endif
#define __Pyx_CyFunction_SetClassObj(f, classobj)\
    __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (classobj))
#define __Pyx_CyFunction_Defaults(type, f)\
    ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
    ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
typedef struct {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject_HEAD
    PyObject *func;
#elif PY_VERSION_HEX < 0x030900B1
    PyCFunctionObject func;
#else
    PyCMethodObject func;
#endif
#if CYTHON_COMPILING_IN_LIMITED_API && CYTHON_METH_FASTCALL
    __pyx_vectorcallfunc func_vectorcall;
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_weakreflist;
#endif
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_dict;
#endif
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    PyObject *func_classobj;
#endif
    PyObject *defaults;
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
    PyObject *func_is_coroutine;
} __pyx_CyFunctionObject;
#undef __Pyx_CyOrPyCFunction_Check
#define __Pyx_CyFunction_Check(obj)  __Pyx_TypeCheck(obj, __pyx_mstate_global->__pyx_CyFunctionType)
#define __Pyx_CyOrPyCFunction_Check(obj)  __Pyx_TypeCheck2(obj, __pyx_mstate_global->__pyx_CyFunctionType, &PyCFunction_Type)
#define __Pyx_CyFunction_CheckExact(obj)  __Pyx_IS_TYPE(obj, __pyx_mstate_global->__pyx_CyFunctionType)
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void));
#undef __Pyx_IsSameCFunction
#define __Pyx_IsSameCFunction(func, cfunc)   __Pyx__IsSameCyOrCFunction(func, cfunc)
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj);
static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func,
                                                         PyTypeObject *defaults_type);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
                                                            PyObject *tuple);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __pyx_CyFunction_init(PyObject *module);
#if CYTHON_METH_FASTCALL
static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
#if CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall)
#else
#define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall)
#endif
#endif

/* CythonFunction.proto */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);

/* PyKeyError_Check.proto */
#define __Pyx_PyExc_KeyError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_KeyError)

/* PyIndexError_Check.proto */
#define __Pyx_PyExc_IndexError_Check(obj)  __Pyx_TypeCheck(obj, PyExc_IndexError)

/* CLineInTraceback.proto (used by AddTraceback) */
#if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
#else
#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
#endif

/* CodeObjectCache.proto (used by AddTraceback) */
#if CYTHON_COMPILING_IN_LIMITED_API
typedef PyObject __Pyx_CachedCodeObjectType;
#else
typedef PyCodeObject __Pyx_CachedCodeObjectType;
#endif
typedef struct {
    __Pyx_CachedCodeObjectType* code_object;
    int code_line;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    __pyx_atomic_int_type accessor_count;
  #endif
};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object);

/* AddTraceback.proto */
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename);

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

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

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

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

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

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

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

/* GetRuntimeVersion.proto */
#if __PYX_LIMITED_VERSION_HEX < 0x030b0000
static unsigned long __Pyx_cached_runtime_version = 0;
static void __Pyx_init_runtime_version(void);
#else
#define __Pyx_init_runtime_version()
#endif
static unsigned long __Pyx_get_runtime_version(void);

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

/* DecompressString.proto */
static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo);

/* MultiPhaseInitModuleState.proto */
#if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE
static PyObject *__Pyx_State_FindModule(void*);
static int __Pyx_State_AddModule(PyObject* module, void*);
static int __Pyx_State_RemoveModule(void*);
#elif CYTHON_USE_MODULE_STATE
#define __Pyx_State_FindModule PyState_FindModule
#define __Pyx_State_AddModule PyState_AddModule
#define __Pyx_State_RemoveModule PyState_RemoveModule
#endif

/* #### Code section: module_declarations ### */
/* CythonABIVersion.proto */
#if CYTHON_COMPILING_IN_LIMITED_API
    #if CYTHON_METH_FASTCALL
        #define __PYX_FASTCALL_ABI_SUFFIX  "_fastcall"
    #else
        #define __PYX_FASTCALL_ABI_SUFFIX
    #endif
    #define __PYX_LIMITED_ABI_SUFFIX "limited" __PYX_FASTCALL_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX
#else
    #define __PYX_LIMITED_ABI_SUFFIX
#endif
#if __PYX_HAS_PY_AM_SEND == 1
    #define __PYX_AM_SEND_ABI_SUFFIX
#elif __PYX_HAS_PY_AM_SEND == 2
    #define __PYX_AM_SEND_ABI_SUFFIX "amsendbackport"
#else
    #define __PYX_AM_SEND_ABI_SUFFIX "noamsend"
#endif
#ifndef __PYX_MONITORING_ABI_SUFFIX
    #define __PYX_MONITORING_ABI_SUFFIX
#endif
#if CYTHON_USE_TP_FINALIZE
    #define __PYX_TP_FINALIZE_ABI_SUFFIX
#else
    #define __PYX_TP_FINALIZE_ABI_SUFFIX "nofinalize"
#endif
#if CYTHON_USE_FREELISTS || !defined(__Pyx_AsyncGen_USED)
    #define __PYX_FREELISTS_ABI_SUFFIX
#else
    #define __PYX_FREELISTS_ABI_SUFFIX "nofreelists"
#endif
#define CYTHON_ABI  __PYX_ABI_VERSION __PYX_LIMITED_ABI_SUFFIX __PYX_MONITORING_ABI_SUFFIX __PYX_TP_FINALIZE_ABI_SUFFIX __PYX_FREELISTS_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX
#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."


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

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

/* Module declarations from "__builtin__" */

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

/* Module declarations from "cpython" */

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

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

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

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

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

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

/* Module declarations from "humpy_cytoolz.dicttoolz" */
static PyObject *__pyx_v_13humpy_cytoolz_9dicttoolz_Mapping = 0;
static PyObject *__pyx_v_13humpy_cytoolz_9dicttoolz__get_in_exceptions = 0;
static __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(PyObject *, PyObject **); /*proto*/
static int __pyx_f_13humpy_cytoolz_9dicttoolz_PyMapping_Next(PyObject *, Py_ssize_t *, PyObject **, PyObject **); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_c_merge(PyObject *, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_c_merge_with(PyObject *, PyObject *, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge_with *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_valmap(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valmap *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_keymap(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keymap *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_itemmap(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemmap *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_valfilter(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valfilter *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_keyfilter(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keyfilter *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_itemfilter(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemfilter *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_assoc(PyObject *, PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_assoc_in(PyObject *, PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc_in *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_c_dissoc(PyObject *, PyObject *, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_dissoc *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_update_in(PyObject *, PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_update_in *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_get_in(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_get_in *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_get_factory(PyObject *, PyObject *); /*proto*/
/* #### Code section: typeinfo ### */
/* #### Code section: before_global_var ### */
#define __Pyx_MODULE_NAME "humpy_cytoolz.dicttoolz"
extern int __pyx_module_is_main_humpy_cytoolz__dicttoolz;
int __pyx_module_is_main_humpy_cytoolz__dicttoolz = 0;

/* Implementation of "humpy_cytoolz.dicttoolz" */
/* #### Code section: global_var ### */
/* #### Code section: string_decls ### */
/* #### Code section: decls ### */
static int __pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping___cinit__(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self, PyObject *__pyx_v_it); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_2__iter__(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_4__next__(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_6__reduce_cython__(CYTHON_UNUSED struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_8__setstate_cython__(CYTHON_UNUSED struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_26__defaults__(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_merge(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_factory, PyObject *__pyx_v_dicts); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_28__defaults__(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_2merge_with(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_factory, PyObject *__pyx_v_dicts); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_4valmap(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_d, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_6keymap(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_d, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_8itemmap(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_d, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_10valfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_12keyfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_14itemfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_16assoc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_key, PyObject *__pyx_v_value, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_18assoc_in(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_value, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_20dissoc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_22update_in(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_func, PyObject *__pyx_v_default, PyObject *__pyx_v_factory); /* proto */
static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_24get_in(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_keys, PyObject *__pyx_v_coll, PyObject *__pyx_v_default, PyObject *__pyx_v_no_default); /* proto */
static PyObject *__pyx_tp_new_13humpy_cytoolz_9dicttoolz__iter_mapping(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_13humpy_cytoolz_9dicttoolz___pyx_defaults(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
/* #### Code section: late_includes ### */
/* #### Code section: module_state ### */
/* SmallCodeConfig */
#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

typedef struct {
  PyObject *__pyx_d;
  PyObject *__pyx_b;
  PyObject *__pyx_cython_runtime;
  PyObject *__pyx_empty_tuple;
  PyObject *__pyx_empty_bytes;
  PyObject *__pyx_empty_unicode;
  PyTypeObject *__pyx_ptype_7cpython_4type_type;
  PyObject *__pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping;
  PyObject *__pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults;
  PyTypeObject *__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping;
  PyTypeObject *__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_items;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_pop;
  __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_values;
  __Pyx_CachedCFunction __pyx_umethod_PySet_Type__difference_update;
  PyObject *__pyx_k_;
  PyObject *__pyx_k__2;
  PyObject *__pyx_k__3;
  PyObject *__pyx_k__4;
  PyObject *__pyx_k__5;
  PyObject *__pyx_k__6;
  PyObject *__pyx_k__7;
  PyObject *__pyx_k__8;
  PyObject *__pyx_k__9;
  PyObject *__pyx_k__10;
  PyObject *__pyx_k__11;
  PyObject *__pyx_k__12;
  PyObject *__pyx_slice[1];
  PyObject *__pyx_tuple[1];
  PyObject *__pyx_codeobj_tab[15];
  PyObject *__pyx_string_tab[114];
  PyObject *__pyx_number_tab[1];
/* #### Code section: module_state_contents ### */
/* IterNextPlain.module_state_decls */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
PyObject *__Pyx_GetBuiltinNext_LimitedAPI_cache;
#endif

/* CommonTypesMetaclass.module_state_decls */
PyTypeObject *__pyx_CommonTypesMetaclassType;

/* CachedMethodType.module_state_decls */
#if CYTHON_COMPILING_IN_LIMITED_API
PyObject *__Pyx_CachedMethodType;
#endif

/* CythonFunctionShared.module_state_decls */
PyTypeObject *__pyx_CyFunctionType;

/* CodeObjectCache.module_state_decls */
struct __Pyx_CodeObjectCache __pyx_code_cache;

/* #### Code section: module_state_end ### */
} __pyx_mstatetype;

#if CYTHON_USE_MODULE_STATE
#ifdef __cplusplus
namespace {
extern struct PyModuleDef __pyx_moduledef;
} /* anonymous namespace */
#else
static struct PyModuleDef __pyx_moduledef;
#endif

#define __pyx_mstate_global (__Pyx_PyModule_GetState(__Pyx_State_FindModule(&__pyx_moduledef)))

#define __pyx_m (__Pyx_State_FindModule(&__pyx_moduledef))
#else
static __pyx_mstatetype __pyx_mstate_global_static =
#ifdef __cplusplus
    {};
#else
    {0};
#endif
static __pyx_mstatetype * const __pyx_mstate_global = &__pyx_mstate_global_static;
#endif
/* #### Code section: constant_name_defines ### */
#define __pyx_kp_u_0_got_an_unexpected_keyword_arg __pyx_string_tab[0]
#define __pyx_kp_u__13 __pyx_string_tab[1]
#define __pyx_kp_u__14 __pyx_string_tab[2]
#define __pyx_kp_u_assoc_d_collections_abc_Mapping __pyx_string_tab[3]
#define __pyx_kp_u_assoc_in_d_collections_abc_Mappi __pyx_string_tab[4]
#define __pyx_kp_u_assoc_in_line_649 __pyx_string_tab[5]
#define __pyx_kp_u_assoc_line_602 __pyx_string_tab[6]
#define __pyx_kp_u_disable __pyx_string_tab[7]
#define __pyx_kp_u_dissoc_d_collections_abc_Mapping __pyx_string_tab[8]
#define __pyx_kp_u_dissoc_line_741 __pyx_string_tab[9]
#define __pyx_kp_u_enable __pyx_string_tab[10]
#define __pyx_kp_u_gc __pyx_string_tab[11]
#define __pyx_kp_u_get_in_keys_collections_abc_Sequ __pyx_string_tab[12]
#define __pyx_kp_u_get_in_line_887 __pyx_string_tab[13]
#define __pyx_kp_u_humpy_cytoolz_dicttoolz_pyx __pyx_string_tab[14]
#define __pyx_kp_u_isenabled __pyx_string_tab[15]
#define __pyx_kp_u_itemfilter_line_535 __pyx_string_tab[16]
#define __pyx_kp_u_itemfilter_predicate_collections __pyx_string_tab[17]
#define __pyx_kp_u_itemmap_func_collections_abc_Cal __pyx_string_tab[18]
#define __pyx_kp_u_itemmap_line_353 __pyx_string_tab[19]
#define __pyx_kp_u_keyfilter_line_474 __pyx_string_tab[20]
#define __pyx_kp_u_keyfilter_predicate_collections __pyx_string_tab[21]
#define __pyx_kp_u_keymap_func_collections_abc_Call __pyx_string_tab[22]
#define __pyx_kp_u_keymap_line_296 __pyx_string_tab[23]
#define __pyx_kp_u_merge_dicts_collections_abc_Mapp __pyx_string_tab[24]
#define __pyx_kp_u_merge_line_98 __pyx_string_tab[25]
#define __pyx_kp_u_merge_with_func_collections_abc __pyx_string_tab[26]
#define __pyx_kp_u_merge_with_line_185 __pyx_string_tab[27]
#define __pyx_kp_u_no_default___reduce___due_to_non __pyx_string_tab[28]
#define __pyx_kp_u_stringsource __pyx_string_tab[29]
#define __pyx_kp_u_update_in_d_collections_abc_Mapp __pyx_string_tab[30]
#define __pyx_kp_u_update_in_line_796 __pyx_string_tab[31]
#define __pyx_kp_u_valfilter_line_413 __pyx_string_tab[32]
#define __pyx_kp_u_valfilter_predicate_collections __pyx_string_tab[33]
#define __pyx_kp_u_valmap_func_collections_abc_Call __pyx_string_tab[34]
#define __pyx_kp_u_valmap_line_239 __pyx_string_tab[35]
#define __pyx_n_u_Mapping __pyx_string_tab[36]
#define __pyx_n_u_Pyx_PyDict_NextRef __pyx_string_tab[37]
#define __pyx_n_u_abc __pyx_string_tab[38]
#define __pyx_n_u_all __pyx_string_tab[39]
#define __pyx_n_u_assoc __pyx_string_tab[40]
#define __pyx_n_u_assoc_in __pyx_string_tab[41]
#define __pyx_n_u_asyncio_coroutines __pyx_string_tab[42]
#define __pyx_n_u_class_getitem __pyx_string_tab[43]
#define __pyx_n_u_cline_in_traceback __pyx_string_tab[44]
#define __pyx_n_u_coll __pyx_string_tab[45]
#define __pyx_n_u_collections __pyx_string_tab[46]
#define __pyx_n_u_d __pyx_string_tab[47]
#define __pyx_n_u_default __pyx_string_tab[48]
#define __pyx_n_u_dicts __pyx_string_tab[49]
#define __pyx_n_u_difference_update __pyx_string_tab[50]
#define __pyx_n_u_dissoc __pyx_string_tab[51]
#define __pyx_n_u_factory __pyx_string_tab[52]
#define __pyx_n_u_format __pyx_string_tab[53]
#define __pyx_n_u_func __pyx_string_tab[54]
#define __pyx_n_u_func_2 __pyx_string_tab[55]
#define __pyx_n_u_get_in __pyx_string_tab[56]
#define __pyx_n_u_getstate __pyx_string_tab[57]
#define __pyx_n_u_humpy_cytoolz_dicttoolz __pyx_string_tab[58]
#define __pyx_n_u_is_coroutine __pyx_string_tab[59]
#define __pyx_n_u_it __pyx_string_tab[60]
#define __pyx_n_u_itemfilter __pyx_string_tab[61]
#define __pyx_n_u_itemmap __pyx_string_tab[62]
#define __pyx_n_u_items __pyx_string_tab[63]
#define __pyx_n_u_iter_mapping __pyx_string_tab[64]
#define __pyx_n_u_iter_mapping___reduce_cython __pyx_string_tab[65]
#define __pyx_n_u_iter_mapping___setstate_cython __pyx_string_tab[66]
#define __pyx_n_u_key __pyx_string_tab[67]
#define __pyx_n_u_keyfilter __pyx_string_tab[68]
#define __pyx_n_u_keymap __pyx_string_tab[69]
#define __pyx_n_u_keys __pyx_string_tab[70]
#define __pyx_n_u_kwargs __pyx_string_tab[71]
#define __pyx_n_u_main __pyx_string_tab[72]
#define __pyx_n_u_merge __pyx_string_tab[73]
#define __pyx_n_u_merge_with __pyx_string_tab[74]
#define __pyx_n_u_module __pyx_string_tab[75]
#define __pyx_n_u_name __pyx_string_tab[76]
#define __pyx_n_u_next __pyx_string_tab[77]
#define __pyx_n_u_no_default __pyx_string_tab[78]
#define __pyx_n_u_pop __pyx_string_tab[79]
#define __pyx_n_u_popitem __pyx_string_tab[80]
#define __pyx_n_u_predicate __pyx_string_tab[81]
#define __pyx_n_u_pyx_capi __pyx_string_tab[82]
#define __pyx_n_u_pyx_state __pyx_string_tab[83]
#define __pyx_n_u_qualname __pyx_string_tab[84]
#define __pyx_n_u_reduce __pyx_string_tab[85]
#define __pyx_n_u_reduce_cython __pyx_string_tab[86]
#define __pyx_n_u_reduce_ex __pyx_string_tab[87]
#define __pyx_n_u_self __pyx_string_tab[88]
#define __pyx_n_u_set_name __pyx_string_tab[89]
#define __pyx_n_u_setdefault __pyx_string_tab[90]
#define __pyx_n_u_setstate __pyx_string_tab[91]
#define __pyx_n_u_setstate_cython __pyx_string_tab[92]
#define __pyx_n_u_test __pyx_string_tab[93]
#define __pyx_n_u_update __pyx_string_tab[94]
#define __pyx_n_u_update_in __pyx_string_tab[95]
#define __pyx_n_u_valfilter __pyx_string_tab[96]
#define __pyx_n_u_valmap __pyx_string_tab[97]
#define __pyx_n_u_value __pyx_string_tab[98]
#define __pyx_n_u_values __pyx_string_tab[99]
#define __pyx_kp_b_PyObject_PyObject_PyObject_PyObj __pyx_string_tab[100]
#define __pyx_kp_b_iso88591_1_gQ_Qa_XQ_1_q_AU_6_AT_81 __pyx_string_tab[101]
#define __pyx_kp_b_iso88591_1_gQ_Qa_XQ_1_q_AU_6_AXXT __pyx_string_tab[102]
#define __pyx_kp_b_iso88591_1b_1_gQ_Qa_XQ_1_q_AU_6_T_RxvXQ __pyx_string_tab[103]
#define __pyx_kp_b_iso88591_B_d_1_gQ_Qa_XQ_1_q_AU_6_Yaxq_Qh __pyx_string_tab[104]
#define __pyx_kp_b_iso88591_C1l_1_gQ_Qa_XQ_1_q_AU_6_ha_ha_Y __pyx_string_tab[105]
#define __pyx_kp_b_iso88591_Cq_s_D_JauAT_q_q_q __pyx_string_tab[106]
#define __pyx_kp_b_iso88591_FaN_gQ_Qa_q_A_G1A_1G1 __pyx_string_tab[107]
#define __pyx_kp_b_iso88591_JJ___v_Qd_aq_gQ_Qa_q_A_G1A_WA_X __pyx_string_tab[108]
#define __pyx_kp_b_iso88591_J_d_Qd_aq_gQ_Qa_q_A_G1A_WA_XS_q __pyx_string_tab[109]
#define __pyx_kp_b_iso88591_Q __pyx_string_tab[110]
#define __pyx_kp_b_iso88591_Qd_Cq_s_D_JauAT_q_AV7 __pyx_string_tab[111]
#define __pyx_kp_b_iso88591_UUVT_ha_aq_Q __pyx_string_tab[112]
#define __pyx_kp_b_iso88591_j_F_Qj __pyx_string_tab[113]
#define __pyx_int_1 __pyx_number_tab[0]
/* #### Code section: module_state_clear ### */
#if CYTHON_USE_MODULE_STATE
static CYTHON_SMALL_CODE int __pyx_m_clear(PyObject *m) {
  __pyx_mstatetype *clear_module_state = __Pyx_PyModule_GetState(m);
  if (!clear_module_state) return 0;
  Py_CLEAR(clear_module_state->__pyx_d);
  Py_CLEAR(clear_module_state->__pyx_b);
  Py_CLEAR(clear_module_state->__pyx_cython_runtime);
  Py_CLEAR(clear_module_state->__pyx_empty_tuple);
  Py_CLEAR(clear_module_state->__pyx_empty_bytes);
  Py_CLEAR(clear_module_state->__pyx_empty_unicode);
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  __Pyx_State_RemoveModule(NULL);
  #endif
  Py_CLEAR(clear_module_state->__pyx_ptype_7cpython_4type_type);
  Py_CLEAR(clear_module_state->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping);
  Py_CLEAR(clear_module_state->__pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping);
  Py_CLEAR(clear_module_state->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults);
  Py_CLEAR(clear_module_state->__pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults);
  Py_CLEAR(clear_module_state->__pyx_k_);
  Py_CLEAR(clear_module_state->__pyx_k__2);
  Py_CLEAR(clear_module_state->__pyx_k__3);
  Py_CLEAR(clear_module_state->__pyx_k__4);
  Py_CLEAR(clear_module_state->__pyx_k__5);
  Py_CLEAR(clear_module_state->__pyx_k__6);
  Py_CLEAR(clear_module_state->__pyx_k__7);
  Py_CLEAR(clear_module_state->__pyx_k__8);
  Py_CLEAR(clear_module_state->__pyx_k__9);
  Py_CLEAR(clear_module_state->__pyx_k__10);
  Py_CLEAR(clear_module_state->__pyx_k__11);
  Py_CLEAR(clear_module_state->__pyx_k__12);
  for (int i=0; i<1; ++i) { Py_CLEAR(clear_module_state->__pyx_slice[i]); }
  for (int i=0; i<1; ++i) { Py_CLEAR(clear_module_state->__pyx_tuple[i]); }
  for (int i=0; i<15; ++i) { Py_CLEAR(clear_module_state->__pyx_codeobj_tab[i]); }
  for (int i=0; i<114; ++i) { Py_CLEAR(clear_module_state->__pyx_string_tab[i]); }
  for (int i=0; i<1; ++i) { Py_CLEAR(clear_module_state->__pyx_number_tab[i]); }
/* #### Code section: module_state_clear_contents ### */
/* CommonTypesMetaclass.module_state_clear */
Py_CLEAR(clear_module_state->__pyx_CommonTypesMetaclassType);

/* CythonFunctionShared.module_state_clear */
Py_CLEAR(clear_module_state->__pyx_CyFunctionType);

/* #### Code section: module_state_clear_end ### */
return 0;
}
#endif
/* #### Code section: module_state_traverse ### */
#if CYTHON_USE_MODULE_STATE
static CYTHON_SMALL_CODE int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) {
  __pyx_mstatetype *traverse_module_state = __Pyx_PyModule_GetState(m);
  if (!traverse_module_state) return 0;
  Py_VISIT(traverse_module_state->__pyx_d);
  Py_VISIT(traverse_module_state->__pyx_b);
  Py_VISIT(traverse_module_state->__pyx_cython_runtime);
  __Pyx_VISIT_CONST(traverse_module_state->__pyx_empty_tuple);
  __Pyx_VISIT_CONST(traverse_module_state->__pyx_empty_bytes);
  __Pyx_VISIT_CONST(traverse_module_state->__pyx_empty_unicode);
  Py_VISIT(traverse_module_state->__pyx_ptype_7cpython_4type_type);
  Py_VISIT(traverse_module_state->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping);
  Py_VISIT(traverse_module_state->__pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping);
  Py_VISIT(traverse_module_state->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults);
  Py_VISIT(traverse_module_state->__pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults);
  Py_VISIT(traverse_module_state->__pyx_k_);
  Py_VISIT(traverse_module_state->__pyx_k__2);
  Py_VISIT(traverse_module_state->__pyx_k__3);
  Py_VISIT(traverse_module_state->__pyx_k__4);
  Py_VISIT(traverse_module_state->__pyx_k__5);
  Py_VISIT(traverse_module_state->__pyx_k__6);
  Py_VISIT(traverse_module_state->__pyx_k__7);
  Py_VISIT(traverse_module_state->__pyx_k__8);
  Py_VISIT(traverse_module_state->__pyx_k__9);
  Py_VISIT(traverse_module_state->__pyx_k__10);
  Py_VISIT(traverse_module_state->__pyx_k__11);
  Py_VISIT(traverse_module_state->__pyx_k__12);
  for (int i=0; i<1; ++i) { __Pyx_VISIT_CONST(traverse_module_state->__pyx_slice[i]); }
  for (int i=0; i<1; ++i) { __Pyx_VISIT_CONST(traverse_module_state->__pyx_tuple[i]); }
  for (int i=0; i<15; ++i) { __Pyx_VISIT_CONST(traverse_module_state->__pyx_codeobj_tab[i]); }
  for (int i=0; i<114; ++i) { __Pyx_VISIT_CONST(traverse_module_state->__pyx_string_tab[i]); }
  for (int i=0; i<1; ++i) { __Pyx_VISIT_CONST(traverse_module_state->__pyx_number_tab[i]); }
/* #### Code section: module_state_traverse_contents ### */
/* CommonTypesMetaclass.module_state_traverse */
Py_VISIT(traverse_module_state->__pyx_CommonTypesMetaclassType);

/* CythonFunctionShared.module_state_traverse */
Py_VISIT(traverse_module_state->__pyx_CyFunctionType);

/* #### Code section: module_state_traverse_end ### */
return 0;
}
#endif
/* #### Code section: module_code ### */

/* "humpy_cytoolz/dicttoolz.pyx":27
 * cdef class _iter_mapping:
 * 	""" Keep a handle on the current item to prevent memory clean up too early"""
 * 	def __cinit__(self, object it):             # <<<<<<<<<<<<<<
 * 		self.it = it
 * 		self.cur = None
*/

/* Python wrapper */
static int __pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_1__cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_it = 0;
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[1] = {0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return -1;
  #endif
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_it,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_VARARGS(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 27, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  1:
        values[0] = __Pyx_ArgRef_VARARGS(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 27, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "__cinit__", 0) < (0)) __PYX_ERR(0, 27, __pyx_L3_error)
      for (Py_ssize_t i = __pyx_nargs; i < 1; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, i); __PYX_ERR(0, 27, __pyx_L3_error) }
      }
    } else if (unlikely(__pyx_nargs != 1)) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = __Pyx_ArgRef_VARARGS(__pyx_args, 0);
      if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 27, __pyx_L3_error)
    }
    __pyx_v_it = values[0];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 1, 1, 1, __pyx_nargs); __PYX_ERR(0, 27, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz._iter_mapping.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping___cinit__(((struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)__pyx_v_self), __pyx_v_it);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping___cinit__(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self, PyObject *__pyx_v_it) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":28
 * 	""" Keep a handle on the current item to prevent memory clean up too early"""
 * 	def __cinit__(self, object it):
 * 		self.it = it             # <<<<<<<<<<<<<<
 * 		self.cur = None
 * 
*/
  __Pyx_INCREF(__pyx_v_it);
  __Pyx_GIVEREF(__pyx_v_it);
  __Pyx_GOTREF(__pyx_v_self->it);
  __Pyx_DECREF(__pyx_v_self->it);
  __pyx_v_self->it = __pyx_v_it;

  /* "humpy_cytoolz/dicttoolz.pyx":29
 * 	def __cinit__(self, object it):
 * 		self.it = it
 * 		self.cur = None             # <<<<<<<<<<<<<<
 * 
 * 	def __iter__(self):
*/
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->cur);
  __Pyx_DECREF(__pyx_v_self->cur);
  __pyx_v_self->cur = Py_None;

  /* "humpy_cytoolz/dicttoolz.pyx":27
 * cdef class _iter_mapping:
 * 	""" Keep a handle on the current item to prevent memory clean up too early"""
 * 	def __cinit__(self, object it):             # <<<<<<<<<<<<<<
 * 		self.it = it
 * 		self.cur = None
*/

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":31
 * 		self.cur = None
 * 
 * 	def __iter__(self):             # <<<<<<<<<<<<<<
 * 		return self
 * 
*/

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_3__iter__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_3__iter__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_2__iter__(((struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_2__iter__(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__iter__", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":32
 * 
 * 	def __iter__(self):
 * 		return self             # <<<<<<<<<<<<<<
 * 
 * 	def __next__(self):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF((PyObject *)__pyx_v_self);
  __pyx_r = ((PyObject *)__pyx_v_self);
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":31
 * 		self.cur = None
 * 
 * 	def __iter__(self):             # <<<<<<<<<<<<<<
 * 		return self
 * 
*/

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":34
 * 		return self
 * 
 * 	def __next__(self):             # <<<<<<<<<<<<<<
 * 		self.cur = next(self.it)
 * 		return self.cur
*/

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_5__next__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_5__next__(PyObject *__pyx_v_self) {
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__next__ (wrapper)", 0);
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_4__next__(((struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_4__next__(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__next__", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":35
 * 
 * 	def __next__(self):
 * 		self.cur = next(self.it)             # <<<<<<<<<<<<<<
 * 		return self.cur
 * 
*/
  __pyx_t_1 = __pyx_v_self->it;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyIter_Next(__pyx_t_1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 35, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_GIVEREF(__pyx_t_2);
  __Pyx_GOTREF(__pyx_v_self->cur);
  __Pyx_DECREF(__pyx_v_self->cur);
  __pyx_v_self->cur = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":36
 * 	def __next__(self):
 * 		self.cur = next(self.it)
 * 		return self.cur             # <<<<<<<<<<<<<<
 * 
 * cdef int PyMapping_Next(object p, Py_ssize_t *ppos, PyObject* *pkey, PyObject* *pval) except -1:
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->cur);
  __pyx_r = __pyx_v_self->cur;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":34
 * 		return self
 * 
 * 	def __next__(self):             # <<<<<<<<<<<<<<
 * 		self.cur = next(self.it)
 * 		return self.cur
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz._iter_mapping.__next__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
 * def __setstate_cython__(self, __pyx_state):
*/

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_7__reduce_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_13_iter_mapping_6__reduce_cython__, "_iter_mapping.__reduce_cython__(self)");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_13_iter_mapping_7__reduce_cython__ = {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_7__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_13_iter_mapping_6__reduce_cython__};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_7__reduce_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__reduce_cython__ (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  if (unlikely(__pyx_nargs > 0)) { __Pyx_RaiseArgtupleInvalid("__reduce_cython__", 1, 0, 0, __pyx_nargs); return NULL; }
  const Py_ssize_t __pyx_kwds_len = unlikely(__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
  if (unlikely(__pyx_kwds_len < 0)) return NULL;
  if (unlikely(__pyx_kwds_len > 0)) {__Pyx_RejectKeywords("__reduce_cython__", __pyx_kwds); return NULL;}
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_6__reduce_cython__(((struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_6__reduce_cython__(CYTHON_UNUSED struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__reduce_cython__", 0);

  /* "(tree fragment)":2
 * def __reduce_cython__(self):
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"             # <<<<<<<<<<<<<<
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
*/
  __Pyx_Raise(((PyObject *)(((PyTypeObject*)PyExc_TypeError))), __pyx_mstate_global->__pyx_kp_u_no_default___reduce___due_to_non, 0, 0);
  __PYX_ERR(1, 2, __pyx_L1_error)

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
 * def __setstate_cython__(self, __pyx_state):
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz._iter_mapping.__reduce_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
*/

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_9__setstate_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_13_iter_mapping_8__setstate_cython__, "_iter_mapping.__setstate_cython__(self, __pyx_state)");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_13_iter_mapping_9__setstate_cython__ = {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_9__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_13_iter_mapping_8__setstate_cython__};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_9__setstate_cython__(PyObject *__pyx_v_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  CYTHON_UNUSED PyObject *__pyx_v___pyx_state = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[1] = {0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setstate_cython__ (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_pyx_state,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(1, 3, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(1, 3, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "__setstate_cython__", 0) < (0)) __PYX_ERR(1, 3, __pyx_L3_error)
      for (Py_ssize_t i = __pyx_nargs; i < 1; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("__setstate_cython__", 1, 1, 1, i); __PYX_ERR(1, 3, __pyx_L3_error) }
      }
    } else if (unlikely(__pyx_nargs != 1)) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
      if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(1, 3, __pyx_L3_error)
    }
    __pyx_v___pyx_state = values[0];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__setstate_cython__", 1, 1, 1, __pyx_nargs); __PYX_ERR(1, 3, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz._iter_mapping.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_8__setstate_cython__(((struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)__pyx_v_self), __pyx_v___pyx_state);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_13_iter_mapping_8__setstate_cython__(CYTHON_UNUSED struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setstate_cython__", 0);

  /* "(tree fragment)":4
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
 * def __setstate_cython__(self, __pyx_state):
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"             # <<<<<<<<<<<<<<
*/
  __Pyx_Raise(((PyObject *)(((PyTypeObject*)PyExc_TypeError))), __pyx_mstate_global->__pyx_kp_u_no_default___reduce___due_to_non, 0, 0);
  __PYX_ERR(1, 4, __pyx_L1_error)

  /* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz._iter_mapping.__setstate_cython__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":38
 * 		return self.cur
 * 
 * cdef int PyMapping_Next(object p, Py_ssize_t *ppos, PyObject* *pkey, PyObject* *pval) except -1:             # <<<<<<<<<<<<<<
 * 	"""Mimic "PyDict_Next" interface, but for any mapping"""
 * 	cdef PyObject *obj
*/

static int __pyx_f_13humpy_cytoolz_9dicttoolz_PyMapping_Next(PyObject *__pyx_v_p, CYTHON_UNUSED Py_ssize_t *__pyx_v_ppos, PyObject **__pyx_v_pkey, PyObject **__pyx_v_pval) {
  PyObject *__pyx_v_obj;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyMapping_Next", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":41
 * 	"""Mimic "PyDict_Next" interface, but for any mapping"""
 * 	cdef PyObject *obj
 * 	obj = PtrIter_Next(p)             # <<<<<<<<<<<<<<
 * 	if obj is NULL:
 * 		return 0
*/
  __pyx_v_obj = PyIter_Next(__pyx_v_p);

  /* "humpy_cytoolz/dicttoolz.pyx":42
 * 	cdef PyObject *obj
 * 	obj = PtrIter_Next(p)
 * 	if obj is NULL:             # <<<<<<<<<<<<<<
 * 		return 0
 * 	pkey[0] = <PyObject*>(<object>obj)[0]
*/
  __pyx_t_1 = (__pyx_v_obj == NULL);
  if (__pyx_t_1) {

    /* "humpy_cytoolz/dicttoolz.pyx":43
 * 	obj = PtrIter_Next(p)
 * 	if obj is NULL:
 * 		return 0             # <<<<<<<<<<<<<<
 * 	pkey[0] = <PyObject*>(<object>obj)[0]
 * 	pval[0] = <PyObject*>(<object>obj)[1]
*/
    __pyx_r = 0;
    goto __pyx_L0;

    /* "humpy_cytoolz/dicttoolz.pyx":42
 * 	cdef PyObject *obj
 * 	obj = PtrIter_Next(p)
 * 	if obj is NULL:             # <<<<<<<<<<<<<<
 * 		return 0
 * 	pkey[0] = <PyObject*>(<object>obj)[0]
*/
  }

  /* "humpy_cytoolz/dicttoolz.pyx":44
 * 	if obj is NULL:
 * 		return 0
 * 	pkey[0] = <PyObject*>(<object>obj)[0]             # <<<<<<<<<<<<<<
 * 	pval[0] = <PyObject*>(<object>obj)[1]
 * 	Py_XDECREF(obj)  # removing this results in memory leak
*/
  __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_obj), 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_SharedReference); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 44, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  (__pyx_v_pkey[0]) = ((PyObject *)__pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":45
 * 		return 0
 * 	pkey[0] = <PyObject*>(<object>obj)[0]
 * 	pval[0] = <PyObject*>(<object>obj)[1]             # <<<<<<<<<<<<<<
 * 	Py_XDECREF(obj)  # removing this results in memory leak
 * 	return 1
*/
  __pyx_t_2 = __Pyx_GetItemInt(((PyObject *)__pyx_v_obj), 1, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_SharedReference); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 45, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  (__pyx_v_pval[0]) = ((PyObject *)__pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":46
 * 	pkey[0] = <PyObject*>(<object>obj)[0]
 * 	pval[0] = <PyObject*>(<object>obj)[1]
 * 	Py_XDECREF(obj)  # removing this results in memory leak             # <<<<<<<<<<<<<<
 * 	return 1
 * 
*/
  Py_XDECREF(__pyx_v_obj);

  /* "humpy_cytoolz/dicttoolz.pyx":47
 * 	pval[0] = <PyObject*>(<object>obj)[1]
 * 	Py_XDECREF(obj)  # removing this results in memory leak
 * 	return 1             # <<<<<<<<<<<<<<
 * 
 * cdef f_map_next get_map_iter(object d, PyObject* *ptr) except NULL:
*/
  __pyx_r = 1;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":38
 * 		return self.cur
 * 
 * cdef int PyMapping_Next(object p, Py_ssize_t *ppos, PyObject* *pkey, PyObject* *pval) except -1:             # <<<<<<<<<<<<<<
 * 	"""Mimic "PyDict_Next" interface, but for any mapping"""
 * 	cdef PyObject *obj
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.PyMapping_Next", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":49
 * 	return 1
 * 
 * cdef f_map_next get_map_iter(object d, PyObject* *ptr) except NULL:             # <<<<<<<<<<<<<<
 * 	"""Return function pointer to perform iteration over object returned in ptr.
 * 
*/

static __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(PyObject *__pyx_v_d, PyObject **__pyx_v_ptr) {
  PyObject *__pyx_v_val = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_rv;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  size_t __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_map_iter", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":70
 * 	cdef object val
 * 	cdef f_map_next rv
 * 	if PyDict_CheckExact(d):             # <<<<<<<<<<<<<<
 * 		val = d
 * 		rv = &PyDict_Next_Compat
*/
  __pyx_t_1 = PyDict_CheckExact(__pyx_v_d);
  if (__pyx_t_1) {

    /* "humpy_cytoolz/dicttoolz.pyx":71
 * 	cdef f_map_next rv
 * 	if PyDict_CheckExact(d):
 * 		val = d             # <<<<<<<<<<<<<<
 * 		rv = &PyDict_Next_Compat
 * 	else:
*/
    __Pyx_INCREF(__pyx_v_d);
    __pyx_v_val = __pyx_v_d;

    /* "humpy_cytoolz/dicttoolz.pyx":72
 * 	if PyDict_CheckExact(d):
 * 		val = d
 * 		rv = &PyDict_Next_Compat             # <<<<<<<<<<<<<<
 * 	else:
 * 		val = _iter_mapping(iter(d.items()))
*/
    __pyx_v_rv = (&PyDict_Next);

    /* "humpy_cytoolz/dicttoolz.pyx":70
 * 	cdef object val
 * 	cdef f_map_next rv
 * 	if PyDict_CheckExact(d):             # <<<<<<<<<<<<<<
 * 		val = d
 * 		rv = &PyDict_Next_Compat
*/
    goto __pyx_L3;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":74
 * 		rv = &PyDict_Next_Compat
 * 	else:
 * 		val = _iter_mapping(iter(d.items()))             # <<<<<<<<<<<<<<
 * 		rv = &PyMapping_Next
 * 	Py_INCREF(val)
*/
  /*else*/ {
    __pyx_t_3 = NULL;
    __pyx_t_5 = __pyx_v_d;
    __Pyx_INCREF(__pyx_t_5);
    __pyx_t_6 = 0;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_5, NULL};
      __pyx_t_4 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_items, __pyx_callargs+__pyx_t_6, (1-__pyx_t_6) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 74, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
    }
    __pyx_t_5 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 74, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_6 = 1;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_t_5};
      __pyx_t_2 = __Pyx_PyObject_FastCall((PyObject*)__pyx_mstate_global->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping, __pyx_callargs+__pyx_t_6, (2-__pyx_t_6) | (__pyx_t_6*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 74, __pyx_L1_error)
      __Pyx_GOTREF((PyObject *)__pyx_t_2);
    }
    __pyx_v_val = ((PyObject *)__pyx_t_2);
    __pyx_t_2 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":75
 * 	else:
 * 		val = _iter_mapping(iter(d.items()))
 * 		rv = &PyMapping_Next             # <<<<<<<<<<<<<<
 * 	Py_INCREF(val)
 * 	ptr[0] = <PyObject*>val
*/
    __pyx_v_rv = (&__pyx_f_13humpy_cytoolz_9dicttoolz_PyMapping_Next);
  }
  __pyx_L3:;

  /* "humpy_cytoolz/dicttoolz.pyx":76
 * 		val = _iter_mapping(iter(d.items()))
 * 		rv = &PyMapping_Next
 * 	Py_INCREF(val)             # <<<<<<<<<<<<<<
 * 	ptr[0] = <PyObject*>val
 * 	return rv
*/
  Py_INCREF(__pyx_v_val);

  /* "humpy_cytoolz/dicttoolz.pyx":77
 * 		rv = &PyMapping_Next
 * 	Py_INCREF(val)
 * 	ptr[0] = <PyObject*>val             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
  (__pyx_v_ptr[0]) = ((PyObject *)__pyx_v_val);

  /* "humpy_cytoolz/dicttoolz.pyx":78
 * 	Py_INCREF(val)
 * 	ptr[0] = <PyObject*>val
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cdef get_factory(name, kwargs):
*/
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":49
 * 	return 1
 * 
 * cdef f_map_next get_map_iter(object d, PyObject* *ptr) except NULL:             # <<<<<<<<<<<<<<
 * 	"""Return function pointer to perform iteration over object returned in ptr.
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.get_map_iter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":80
 * 	return rv
 * 
 * cdef get_factory(name, kwargs):             # <<<<<<<<<<<<<<
 * 	factory = kwargs.pop('factory', dict)
 * 	if kwargs:
*/

static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_get_factory(PyObject *__pyx_v_name, PyObject *__pyx_v_kwargs) {
  PyObject *__pyx_v_factory = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  size_t __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_factory", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":81
 * 
 * cdef get_factory(name, kwargs):
 * 	factory = kwargs.pop('factory', dict)             # <<<<<<<<<<<<<<
 * 	if kwargs:
 * 		raise TypeError("{0}() got an unexpected keyword argument "
*/
  __pyx_t_2 = __pyx_v_kwargs;
  __Pyx_INCREF(__pyx_t_2);
  __pyx_t_3 = 0;
  {
    PyObject *__pyx_callargs[3] = {__pyx_t_2, __pyx_mstate_global->__pyx_n_u_factory, ((PyObject *)(&PyDict_Type))};
    __pyx_t_1 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_pop, __pyx_callargs+__pyx_t_3, (3-__pyx_t_3) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 81, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_factory = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":82
 * cdef get_factory(name, kwargs):
 * 	factory = kwargs.pop('factory', dict)
 * 	if kwargs:             # <<<<<<<<<<<<<<
 * 		raise TypeError("{0}() got an unexpected keyword argument "
 * 						"'{1}'".format(name, kwargs.popitem()[0]))
*/
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_kwargs); if (unlikely((__pyx_t_4 < 0))) __PYX_ERR(0, 82, __pyx_L1_error)
  if (unlikely(__pyx_t_4)) {

    /* "humpy_cytoolz/dicttoolz.pyx":83
 * 	factory = kwargs.pop('factory', dict)
 * 	if kwargs:
 * 		raise TypeError("{0}() got an unexpected keyword argument "             # <<<<<<<<<<<<<<
 * 						"'{1}'".format(name, kwargs.popitem()[0]))
 * 	return factory
*/
    __pyx_t_2 = NULL;

    /* "humpy_cytoolz/dicttoolz.pyx":84
 * 	if kwargs:
 * 		raise TypeError("{0}() got an unexpected keyword argument "
 * 						"'{1}'".format(name, kwargs.popitem()[0]))             # <<<<<<<<<<<<<<
 * 	return factory
 * 
*/
    __pyx_t_6 = __pyx_mstate_global->__pyx_kp_u_0_got_an_unexpected_keyword_arg;
    __Pyx_INCREF(__pyx_t_6);
    __pyx_t_8 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_8);
    __pyx_t_3 = 0;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_8, NULL};
      __pyx_t_7 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_popitem, __pyx_callargs+__pyx_t_3, (1-__pyx_t_3) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 84, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_7);
    }
    __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_7, 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_OwnStrongReference); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 84, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_3 = 0;
    {
      PyObject *__pyx_callargs[3] = {__pyx_t_6, __pyx_v_name, __pyx_t_8};
      __pyx_t_5 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_format, __pyx_callargs+__pyx_t_3, (3-__pyx_t_3) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 84, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
    }
    __pyx_t_3 = 1;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_2, __pyx_t_5};
      __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)(((PyTypeObject*)PyExc_TypeError)), __pyx_callargs+__pyx_t_3, (2-__pyx_t_3) | (__pyx_t_3*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 83, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __PYX_ERR(0, 83, __pyx_L1_error)

    /* "humpy_cytoolz/dicttoolz.pyx":82
 * cdef get_factory(name, kwargs):
 * 	factory = kwargs.pop('factory', dict)
 * 	if kwargs:             # <<<<<<<<<<<<<<
 * 		raise TypeError("{0}() got an unexpected keyword argument "
 * 						"'{1}'".format(name, kwargs.popitem()[0]))
*/
  }

  /* "humpy_cytoolz/dicttoolz.pyx":85
 * 		raise TypeError("{0}() got an unexpected keyword argument "
 * 						"'{1}'".format(name, kwargs.popitem()[0]))
 * 	return factory             # <<<<<<<<<<<<<<
 * 
 * cdef object c_merge(object dicts, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_r = __pyx_v_factory;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":80
 * 	return rv
 * 
 * cdef get_factory(name, kwargs):             # <<<<<<<<<<<<<<
 * 	factory = kwargs.pop('factory', dict)
 * 	if kwargs:
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.get_factory", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_factory);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":87
 * 	return factory
 * 
 * cdef object c_merge(object dicts, object factory=dict):             # <<<<<<<<<<<<<<
 * 	cdef object rv
 * 	rv = factory()
*/

static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_c_merge(PyObject *__pyx_v_dicts, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k_;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_v_d = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  int __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("c_merge", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }

  /* "humpy_cytoolz/dicttoolz.pyx":89
 * cdef object c_merge(object dicts, object factory=dict):
 * 	cdef object rv
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	if PyDict_CheckExact(rv):
 * 		for d in dicts:
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 89, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":90
 * 	cdef object rv
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		for d in dicts:
 * 			PyDict_Update(rv, d)
*/
  __pyx_t_5 = PyDict_CheckExact(__pyx_v_rv);
  if (__pyx_t_5) {

    /* "humpy_cytoolz/dicttoolz.pyx":91
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
 * 		for d in dicts:             # <<<<<<<<<<<<<<
 * 			PyDict_Update(rv, d)
 * 	else:
*/
    if (likely(PyList_CheckExact(__pyx_v_dicts)) || PyTuple_CheckExact(__pyx_v_dicts)) {
      __pyx_t_1 = __pyx_v_dicts; __Pyx_INCREF(__pyx_t_1);
      __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_dicts); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 91, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_7 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 91, __pyx_L1_error)
    }
    for (;;) {
      if (likely(!__pyx_t_7)) {
        if (likely(PyList_CheckExact(__pyx_t_1))) {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_1);
            #if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 91, __pyx_L1_error)
            #endif
            if (__pyx_t_6 >= __pyx_temp) break;
          }
          __pyx_t_3 = __Pyx_PyList_GetItemRefFast(__pyx_t_1, __pyx_t_6, __Pyx_ReferenceSharing_OwnStrongReference);
          ++__pyx_t_6;
        } else {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_1);
            #if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 91, __pyx_L1_error)
            #endif
            if (__pyx_t_6 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_3 = __Pyx_NewRef(PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_6));
          #else
          __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_6);
          #endif
          ++__pyx_t_6;
        }
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 91, __pyx_L1_error)
      } else {
        __pyx_t_3 = __pyx_t_7(__pyx_t_1);
        if (unlikely(!__pyx_t_3)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) __PYX_ERR(0, 91, __pyx_L1_error)
            PyErr_Clear();
          }
          break;
        }
      }
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_XDECREF_SET(__pyx_v_d, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":92
 * 	if PyDict_CheckExact(rv):
 * 		for d in dicts:
 * 			PyDict_Update(rv, d)             # <<<<<<<<<<<<<<
 * 	else:
 * 		for d in dicts:
*/
      __pyx_t_8 = PyDict_Update(__pyx_v_rv, __pyx_v_d); if (unlikely(__pyx_t_8 == ((int)-1))) __PYX_ERR(0, 92, __pyx_L1_error)

      /* "humpy_cytoolz/dicttoolz.pyx":91
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
 * 		for d in dicts:             # <<<<<<<<<<<<<<
 * 			PyDict_Update(rv, d)
 * 	else:
*/
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":90
 * 	cdef object rv
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		for d in dicts:
 * 			PyDict_Update(rv, d)
*/
    goto __pyx_L3;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":94
 * 			PyDict_Update(rv, d)
 * 	else:
 * 		for d in dicts:             # <<<<<<<<<<<<<<
 * 			rv.update(d)
 * 	return rv
*/
  /*else*/ {
    if (likely(PyList_CheckExact(__pyx_v_dicts)) || PyTuple_CheckExact(__pyx_v_dicts)) {
      __pyx_t_1 = __pyx_v_dicts; __Pyx_INCREF(__pyx_t_1);
      __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_dicts); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 94, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_7 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 94, __pyx_L1_error)
    }
    for (;;) {
      if (likely(!__pyx_t_7)) {
        if (likely(PyList_CheckExact(__pyx_t_1))) {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_1);
            #if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 94, __pyx_L1_error)
            #endif
            if (__pyx_t_6 >= __pyx_temp) break;
          }
          __pyx_t_3 = __Pyx_PyList_GetItemRefFast(__pyx_t_1, __pyx_t_6, __Pyx_ReferenceSharing_OwnStrongReference);
          ++__pyx_t_6;
        } else {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_1);
            #if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 94, __pyx_L1_error)
            #endif
            if (__pyx_t_6 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_3 = __Pyx_NewRef(PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_6));
          #else
          __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_6);
          #endif
          ++__pyx_t_6;
        }
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 94, __pyx_L1_error)
      } else {
        __pyx_t_3 = __pyx_t_7(__pyx_t_1);
        if (unlikely(!__pyx_t_3)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) __PYX_ERR(0, 94, __pyx_L1_error)
            PyErr_Clear();
          }
          break;
        }
      }
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_XDECREF_SET(__pyx_v_d, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":95
 * 	else:
 * 		for d in dicts:
 * 			rv.update(d)             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
      __pyx_t_2 = __pyx_v_rv;
      __Pyx_INCREF(__pyx_t_2);
      __pyx_t_4 = 0;
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_2, __pyx_v_d};
        __pyx_t_3 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_update, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
        __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 95, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
      }
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":94
 * 			PyDict_Update(rv, d)
 * 	else:
 * 		for d in dicts:             # <<<<<<<<<<<<<<
 * 			rv.update(d)
 * 	return rv
*/
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "humpy_cytoolz/dicttoolz.pyx":96
 * 		for d in dicts:
 * 			rv.update(d)
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * def merge(*dicts, factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":87
 * 	return factory
 * 
 * cdef object c_merge(object dicts, object factory=dict):             # <<<<<<<<<<<<<<
 * 	cdef object rv
 * 	rv = factory()
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.c_merge", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":98
 * 	return rv
 * 
 * def merge(*dicts, factory=dict):             # <<<<<<<<<<<<<<
 * 	"""\
 * merge(*dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
*/

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_26__defaults__(CYTHON_UNUSED PyObject *__pyx_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__defaults__", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 98, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_mstate_global->__pyx_n_u_factory, __Pyx_CyFunction_Defaults(struct __pyx_defaults, __pyx_self)->arg0) < (0)) __PYX_ERR(0, 98, __pyx_L1_error)
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 98, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, Py_None) != (0)) __PYX_ERR(0, 98, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_1);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_1) != (0)) __PYX_ERR(0, 98, __pyx_L1_error);
  __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.__defaults__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_1merge(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_merge, "merge(*dicts, factory=dict)\n\nmerge(*dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nMerge a collection of dictionaries and return a new `Mapping`.\n\n(AI generated docstring)\n\nYou can use `merge` to combine two or more `Mapping`[1] objects into a single new `Mapping`.\n`merge` calls `factory` to create the result, then updates it in order with each `Mapping` in\n`dicts`. When the same key appears in more than one element, the value from the later element\ntakes precedence. You can also pass a single `Iterable[Mapping[K, V]]` as the sole positional\nargument instead of multiple `Mapping` arguments.\n\nParameters\n----------\n*dicts : Mapping[K, V]\n        `Mapping` objects to merge. Alternatively, pass a single `Iterable[Mapping[K, V]]` as the\n        sole positional argument.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingMerged : MutableMapping[K, V]\n        New `MutableMapping` created by `factory` containing all key-value pairs from `dicts`. For\n        duplicate keys, the value from the last `Mapping` in `dicts` that contains the key takes\n        precedence.\n\nSee Also\n--------\nmerge_with : Merge dictionaries and apply a `Callable` to combined values.\n\nExamples\n--------\n>>> merge({1: 'one'}, {2: 'two'})\n{1: 'one', 2: 'two'}\n\nLater dictionaries have precedence\n\n>>> merge({1: 2, 3: 4}, {3: 3, 4: 4})\n{1: 2, 3: 3, 4: 4}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html\n        ");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_1merge = {"merge", (PyCFunction)(void(*)(void))(PyCFunctionWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_1merge, METH_VARARGS|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_merge};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_1merge(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_factory = 0;
  PyObject *__pyx_v_dicts = 0;
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[1] = {0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("merge (wrapper)", 0);
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  __pyx_kwvalues = __Pyx_KwValues_VARARGS(__pyx_args, __pyx_nargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_dicts = __pyx_args;
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_factory,0};
    struct __pyx_defaults *__pyx_dynamic_args = __Pyx_CyFunction_Defaults(struct __pyx_defaults, __pyx_self);
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_VARARGS(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 98, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        default:
        case  0: break;
      }
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, 0, __pyx_kwds_len, "merge", 0) < (0)) __PYX_ERR(0, 98, __pyx_L3_error)
      if (!values[0]) values[0] = __Pyx_NewRef(__pyx_dynamic_args->arg0);
    } else if (unlikely(__pyx_nargs < 0)) {
      goto __pyx_L5_argtuple_error;
    } else {
      if (!values[0]) values[0] = __Pyx_NewRef(__pyx_dynamic_args->arg0);
    }
    __pyx_v_factory = values[0];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("merge", 0, 0, 0, __pyx_nargs); __PYX_ERR(0, 98, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_DECREF(__pyx_v_dicts); __pyx_v_dicts = 0;
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.merge", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_merge(__pyx_self, __pyx_v_factory, __pyx_v_dicts);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_DECREF(__pyx_v_dicts);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_merge(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_factory, PyObject *__pyx_v_dicts) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("merge", 0);
  __Pyx_INCREF(__pyx_v_dicts);

  /* "humpy_cytoolz/dicttoolz.pyx":146
 * 	https://docs.python.org/3/library/collections.abc.html
 * 	"""
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):             # <<<<<<<<<<<<<<
 * 		dicts = dicts[0]
 * 	return c_merge(dicts, factory)
*/
  __pyx_t_2 = PyObject_Length(__pyx_v_dicts); if (unlikely(__pyx_t_2 == ((Py_ssize_t)-1))) __PYX_ERR(0, 146, __pyx_L1_error)
  __pyx_t_3 = (__pyx_t_2 == 1);
  if (__pyx_t_3) {
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_dicts, 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_FunctionArgument); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 146, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __pyx_v_13humpy_cytoolz_9dicttoolz_Mapping;
  __Pyx_INCREF(__pyx_t_5);
  __pyx_t_3 = PyObject_IsInstance(__pyx_t_4, __pyx_t_5); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(0, 146, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = (!__pyx_t_3);
  __pyx_t_1 = __pyx_t_6;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "humpy_cytoolz/dicttoolz.pyx":147
 * 	"""
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):
 * 		dicts = dicts[0]             # <<<<<<<<<<<<<<
 * 	return c_merge(dicts, factory)
 * 
*/
    __pyx_t_5 = __Pyx_GetItemInt_Tuple(__pyx_v_dicts, 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_FunctionArgument); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 147, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF_SET(__pyx_v_dicts, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":146
 * 	https://docs.python.org/3/library/collections.abc.html
 * 	"""
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):             # <<<<<<<<<<<<<<
 * 		dicts = dicts[0]
 * 	return c_merge(dicts, factory)
*/
  }

  /* "humpy_cytoolz/dicttoolz.pyx":148
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):
 * 		dicts = dicts[0]
 * 	return c_merge(dicts, factory)             # <<<<<<<<<<<<<<
 * 
 * cdef object c_merge_with(object func, object dicts, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_7.__pyx_n = 1;
  __pyx_t_7.factory = __pyx_v_factory;
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_c_merge(__pyx_v_dicts, &__pyx_t_7); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 148, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":98
 * 	return rv
 * 
 * def merge(*dicts, factory=dict):             # <<<<<<<<<<<<<<
 * 	"""\
 * merge(*dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.merge", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_dicts);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":150
 * 	return c_merge(dicts, factory)
 * 
 * cdef object c_merge_with(object func, object dicts, object factory=dict):             # <<<<<<<<<<<<<<
 * 	cdef:
 * 		dict result
*/

static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_c_merge_with(PyObject *__pyx_v_func, PyObject *__pyx_v_dicts, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge_with *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__2;
  PyObject *__pyx_v_result = 0;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_seq = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_f;
  PyObject *__pyx_v_obj;
  PyObject *__pyx_v_pkey;
  PyObject *__pyx_v_pval;
  Py_ssize_t __pyx_v_pos;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_t_7;
  int __pyx_t_8;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("c_merge_with", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }

  /* "humpy_cytoolz/dicttoolz.pyx":161
 * 		Py_ssize_t pos
 * 
 * 	result = PyDict_New()             # <<<<<<<<<<<<<<
 * 	rv = factory()
 * 	for d in dicts:
*/
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 161, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_result = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":162
 * 
 * 	result = PyDict_New()
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	for d in dicts:
 * 		f = get_map_iter(d, &obj)
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 162, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":163
 * 	result = PyDict_New()
 * 	rv = factory()
 * 	for d in dicts:             # <<<<<<<<<<<<<<
 * 		f = get_map_iter(d, &obj)
 * 		d = <object>obj
*/
  if (likely(PyList_CheckExact(__pyx_v_dicts)) || PyTuple_CheckExact(__pyx_v_dicts)) {
    __pyx_t_1 = __pyx_v_dicts; __Pyx_INCREF(__pyx_t_1);
    __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_dicts); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 163, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_6 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 163, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_6)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_1);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 163, __pyx_L1_error)
          #endif
          if (__pyx_t_5 >= __pyx_temp) break;
        }
        __pyx_t_3 = __Pyx_PyList_GetItemRefFast(__pyx_t_1, __pyx_t_5, __Pyx_ReferenceSharing_OwnStrongReference);
        ++__pyx_t_5;
      } else {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_1);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 163, __pyx_L1_error)
          #endif
          if (__pyx_t_5 >= __pyx_temp) break;
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_3 = __Pyx_NewRef(PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_5));
        #else
        __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_5);
        #endif
        ++__pyx_t_5;
      }
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 163, __pyx_L1_error)
    } else {
      __pyx_t_3 = __pyx_t_6(__pyx_t_1);
      if (unlikely(!__pyx_t_3)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) __PYX_ERR(0, 163, __pyx_L1_error)
          PyErr_Clear();
        }
        break;
      }
    }
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_d, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":164
 * 	rv = factory()
 * 	for d in dicts:
 * 		f = get_map_iter(d, &obj)             # <<<<<<<<<<<<<<
 * 		d = <object>obj
 * 		Py_DECREF(d)
*/
    __pyx_t_7 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_d, (&__pyx_v_obj)); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(0, 164, __pyx_L1_error)
    __pyx_v_f = __pyx_t_7;

    /* "humpy_cytoolz/dicttoolz.pyx":165
 * 	for d in dicts:
 * 		f = get_map_iter(d, &obj)
 * 		d = <object>obj             # <<<<<<<<<<<<<<
 * 		Py_DECREF(d)
 * 		pos = 0
*/
    __pyx_t_3 = ((PyObject *)__pyx_v_obj);
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":166
 * 		f = get_map_iter(d, &obj)
 * 		d = <object>obj
 * 		Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 		pos = 0
 * 		while f(d, &pos, &pkey, &pval):
*/
    Py_DECREF(__pyx_v_d);

    /* "humpy_cytoolz/dicttoolz.pyx":167
 * 		d = <object>obj
 * 		Py_DECREF(d)
 * 		pos = 0             # <<<<<<<<<<<<<<
 * 		while f(d, &pos, &pkey, &pval):
 * 			obj = PyDict_GetItem(result, <object>pkey)
*/
    __pyx_v_pos = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":168
 * 		Py_DECREF(d)
 * 		pos = 0
 * 		while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 			obj = PyDict_GetItem(result, <object>pkey)
 * 			if obj is NULL:
*/
    while (1) {
      __pyx_t_8 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_8 == ((int)-1))) __PYX_ERR(0, 168, __pyx_L1_error)
      __pyx_t_9 = (__pyx_t_8 != 0);
      if (!__pyx_t_9) break;

      /* "humpy_cytoolz/dicttoolz.pyx":169
 * 		pos = 0
 * 		while f(d, &pos, &pkey, &pval):
 * 			obj = PyDict_GetItem(result, <object>pkey)             # <<<<<<<<<<<<<<
 * 			if obj is NULL:
 * 				seq = PyList_New(0)
*/
      __pyx_v_obj = PyDict_GetItem(__pyx_v_result, ((PyObject *)__pyx_v_pkey));

      /* "humpy_cytoolz/dicttoolz.pyx":170
 * 		while f(d, &pos, &pkey, &pval):
 * 			obj = PyDict_GetItem(result, <object>pkey)
 * 			if obj is NULL:             # <<<<<<<<<<<<<<
 * 				seq = PyList_New(0)
 * 				PyList_Append(seq, <object>pval)
*/
      __pyx_t_9 = (__pyx_v_obj == NULL);
      if (__pyx_t_9) {

        /* "humpy_cytoolz/dicttoolz.pyx":171
 * 			obj = PyDict_GetItem(result, <object>pkey)
 * 			if obj is NULL:
 * 				seq = PyList_New(0)             # <<<<<<<<<<<<<<
 * 				PyList_Append(seq, <object>pval)
 * 				PyDict_SetItem(result, <object>pkey, seq)
*/
        __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 171, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_XDECREF_SET(__pyx_v_seq, ((PyObject*)__pyx_t_3));
        __pyx_t_3 = 0;

        /* "humpy_cytoolz/dicttoolz.pyx":172
 * 			if obj is NULL:
 * 				seq = PyList_New(0)
 * 				PyList_Append(seq, <object>pval)             # <<<<<<<<<<<<<<
 * 				PyDict_SetItem(result, <object>pkey, seq)
 * 			else:
*/
        __pyx_t_8 = PyList_Append(__pyx_v_seq, ((PyObject *)__pyx_v_pval)); if (unlikely(__pyx_t_8 == ((int)-1))) __PYX_ERR(0, 172, __pyx_L1_error)

        /* "humpy_cytoolz/dicttoolz.pyx":173
 * 				seq = PyList_New(0)
 * 				PyList_Append(seq, <object>pval)
 * 				PyDict_SetItem(result, <object>pkey, seq)             # <<<<<<<<<<<<<<
 * 			else:
 * 				PyList_Append(<object>obj, <object>pval)
*/
        __pyx_t_8 = PyDict_SetItem(__pyx_v_result, ((PyObject *)__pyx_v_pkey), __pyx_v_seq); if (unlikely(__pyx_t_8 == ((int)-1))) __PYX_ERR(0, 173, __pyx_L1_error)

        /* "humpy_cytoolz/dicttoolz.pyx":170
 * 		while f(d, &pos, &pkey, &pval):
 * 			obj = PyDict_GetItem(result, <object>pkey)
 * 			if obj is NULL:             # <<<<<<<<<<<<<<
 * 				seq = PyList_New(0)
 * 				PyList_Append(seq, <object>pval)
*/
        goto __pyx_L7;
      }

      /* "humpy_cytoolz/dicttoolz.pyx":175
 * 				PyDict_SetItem(result, <object>pkey, seq)
 * 			else:
 * 				PyList_Append(<object>obj, <object>pval)             # <<<<<<<<<<<<<<
 * 
 * 	f = get_map_iter(result, &obj)
*/
      /*else*/ {
        __pyx_t_8 = PyList_Append(((PyObject *)__pyx_v_obj), ((PyObject *)__pyx_v_pval)); if (unlikely(__pyx_t_8 == ((int)-1))) __PYX_ERR(0, 175, __pyx_L1_error)
      }
      __pyx_L7:;
    }

    /* "humpy_cytoolz/dicttoolz.pyx":163
 * 	result = PyDict_New()
 * 	rv = factory()
 * 	for d in dicts:             # <<<<<<<<<<<<<<
 * 		f = get_map_iter(d, &obj)
 * 		d = <object>obj
*/
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":177
 * 				PyList_Append(<object>obj, <object>pval)
 * 
 * 	f = get_map_iter(result, &obj)             # <<<<<<<<<<<<<<
 * 	d = <object>obj
 * 	Py_DECREF(d)
*/
  __pyx_t_7 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_result, (&__pyx_v_obj)); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(0, 177, __pyx_L1_error)
  __pyx_v_f = __pyx_t_7;

  /* "humpy_cytoolz/dicttoolz.pyx":178
 * 
 * 	f = get_map_iter(result, &obj)
 * 	d = <object>obj             # <<<<<<<<<<<<<<
 * 	Py_DECREF(d)
 * 	pos = 0
*/
  __pyx_t_1 = ((PyObject *)__pyx_v_obj);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_XDECREF_SET(__pyx_v_d, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":179
 * 	f = get_map_iter(result, &obj)
 * 	d = <object>obj
 * 	Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 	pos = 0
 * 	while f(d, &pos, &pkey, &pval):
*/
  Py_DECREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":180
 * 	d = <object>obj
 * 	Py_DECREF(d)
 * 	pos = 0             # <<<<<<<<<<<<<<
 * 	while f(d, &pos, &pkey, &pval):
 * 		PyObject_SetItem(rv, <object>pkey, func(<object>pval))
*/
  __pyx_v_pos = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":181
 * 	Py_DECREF(d)
 * 	pos = 0
 * 	while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 		PyObject_SetItem(rv, <object>pkey, func(<object>pval))
 * 	return rv
*/
  while (1) {
    __pyx_t_8 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_8 == ((int)-1))) __PYX_ERR(0, 181, __pyx_L1_error)
    __pyx_t_9 = (__pyx_t_8 != 0);
    if (!__pyx_t_9) break;

    /* "humpy_cytoolz/dicttoolz.pyx":182
 * 	pos = 0
 * 	while f(d, &pos, &pkey, &pval):
 * 		PyObject_SetItem(rv, <object>pkey, func(<object>pval))             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
    __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_func);
    __pyx_t_2 = __pyx_v_func; 
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      assert(__pyx_t_3);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_2, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, ((PyObject *)__pyx_v_pval)};
      __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_2, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 182, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    __pyx_t_8 = PyObject_SetItem(__pyx_v_rv, ((PyObject *)__pyx_v_pkey), __pyx_t_1); if (unlikely(__pyx_t_8 == ((int)-1))) __PYX_ERR(0, 182, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":183
 * 	while f(d, &pos, &pkey, &pval):
 * 		PyObject_SetItem(rv, <object>pkey, func(<object>pval))
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * def merge_with(func, *dicts, factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":150
 * 	return c_merge(dicts, factory)
 * 
 * cdef object c_merge_with(object func, object dicts, object factory=dict):             # <<<<<<<<<<<<<<
 * 	cdef:
 * 		dict result
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.c_merge_with", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XDECREF(__pyx_v_seq);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":185
 * 	return rv
 * 
 * def merge_with(func, *dicts, factory=dict):             # <<<<<<<<<<<<<<
 * 	"""\
 * merge_with(func: collections.abc.Callable[[list[V]], V], *dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
*/

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_28__defaults__(CYTHON_UNUSED PyObject *__pyx_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__defaults__", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 185, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_mstate_global->__pyx_n_u_factory, __Pyx_CyFunction_Defaults(struct __pyx_defaults, __pyx_self)->arg0) < (0)) __PYX_ERR(0, 185, __pyx_L1_error)
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 185, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 0, Py_None) != (0)) __PYX_ERR(0, 185, __pyx_L1_error);
  __Pyx_GIVEREF(__pyx_t_1);
  if (__Pyx_PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_1) != (0)) __PYX_ERR(0, 185, __pyx_L1_error);
  __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.__defaults__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_3merge_with(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_2merge_with, "merge_with(func, *dicts, factory=dict)\n\nmerge_with(func: collections.abc.Callable[[list[V]], V], *dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nMerge dictionaries and apply a `Callable` to combined values.\n\n(AI generated docstring)\n\nYou can use `merge_with` to combine two or more `Mapping`[1] objects and resolve key conflicts\nby applying `func` to a `list` of all values associated with each key. For each key that\nappears in one or more elements of `dicts`, `merge_with` collects all associated values into a\n`list` in the order they appear across `dicts`, then calls `func` with that `list` to produce\nthe value in the result. You can also pass a single `Iterable[Mapping[K, V]]` as the sole\npositional argument after `func`.\n\nParameters\n----------\nfunc : Callable[[list[V]], V]\n        `Callable` applied to the `list` of values associated with each key across all `Mapping`\n        objects in `dicts`. `func` receives a non-empty `list` and must return the merged value for\n        that key.\n*dicts : Mapping[K, V]\n        `Mapping` objects to merge. Alternatively, pass a single `Iterable[Mapping[K, V]]` as the\n        sole positional argument after `func`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingMerged : MutableMapping[K, V]\n        New `MutableMapping` created by `factory` where each key maps to the result of calling\n        `func` with all values associated with that key across `dicts`.\n\nSee Also\n--------\nmerge : Merge a collection of `Mapping` objects into a new `Mapping`.\n\nExamples\n--------\n>>> merge_with(sum, {1: 1, 2: 2}, {1: 10, 2: 20})\n{1: 11, 2: 22}\n\n>>> merge_with(first, {1: 1, 2: 2}, {2: 20, 3: 30})  # doctest: +SKIP\n{1: 1, 2: 2, 3: 30}\n\nReferences\n----------\n[1] Python `collections.abc` module\n    ""    https://docs.python.org/3/library/collections.abc.html\n        ");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_3merge_with = {"merge_with", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_3merge_with, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_2merge_with};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_3merge_with(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_factory = 0;
  PyObject *__pyx_v_dicts = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[2] = {0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("merge_with (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  __pyx_v_dicts = __Pyx_ArgsSlice_FASTCALL(__pyx_args, 1, __pyx_nargs);
  if (unlikely(!__pyx_v_dicts)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_v_dicts);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_func,&__pyx_mstate_global->__pyx_n_u_factory,0};
    struct __pyx_defaults *__pyx_dynamic_args = __Pyx_CyFunction_Defaults(struct __pyx_defaults, __pyx_self);
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 185, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        default:
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 185, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      const Py_ssize_t used_pos_args = (kwd_pos_args < 1) ? kwd_pos_args : 1;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, used_pos_args, __pyx_kwds_len, "merge_with", 0) < (0)) __PYX_ERR(0, 185, __pyx_L3_error)
      if (!values[1]) values[1] = __Pyx_NewRef(__pyx_dynamic_args->arg0);
      for (Py_ssize_t i = __pyx_nargs; i < 1; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("merge_with", 0, 1, 1, i); __PYX_ERR(0, 185, __pyx_L3_error) }
      }
    } else if (unlikely(__pyx_nargs < 1)) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
      if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 185, __pyx_L3_error)
      if (!values[1]) values[1] = __Pyx_NewRef(__pyx_dynamic_args->arg0);
    }
    __pyx_v_func = values[0];
    __pyx_v_factory = values[1];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("merge_with", 0, 1, 1, __pyx_nargs); __PYX_ERR(0, 185, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_DECREF(__pyx_v_dicts); __pyx_v_dicts = 0;
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.merge_with", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_2merge_with(__pyx_self, __pyx_v_func, __pyx_v_factory, __pyx_v_dicts);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_DECREF(__pyx_v_dicts);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_2merge_with(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_factory, PyObject *__pyx_v_dicts) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge_with __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("merge_with", 0);
  __Pyx_INCREF(__pyx_v_dicts);

  /* "humpy_cytoolz/dicttoolz.pyx":235
 * 	https://docs.python.org/3/library/collections.abc.html
 * 	"""
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):             # <<<<<<<<<<<<<<
 * 		dicts = dicts[0]
 * 	return c_merge_with(func, dicts, factory)
*/
  __pyx_t_2 = PyObject_Length(__pyx_v_dicts); if (unlikely(__pyx_t_2 == ((Py_ssize_t)-1))) __PYX_ERR(0, 235, __pyx_L1_error)
  __pyx_t_3 = (__pyx_t_2 == 1);
  if (__pyx_t_3) {
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_4 = __Pyx_GetItemInt(__pyx_v_dicts, 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_FunctionArgument); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __pyx_v_13humpy_cytoolz_9dicttoolz_Mapping;
  __Pyx_INCREF(__pyx_t_5);
  __pyx_t_3 = PyObject_IsInstance(__pyx_t_4, __pyx_t_5); if (unlikely(__pyx_t_3 == ((int)-1))) __PYX_ERR(0, 235, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = (!__pyx_t_3);
  __pyx_t_1 = __pyx_t_6;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "humpy_cytoolz/dicttoolz.pyx":236
 * 	"""
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):
 * 		dicts = dicts[0]             # <<<<<<<<<<<<<<
 * 	return c_merge_with(func, dicts, factory)
 * 
*/
    __pyx_t_5 = __Pyx_GetItemInt_Tuple(__pyx_v_dicts, 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_FunctionArgument); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 236, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF_SET(__pyx_v_dicts, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":235
 * 	https://docs.python.org/3/library/collections.abc.html
 * 	"""
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):             # <<<<<<<<<<<<<<
 * 		dicts = dicts[0]
 * 	return c_merge_with(func, dicts, factory)
*/
  }

  /* "humpy_cytoolz/dicttoolz.pyx":237
 * 	if len(dicts) == 1 and not isinstance(dicts[0], Mapping):
 * 		dicts = dicts[0]
 * 	return c_merge_with(func, dicts, factory)             # <<<<<<<<<<<<<<
 * 
 * cpdef object valmap(object func, object d, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_7.__pyx_n = 1;
  __pyx_t_7.factory = __pyx_v_factory;
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_c_merge_with(__pyx_v_func, __pyx_v_dicts, &__pyx_t_7); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 237, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":185
 * 	return rv
 * 
 * def merge_with(func, *dicts, factory=dict):             # <<<<<<<<<<<<<<
 * 	"""\
 * merge_with(func: collections.abc.Callable[[list[V]], V], *dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.merge_with", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_dicts);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":239
 * 	return c_merge_with(func, dicts, factory)
 * 
 * cpdef object valmap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""valmap(func: collections.abc.Callable[[V], W], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, W]] = dict) -> collections.abc.MutableMapping[K, W]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_5valmap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_valmap(PyObject *__pyx_v_func, PyObject *__pyx_v_d, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valmap *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__3;
  PyObject *__pyx_v_rv = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_f;
  PyObject *__pyx_v_obj;
  PyObject *__pyx_v_pkey;
  PyObject *__pyx_v_pval;
  Py_ssize_t __pyx_v_pos;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("valmap", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }
  __Pyx_INCREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":286
 * 		PyObject *pkey
 * 		PyObject *pval
 * 		Py_ssize_t pos = 0             # <<<<<<<<<<<<<<
 * 
 * 	rv = factory()
*/
  __pyx_v_pos = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":288
 * 		Py_ssize_t pos = 0
 * 
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 288, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":289
 * 
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)             # <<<<<<<<<<<<<<
 * 	d = <object>obj
 * 	Py_DECREF(d)
*/
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_d, (&__pyx_v_obj)); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 289, __pyx_L1_error)
  __pyx_v_f = __pyx_t_5;

  /* "humpy_cytoolz/dicttoolz.pyx":290
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj             # <<<<<<<<<<<<<<
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
*/
  __pyx_t_1 = ((PyObject *)__pyx_v_obj);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":291
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
 * 	Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 	while f(d, &pos, &pkey, &pval):
 * 		rv[<object>pkey] = func(<object>pval)
*/
  Py_DECREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":292
 * 	d = <object>obj
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 		rv[<object>pkey] = func(<object>pval)
 * 	return rv
*/
  while (1) {
    __pyx_t_6 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 292, __pyx_L1_error)
    __pyx_t_7 = (__pyx_t_6 != 0);
    if (!__pyx_t_7) break;

    /* "humpy_cytoolz/dicttoolz.pyx":293
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		rv[<object>pkey] = func(<object>pval)             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
    __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_func);
    __pyx_t_2 = __pyx_v_func; 
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      assert(__pyx_t_3);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_2, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, ((PyObject *)__pyx_v_pval)};
      __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_2, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 293, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    if (unlikely((PyObject_SetItem(__pyx_v_rv, ((PyObject *)__pyx_v_pkey), __pyx_t_1) < 0))) __PYX_ERR(0, 293, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":294
 * 	while f(d, &pos, &pkey, &pval):
 * 		rv[<object>pkey] = func(<object>pval)
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cpdef object keymap(object func, object d, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":239
 * 	return c_merge_with(func, dicts, factory)
 * 
 * cpdef object valmap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""valmap(func: collections.abc.Callable[[V], W], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, W]] = dict) -> collections.abc.MutableMapping[K, W]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.valmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_5valmap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_4valmap, "valmap(func, d, factory=dict)\n\nvalmap(func: collections.abc.Callable[[V], W], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, W]] = dict) -> collections.abc.MutableMapping[K, W]\n\nApply `func` to all values of `d` and return a new `Mapping` with the transformed values.\n\n(AI generated docstring)\n\nYou can use `valmap` to transform all values in `d` without changing `d`. `valmap` applies\n`func` to each value yielded by `d.values()` and builds a new `MutableMapping`[1] created\nby `factory`, preserving each original key associated with its transformed value.\n\nParameters\n----------\nfunc : Callable[[V], W]\n        `Callable` applied to each value of `d`. Each value of `d` is passed to `func`\n        individually, and `func` returns the corresponding transformed value.\nd : Mapping[K, V]\n        Source `Mapping`[1]. `valmap` reads all values from `d` and does not change `d`.\nfactory : Callable[[], MutableMapping[K, W]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingTransformed : MutableMapping[K, W]\n        New `MutableMapping` created by `factory` in which each key from `d` is associated\n        with the result of applying `func` to the corresponding value of `d`.\n\nSee Also\n--------\nkeymap : Apply a `Callable` to all keys of a `Mapping` and return a new `Mapping`.\nitemmap : Apply a `Callable` to all items of a `Mapping` and return a new `Mapping`.\n\n>>> bills = {\"Alice\": [20, 15, 30], \"Bob\": [10, 35]}\n>>> valmap(sum, bills)  # doctest: +SKIP\n{'Alice': 65, 'Bob': 45}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_5valmap = {"valmap", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_5valmap, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_4valmap};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_5valmap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[3] = {0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("valmap (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_func,&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 239, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 239, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 239, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 239, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "valmap", 0) < (0)) __PYX_ERR(0, 239, __pyx_L3_error)
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__3);
      for (Py_ssize_t i = __pyx_nargs; i < 2; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("valmap", 0, 2, 3, i); __PYX_ERR(0, 239, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 239, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 239, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 239, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__3);
    }
    __pyx_v_func = values[0];
    __pyx_v_d = values[1];
    __pyx_v_factory = values[2];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("valmap", 0, 2, 3, __pyx_nargs); __PYX_ERR(0, 239, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.valmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_4valmap(__pyx_self, __pyx_v_func, __pyx_v_d, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_4valmap(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_d, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valmap __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("valmap", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_valmap(__pyx_v_func, __pyx_v_d, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 239, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.valmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":296
 * 	return rv
 * 
 * cpdef object keymap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""keymap(func: collections.abc.Callable[[K], L], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, V]] = dict) -> collections.abc.MutableMapping[L, V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_7keymap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_keymap(PyObject *__pyx_v_func, PyObject *__pyx_v_d, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keymap *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__4;
  PyObject *__pyx_v_rv = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_f;
  PyObject *__pyx_v_obj;
  PyObject *__pyx_v_pkey;
  PyObject *__pyx_v_pval;
  Py_ssize_t __pyx_v_pos;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("keymap", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }
  __Pyx_INCREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":343
 * 		PyObject *pkey
 * 		PyObject *pval
 * 		Py_ssize_t pos = 0             # <<<<<<<<<<<<<<
 * 
 * 	rv = factory()
*/
  __pyx_v_pos = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":345
 * 		Py_ssize_t pos = 0
 * 
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 345, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":346
 * 
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)             # <<<<<<<<<<<<<<
 * 	d = <object>obj
 * 	Py_DECREF(d)
*/
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_d, (&__pyx_v_obj)); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 346, __pyx_L1_error)
  __pyx_v_f = __pyx_t_5;

  /* "humpy_cytoolz/dicttoolz.pyx":347
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj             # <<<<<<<<<<<<<<
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
*/
  __pyx_t_1 = ((PyObject *)__pyx_v_obj);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":348
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
 * 	Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 	while f(d, &pos, &pkey, &pval):
 * 		rv[func(<object>pkey)] = <object>pval
*/
  Py_DECREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":349
 * 	d = <object>obj
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 		rv[func(<object>pkey)] = <object>pval
 * 	return rv
*/
  while (1) {
    __pyx_t_6 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 349, __pyx_L1_error)
    __pyx_t_7 = (__pyx_t_6 != 0);
    if (!__pyx_t_7) break;

    /* "humpy_cytoolz/dicttoolz.pyx":350
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		rv[func(<object>pkey)] = <object>pval             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
    __pyx_t_1 = ((PyObject *)__pyx_v_pval);
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_2 = NULL;
    __Pyx_INCREF(__pyx_v_func);
    __pyx_t_8 = __pyx_v_func; 
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_8);
      assert(__pyx_t_2);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_8);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_8, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_2, ((PyObject *)__pyx_v_pkey)};
      __pyx_t_3 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_8, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 350, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
    }
    if (unlikely((PyObject_SetItem(__pyx_v_rv, __pyx_t_3, __pyx_t_1) < 0))) __PYX_ERR(0, 350, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":351
 * 	while f(d, &pos, &pkey, &pval):
 * 		rv[func(<object>pkey)] = <object>pval
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cpdef object itemmap(object func, object d, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":296
 * 	return rv
 * 
 * cpdef object keymap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""keymap(func: collections.abc.Callable[[K], L], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, V]] = dict) -> collections.abc.MutableMapping[L, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.keymap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_7keymap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_6keymap, "keymap(func, d, factory=dict)\n\nkeymap(func: collections.abc.Callable[[K], L], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, V]] = dict) -> collections.abc.MutableMapping[L, V]\n\nApply `func` to all keys of `d` and return a new `Mapping` with the transformed keys.\n\n(AI generated docstring)\n\nYou can use `keymap` to transform all keys in `d` without changing `d`. `keymap` applies\n`func` to each key yielded by `d.keys()` and builds a new `MutableMapping`[1] created by\n`factory`, associating each transformed key with the corresponding original value of `d`.\n\nParameters\n----------\nfunc : Callable[[K], L]\n        `Callable` applied to each key of `d`. Each key of `d` is passed to `func`\n        individually, and `func` returns the corresponding transformed key.\nd : Mapping[K, V]\n        Source `Mapping`[1]. `keymap` reads all keys from `d` and does not change `d`.\nfactory : Callable[[], MutableMapping[L, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingTransformed : MutableMapping[L, V]\n        New `MutableMapping` created by `factory` in which each key from `d` is replaced by\n        the result of applying `func` to that key, associated with the original value of `d`.\n\nSee Also\n--------\nvalmap : Apply a `Callable` to all values of a `Mapping` and return a new `Mapping`.\nitemmap : Apply a `Callable` to all items of a `Mapping` and return a new `Mapping`.\n\n>>> bills = {\"Alice\": [20, 15, 30], \"Bob\": [10, 35]}\n>>> keymap(str.lower, bills)  # doctest: +SKIP\n{'alice': [20, 15, 30], 'bob': [10, 35]}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_7keymap = {"keymap", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_7keymap, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_6keymap};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_7keymap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[3] = {0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("keymap (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_func,&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 296, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 296, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 296, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 296, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "keymap", 0) < (0)) __PYX_ERR(0, 296, __pyx_L3_error)
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__4);
      for (Py_ssize_t i = __pyx_nargs; i < 2; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("keymap", 0, 2, 3, i); __PYX_ERR(0, 296, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 296, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 296, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 296, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__4);
    }
    __pyx_v_func = values[0];
    __pyx_v_d = values[1];
    __pyx_v_factory = values[2];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("keymap", 0, 2, 3, __pyx_nargs); __PYX_ERR(0, 296, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.keymap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_6keymap(__pyx_self, __pyx_v_func, __pyx_v_d, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_6keymap(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_d, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keymap __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("keymap", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_keymap(__pyx_v_func, __pyx_v_d, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 296, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.keymap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":353
 * 	return rv
 * 
 * cpdef object itemmap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""itemmap(func: collections.abc.Callable[[tuple[K, V]], tuple[L, W]], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, W]] = dict) -> collections.abc.MutableMapping[L, W]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_9itemmap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_itemmap(PyObject *__pyx_v_func, PyObject *__pyx_v_d, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemmap *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__5;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_v_k = 0;
  PyObject *__pyx_v_v = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_f;
  PyObject *__pyx_v_obj;
  PyObject *__pyx_v_pkey;
  PyObject *__pyx_v_pval;
  Py_ssize_t __pyx_v_pos;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *(*__pyx_t_9)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("itemmap", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }
  __Pyx_INCREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":402
 * 		PyObject *pkey
 * 		PyObject *pval
 * 		Py_ssize_t pos = 0             # <<<<<<<<<<<<<<
 * 
 * 	rv = factory()
*/
  __pyx_v_pos = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":404
 * 		Py_ssize_t pos = 0
 * 
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 404, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":405
 * 
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)             # <<<<<<<<<<<<<<
 * 	d = <object>obj
 * 	Py_DECREF(d)
*/
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_d, (&__pyx_v_obj)); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 405, __pyx_L1_error)
  __pyx_v_f = __pyx_t_5;

  /* "humpy_cytoolz/dicttoolz.pyx":406
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj             # <<<<<<<<<<<<<<
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
*/
  __pyx_t_1 = ((PyObject *)__pyx_v_obj);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":407
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
 * 	Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 	while f(d, &pos, &pkey, &pval):
 * 		k, v = func((<object>pkey, <object>pval))
*/
  Py_DECREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":408
 * 	d = <object>obj
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 		k, v = func((<object>pkey, <object>pval))
 * 		rv[k] = v
*/
  while (1) {
    __pyx_t_6 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 408, __pyx_L1_error)
    __pyx_t_7 = (__pyx_t_6 != 0);
    if (!__pyx_t_7) break;

    /* "humpy_cytoolz/dicttoolz.pyx":409
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		k, v = func((<object>pkey, <object>pval))             # <<<<<<<<<<<<<<
 * 		rv[k] = v
 * 	return rv
*/
    __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_func);
    __pyx_t_2 = __pyx_v_func; 
    __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 409, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(((PyObject *)__pyx_v_pkey));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_pkey));
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_v_pkey)) != (0)) __PYX_ERR(0, 409, __pyx_L1_error);
    __Pyx_INCREF(((PyObject *)__pyx_v_pval));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_pval));
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_8, 1, ((PyObject *)__pyx_v_pval)) != (0)) __PYX_ERR(0, 409, __pyx_L1_error);
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      assert(__pyx_t_3);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_2, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_t_8};
      __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_2, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 409, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
      PyObject* sequence = __pyx_t_1;
      Py_ssize_t size = __Pyx_PySequence_SIZE(sequence);
      if (unlikely(size != 2)) {
        if (size > 2) __Pyx_RaiseTooManyValuesError(2);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        __PYX_ERR(0, 409, __pyx_L1_error)
      }
      #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0);
        __Pyx_INCREF(__pyx_t_2);
        __pyx_t_8 = PyTuple_GET_ITEM(sequence, 1);
        __Pyx_INCREF(__pyx_t_8);
      } else {
        __pyx_t_2 = __Pyx_PyList_GetItemRefFast(sequence, 0, __Pyx_ReferenceSharing_SharedReference);
        if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 409, __pyx_L1_error)
        __Pyx_XGOTREF(__pyx_t_2);
        __pyx_t_8 = __Pyx_PyList_GetItemRefFast(sequence, 1, __Pyx_ReferenceSharing_SharedReference);
        if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 409, __pyx_L1_error)
        __Pyx_XGOTREF(__pyx_t_8);
      }
      #else
      __pyx_t_2 = __Pyx_PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 409, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_8 = __Pyx_PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 409, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_8);
      #endif
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_3 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 409, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_9 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_3);
      index = 0; __pyx_t_2 = __pyx_t_9(__pyx_t_3); if (unlikely(!__pyx_t_2)) goto __pyx_L5_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_2);
      index = 1; __pyx_t_8 = __pyx_t_9(__pyx_t_3); if (unlikely(!__pyx_t_8)) goto __pyx_L5_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_8);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_9(__pyx_t_3), 2) < (0)) __PYX_ERR(0, 409, __pyx_L1_error)
      __pyx_t_9 = NULL;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      goto __pyx_L6_unpacking_done;
      __pyx_L5_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_9 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      __PYX_ERR(0, 409, __pyx_L1_error)
      __pyx_L6_unpacking_done:;
    }
    __Pyx_XDECREF_SET(__pyx_v_k, __pyx_t_2);
    __pyx_t_2 = 0;
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":410
 * 	while f(d, &pos, &pkey, &pval):
 * 		k, v = func((<object>pkey, <object>pval))
 * 		rv[k] = v             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
    if (unlikely((PyObject_SetItem(__pyx_v_rv, __pyx_v_k, __pyx_v_v) < 0))) __PYX_ERR(0, 410, __pyx_L1_error)
  }

  /* "humpy_cytoolz/dicttoolz.pyx":411
 * 		k, v = func((<object>pkey, <object>pval))
 * 		rv[k] = v
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cpdef object valfilter(object predicate, object d, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":353
 * 	return rv
 * 
 * cpdef object itemmap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""itemmap(func: collections.abc.Callable[[tuple[K, V]], tuple[L, W]], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, W]] = dict) -> collections.abc.MutableMapping[L, W]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.itemmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_k);
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_9itemmap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_8itemmap, "itemmap(func, d, factory=dict)\n\nitemmap(func: collections.abc.Callable[[tuple[K, V]], tuple[L, W]], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, W]] = dict) -> collections.abc.MutableMapping[L, W]\n\nApply `func` to all items of `d` and return a new `Mapping` with the transformed items.\n\n(AI generated docstring)\n\nYou can use `itemmap` to transform all keys and values in `d` simultaneously without\nchanging `d`. `itemmap` applies `func` to each item yielded by `d.items()`. Each item\nis passed to `func` as a `tuple[K, V]`, and `func` must return a `tuple[L, W]`. `itemmap`\ninserts each returned `tuple` as a new key-value pair in a `MutableMapping`[1] created\nby `factory`.\n\nParameters\n----------\nfunc : Callable[[tuple[K, V]], tuple[L, W]]\n        `Callable` applied to each item of `d`. Each item of `d` is passed to `func` as a\n        `tuple[K, V]`, and `func` must return a `tuple[L, W]` containing the new key and value.\nd : Mapping[K, V]\n        Source `Mapping`[1]. `itemmap` reads all items from `d` and does not change `d`.\nfactory : Callable[[], MutableMapping[L, W]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingTransformed : MutableMapping[L, W]\n        New `MutableMapping` created by `factory` populated with each `tuple[L, W]` returned\n        by `func`.\n\nSee Also\n--------\nkeymap : Apply a `Callable` to all keys of a `Mapping` and return a new `Mapping`.\nvalmap : Apply a `Callable` to all values of a `Mapping` and return a new `Mapping`.\n\n>>> accountids = {\"Alice\": 10, \"Bob\": 20}\n>>> itemmap(reversed, accountids)  # doctest: +SKIP\n{10: \"Alice\", 20: \"Bob\"}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_9itemmap = {"itemmap", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_9itemmap, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_8itemmap};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_9itemmap(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[3] = {0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("itemmap (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_func,&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 353, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 353, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 353, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 353, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "itemmap", 0) < (0)) __PYX_ERR(0, 353, __pyx_L3_error)
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__5);
      for (Py_ssize_t i = __pyx_nargs; i < 2; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("itemmap", 0, 2, 3, i); __PYX_ERR(0, 353, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 353, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 353, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 353, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__5);
    }
    __pyx_v_func = values[0];
    __pyx_v_d = values[1];
    __pyx_v_factory = values[2];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("itemmap", 0, 2, 3, __pyx_nargs); __PYX_ERR(0, 353, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.itemmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_8itemmap(__pyx_self, __pyx_v_func, __pyx_v_d, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_8itemmap(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_d, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemmap __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("itemmap", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_itemmap(__pyx_v_func, __pyx_v_d, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 353, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.itemmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":413
 * 	return rv
 * 
 * cpdef object valfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""valfilter(predicate: collections.abc.Callable[[V], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_11valfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_valfilter(PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valfilter *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__6;
  PyObject *__pyx_v_rv = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_f;
  PyObject *__pyx_v_obj;
  PyObject *__pyx_v_pkey;
  PyObject *__pyx_v_pval;
  Py_ssize_t __pyx_v_pos;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("valfilter", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }
  __Pyx_INCREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":463
 * 		PyObject *pkey
 * 		PyObject *pval
 * 		Py_ssize_t pos = 0             # <<<<<<<<<<<<<<
 * 
 * 	rv = factory()
*/
  __pyx_v_pos = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":465
 * 		Py_ssize_t pos = 0
 * 
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 465, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":466
 * 
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)             # <<<<<<<<<<<<<<
 * 	d = <object>obj
 * 	Py_DECREF(d)
*/
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_d, (&__pyx_v_obj)); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 466, __pyx_L1_error)
  __pyx_v_f = __pyx_t_5;

  /* "humpy_cytoolz/dicttoolz.pyx":467
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj             # <<<<<<<<<<<<<<
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
*/
  __pyx_t_1 = ((PyObject *)__pyx_v_obj);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":468
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
 * 	Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pval):
*/
  Py_DECREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":469
 * 	d = <object>obj
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 		if predicate(<object>pval):
 * 			rv[<object>pkey] = <object>pval
*/
  while (1) {
    __pyx_t_6 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 469, __pyx_L1_error)
    __pyx_t_7 = (__pyx_t_6 != 0);
    if (!__pyx_t_7) break;

    /* "humpy_cytoolz/dicttoolz.pyx":470
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pval):             # <<<<<<<<<<<<<<
 * 			rv[<object>pkey] = <object>pval
 * 	return rv
*/
    __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_predicate);
    __pyx_t_2 = __pyx_v_predicate; 
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      assert(__pyx_t_3);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_2, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, ((PyObject *)__pyx_v_pval)};
      __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_2, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 470, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely((__pyx_t_7 < 0))) __PYX_ERR(0, 470, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_7) {

      /* "humpy_cytoolz/dicttoolz.pyx":471
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pval):
 * 			rv[<object>pkey] = <object>pval             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
      __pyx_t_1 = ((PyObject *)__pyx_v_pval);
      __Pyx_INCREF(__pyx_t_1);
      if (unlikely((PyObject_SetItem(__pyx_v_rv, ((PyObject *)__pyx_v_pkey), __pyx_t_1) < 0))) __PYX_ERR(0, 471, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":470
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pval):             # <<<<<<<<<<<<<<
 * 			rv[<object>pkey] = <object>pval
 * 	return rv
*/
    }
  }

  /* "humpy_cytoolz/dicttoolz.pyx":472
 * 		if predicate(<object>pval):
 * 			rv[<object>pkey] = <object>pval
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cpdef object keyfilter(object predicate, object d, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":413
 * 	return rv
 * 
 * cpdef object valfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""valfilter(predicate: collections.abc.Callable[[V], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.valfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_11valfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_10valfilter, "valfilter(predicate, d, factory=dict)\n\nvalfilter(predicate: collections.abc.Callable[[V], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nRetain only items from `d` whose values satisfy `predicate` and return a new `Mapping`.\n\n(AI generated docstring)\n\nYou can use `valfilter` to select items from `d` (***d***ictionary) by their values. `valfilter`\ncalls `predicate` with each value yielded by `d.values()`. `valfilter` inserts each item whose\nvalue causes `predicate` to return `True` into a new `MutableMapping`[1] created by `factory`.\n`valfilter` does not change `d`.\n\nParameters\n----------\npredicate : Callable[[V], bool]\n        `Callable` applied to each value of `d`. `valfilter` keeps each item for which `predicate`\n        returns `True`.\nd : Mapping[K, V]\n        Source `Mapping`[1]. `valfilter` reads all items from `d` and does not change `d`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingFiltered : MutableMapping[K, V]\n        New `MutableMapping` created by `factory` containing only items from `d` whose values\n        cause `predicate` to return `True`.\n\nSee Also\n--------\nkeyfilter : Retain only items from `d` whose keys satisfy `predicate` and return a new `Mapping`.\nitemfilter : Retain only items from `d` whose key-value pairs satisfy `predicate` and return a new `Mapping`.\nvalmap : Apply a `Callable` to all values of a `Mapping` and return a new `Mapping`.\n\n>>> iseven = lambda x: x % 2 == 0\n>>> d = {1: 2, 2: 3, 3: 4, 4: 5}\n>>> valfilter(iseven, d)\n{1: 2, 3: 4}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_11valfilter = {"valfilter", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_11valfilter, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_10valfilter};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_11valfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_predicate = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[3] = {0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("valfilter (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_predicate,&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 413, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 413, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 413, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 413, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "valfilter", 0) < (0)) __PYX_ERR(0, 413, __pyx_L3_error)
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__6);
      for (Py_ssize_t i = __pyx_nargs; i < 2; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("valfilter", 0, 2, 3, i); __PYX_ERR(0, 413, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 413, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 413, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 413, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__6);
    }
    __pyx_v_predicate = values[0];
    __pyx_v_d = values[1];
    __pyx_v_factory = values[2];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("valfilter", 0, 2, 3, __pyx_nargs); __PYX_ERR(0, 413, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.valfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_10valfilter(__pyx_self, __pyx_v_predicate, __pyx_v_d, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_10valfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valfilter __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("valfilter", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_valfilter(__pyx_v_predicate, __pyx_v_d, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 413, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.valfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":474
 * 	return rv
 * 
 * cpdef object keyfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""keyfilter(predicate: collections.abc.Callable[[K], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13keyfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_keyfilter(PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keyfilter *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__7;
  PyObject *__pyx_v_rv = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_f;
  PyObject *__pyx_v_obj;
  PyObject *__pyx_v_pkey;
  PyObject *__pyx_v_pval;
  Py_ssize_t __pyx_v_pos;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("keyfilter", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }
  __Pyx_INCREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":524
 * 		PyObject *pkey
 * 		PyObject *pval
 * 		Py_ssize_t pos = 0             # <<<<<<<<<<<<<<
 * 
 * 	rv = factory()
*/
  __pyx_v_pos = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":526
 * 		Py_ssize_t pos = 0
 * 
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 526, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":527
 * 
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)             # <<<<<<<<<<<<<<
 * 	d = <object>obj
 * 	Py_DECREF(d)
*/
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_d, (&__pyx_v_obj)); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 527, __pyx_L1_error)
  __pyx_v_f = __pyx_t_5;

  /* "humpy_cytoolz/dicttoolz.pyx":528
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj             # <<<<<<<<<<<<<<
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
*/
  __pyx_t_1 = ((PyObject *)__pyx_v_obj);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":529
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
 * 	Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pkey):
*/
  Py_DECREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":530
 * 	d = <object>obj
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 		if predicate(<object>pkey):
 * 			rv[<object>pkey] = <object>pval
*/
  while (1) {
    __pyx_t_6 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 530, __pyx_L1_error)
    __pyx_t_7 = (__pyx_t_6 != 0);
    if (!__pyx_t_7) break;

    /* "humpy_cytoolz/dicttoolz.pyx":531
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pkey):             # <<<<<<<<<<<<<<
 * 			rv[<object>pkey] = <object>pval
 * 	return rv
*/
    __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_predicate);
    __pyx_t_2 = __pyx_v_predicate; 
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      assert(__pyx_t_3);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_2, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, ((PyObject *)__pyx_v_pkey)};
      __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_2, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 531, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely((__pyx_t_7 < 0))) __PYX_ERR(0, 531, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_7) {

      /* "humpy_cytoolz/dicttoolz.pyx":532
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pkey):
 * 			rv[<object>pkey] = <object>pval             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
      __pyx_t_1 = ((PyObject *)__pyx_v_pval);
      __Pyx_INCREF(__pyx_t_1);
      if (unlikely((PyObject_SetItem(__pyx_v_rv, ((PyObject *)__pyx_v_pkey), __pyx_t_1) < 0))) __PYX_ERR(0, 532, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":531
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		if predicate(<object>pkey):             # <<<<<<<<<<<<<<
 * 			rv[<object>pkey] = <object>pval
 * 	return rv
*/
    }
  }

  /* "humpy_cytoolz/dicttoolz.pyx":533
 * 		if predicate(<object>pkey):
 * 			rv[<object>pkey] = <object>pval
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cpdef object itemfilter(object predicate, object d, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":474
 * 	return rv
 * 
 * cpdef object keyfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""keyfilter(predicate: collections.abc.Callable[[K], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.keyfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13keyfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_12keyfilter, "keyfilter(predicate, d, factory=dict)\n\nkeyfilter(predicate: collections.abc.Callable[[K], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nRetain only items from `d` whose keys satisfy `predicate` and return a new `Mapping`.\n\n(AI generated docstring)\n\nYou can use `keyfilter` to select items from `d` (***d***ictionary) by their keys. `keyfilter`\ncalls `predicate` with each key yielded by `d.keys()`. `keyfilter` inserts each item whose\nkey causes `predicate` to return `True` into a new `MutableMapping`[1] created by `factory`.\n`keyfilter` does not change `d`.\n\nParameters\n----------\npredicate : Callable[[K], bool]\n        `Callable` applied to each key of `d`. `keyfilter` keeps each item for which `predicate`\n        returns `True`.\nd : Mapping[K, V]\n        Source `Mapping`[1]. `keyfilter` reads all items from `d` and does not change `d`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingFiltered : MutableMapping[K, V]\n        New `MutableMapping` created by `factory` containing only items from `d` whose keys\n        cause `predicate` to return `True`.\n\nSee Also\n--------\nvalfilter : Retain only items from `d` whose values satisfy `predicate` and return a new `Mapping`.\nitemfilter : Retain only items from `d` whose key-value pairs satisfy `predicate` and return a new `Mapping`.\nkeymap : Apply a `Callable` to all keys of a `Mapping` and return a new `Mapping`.\n\n>>> iseven = lambda x: x % 2 == 0\n>>> d = {1: 2, 2: 3, 3: 4, 4: 5}\n>>> keyfilter(iseven, d)\n{2: 3, 4: 5}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_13keyfilter = {"keyfilter", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_13keyfilter, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_12keyfilter};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_13keyfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_predicate = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[3] = {0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("keyfilter (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_predicate,&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 474, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 474, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 474, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 474, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "keyfilter", 0) < (0)) __PYX_ERR(0, 474, __pyx_L3_error)
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__7);
      for (Py_ssize_t i = __pyx_nargs; i < 2; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("keyfilter", 0, 2, 3, i); __PYX_ERR(0, 474, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 474, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 474, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 474, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__7);
    }
    __pyx_v_predicate = values[0];
    __pyx_v_d = values[1];
    __pyx_v_factory = values[2];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("keyfilter", 0, 2, 3, __pyx_nargs); __PYX_ERR(0, 474, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.keyfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_12keyfilter(__pyx_self, __pyx_v_predicate, __pyx_v_d, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_12keyfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keyfilter __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("keyfilter", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_keyfilter(__pyx_v_predicate, __pyx_v_d, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.keyfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":535
 * 	return rv
 * 
 * cpdef object itemfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""itemfilter(predicate: collections.abc.Callable[[tuple[K, V]], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_15itemfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_itemfilter(PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemfilter *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__8;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_v_k = 0;
  PyObject *__pyx_v_v = 0;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_v_f;
  PyObject *__pyx_v_obj;
  PyObject *__pyx_v_pkey;
  PyObject *__pyx_v_pval;
  Py_ssize_t __pyx_v_pos;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  __pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("itemfilter", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }
  __Pyx_INCREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":589
 * 		PyObject *pkey
 * 		PyObject *pval
 * 		Py_ssize_t pos = 0             # <<<<<<<<<<<<<<
 * 
 * 	rv = factory()
*/
  __pyx_v_pos = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":591
 * 		Py_ssize_t pos = 0
 * 
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 591, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":592
 * 
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)             # <<<<<<<<<<<<<<
 * 	d = <object>obj
 * 	Py_DECREF(d)
*/
  __pyx_t_5 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter(__pyx_v_d, (&__pyx_v_obj)); if (unlikely(__pyx_t_5 == ((void *)NULL))) __PYX_ERR(0, 592, __pyx_L1_error)
  __pyx_v_f = __pyx_t_5;

  /* "humpy_cytoolz/dicttoolz.pyx":593
 * 	rv = factory()
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj             # <<<<<<<<<<<<<<
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
*/
  __pyx_t_1 = ((PyObject *)__pyx_v_obj);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":594
 * 	f = get_map_iter(d, &obj)
 * 	d = <object>obj
 * 	Py_DECREF(d)             # <<<<<<<<<<<<<<
 * 	while f(d, &pos, &pkey, &pval):
 * 		k = <object>pkey
*/
  Py_DECREF(__pyx_v_d);

  /* "humpy_cytoolz/dicttoolz.pyx":595
 * 	d = <object>obj
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):             # <<<<<<<<<<<<<<
 * 		k = <object>pkey
 * 		v = <object>pval
*/
  while (1) {
    __pyx_t_6 = __pyx_v_f(__pyx_v_d, (&__pyx_v_pos), (&__pyx_v_pkey), (&__pyx_v_pval)); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 595, __pyx_L1_error)
    __pyx_t_7 = (__pyx_t_6 != 0);
    if (!__pyx_t_7) break;

    /* "humpy_cytoolz/dicttoolz.pyx":596
 * 	Py_DECREF(d)
 * 	while f(d, &pos, &pkey, &pval):
 * 		k = <object>pkey             # <<<<<<<<<<<<<<
 * 		v = <object>pval
 * 		if predicate((k, v)):
*/
    __pyx_t_1 = ((PyObject *)__pyx_v_pkey);
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_k, __pyx_t_1);
    __pyx_t_1 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":597
 * 	while f(d, &pos, &pkey, &pval):
 * 		k = <object>pkey
 * 		v = <object>pval             # <<<<<<<<<<<<<<
 * 		if predicate((k, v)):
 * 			rv[k] = v
*/
    __pyx_t_1 = ((PyObject *)__pyx_v_pval);
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_1);
    __pyx_t_1 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":598
 * 		k = <object>pkey
 * 		v = <object>pval
 * 		if predicate((k, v)):             # <<<<<<<<<<<<<<
 * 			rv[k] = v
 * 	return rv
*/
    __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_predicate);
    __pyx_t_2 = __pyx_v_predicate; 
    __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 598, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_k);
    __Pyx_GIVEREF(__pyx_v_k);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_k) != (0)) __PYX_ERR(0, 598, __pyx_L1_error);
    __Pyx_INCREF(__pyx_v_v);
    __Pyx_GIVEREF(__pyx_v_v);
    if (__Pyx_PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_v_v) != (0)) __PYX_ERR(0, 598, __pyx_L1_error);
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      assert(__pyx_t_3);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_2, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_t_8};
      __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_2, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 598, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely((__pyx_t_7 < 0))) __PYX_ERR(0, 598, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_7) {

      /* "humpy_cytoolz/dicttoolz.pyx":599
 * 		v = <object>pval
 * 		if predicate((k, v)):
 * 			rv[k] = v             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
      if (unlikely((PyObject_SetItem(__pyx_v_rv, __pyx_v_k, __pyx_v_v) < 0))) __PYX_ERR(0, 599, __pyx_L1_error)

      /* "humpy_cytoolz/dicttoolz.pyx":598
 * 		k = <object>pkey
 * 		v = <object>pval
 * 		if predicate((k, v)):             # <<<<<<<<<<<<<<
 * 			rv[k] = v
 * 	return rv
*/
    }
  }

  /* "humpy_cytoolz/dicttoolz.pyx":600
 * 		if predicate((k, v)):
 * 			rv[k] = v
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cpdef object assoc(object d, object key, object value, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":535
 * 	return rv
 * 
 * cpdef object itemfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""itemfilter(predicate: collections.abc.Callable[[tuple[K, V]], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.itemfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_k);
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_15itemfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_14itemfilter, "itemfilter(predicate, d, factory=dict)\n\nitemfilter(predicate: collections.abc.Callable[[tuple[K, V]], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nRetain only items from `d` whose key-value pairs satisfy `predicate` and return a new `Mapping`.\n\n(AI generated docstring)\n\nYou can use `itemfilter` to select items from `d` (***d***ictionary) by both key and value\nsimultaneously. `itemfilter` calls `predicate` with each item yielded by `d.items()`. Each\nitem is passed to `predicate` as a `tuple[K, V]`. `itemfilter` inserts each item for which\n`predicate` returns `True` into a new `MutableMapping`[1] created by `factory`. `itemfilter`\ndoes not change `d`.\n\nParameters\n----------\npredicate : Callable[[tuple[K, V]], bool]\n        `Callable` applied to each item of `d`. Each item is passed to `predicate` as a\n        `tuple[K, V]`, and `predicate` must return `True` for the item to be retained.\nd : Mapping[K, V]\n        Source `Mapping`[1]. `itemfilter` reads all items from `d` and does not change `d`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingFiltered : MutableMapping[K, V]\n        New `MutableMapping` created by `factory` containing only items from `d` for which\n        `predicate` returns `True`.\n\nSee Also\n--------\nkeyfilter : Retain only items from `d` whose keys satisfy `predicate` and return a new `Mapping`.\nvalfilter : Retain only items from `d` whose values satisfy `predicate` and return a new `Mapping`.\nitemmap : Apply a `Callable` to all items of a `Mapping` and return a new `Mapping`.\n\n>>> def isvalid(item):\n...     k, v = item\n...     return k % 2 == 0 and v < 4\n\n>>> d = {1: 2, 2: 3, 3: 4, 4: 5}\n>>> itemfilter(isvalid, d)\n{2: 3}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        htt""ps://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_15itemfilter = {"itemfilter", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_15itemfilter, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_14itemfilter};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_15itemfilter(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_predicate = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[3] = {0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("itemfilter (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_predicate,&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 535, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 535, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 535, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 535, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "itemfilter", 0) < (0)) __PYX_ERR(0, 535, __pyx_L3_error)
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__8);
      for (Py_ssize_t i = __pyx_nargs; i < 2; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("itemfilter", 0, 2, 3, i); __PYX_ERR(0, 535, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 535, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 535, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 535, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[2]) values[2] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__8);
    }
    __pyx_v_predicate = values[0];
    __pyx_v_d = values[1];
    __pyx_v_factory = values[2];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("itemfilter", 0, 2, 3, __pyx_nargs); __PYX_ERR(0, 535, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.itemfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_14itemfilter(__pyx_self, __pyx_v_predicate, __pyx_v_d, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_14itemfilter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_predicate, PyObject *__pyx_v_d, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemfilter __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("itemfilter", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_itemfilter(__pyx_v_predicate, __pyx_v_d, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 535, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.itemfilter", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":602
 * 	return rv
 * 
 * cpdef object assoc(object d, object key, object value, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""assoc(d: collections.abc.Mapping[K, V], key: K, value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_17assoc(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_assoc(PyObject *__pyx_v_d, PyObject *__pyx_v_key, PyObject *__pyx_v_value, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__9;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assoc", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }

  /* "humpy_cytoolz/dicttoolz.pyx":641
 * 	"""
 * 	cdef object rv
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	if PyDict_CheckExact(rv):
 * 		PyDict_Update(rv, d)
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 641, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":642
 * 	cdef object rv
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		PyDict_Update(rv, d)
 * 	else:
*/
  __pyx_t_5 = PyDict_CheckExact(__pyx_v_rv);
  if (__pyx_t_5) {

    /* "humpy_cytoolz/dicttoolz.pyx":643
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
 * 		PyDict_Update(rv, d)             # <<<<<<<<<<<<<<
 * 	else:
 * 		rv.update(d)
*/
    __pyx_t_6 = PyDict_Update(__pyx_v_rv, __pyx_v_d); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 643, __pyx_L1_error)

    /* "humpy_cytoolz/dicttoolz.pyx":642
 * 	cdef object rv
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		PyDict_Update(rv, d)
 * 	else:
*/
    goto __pyx_L3;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":645
 * 		PyDict_Update(rv, d)
 * 	else:
 * 		rv.update(d)             # <<<<<<<<<<<<<<
 * 	rv[key] = value
 * 	return rv
*/
  /*else*/ {
    __pyx_t_3 = __pyx_v_rv;
    __Pyx_INCREF(__pyx_t_3);
    __pyx_t_4 = 0;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_v_d};
      __pyx_t_1 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_update, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 645, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "humpy_cytoolz/dicttoolz.pyx":646
 * 	else:
 * 		rv.update(d)
 * 	rv[key] = value             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
  if (unlikely((PyObject_SetItem(__pyx_v_rv, __pyx_v_key, __pyx_v_value) < 0))) __PYX_ERR(0, 646, __pyx_L1_error)

  /* "humpy_cytoolz/dicttoolz.pyx":647
 * 		rv.update(d)
 * 	rv[key] = value
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cpdef object assoc_in(object d, object keys, object value, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":602
 * 	return rv
 * 
 * cpdef object assoc(object d, object key, object value, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""assoc(d: collections.abc.Mapping[K, V], key: K, value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.assoc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_17assoc(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_16assoc, "assoc(d, key, value, factory=dict)\n\nassoc(d: collections.abc.Mapping[K, V], key: K, value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nCreate a new `Mapping`[1] with `key` associated with `value`.\n\nYou can use `assoc` (***assoc***iate) to copy `d` (***d***ictionary) to a new `Mapping` created by\n`factory` and assign `value` to `key`. `assoc` does not change `d`.\n\nParameters\n----------\nd : Mapping[K, V]\n        Source `Mapping`.\nkey : K\n        `key` that `assoc` inserts or replaces.\nvalue : V\n        `value` that `assoc` assigns to `key`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingUpdated : MutableMapping[K, V]\n        New `Mapping` with `key` associated to `value`.\n\nExamples\n--------\n>>> assoc({}, 'a', 1)\n{'a': 1}\n>>> assoc({'a': 1}, 'a', 3)\n{'a': 3}\n>>> assoc({'a': 1}, 'b', 3)\n{'a': 1, 'b': 3}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_17assoc = {"assoc", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_17assoc, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_16assoc};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_17assoc(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_key = 0;
  PyObject *__pyx_v_value = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[4] = {0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("assoc (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_key,&__pyx_mstate_global->__pyx_n_u_value,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 602, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 602, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 602, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 602, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 602, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "assoc", 0) < (0)) __PYX_ERR(0, 602, __pyx_L3_error)
      if (!values[3]) values[3] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__9);
      for (Py_ssize_t i = __pyx_nargs; i < 3; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("assoc", 0, 3, 4, i); __PYX_ERR(0, 602, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 602, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 602, __pyx_L3_error)
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 602, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 602, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[3]) values[3] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__9);
    }
    __pyx_v_d = values[0];
    __pyx_v_key = values[1];
    __pyx_v_value = values[2];
    __pyx_v_factory = values[3];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("assoc", 0, 3, 4, __pyx_nargs); __PYX_ERR(0, 602, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.assoc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_16assoc(__pyx_self, __pyx_v_d, __pyx_v_key, __pyx_v_value, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_16assoc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_key, PyObject *__pyx_v_value, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assoc", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_assoc(__pyx_v_d, __pyx_v_key, __pyx_v_value, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 602, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.assoc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":649
 * 	return rv
 * 
 * cpdef object assoc_in(object d, object keys, object value, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""assoc_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_19assoc_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_assoc_in(PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_value, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc_in *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__10;
  PyObject *__pyx_v_prevkey = 0;
  PyObject *__pyx_v_key = 0;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_v_inner = 0;
  PyObject *__pyx_v_dtemp = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *(*__pyx_t_8)(PyObject *);
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assoc_in", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }
  __Pyx_INCREF(__pyx_v_d);
  __Pyx_INCREF(__pyx_v_keys);

  /* "humpy_cytoolz/dicttoolz.pyx":699
 * 	cdef object prevkey, key
 * 	cdef object rv, inner, dtemp
 * 	prevkey, keys = keys[0], keys[1:]             # <<<<<<<<<<<<<<
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
*/
  __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_keys, 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_FunctionArgument); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 699, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetSlice(__pyx_v_keys, 1, 0, NULL, NULL, &__pyx_mstate_global->__pyx_slice[0], 1, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 699, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_prevkey = __pyx_t_1;
  __pyx_t_1 = 0;
  __Pyx_DECREF_SET(__pyx_v_keys, __pyx_t_2);
  __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":700
 * 	cdef object rv, inner, dtemp
 * 	prevkey, keys = keys[0], keys[1:]
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	if PyDict_CheckExact(rv):
 * 		PyDict_Update(rv, d)
*/
  __pyx_t_1 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_1);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_1, NULL};
    __pyx_t_2 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 700, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
  }
  __pyx_v_rv = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":701
 * 	prevkey, keys = keys[0], keys[1:]
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		PyDict_Update(rv, d)
 * 	else:
*/
  __pyx_t_5 = PyDict_CheckExact(__pyx_v_rv);
  if (__pyx_t_5) {

    /* "humpy_cytoolz/dicttoolz.pyx":702
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
 * 		PyDict_Update(rv, d)             # <<<<<<<<<<<<<<
 * 	else:
 * 		rv.update(d)
*/
    __pyx_t_6 = PyDict_Update(__pyx_v_rv, __pyx_v_d); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 702, __pyx_L1_error)

    /* "humpy_cytoolz/dicttoolz.pyx":701
 * 	prevkey, keys = keys[0], keys[1:]
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		PyDict_Update(rv, d)
 * 	else:
*/
    goto __pyx_L3;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":704
 * 		PyDict_Update(rv, d)
 * 	else:
 * 		rv.update(d)             # <<<<<<<<<<<<<<
 * 	inner = rv
 * 
*/
  /*else*/ {
    __pyx_t_3 = __pyx_v_rv;
    __Pyx_INCREF(__pyx_t_3);
    __pyx_t_4 = 0;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_v_d};
      __pyx_t_2 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_update, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 704, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __pyx_L3:;

  /* "humpy_cytoolz/dicttoolz.pyx":705
 * 	else:
 * 		rv.update(d)
 * 	inner = rv             # <<<<<<<<<<<<<<
 * 
 * 	for key in keys:
*/
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_v_inner = __pyx_v_rv;

  /* "humpy_cytoolz/dicttoolz.pyx":707
 * 	inner = rv
 * 
 * 	for key in keys:             # <<<<<<<<<<<<<<
 * 		if prevkey in d:
 * 			d = d[prevkey]
*/
  if (likely(PyList_CheckExact(__pyx_v_keys)) || PyTuple_CheckExact(__pyx_v_keys)) {
    __pyx_t_2 = __pyx_v_keys; __Pyx_INCREF(__pyx_t_2);
    __pyx_t_7 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_keys); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 707, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_8 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_2); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 707, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_2);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 707, __pyx_L1_error)
          #endif
          if (__pyx_t_7 >= __pyx_temp) break;
        }
        __pyx_t_3 = __Pyx_PyList_GetItemRefFast(__pyx_t_2, __pyx_t_7, __Pyx_ReferenceSharing_OwnStrongReference);
        ++__pyx_t_7;
      } else {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_2);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 707, __pyx_L1_error)
          #endif
          if (__pyx_t_7 >= __pyx_temp) break;
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_3 = __Pyx_NewRef(PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_7));
        #else
        __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_2, __pyx_t_7);
        #endif
        ++__pyx_t_7;
      }
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 707, __pyx_L1_error)
    } else {
      __pyx_t_3 = __pyx_t_8(__pyx_t_2);
      if (unlikely(!__pyx_t_3)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) __PYX_ERR(0, 707, __pyx_L1_error)
          PyErr_Clear();
        }
        break;
      }
    }
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_key, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":708
 * 
 * 	for key in keys:
 * 		if prevkey in d:             # <<<<<<<<<<<<<<
 * 			d = d[prevkey]
 * 			dtemp = factory()
*/
    __pyx_t_5 = (__Pyx_PySequence_ContainsTF(__pyx_v_prevkey, __pyx_v_d, Py_EQ)); if (unlikely((__pyx_t_5 < 0))) __PYX_ERR(0, 708, __pyx_L1_error)
    if (__pyx_t_5) {

      /* "humpy_cytoolz/dicttoolz.pyx":709
 * 	for key in keys:
 * 		if prevkey in d:
 * 			d = d[prevkey]             # <<<<<<<<<<<<<<
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):
*/
      __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_d, __pyx_v_prevkey); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 709, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":710
 * 		if prevkey in d:
 * 			d = d[prevkey]
 * 			dtemp = factory()             # <<<<<<<<<<<<<<
 * 			if PyDict_CheckExact(dtemp):
 * 				PyDict_Update(dtemp, d)
*/
      __pyx_t_1 = NULL;
      __Pyx_INCREF(__pyx_v_factory);
      __pyx_t_9 = __pyx_v_factory; 
      __pyx_t_4 = 1;
      #if CYTHON_UNPACK_METHODS
      if (unlikely(PyMethod_Check(__pyx_t_9))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_9);
        assert(__pyx_t_1);
        PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_9);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(__pyx__function);
        __Pyx_DECREF_SET(__pyx_t_9, __pyx__function);
        __pyx_t_4 = 0;
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_1, NULL};
        __pyx_t_3 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_9, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
        __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 710, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
      }
      __Pyx_XDECREF_SET(__pyx_v_dtemp, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":711
 * 			d = d[prevkey]
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):             # <<<<<<<<<<<<<<
 * 				PyDict_Update(dtemp, d)
 * 			else:
*/
      __pyx_t_5 = PyDict_CheckExact(__pyx_v_dtemp);
      if (__pyx_t_5) {

        /* "humpy_cytoolz/dicttoolz.pyx":712
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):
 * 				PyDict_Update(dtemp, d)             # <<<<<<<<<<<<<<
 * 			else:
 * 				dtemp.update(d)
*/
        __pyx_t_6 = PyDict_Update(__pyx_v_dtemp, __pyx_v_d); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 712, __pyx_L1_error)

        /* "humpy_cytoolz/dicttoolz.pyx":711
 * 			d = d[prevkey]
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):             # <<<<<<<<<<<<<<
 * 				PyDict_Update(dtemp, d)
 * 			else:
*/
        goto __pyx_L7;
      }

      /* "humpy_cytoolz/dicttoolz.pyx":714
 * 				PyDict_Update(dtemp, d)
 * 			else:
 * 				dtemp.update(d)             # <<<<<<<<<<<<<<
 * 		else:
 * 			d = factory()
*/
      /*else*/ {
        __pyx_t_9 = __pyx_v_dtemp;
        __Pyx_INCREF(__pyx_t_9);
        __pyx_t_4 = 0;
        {
          PyObject *__pyx_callargs[2] = {__pyx_t_9, __pyx_v_d};
          __pyx_t_3 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_update, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
          __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
          if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 714, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_3);
        }
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      }
      __pyx_L7:;

      /* "humpy_cytoolz/dicttoolz.pyx":708
 * 
 * 	for key in keys:
 * 		if prevkey in d:             # <<<<<<<<<<<<<<
 * 			d = d[prevkey]
 * 			dtemp = factory()
*/
      goto __pyx_L6;
    }

    /* "humpy_cytoolz/dicttoolz.pyx":716
 * 				dtemp.update(d)
 * 		else:
 * 			d = factory()             # <<<<<<<<<<<<<<
 * 			dtemp = d
 * 		inner[prevkey] = dtemp
*/
    /*else*/ {
      __pyx_t_9 = NULL;
      __Pyx_INCREF(__pyx_v_factory);
      __pyx_t_1 = __pyx_v_factory; 
      __pyx_t_4 = 1;
      #if CYTHON_UNPACK_METHODS
      if (unlikely(PyMethod_Check(__pyx_t_1))) {
        __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_1);
        assert(__pyx_t_9);
        PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(__pyx__function);
        __Pyx_DECREF_SET(__pyx_t_1, __pyx__function);
        __pyx_t_4 = 0;
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_9, NULL};
        __pyx_t_3 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_1, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
        __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 716, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
      }
      __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":717
 * 		else:
 * 			d = factory()
 * 			dtemp = d             # <<<<<<<<<<<<<<
 * 		inner[prevkey] = dtemp
 * 		prevkey = key
*/
      __Pyx_INCREF(__pyx_v_d);
      __Pyx_XDECREF_SET(__pyx_v_dtemp, __pyx_v_d);
    }
    __pyx_L6:;

    /* "humpy_cytoolz/dicttoolz.pyx":718
 * 			d = factory()
 * 			dtemp = d
 * 		inner[prevkey] = dtemp             # <<<<<<<<<<<<<<
 * 		prevkey = key
 * 		inner = dtemp
*/
    if (unlikely((PyObject_SetItem(__pyx_v_inner, __pyx_v_prevkey, __pyx_v_dtemp) < 0))) __PYX_ERR(0, 718, __pyx_L1_error)

    /* "humpy_cytoolz/dicttoolz.pyx":719
 * 			dtemp = d
 * 		inner[prevkey] = dtemp
 * 		prevkey = key             # <<<<<<<<<<<<<<
 * 		inner = dtemp
 * 
*/
    __Pyx_INCREF(__pyx_v_key);
    __Pyx_DECREF_SET(__pyx_v_prevkey, __pyx_v_key);

    /* "humpy_cytoolz/dicttoolz.pyx":720
 * 		inner[prevkey] = dtemp
 * 		prevkey = key
 * 		inner = dtemp             # <<<<<<<<<<<<<<
 * 
 * 	inner[prevkey] = value
*/
    __Pyx_INCREF(__pyx_v_dtemp);
    __Pyx_DECREF_SET(__pyx_v_inner, __pyx_v_dtemp);

    /* "humpy_cytoolz/dicttoolz.pyx":707
 * 	inner = rv
 * 
 * 	for key in keys:             # <<<<<<<<<<<<<<
 * 		if prevkey in d:
 * 			d = d[prevkey]
*/
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":722
 * 		inner = dtemp
 * 
 * 	inner[prevkey] = value             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
  if (unlikely((PyObject_SetItem(__pyx_v_inner, __pyx_v_prevkey, __pyx_v_value) < 0))) __PYX_ERR(0, 722, __pyx_L1_error)

  /* "humpy_cytoolz/dicttoolz.pyx":723
 * 
 * 	inner[prevkey] = value
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cdef object c_dissoc(object d, object keys, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":649
 * 	return rv
 * 
 * cpdef object assoc_in(object d, object keys, object value, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""assoc_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.assoc_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_prevkey);
  __Pyx_XDECREF(__pyx_v_key);
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_inner);
  __Pyx_XDECREF(__pyx_v_dtemp);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XDECREF(__pyx_v_keys);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_19assoc_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_18assoc_in, "assoc_in(d, keys, value, factory=dict)\n\nassoc_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nCreate a new `MutableMapping` from `d` with `value` at the path specified by `keys`.\n\n(AI generated docstring)\n\nYou can use `assoc_in` to produce a copy of `d` with `value` placed at the nested\nlocation given by `keys`. `assoc_in` creates intermediate `MutableMapping` instances\nas needed when a key in `keys` is absent from `d`. `assoc_in` does not mutate `d` or\nany nested `Mapping` within `d`.\n\nParameters\n----------\nd : Mapping[K, V]\n        Source `Mapping`.\nkeys : Iterable[K]\n        Non-empty sequence of keys specifying the nested path to the target location in `d`.\nvalue : V\n        The value to place at the location specified by `keys`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates each new `MutableMapping`[1] in the result.\n\nReturns\n-------\nmappingUpdated : MutableMapping[K, V]\n        New `MutableMapping` based on `d` with `value` at the path specified by `keys`.\n\nSee Also\n--------\nupdate_in : Apply a `Callable` to a value at a nested path in a `Mapping`.\nget_in : Retrieve a value at a nested path in a `Mapping`.\nassoc : Create a new `Mapping` from `d` with one key associated to a value.\n\nExamples\n--------\n>>> assoc_in({'a': 1}, ['a'], 2)\n{'a': 2}\n>>> assoc_in({'a': {'b': 1}}, ['a', 'b'], 2)\n{'a': {'b': 2}}\n>>> assoc_in({}, ['a', 'b'], 1)\n{'a': {'b': 1}}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_19assoc_in = {"assoc_in", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_19assoc_in, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_18assoc_in};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_19assoc_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_keys = 0;
  PyObject *__pyx_v_value = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[4] = {0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("assoc_in (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_keys,&__pyx_mstate_global->__pyx_n_u_value,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 649, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 649, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 649, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 649, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 649, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "assoc_in", 0) < (0)) __PYX_ERR(0, 649, __pyx_L3_error)
      if (!values[3]) values[3] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__10);
      for (Py_ssize_t i = __pyx_nargs; i < 3; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("assoc_in", 0, 3, 4, i); __PYX_ERR(0, 649, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 649, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 649, __pyx_L3_error)
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 649, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 649, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[3]) values[3] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__10);
    }
    __pyx_v_d = values[0];
    __pyx_v_keys = values[1];
    __pyx_v_value = values[2];
    __pyx_v_factory = values[3];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("assoc_in", 0, 3, 4, __pyx_nargs); __PYX_ERR(0, 649, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.assoc_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_18assoc_in(__pyx_self, __pyx_v_d, __pyx_v_keys, __pyx_v_value, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_18assoc_in(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_value, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc_in __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assoc_in", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_assoc_in(__pyx_v_d, __pyx_v_keys, __pyx_v_value, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 649, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.assoc_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":725
 * 	return rv
 * 
 * cdef object c_dissoc(object d, object keys, object factory=dict):             # <<<<<<<<<<<<<<
 * 	# implementation copied from humpy_toolz.  Not benchmarked.
 * 	cdef object rv
*/

static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_c_dissoc(PyObject *__pyx_v_d, PyObject *__pyx_v_keys, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_dissoc *__pyx_optional_args) {
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__11;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_v_key = NULL;
  PyObject *__pyx_v_remaining = NULL;
  PyObject *__pyx_v_k = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  int __pyx_t_7;
  PyObject *(*__pyx_t_8)(PyObject *);
  int __pyx_t_9;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("c_dissoc", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_factory = __pyx_optional_args->factory;
    }
  }

  /* "humpy_cytoolz/dicttoolz.pyx":728
 * 	# implementation copied from humpy_toolz.  Not benchmarked.
 * 	cdef object rv
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	if len(keys) < len(d) * 0.6:
 * 		rv.update(d)
*/
  __pyx_t_2 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_2);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_2, NULL};
    __pyx_t_1 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 728, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  }
  __pyx_v_rv = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":729
 * 	cdef object rv
 * 	rv = factory()
 * 	if len(keys) < len(d) * 0.6:             # <<<<<<<<<<<<<<
 * 		rv.update(d)
 * 		for key in keys:
*/
  __pyx_t_5 = PyObject_Length(__pyx_v_keys); if (unlikely(__pyx_t_5 == ((Py_ssize_t)-1))) __PYX_ERR(0, 729, __pyx_L1_error)
  __pyx_t_6 = PyObject_Length(__pyx_v_d); if (unlikely(__pyx_t_6 == ((Py_ssize_t)-1))) __PYX_ERR(0, 729, __pyx_L1_error)
  __pyx_t_7 = (__pyx_t_5 < (__pyx_t_6 * 0.6));
  if (__pyx_t_7) {

    /* "humpy_cytoolz/dicttoolz.pyx":730
 * 	rv = factory()
 * 	if len(keys) < len(d) * 0.6:
 * 		rv.update(d)             # <<<<<<<<<<<<<<
 * 		for key in keys:
 * 			if key in rv:
*/
    __pyx_t_3 = __pyx_v_rv;
    __Pyx_INCREF(__pyx_t_3);
    __pyx_t_4 = 0;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_v_d};
      __pyx_t_1 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_update, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 730, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":731
 * 	if len(keys) < len(d) * 0.6:
 * 		rv.update(d)
 * 		for key in keys:             # <<<<<<<<<<<<<<
 * 			if key in rv:
 * 				del rv[key]
*/
    if (likely(PyList_CheckExact(__pyx_v_keys)) || PyTuple_CheckExact(__pyx_v_keys)) {
      __pyx_t_1 = __pyx_v_keys; __Pyx_INCREF(__pyx_t_1);
      __pyx_t_6 = 0;
      __pyx_t_8 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_keys); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 731, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 731, __pyx_L1_error)
    }
    for (;;) {
      if (likely(!__pyx_t_8)) {
        if (likely(PyList_CheckExact(__pyx_t_1))) {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_1);
            #if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 731, __pyx_L1_error)
            #endif
            if (__pyx_t_6 >= __pyx_temp) break;
          }
          __pyx_t_3 = __Pyx_PyList_GetItemRefFast(__pyx_t_1, __pyx_t_6, __Pyx_ReferenceSharing_OwnStrongReference);
          ++__pyx_t_6;
        } else {
          {
            Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_1);
            #if !CYTHON_ASSUME_SAFE_SIZE
            if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 731, __pyx_L1_error)
            #endif
            if (__pyx_t_6 >= __pyx_temp) break;
          }
          #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
          __pyx_t_3 = __Pyx_NewRef(PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_6));
          #else
          __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_1, __pyx_t_6);
          #endif
          ++__pyx_t_6;
        }
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 731, __pyx_L1_error)
      } else {
        __pyx_t_3 = __pyx_t_8(__pyx_t_1);
        if (unlikely(!__pyx_t_3)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) __PYX_ERR(0, 731, __pyx_L1_error)
            PyErr_Clear();
          }
          break;
        }
      }
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_XDECREF_SET(__pyx_v_key, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":732
 * 		rv.update(d)
 * 		for key in keys:
 * 			if key in rv:             # <<<<<<<<<<<<<<
 * 				del rv[key]
 * 	else:
*/
      __pyx_t_7 = (__Pyx_PySequence_ContainsTF(__pyx_v_key, __pyx_v_rv, Py_EQ)); if (unlikely((__pyx_t_7 < 0))) __PYX_ERR(0, 732, __pyx_L1_error)
      if (__pyx_t_7) {

        /* "humpy_cytoolz/dicttoolz.pyx":733
 * 		for key in keys:
 * 			if key in rv:
 * 				del rv[key]             # <<<<<<<<<<<<<<
 * 	else:
 * 		remaining = set(d)
*/
        if (unlikely((PyObject_DelItem(__pyx_v_rv, __pyx_v_key) < 0))) __PYX_ERR(0, 733, __pyx_L1_error)

        /* "humpy_cytoolz/dicttoolz.pyx":732
 * 		rv.update(d)
 * 		for key in keys:
 * 			if key in rv:             # <<<<<<<<<<<<<<
 * 				del rv[key]
 * 	else:
*/
      }

      /* "humpy_cytoolz/dicttoolz.pyx":731
 * 	if len(keys) < len(d) * 0.6:
 * 		rv.update(d)
 * 		for key in keys:             # <<<<<<<<<<<<<<
 * 			if key in rv:
 * 				del rv[key]
*/
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":729
 * 	cdef object rv
 * 	rv = factory()
 * 	if len(keys) < len(d) * 0.6:             # <<<<<<<<<<<<<<
 * 		rv.update(d)
 * 		for key in keys:
*/
    goto __pyx_L3;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":735
 * 				del rv[key]
 * 	else:
 * 		remaining = set(d)             # <<<<<<<<<<<<<<
 * 		remaining.difference_update(keys)
 * 		for k in remaining:
*/
  /*else*/ {
    __pyx_t_1 = PySet_New(__pyx_v_d); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 735, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_v_remaining = ((PyObject*)__pyx_t_1);
    __pyx_t_1 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":736
 * 	else:
 * 		remaining = set(d)
 * 		remaining.difference_update(keys)             # <<<<<<<<<<<<<<
 * 		for k in remaining:
 * 			rv[k] = d[k]
*/
    __pyx_t_1 = __Pyx_CallUnboundCMethod1(&__pyx_mstate_global->__pyx_umethod_PySet_Type__difference_update, __pyx_v_remaining, __pyx_v_keys); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 736, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":737
 * 		remaining = set(d)
 * 		remaining.difference_update(keys)
 * 		for k in remaining:             # <<<<<<<<<<<<<<
 * 			rv[k] = d[k]
 * 	return rv
*/
    __pyx_t_6 = 0;
    __pyx_t_3 = __Pyx_set_iterator(__pyx_v_remaining, 1, (&__pyx_t_5), (&__pyx_t_9)); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 737, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_XDECREF(__pyx_t_1);
    __pyx_t_1 = __pyx_t_3;
    __pyx_t_3 = 0;
    while (1) {
      __pyx_t_10 = __Pyx_set_iter_next(__pyx_t_1, __pyx_t_5, &__pyx_t_6, &__pyx_t_3, __pyx_t_9);
      if (unlikely(__pyx_t_10 == 0)) break;
      if (unlikely(__pyx_t_10 == -1)) __PYX_ERR(0, 737, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_XDECREF_SET(__pyx_v_k, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":738
 * 		remaining.difference_update(keys)
 * 		for k in remaining:
 * 			rv[k] = d[k]             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
      __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_d, __pyx_v_k); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 738, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      if (unlikely((PyObject_SetItem(__pyx_v_rv, __pyx_v_k, __pyx_t_3) < 0))) __PYX_ERR(0, 738, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "humpy_cytoolz/dicttoolz.pyx":739
 * 		for k in remaining:
 * 			rv[k] = d[k]
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * def dissoc(d, *keys, **kwargs):
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":725
 * 	return rv
 * 
 * cdef object c_dissoc(object d, object keys, object factory=dict):             # <<<<<<<<<<<<<<
 * 	# implementation copied from humpy_toolz.  Not benchmarked.
 * 	cdef object rv
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.c_dissoc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_key);
  __Pyx_XDECREF(__pyx_v_remaining);
  __Pyx_XDECREF(__pyx_v_k);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":741
 * 	return rv
 * 
 * def dissoc(d, *keys, **kwargs):             # <<<<<<<<<<<<<<
 * 	"""dissoc(d: collections.abc.Mapping[K, V], *keys: K, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_21dissoc(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_20dissoc, "dissoc(d, *keys, **kwargs)\n\ndissoc(d: collections.abc.Mapping[K, V], *keys: K, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nCreate a new `MutableMapping`[1] from `d` with the specified `keys` removed.\n\n(AI generated docstring)\n\nYou can use `dissoc` (***dissoc***iate) to copy `d` (***d***ictionary) to a new `MutableMapping`\ncreated by `factory`, then remove each key in `keys` from the result. `dissoc` does not change\n`d`. Keys in `keys` that are absent from `d` are silently ignored.\n\nParameters\n----------\nd : Mapping[K, V]\n        Source `Mapping`.\n*keys : K\n        Keys to remove from `d` in the returned `MutableMapping`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingReduced : MutableMapping[K, V]\n        New `MutableMapping` containing all items from `d` except those whose keys are in `keys`.\n\nAlgorithm Details\n-----------------\n`dissoc` selects between two strategies based on the ratio of removed keys to total keys.\n\nWhen fewer than 60% of keys are removed, `dissoc` copies all items from `d` and then\ndeletes the specified keys one by one.\n\nWhen 60% or more of keys are removed, `dissoc` computes the set of remaining keys and\ncopies only those items to the result, avoiding unnecessary copy-and-delete operations.\n\nSee Also\n--------\nassoc : Create a new `MutableMapping` from `d` with one key associated to a value.\n\nExamples\n--------\n>>> dissoc({'x': 1, 'y': 2}, 'y')\n{'x': 1}\n>>> dissoc({'x': 1, 'y': 2}, 'y', 'x')\n{}\n>>> dissoc({'x': 1}, 'y') # Ignores missing keys\n{'x': 1}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_21dissoc = {"dissoc", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_21dissoc, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_20dissoc};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_21dissoc(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_keys = 0;
  PyObject *__pyx_v_kwargs = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[1] = {0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("dissoc (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  __pyx_v_kwargs = PyDict_New(); if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __pyx_v_keys = __Pyx_ArgsSlice_FASTCALL(__pyx_args, 1, __pyx_nargs);
  if (unlikely(!__pyx_v_keys)) {
    __Pyx_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0;
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_v_keys);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_d,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 741, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        default:
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 741, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      const Py_ssize_t used_pos_args = (kwd_pos_args < 1) ? kwd_pos_args : 1;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, __pyx_v_kwargs, values, used_pos_args, __pyx_kwds_len, "dissoc", 1) < (0)) __PYX_ERR(0, 741, __pyx_L3_error)
      for (Py_ssize_t i = __pyx_nargs; i < 1; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("dissoc", 0, 1, 1, i); __PYX_ERR(0, 741, __pyx_L3_error) }
      }
    } else if (unlikely(__pyx_nargs < 1)) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
      if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 741, __pyx_L3_error)
    }
    __pyx_v_d = values[0];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("dissoc", 0, 1, 1, __pyx_nargs); __PYX_ERR(0, 741, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_DECREF(__pyx_v_keys); __pyx_v_keys = 0;
  __Pyx_DECREF(__pyx_v_kwargs); __pyx_v_kwargs = 0;
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.dissoc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_20dissoc(__pyx_self, __pyx_v_d, __pyx_v_keys, __pyx_v_kwargs);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_DECREF(__pyx_v_keys);
  __Pyx_DECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_20dissoc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_kwargs) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_dissoc __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("dissoc", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":794
 * 		https://docs.python.org/3/library/collections.abc.html
 * 	"""
 * 	return c_dissoc(d, keys, get_factory('dissoc', kwargs))             # <<<<<<<<<<<<<<
 * 
 * cpdef object update_in(object d, object keys, object func, object default=None, object factory=dict):
*/
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_factory(__pyx_mstate_global->__pyx_n_u_dissoc, __pyx_v_kwargs); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 794, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3.__pyx_n = 1;
  __pyx_t_3.factory = __pyx_t_1;
  __pyx_t_2 = __pyx_f_13humpy_cytoolz_9dicttoolz_c_dissoc(__pyx_v_d, __pyx_v_keys, &__pyx_t_3); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 794, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":741
 * 	return rv
 * 
 * def dissoc(d, *keys, **kwargs):             # <<<<<<<<<<<<<<
 * 	"""dissoc(d: collections.abc.Mapping[K, V], *keys: K, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.dissoc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":796
 * 	return c_dissoc(d, keys, get_factory('dissoc', kwargs))
 * 
 * cpdef object update_in(object d, object keys, object func, object default=None, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""update_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], func: collections.abc.Callable[[V], V], default: V | None = None, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_23update_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_update_in(PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_func, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_update_in *__pyx_optional_args) {
  PyObject *__pyx_v_default = ((PyObject *)Py_None);
  PyObject *__pyx_v_factory = __pyx_mstate_global->__pyx_k__12;
  PyObject *__pyx_v_prevkey = 0;
  PyObject *__pyx_v_key = 0;
  PyObject *__pyx_v_rv = 0;
  PyObject *__pyx_v_inner = 0;
  PyObject *__pyx_v_dtemp = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  size_t __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *(*__pyx_t_8)(PyObject *);
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("update_in", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_default = __pyx_optional_args->__pyx_default;
      if (__pyx_optional_args->__pyx_n > 1) {
        __pyx_v_factory = __pyx_optional_args->factory;
      }
    }
  }
  __Pyx_INCREF(__pyx_v_d);
  __Pyx_INCREF(__pyx_v_keys);

  /* "humpy_cytoolz/dicttoolz.pyx":855
 * 	cdef object prevkey, key
 * 	cdef object rv, inner, dtemp
 * 	prevkey, keys = keys[0], keys[1:]             # <<<<<<<<<<<<<<
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
*/
  __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_keys, 0, long, 1, __Pyx_PyLong_From_long, 0, 0, 1, 1, __Pyx_ReferenceSharing_FunctionArgument); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 855, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetSlice(__pyx_v_keys, 1, 0, NULL, NULL, &__pyx_mstate_global->__pyx_slice[0], 1, 0, 1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 855, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_prevkey = __pyx_t_1;
  __pyx_t_1 = 0;
  __Pyx_DECREF_SET(__pyx_v_keys, __pyx_t_2);
  __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":856
 * 	cdef object rv, inner, dtemp
 * 	prevkey, keys = keys[0], keys[1:]
 * 	rv = factory()             # <<<<<<<<<<<<<<
 * 	if PyDict_CheckExact(rv):
 * 		PyDict_Update(rv, d)
*/
  __pyx_t_1 = NULL;
  __Pyx_INCREF(__pyx_v_factory);
  __pyx_t_3 = __pyx_v_factory; 
  __pyx_t_4 = 1;
  #if CYTHON_UNPACK_METHODS
  if (unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_3);
    assert(__pyx_t_1);
    PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_INCREF(__pyx__function);
    __Pyx_DECREF_SET(__pyx_t_3, __pyx__function);
    __pyx_t_4 = 0;
  }
  #endif
  {
    PyObject *__pyx_callargs[2] = {__pyx_t_1, NULL};
    __pyx_t_2 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_3, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 856, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
  }
  __pyx_v_rv = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":857
 * 	prevkey, keys = keys[0], keys[1:]
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		PyDict_Update(rv, d)
 * 	else:
*/
  __pyx_t_5 = PyDict_CheckExact(__pyx_v_rv);
  if (__pyx_t_5) {

    /* "humpy_cytoolz/dicttoolz.pyx":858
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
 * 		PyDict_Update(rv, d)             # <<<<<<<<<<<<<<
 * 	else:
 * 		rv.update(d)
*/
    __pyx_t_6 = PyDict_Update(__pyx_v_rv, __pyx_v_d); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 858, __pyx_L1_error)

    /* "humpy_cytoolz/dicttoolz.pyx":857
 * 	prevkey, keys = keys[0], keys[1:]
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):             # <<<<<<<<<<<<<<
 * 		PyDict_Update(rv, d)
 * 	else:
*/
    goto __pyx_L3;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":860
 * 		PyDict_Update(rv, d)
 * 	else:
 * 		rv.update(d)             # <<<<<<<<<<<<<<
 * 	inner = rv
 * 
*/
  /*else*/ {
    __pyx_t_3 = __pyx_v_rv;
    __Pyx_INCREF(__pyx_t_3);
    __pyx_t_4 = 0;
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_v_d};
      __pyx_t_2 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_update, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 860, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __pyx_L3:;

  /* "humpy_cytoolz/dicttoolz.pyx":861
 * 	else:
 * 		rv.update(d)
 * 	inner = rv             # <<<<<<<<<<<<<<
 * 
 * 	for key in keys:
*/
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_v_inner = __pyx_v_rv;

  /* "humpy_cytoolz/dicttoolz.pyx":863
 * 	inner = rv
 * 
 * 	for key in keys:             # <<<<<<<<<<<<<<
 * 		if prevkey in d:
 * 			d = d[prevkey]
*/
  if (likely(PyList_CheckExact(__pyx_v_keys)) || PyTuple_CheckExact(__pyx_v_keys)) {
    __pyx_t_2 = __pyx_v_keys; __Pyx_INCREF(__pyx_t_2);
    __pyx_t_7 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_7 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_keys); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 863, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_8 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_2); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 863, __pyx_L1_error)
  }
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_2);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 863, __pyx_L1_error)
          #endif
          if (__pyx_t_7 >= __pyx_temp) break;
        }
        __pyx_t_3 = __Pyx_PyList_GetItemRefFast(__pyx_t_2, __pyx_t_7, __Pyx_ReferenceSharing_OwnStrongReference);
        ++__pyx_t_7;
      } else {
        {
          Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_2);
          #if !CYTHON_ASSUME_SAFE_SIZE
          if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 863, __pyx_L1_error)
          #endif
          if (__pyx_t_7 >= __pyx_temp) break;
        }
        #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        __pyx_t_3 = __Pyx_NewRef(PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_7));
        #else
        __pyx_t_3 = __Pyx_PySequence_ITEM(__pyx_t_2, __pyx_t_7);
        #endif
        ++__pyx_t_7;
      }
      if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 863, __pyx_L1_error)
    } else {
      __pyx_t_3 = __pyx_t_8(__pyx_t_2);
      if (unlikely(!__pyx_t_3)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) __PYX_ERR(0, 863, __pyx_L1_error)
          PyErr_Clear();
        }
        break;
      }
    }
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_key, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":864
 * 
 * 	for key in keys:
 * 		if prevkey in d:             # <<<<<<<<<<<<<<
 * 			d = d[prevkey]
 * 			dtemp = factory()
*/
    __pyx_t_5 = (__Pyx_PySequence_ContainsTF(__pyx_v_prevkey, __pyx_v_d, Py_EQ)); if (unlikely((__pyx_t_5 < 0))) __PYX_ERR(0, 864, __pyx_L1_error)
    if (__pyx_t_5) {

      /* "humpy_cytoolz/dicttoolz.pyx":865
 * 	for key in keys:
 * 		if prevkey in d:
 * 			d = d[prevkey]             # <<<<<<<<<<<<<<
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):
*/
      __pyx_t_3 = __Pyx_PyObject_GetItem(__pyx_v_d, __pyx_v_prevkey); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 865, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":866
 * 		if prevkey in d:
 * 			d = d[prevkey]
 * 			dtemp = factory()             # <<<<<<<<<<<<<<
 * 			if PyDict_CheckExact(dtemp):
 * 				PyDict_Update(dtemp, d)
*/
      __pyx_t_1 = NULL;
      __Pyx_INCREF(__pyx_v_factory);
      __pyx_t_9 = __pyx_v_factory; 
      __pyx_t_4 = 1;
      #if CYTHON_UNPACK_METHODS
      if (unlikely(PyMethod_Check(__pyx_t_9))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_9);
        assert(__pyx_t_1);
        PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_9);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(__pyx__function);
        __Pyx_DECREF_SET(__pyx_t_9, __pyx__function);
        __pyx_t_4 = 0;
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_1, NULL};
        __pyx_t_3 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_9, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
        __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 866, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
      }
      __Pyx_XDECREF_SET(__pyx_v_dtemp, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":867
 * 			d = d[prevkey]
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):             # <<<<<<<<<<<<<<
 * 				PyDict_Update(dtemp, d)
 * 			else:
*/
      __pyx_t_5 = PyDict_CheckExact(__pyx_v_dtemp);
      if (__pyx_t_5) {

        /* "humpy_cytoolz/dicttoolz.pyx":868
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):
 * 				PyDict_Update(dtemp, d)             # <<<<<<<<<<<<<<
 * 			else:
 * 				dtemp.update(d)
*/
        __pyx_t_6 = PyDict_Update(__pyx_v_dtemp, __pyx_v_d); if (unlikely(__pyx_t_6 == ((int)-1))) __PYX_ERR(0, 868, __pyx_L1_error)

        /* "humpy_cytoolz/dicttoolz.pyx":867
 * 			d = d[prevkey]
 * 			dtemp = factory()
 * 			if PyDict_CheckExact(dtemp):             # <<<<<<<<<<<<<<
 * 				PyDict_Update(dtemp, d)
 * 			else:
*/
        goto __pyx_L7;
      }

      /* "humpy_cytoolz/dicttoolz.pyx":870
 * 				PyDict_Update(dtemp, d)
 * 			else:
 * 				dtemp.update(d)             # <<<<<<<<<<<<<<
 * 		else:
 * 			d = factory()
*/
      /*else*/ {
        __pyx_t_9 = __pyx_v_dtemp;
        __Pyx_INCREF(__pyx_t_9);
        __pyx_t_4 = 0;
        {
          PyObject *__pyx_callargs[2] = {__pyx_t_9, __pyx_v_d};
          __pyx_t_3 = __Pyx_PyObject_FastCallMethod((PyObject*)__pyx_mstate_global->__pyx_n_u_update, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (1*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
          __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
          if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 870, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_3);
        }
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      }
      __pyx_L7:;

      /* "humpy_cytoolz/dicttoolz.pyx":864
 * 
 * 	for key in keys:
 * 		if prevkey in d:             # <<<<<<<<<<<<<<
 * 			d = d[prevkey]
 * 			dtemp = factory()
*/
      goto __pyx_L6;
    }

    /* "humpy_cytoolz/dicttoolz.pyx":872
 * 				dtemp.update(d)
 * 		else:
 * 			d = factory()             # <<<<<<<<<<<<<<
 * 			dtemp = d
 * 		inner[prevkey] = dtemp
*/
    /*else*/ {
      __pyx_t_9 = NULL;
      __Pyx_INCREF(__pyx_v_factory);
      __pyx_t_1 = __pyx_v_factory; 
      __pyx_t_4 = 1;
      #if CYTHON_UNPACK_METHODS
      if (unlikely(PyMethod_Check(__pyx_t_1))) {
        __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_1);
        assert(__pyx_t_9);
        PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_9);
        __Pyx_INCREF(__pyx__function);
        __Pyx_DECREF_SET(__pyx_t_1, __pyx__function);
        __pyx_t_4 = 0;
      }
      #endif
      {
        PyObject *__pyx_callargs[2] = {__pyx_t_9, NULL};
        __pyx_t_3 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_1, __pyx_callargs+__pyx_t_4, (1-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
        __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 872, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
      }
      __Pyx_DECREF_SET(__pyx_v_d, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":873
 * 		else:
 * 			d = factory()
 * 			dtemp = d             # <<<<<<<<<<<<<<
 * 		inner[prevkey] = dtemp
 * 		prevkey = key
*/
      __Pyx_INCREF(__pyx_v_d);
      __Pyx_XDECREF_SET(__pyx_v_dtemp, __pyx_v_d);
    }
    __pyx_L6:;

    /* "humpy_cytoolz/dicttoolz.pyx":874
 * 			d = factory()
 * 			dtemp = d
 * 		inner[prevkey] = dtemp             # <<<<<<<<<<<<<<
 * 		prevkey = key
 * 		inner = dtemp
*/
    if (unlikely((PyObject_SetItem(__pyx_v_inner, __pyx_v_prevkey, __pyx_v_dtemp) < 0))) __PYX_ERR(0, 874, __pyx_L1_error)

    /* "humpy_cytoolz/dicttoolz.pyx":875
 * 			dtemp = d
 * 		inner[prevkey] = dtemp
 * 		prevkey = key             # <<<<<<<<<<<<<<
 * 		inner = dtemp
 * 
*/
    __Pyx_INCREF(__pyx_v_key);
    __Pyx_DECREF_SET(__pyx_v_prevkey, __pyx_v_key);

    /* "humpy_cytoolz/dicttoolz.pyx":876
 * 		inner[prevkey] = dtemp
 * 		prevkey = key
 * 		inner = dtemp             # <<<<<<<<<<<<<<
 * 
 * 	if prevkey in d:
*/
    __Pyx_INCREF(__pyx_v_dtemp);
    __Pyx_DECREF_SET(__pyx_v_inner, __pyx_v_dtemp);

    /* "humpy_cytoolz/dicttoolz.pyx":863
 * 	inner = rv
 * 
 * 	for key in keys:             # <<<<<<<<<<<<<<
 * 		if prevkey in d:
 * 			d = d[prevkey]
*/
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":878
 * 		inner = dtemp
 * 
 * 	if prevkey in d:             # <<<<<<<<<<<<<<
 * 		key = func(d[prevkey])
 * 	else:
*/
  __pyx_t_5 = (__Pyx_PySequence_ContainsTF(__pyx_v_prevkey, __pyx_v_d, Py_EQ)); if (unlikely((__pyx_t_5 < 0))) __PYX_ERR(0, 878, __pyx_L1_error)
  if (__pyx_t_5) {

    /* "humpy_cytoolz/dicttoolz.pyx":879
 * 
 * 	if prevkey in d:
 * 		key = func(d[prevkey])             # <<<<<<<<<<<<<<
 * 	else:
 * 		key = func(default)
*/
    __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_func);
    __pyx_t_1 = __pyx_v_func; 
    __pyx_t_9 = __Pyx_PyObject_GetItem(__pyx_v_d, __pyx_v_prevkey); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 879, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_1);
      assert(__pyx_t_3);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_1, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_3, __pyx_t_9};
      __pyx_t_2 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_1, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 879, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_key, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":878
 * 		inner = dtemp
 * 
 * 	if prevkey in d:             # <<<<<<<<<<<<<<
 * 		key = func(d[prevkey])
 * 	else:
*/
    goto __pyx_L9;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":881
 * 		key = func(d[prevkey])
 * 	else:
 * 		key = func(default)             # <<<<<<<<<<<<<<
 * 	inner[prevkey] = key
 * 	return rv
*/
  /*else*/ {
    __pyx_t_1 = NULL;
    __Pyx_INCREF(__pyx_v_func);
    __pyx_t_9 = __pyx_v_func; 
    __pyx_t_4 = 1;
    #if CYTHON_UNPACK_METHODS
    if (unlikely(PyMethod_Check(__pyx_t_9))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_9);
      assert(__pyx_t_1);
      PyObject* __pyx__function = PyMethod_GET_FUNCTION(__pyx_t_9);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(__pyx__function);
      __Pyx_DECREF_SET(__pyx_t_9, __pyx__function);
      __pyx_t_4 = 0;
    }
    #endif
    {
      PyObject *__pyx_callargs[2] = {__pyx_t_1, __pyx_v_default};
      __pyx_t_2 = __Pyx_PyObject_FastCall((PyObject*)__pyx_t_9, __pyx_callargs+__pyx_t_4, (2-__pyx_t_4) | (__pyx_t_4*__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET));
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 881, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_key, __pyx_t_2);
    __pyx_t_2 = 0;
  }
  __pyx_L9:;

  /* "humpy_cytoolz/dicttoolz.pyx":882
 * 	else:
 * 		key = func(default)
 * 	inner[prevkey] = key             # <<<<<<<<<<<<<<
 * 	return rv
 * 
*/
  if (unlikely((PyObject_SetItem(__pyx_v_inner, __pyx_v_prevkey, __pyx_v_key) < 0))) __PYX_ERR(0, 882, __pyx_L1_error)

  /* "humpy_cytoolz/dicttoolz.pyx":883
 * 		key = func(default)
 * 	inner[prevkey] = key
 * 	return rv             # <<<<<<<<<<<<<<
 * 
 * cdef tuple _get_in_exceptions = (KeyError, IndexError, TypeError)
*/
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_rv);
  __pyx_r = __pyx_v_rv;
  goto __pyx_L0;

  /* "humpy_cytoolz/dicttoolz.pyx":796
 * 	return c_dissoc(d, keys, get_factory('dissoc', kwargs))
 * 
 * cpdef object update_in(object d, object keys, object func, object default=None, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""update_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], func: collections.abc.Callable[[V], V], default: V | None = None, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.update_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_prevkey);
  __Pyx_XDECREF(__pyx_v_key);
  __Pyx_XDECREF(__pyx_v_rv);
  __Pyx_XDECREF(__pyx_v_inner);
  __Pyx_XDECREF(__pyx_v_dtemp);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XDECREF(__pyx_v_keys);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_23update_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_22update_in, "update_in(d, keys, func, default=None, factory=dict)\n\nupdate_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], func: collections.abc.Callable[[V], V], default: V | None = None, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nApply a `Callable` to a value at a nested path in a `Mapping`.\n\n(AI generated docstring)\n\nYou can use `update_in` to produce a copy of `d` with the value at the nested path\nspecified by `keys` replaced by the result of calling `func` on the current value.\n`update_in` creates intermediate `MutableMapping` instances as needed when a key in\n`keys` is absent from `d`. If the innermost key is absent, `func` receives `default`\ninstead of an existing value. `update_in` does not mutate `d` or any nested `Mapping`\nwithin `d`.\n\nParameters\n----------\nd : Mapping[K, V]\n        Source `Mapping`.\nkeys : Sequence[K]\n        Non-empty sequence of keys specifying the nested path to the value to update in `d`.\nfunc : Callable[[V], V]\n        `Callable` applied to the current value at the path in `keys`. If the innermost\n        key is absent from `d`, `func` receives `default`.\ndefault : V | None = None\n        Value passed to `func` when the innermost key is absent from `d`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n        `Callable` that creates each new `MutableMapping`[1] in the result.\n\nReturns\n-------\nmappingUpdated : MutableMapping[K, V]\n        New `MutableMapping` based on `d` with the value at the path specified by `keys`\n        replaced by the result of `func`.\n\nSee Also\n--------\nassoc_in : Create a new `Mapping` from `d` with a value at a nested path.\nget_in : Retrieve a value at a nested path in a `Mapping`.\nassoc : Create a new `Mapping` from `d` with one key associated to a value.\n\nExamples\n--------\n>>> inc = lambda x: x + 1\n>>> update_in({'a': 0}, ['a'], inc)\n{'a': 1}\n\n>>> update_in({}, ['z']"", inc, 0)\n{'z': 1}\n\n>>> update_in({}, [1, 2, 3], str, default=\"bar\")\n{1: {2: {3: 'bar'}}}\n\nReferences\n----------\n[1] Python `collections.abc` module\n        https://docs.python.org/3/library/collections.abc.html");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_23update_in = {"update_in", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_23update_in, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_22update_in};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_23update_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_keys = 0;
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_default = 0;
  PyObject *__pyx_v_factory = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[5] = {0,0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("update_in (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_d,&__pyx_mstate_global->__pyx_n_u_keys,&__pyx_mstate_global->__pyx_n_u_func,&__pyx_mstate_global->__pyx_n_u_default,&__pyx_mstate_global->__pyx_n_u_factory,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 796, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  5:
        values[4] = __Pyx_ArgRef_FASTCALL(__pyx_args, 4);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[4])) __PYX_ERR(0, 796, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 796, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 796, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 796, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 796, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "update_in", 0) < (0)) __PYX_ERR(0, 796, __pyx_L3_error)
      if (!values[3]) values[3] = __Pyx_NewRef(((PyObject *)Py_None));
      if (!values[4]) values[4] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__12);
      for (Py_ssize_t i = __pyx_nargs; i < 3; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("update_in", 0, 3, 5, i); __PYX_ERR(0, 796, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  5:
        values[4] = __Pyx_ArgRef_FASTCALL(__pyx_args, 4);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[4])) __PYX_ERR(0, 796, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 796, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 796, __pyx_L3_error)
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 796, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 796, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[3]) values[3] = __Pyx_NewRef(((PyObject *)Py_None));
      if (!values[4]) values[4] = __Pyx_NewRef(__pyx_mstate_global->__pyx_k__12);
    }
    __pyx_v_d = values[0];
    __pyx_v_keys = values[1];
    __pyx_v_func = values[2];
    __pyx_v_default = values[3];
    __pyx_v_factory = values[4];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("update_in", 0, 3, 5, __pyx_nargs); __PYX_ERR(0, 796, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.update_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_22update_in(__pyx_self, __pyx_v_d, __pyx_v_keys, __pyx_v_func, __pyx_v_default, __pyx_v_factory);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_22update_in(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d, PyObject *__pyx_v_keys, PyObject *__pyx_v_func, PyObject *__pyx_v_default, PyObject *__pyx_v_factory) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_update_in __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("update_in", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 2;
  __pyx_t_2.__pyx_default = __pyx_v_default;
  __pyx_t_2.factory = __pyx_v_factory;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_update_in(__pyx_v_d, __pyx_v_keys, __pyx_v_func, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 796, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.update_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "humpy_cytoolz/dicttoolz.pyx":887
 * cdef tuple _get_in_exceptions = (KeyError, IndexError, TypeError)
 * 
 * cpdef object get_in(object keys, object coll, object default=None, object no_default=False):             # <<<<<<<<<<<<<<
 * 	"""get_in(keys: collections.abc.Sequence[K], coll: humpy_toolz.dicttoolz.SupportsGetItem[K, V], default: Optional[V] = None, no_default: bool = False) -> Optional[V]
 * 
*/

static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_25get_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
static PyObject *__pyx_f_13humpy_cytoolz_9dicttoolz_get_in(PyObject *__pyx_v_keys, PyObject *__pyx_v_coll, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_get_in *__pyx_optional_args) {
  PyObject *__pyx_v_default = ((PyObject *)Py_None);
  PyObject *__pyx_v_no_default = ((PyObject *)Py_False);
  PyObject *__pyx_v_item = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_in", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_default = __pyx_optional_args->__pyx_default;
      if (__pyx_optional_args->__pyx_n > 1) {
        __pyx_v_no_default = __pyx_optional_args->no_default;
      }
    }
  }
  __Pyx_INCREF(__pyx_v_coll);

  /* "humpy_cytoolz/dicttoolz.pyx":961
 * 	"""
 * 	cdef object item
 * 	try:             # <<<<<<<<<<<<<<
 * 		for item in keys:
 * 			coll = coll[item]
*/
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "humpy_cytoolz/dicttoolz.pyx":962
 * 	cdef object item
 * 	try:
 * 		for item in keys:             # <<<<<<<<<<<<<<
 * 			coll = coll[item]
 * 		return coll
*/
      if (likely(PyList_CheckExact(__pyx_v_keys)) || PyTuple_CheckExact(__pyx_v_keys)) {
        __pyx_t_4 = __pyx_v_keys; __Pyx_INCREF(__pyx_t_4);
        __pyx_t_5 = 0;
        __pyx_t_6 = NULL;
      } else {
        __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_keys); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 962, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_4);
        __pyx_t_6 = (CYTHON_COMPILING_IN_LIMITED_API) ? PyIter_Next : __Pyx_PyObject_GetIterNextFunc(__pyx_t_4); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 962, __pyx_L3_error)
      }
      for (;;) {
        if (likely(!__pyx_t_6)) {
          if (likely(PyList_CheckExact(__pyx_t_4))) {
            {
              Py_ssize_t __pyx_temp = __Pyx_PyList_GET_SIZE(__pyx_t_4);
              #if !CYTHON_ASSUME_SAFE_SIZE
              if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 962, __pyx_L3_error)
              #endif
              if (__pyx_t_5 >= __pyx_temp) break;
            }
            __pyx_t_7 = __Pyx_PyList_GetItemRefFast(__pyx_t_4, __pyx_t_5, __Pyx_ReferenceSharing_OwnStrongReference);
            ++__pyx_t_5;
          } else {
            {
              Py_ssize_t __pyx_temp = __Pyx_PyTuple_GET_SIZE(__pyx_t_4);
              #if !CYTHON_ASSUME_SAFE_SIZE
              if (unlikely((__pyx_temp < 0))) __PYX_ERR(0, 962, __pyx_L3_error)
              #endif
              if (__pyx_t_5 >= __pyx_temp) break;
            }
            #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
            __pyx_t_7 = __Pyx_NewRef(PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5));
            #else
            __pyx_t_7 = __Pyx_PySequence_ITEM(__pyx_t_4, __pyx_t_5);
            #endif
            ++__pyx_t_5;
          }
          if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 962, __pyx_L3_error)
        } else {
          __pyx_t_7 = __pyx_t_6(__pyx_t_4);
          if (unlikely(!__pyx_t_7)) {
            PyObject* exc_type = PyErr_Occurred();
            if (exc_type) {
              if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) __PYX_ERR(0, 962, __pyx_L3_error)
              PyErr_Clear();
            }
            break;
          }
        }
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_XDECREF_SET(__pyx_v_item, __pyx_t_7);
        __pyx_t_7 = 0;

        /* "humpy_cytoolz/dicttoolz.pyx":963
 * 	try:
 * 		for item in keys:
 * 			coll = coll[item]             # <<<<<<<<<<<<<<
 * 		return coll
 * 	except _get_in_exceptions:
*/
        __pyx_t_7 = __Pyx_PyObject_GetItem(__pyx_v_coll, __pyx_v_item); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 963, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF_SET(__pyx_v_coll, __pyx_t_7);
        __pyx_t_7 = 0;

        /* "humpy_cytoolz/dicttoolz.pyx":962
 * 	cdef object item
 * 	try:
 * 		for item in keys:             # <<<<<<<<<<<<<<
 * 			coll = coll[item]
 * 		return coll
*/
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

      /* "humpy_cytoolz/dicttoolz.pyx":964
 * 		for item in keys:
 * 			coll = coll[item]
 * 		return coll             # <<<<<<<<<<<<<<
 * 	except _get_in_exceptions:
 * 		if no_default:
*/
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_coll);
      __pyx_r = __pyx_v_coll;
      goto __pyx_L7_try_return;

      /* "humpy_cytoolz/dicttoolz.pyx":961
 * 	"""
 * 	cdef object item
 * 	try:             # <<<<<<<<<<<<<<
 * 		for item in keys:
 * 			coll = coll[item]
*/
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;

    /* "humpy_cytoolz/dicttoolz.pyx":965
 * 			coll = coll[item]
 * 		return coll
 * 	except _get_in_exceptions:             # <<<<<<<<<<<<<<
 * 		if no_default:
 * 			raise
*/
    __pyx_t_8 = __Pyx_PyErr_ExceptionMatches(__pyx_v_13humpy_cytoolz_9dicttoolz__get_in_exceptions);
    if (__pyx_t_8) {
      __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.get_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_7, &__pyx_t_9) < 0) __PYX_ERR(0, 965, __pyx_L5_except_error)
      __Pyx_XGOTREF(__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_7);
      __Pyx_XGOTREF(__pyx_t_9);

      /* "humpy_cytoolz/dicttoolz.pyx":966
 * 		return coll
 * 	except _get_in_exceptions:
 * 		if no_default:             # <<<<<<<<<<<<<<
 * 			raise
 * 		return default
*/
      __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_v_no_default); if (unlikely((__pyx_t_10 < 0))) __PYX_ERR(0, 966, __pyx_L5_except_error)
      if (unlikely(__pyx_t_10)) {

        /* "humpy_cytoolz/dicttoolz.pyx":967
 * 	except _get_in_exceptions:
 * 		if no_default:
 * 			raise             # <<<<<<<<<<<<<<
 * 		return default
*/
        __Pyx_GIVEREF(__pyx_t_4);
        __Pyx_GIVEREF(__pyx_t_7);
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_ErrRestoreWithState(__pyx_t_4, __pyx_t_7, __pyx_t_9);
        __pyx_t_4 = 0;  __pyx_t_7 = 0;  __pyx_t_9 = 0; 
        __PYX_ERR(0, 967, __pyx_L5_except_error)

        /* "humpy_cytoolz/dicttoolz.pyx":966
 * 		return coll
 * 	except _get_in_exceptions:
 * 		if no_default:             # <<<<<<<<<<<<<<
 * 			raise
 * 		return default
*/
      }

      /* "humpy_cytoolz/dicttoolz.pyx":968
 * 		if no_default:
 * 			raise
 * 		return default             # <<<<<<<<<<<<<<
*/
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_default);
      __pyx_r = __pyx_v_default;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;

    /* "humpy_cytoolz/dicttoolz.pyx":961
 * 	"""
 * 	cdef object item
 * 	try:             # <<<<<<<<<<<<<<
 * 		for item in keys:
 * 			coll = coll[item]
*/
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
  }

  /* "humpy_cytoolz/dicttoolz.pyx":887
 * cdef tuple _get_in_exceptions = (KeyError, IndexError, TypeError)
 * 
 * cpdef object get_in(object keys, object coll, object default=None, object no_default=False):             # <<<<<<<<<<<<<<
 * 	"""get_in(keys: collections.abc.Sequence[K], coll: humpy_toolz.dicttoolz.SupportsGetItem[K, V], default: Optional[V] = None, no_default: bool = False) -> Optional[V]
 * 
*/

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.get_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_item);
  __Pyx_XDECREF(__pyx_v_coll);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_25get_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
); /*proto*/
PyDoc_STRVAR(__pyx_doc_13humpy_cytoolz_9dicttoolz_24get_in, "get_in(keys, coll, default=None, no_default=False)\n\nget_in(keys: collections.abc.Sequence[K], coll: humpy_toolz.dicttoolz.SupportsGetItem[K, V], default: Optional[V] = None, no_default: bool = False) -> Optional[V]\n\nRetrieve a value from a potentially nested `coll` (***coll***ection) using a `Sequence` of `keys`.\n\n(AI generated docstring)\n\nYou can use `get_in` to navigate into a nested `coll` (***coll***ection) by following a\nsequence of `keys`. `get_in` applies each key in `keys` sequentially using\n`operator.getitem`[1]. If the path does not exist, `get_in` returns `default`. If\n`no_default` is `True`, `get_in` re-raises the original exception instead of returning\n`default`.\n\nParameters\n----------\nkeys : Sequence[K]\n        Sequence of keys that describes the path to traverse in `coll`.\ncoll : SupportsGetItem[K, V]\n        Collection to traverse. `get_in` applies each key in `keys` to the current `coll`\n        using `operator.getitem`[1], so `coll` can be any nested structure such as a `dict`\n        or `list`.\ndefault : V | None = None\n        Value to return when the path in `keys` does not exist in `coll`.\nno_default : bool = False\n        When `True`, re-raise the original `KeyError`, `IndexError`, or `TypeError`\n        instead of returning `default`.\n\nReturns\n-------\nvalue : V | None\n        The value at the nested path in `coll`, or `default` if the path does not exist.\n\nRaises\n------\nKeyError\n        When `no_default` is `True` and a key is missing from a mapping.\nIndexError\n        When `no_default` is `True` and an index is out of range.\nTypeError\n        When `no_default` is `True` and a key type is incompatible with `coll`.\n\nSee Also\n--------\nitertoolz.get : Retrieve a value or values from a collection.\noperator.getitem : Return the value at a given key in a collection.\nassoc_in : Create a new `Mapping` from `d` with a value at a nested path.\nupdate_in : Apply a `Callable` to a value at a nested path in a ""`Mapping`.\n\nExamples\n--------\n>>> transaction = {'name': 'Alice',\n...                'purchase': {'items': ['Apple', 'Orange'],\n...                             'costs': [0.50, 1.25]},\n...                'credit card': '5555-1234-1234-1234'}\n>>> get_in(['purchase', 'items', 0], transaction)\n'Apple'\n>>> get_in(['name'], transaction)\n'Alice'\n>>> get_in(['purchase', 'total'], transaction)\n>>> get_in(['purchase', 'items', 'apple'], transaction)\n>>> get_in(['purchase', 'items', 10], transaction)\n>>> get_in(['purchase', 'total'], transaction, 0)\n0\n>>> get_in(['y'], {}, no_default=True)\nTraceback (most recent call last):\n        ...\nKeyError: 'y'\n\nReferences\n----------\n[1] Python `operator` module\n        https://docs.python.org/3/library/operator.html#operator.getitem");
static PyMethodDef __pyx_mdef_13humpy_cytoolz_9dicttoolz_25get_in = {"get_in", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_25get_in, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_24get_in};
static PyObject *__pyx_pw_13humpy_cytoolz_9dicttoolz_25get_in(PyObject *__pyx_self, 
#if CYTHON_METH_FASTCALL
PyObject *const *__pyx_args, Py_ssize_t __pyx_nargs, PyObject *__pyx_kwds
#else
PyObject *__pyx_args, PyObject *__pyx_kwds
#endif
) {
  PyObject *__pyx_v_keys = 0;
  PyObject *__pyx_v_coll = 0;
  PyObject *__pyx_v_default = 0;
  PyObject *__pyx_v_no_default = 0;
  #if !CYTHON_METH_FASTCALL
  CYTHON_UNUSED Py_ssize_t __pyx_nargs;
  #endif
  CYTHON_UNUSED PyObject *const *__pyx_kwvalues;
  PyObject* values[4] = {0,0,0,0};
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_in (wrapper)", 0);
  #if !CYTHON_METH_FASTCALL
  #if CYTHON_ASSUME_SAFE_SIZE
  __pyx_nargs = PyTuple_GET_SIZE(__pyx_args);
  #else
  __pyx_nargs = PyTuple_Size(__pyx_args); if (unlikely(__pyx_nargs < 0)) return NULL;
  #endif
  #endif
  __pyx_kwvalues = __Pyx_KwValues_FASTCALL(__pyx_args, __pyx_nargs);
  {
    PyObject ** const __pyx_pyargnames[] = {&__pyx_mstate_global->__pyx_n_u_keys,&__pyx_mstate_global->__pyx_n_u_coll,&__pyx_mstate_global->__pyx_n_u_default,&__pyx_mstate_global->__pyx_n_u_no_default,0};
    const Py_ssize_t __pyx_kwds_len = (__pyx_kwds) ? __Pyx_NumKwargs_FASTCALL(__pyx_kwds) : 0;
    if (unlikely(__pyx_kwds_len) < 0) __PYX_ERR(0, 887, __pyx_L3_error)
    if (__pyx_kwds_len > 0) {
      switch (__pyx_nargs) {
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 887, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 887, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 887, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  1:
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 887, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      const Py_ssize_t kwd_pos_args = __pyx_nargs;
      if (__Pyx_ParseKeywords(__pyx_kwds, __pyx_kwvalues, __pyx_pyargnames, 0, values, kwd_pos_args, __pyx_kwds_len, "get_in", 0) < (0)) __PYX_ERR(0, 887, __pyx_L3_error)
      if (!values[2]) values[2] = __Pyx_NewRef(((PyObject *)Py_None));
      if (!values[3]) values[3] = __Pyx_NewRef(((PyObject *)Py_False));
      for (Py_ssize_t i = __pyx_nargs; i < 2; i++) {
        if (unlikely(!values[i])) { __Pyx_RaiseArgtupleInvalid("get_in", 0, 2, 4, i); __PYX_ERR(0, 887, __pyx_L3_error) }
      }
    } else {
      switch (__pyx_nargs) {
        case  4:
        values[3] = __Pyx_ArgRef_FASTCALL(__pyx_args, 3);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[3])) __PYX_ERR(0, 887, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  3:
        values[2] = __Pyx_ArgRef_FASTCALL(__pyx_args, 2);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[2])) __PYX_ERR(0, 887, __pyx_L3_error)
        CYTHON_FALLTHROUGH;
        case  2:
        values[1] = __Pyx_ArgRef_FASTCALL(__pyx_args, 1);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[1])) __PYX_ERR(0, 887, __pyx_L3_error)
        values[0] = __Pyx_ArgRef_FASTCALL(__pyx_args, 0);
        if (!CYTHON_ASSUME_SAFE_MACROS && unlikely(!values[0])) __PYX_ERR(0, 887, __pyx_L3_error)
        break;
        default: goto __pyx_L5_argtuple_error;
      }
      if (!values[2]) values[2] = __Pyx_NewRef(((PyObject *)Py_None));
      if (!values[3]) values[3] = __Pyx_NewRef(((PyObject *)Py_False));
    }
    __pyx_v_keys = values[0];
    __pyx_v_coll = values[1];
    __pyx_v_default = values[2];
    __pyx_v_no_default = values[3];
  }
  goto __pyx_L6_skip;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_in", 0, 2, 4, __pyx_nargs); __PYX_ERR(0, 887, __pyx_L3_error)
  __pyx_L6_skip:;
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.get_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_13humpy_cytoolz_9dicttoolz_24get_in(__pyx_self, __pyx_v_keys, __pyx_v_coll, __pyx_v_default, __pyx_v_no_default);

  /* function exit code */
  for (Py_ssize_t __pyx_temp=0; __pyx_temp < (Py_ssize_t)(sizeof(values)/sizeof(values[0])); ++__pyx_temp) {
    Py_XDECREF(values[__pyx_temp]);
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_13humpy_cytoolz_9dicttoolz_24get_in(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_keys, PyObject *__pyx_v_coll, PyObject *__pyx_v_default, PyObject *__pyx_v_no_default) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_get_in __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_in", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 2;
  __pyx_t_2.__pyx_default = __pyx_v_default;
  __pyx_t_2.no_default = __pyx_v_no_default;
  __pyx_t_1 = __pyx_f_13humpy_cytoolz_9dicttoolz_get_in(__pyx_v_keys, __pyx_v_coll, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 887, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("humpy_cytoolz.dicttoolz.get_in", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
/* #### Code section: module_exttypes ### */

static PyObject *__pyx_tp_new_13humpy_cytoolz_9dicttoolz__iter_mapping(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *p;
  PyObject *o;
  o = __Pyx_AllocateExtensionType(t, 0);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)o);
  p->it = Py_None; Py_INCREF(Py_None);
  p->cur = Py_None; Py_INCREF(Py_None);
  if (unlikely(__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_1__cinit__(o, a, k) < 0)) goto bad;
  return o;
  bad:
  Py_DECREF(o); o = 0;
  return NULL;
}

static void __pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz__iter_mapping(PyObject *o) {
  struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *p = (struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz__iter_mapping) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->it);
  Py_CLEAR(p->cur);
  PyTypeObject *tp = Py_TYPE(o);
  #if CYTHON_USE_TYPE_SLOTS
  (*tp->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
  #if CYTHON_USE_TYPE_SPECS
  Py_DECREF(tp);
  #endif
}

static int __pyx_tp_traverse_13humpy_cytoolz_9dicttoolz__iter_mapping(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *p = (struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->it) {
    e = (*v)(p->it, a); if (e) return e;
  }
  if (p->cur) {
    e = (*v)(p->cur, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_13humpy_cytoolz_9dicttoolz__iter_mapping(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *p = (struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping *)o;
  tmp = ((PyObject*)p->it);
  p->it = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->cur);
  p->cur = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_specialmethod___pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_5__next__(PyObject *self, CYTHON_UNUSED PyObject *arg) {
  PyObject *res = __pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_5__next__(self);
  if (!res && !PyErr_Occurred()) { PyErr_SetNone(PyExc_StopIteration); }
  return res;
}

static PyMethodDef __pyx_methods_13humpy_cytoolz_9dicttoolz__iter_mapping[] = {
  {"__next__", (PyCFunction)__pyx_specialmethod___pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_5__next__, METH_NOARGS|METH_COEXIST, 0},
  {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_7__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_13_iter_mapping_6__reduce_cython__},
  {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_9__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, __pyx_doc_13humpy_cytoolz_9dicttoolz_13_iter_mapping_8__setstate_cython__},
  {0, 0, 0, 0}
};
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz__iter_mapping},
  {Py_tp_doc, (void *)PyDoc_STR(" Keep a handle on the current item to prevent memory clean up too early")},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_13humpy_cytoolz_9dicttoolz__iter_mapping},
  {Py_tp_clear, (void *)__pyx_tp_clear_13humpy_cytoolz_9dicttoolz__iter_mapping},
  {Py_tp_iter, (void *)__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_3__iter__},
  {Py_tp_iternext, (void *)__pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_5__next__},
  {Py_tp_methods, (void *)__pyx_methods_13humpy_cytoolz_9dicttoolz__iter_mapping},
  {Py_tp_new, (void *)__pyx_tp_new_13humpy_cytoolz_9dicttoolz__iter_mapping},
  {0, 0},
};
static PyType_Spec __pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping_spec = {
  "humpy_cytoolz.dicttoolz._iter_mapping",
  sizeof(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC,
  __pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping_slots,
};
#else

static PyTypeObject __pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping = {
  PyVarObject_HEAD_INIT(0, 0)
  "humpy_cytoolz.dicttoolz.""_iter_mapping", /*tp_name*/
  sizeof(struct __pyx_obj_13humpy_cytoolz_9dicttoolz__iter_mapping), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz__iter_mapping, /*tp_dealloc*/
  0, /*tp_vectorcall_offset*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  PyDoc_STR(" Keep a handle on the current item to prevent memory clean up too early"), /*tp_doc*/
  __pyx_tp_traverse_13humpy_cytoolz_9dicttoolz__iter_mapping, /*tp_traverse*/
  __pyx_tp_clear_13humpy_cytoolz_9dicttoolz__iter_mapping, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_3__iter__, /*tp_iter*/
  __pyx_pw_13humpy_cytoolz_9dicttoolz_13_iter_mapping_5__next__, /*tp_iternext*/
  __pyx_methods_13humpy_cytoolz_9dicttoolz__iter_mapping, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_13humpy_cytoolz_9dicttoolz__iter_mapping, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if PY_VERSION_HEX >= 0x030d00A4
  0, /*tp_versions_used*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#endif

static PyObject *__pyx_tp_new_13humpy_cytoolz_9dicttoolz___pyx_defaults(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  o = __Pyx_AllocateExtensionType(t, 1);
  if (unlikely(!o)) return 0;
  return o;
}

static void __pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz___pyx_defaults(PyObject *o) {
  struct __pyx_defaults *p = (struct __pyx_defaults *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) {
    if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz___pyx_defaults) {
      if (PyObject_CallFinalizerFromDealloc(o)) return;
    }
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->arg0);
  PyTypeObject *tp = Py_TYPE(o);
  #if CYTHON_USE_TYPE_SLOTS
  (*tp->tp_free)(o);
  #else
  {
    freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free);
    if (tp_free) tp_free(o);
  }
  #endif
  #if CYTHON_USE_TYPE_SPECS
  Py_DECREF(tp);
  #endif
}

static int __pyx_tp_traverse_13humpy_cytoolz_9dicttoolz___pyx_defaults(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_defaults *p = (struct __pyx_defaults *)o;
  {
    e = __Pyx_call_type_traverse(o, 1, v, a);
    if (e) return e;
  }
  if (p->arg0) {
    e = (*v)(p->arg0, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_13humpy_cytoolz_9dicttoolz___pyx_defaults(PyObject *o) {
  PyObject* tmp;
  struct __pyx_defaults *p = (struct __pyx_defaults *)o;
  tmp = ((PyObject*)p->arg0);
  p->arg0 = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
#if CYTHON_USE_TYPE_SPECS
static PyType_Slot __pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults_slots[] = {
  {Py_tp_dealloc, (void *)__pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz___pyx_defaults},
  {Py_tp_traverse, (void *)__pyx_tp_traverse_13humpy_cytoolz_9dicttoolz___pyx_defaults},
  {Py_tp_clear, (void *)__pyx_tp_clear_13humpy_cytoolz_9dicttoolz___pyx_defaults},
  {Py_tp_new, (void *)__pyx_tp_new_13humpy_cytoolz_9dicttoolz___pyx_defaults},
  {0, 0},
};
static PyType_Spec __pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults_spec = {
  "humpy_cytoolz.dicttoolz.__pyx_defaults",
  sizeof(struct __pyx_defaults),
  0,
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC,
  __pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults_slots,
};
#else

static PyTypeObject __pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults = {
  PyVarObject_HEAD_INIT(0, 0)
  "humpy_cytoolz.dicttoolz.""__pyx_defaults", /*tp_name*/
  sizeof(struct __pyx_defaults), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_13humpy_cytoolz_9dicttoolz___pyx_defaults, /*tp_dealloc*/
  0, /*tp_vectorcall_offset*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  0, /*tp_as_async*/
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_13humpy_cytoolz_9dicttoolz___pyx_defaults, /*tp_traverse*/
  __pyx_tp_clear_13humpy_cytoolz_9dicttoolz___pyx_defaults, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  #if !CYTHON_USE_TYPE_SPECS
  0, /*tp_dictoffset*/
  #endif
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_13humpy_cytoolz_9dicttoolz___pyx_defaults, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if CYTHON_USE_TP_FINALIZE
  0, /*tp_finalize*/
  #else
  NULL, /*tp_finalize*/
  #endif
  #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800
  0, /*tp_vectorcall*/
  #endif
  #if __PYX_NEED_TP_PRINT_SLOT == 1
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030C0000
  0, /*tp_watched*/
  #endif
  #if PY_VERSION_HEX >= 0x030d00A4
  0, /*tp_versions_used*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000
  0, /*tp_pypy_flags*/
  #endif
};
#endif

static PyMethodDef __pyx_methods[] = {
  {0, 0, 0, 0}
};
/* #### Code section: initfunc_declarations ### */
static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_InitConstants(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(__pyx_mstatetype *__pyx_mstate); /*proto*/
static CYTHON_SMALL_CODE int __Pyx_CreateCodeObjects(__pyx_mstatetype *__pyx_mstate); /*proto*/
/* #### Code section: init_module ### */

static int __Pyx_modinit_global_init_code(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  __Pyx_RefNannySetupContext("__Pyx_modinit_global_init_code", 0);
  /*--- Global init code ---*/
  __pyx_v_13humpy_cytoolz_9dicttoolz_Mapping = Py_None; Py_INCREF(Py_None);
  __pyx_v_13humpy_cytoolz_9dicttoolz__get_in_exceptions = ((PyObject*)Py_None); Py_INCREF(Py_None);
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_variable_export_code(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_export_code", 0);
  /*--- Variable export code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_function_export_code(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_function_export_code", 0);
  /*--- Function export code ---*/
  {
    __pyx_t_1 = __Pyx_ApiExport_GetApiDict(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    const char * __pyx_export_signature = __Pyx_PyBytes_AsString(__pyx_mstate_global->__pyx_kp_b_PyObject_PyObject_PyObject_PyObj);
    #if !CYTHON_ASSUME_SAFE_MACROS
    if (unlikely(!__pyx_export_signature)) __PYX_ERR(0, 1, __pyx_L1_error)
    #endif
    const char * __pyx_export_name = __pyx_export_signature + 1896;
    void (*const __pyx_export_pointers[])(void) = {(void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_assoc, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_assoc_in, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_update_in, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_get_in, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_itemfilter, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_itemmap, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_keyfilter, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_keymap, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_valfilter, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_valmap, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_c_dissoc, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_c_merge_with, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_c_merge, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_get_map_iter, (void (*)(void))&__pyx_f_13humpy_cytoolz_9dicttoolz_PyMapping_Next, (void (*)(void)) NULL};
    void (*const *__pyx_export_pointer)(void) = __pyx_export_pointers;
    const char *__pyx_export_current_signature = __pyx_export_signature;
    while (*__pyx_export_pointer) {
      if (__Pyx_ExportFunction(__pyx_t_1, __pyx_export_name, *__pyx_export_pointer, __pyx_export_current_signature) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
      ++__pyx_export_pointer;
      __pyx_export_name = strchr(__pyx_export_name, '\0') + 1;
      __pyx_export_signature = strchr(__pyx_export_signature, '\0') + 1;
      if (*__pyx_export_signature != '\0') __pyx_export_current_signature = __pyx_export_signature;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_type_init_code(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_type_init_code", 0);
  /*--- Type init code ---*/
  #if CYTHON_USE_TYPE_SPECS
  __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping = (PyTypeObject *) __Pyx_PyType_FromModuleAndSpec(__pyx_m, &__pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping_spec, NULL); if (unlikely(!__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping)) __PYX_ERR(0, 25, __pyx_L1_error)
  if (__Pyx_fix_up_extension_type_from_spec(&__pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping_spec, __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping) < (0)) __PYX_ERR(0, 25, __pyx_L1_error)
  #else
  __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping = &__pyx_type_13humpy_cytoolz_9dicttoolz__iter_mapping;
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  #endif
  #if !CYTHON_USE_TYPE_SPECS
  if (__Pyx_PyType_Ready(__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping) < (0)) __PYX_ERR(0, 25, __pyx_L1_error)
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount((PyObject*)__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping);
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping->tp_dictoffset && __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping->tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping->tp_getattro = PyObject_GenericGetAttr;
  }
  #endif
  if (PyObject_SetAttr(__pyx_m, __pyx_mstate_global->__pyx_n_u_iter_mapping, (PyObject *) __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping) < (0)) __PYX_ERR(0, 25, __pyx_L1_error)
  if (__Pyx_setup_reduce((PyObject *) __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz__iter_mapping) < (0)) __PYX_ERR(0, 25, __pyx_L1_error)
  #if CYTHON_USE_TYPE_SPECS
  __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults = (PyTypeObject *) __Pyx_PyType_FromModuleAndSpec(__pyx_m, &__pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults_spec, NULL); if (unlikely(!__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults)) __PYX_ERR(0, 98, __pyx_L1_error)
  if (__Pyx_fix_up_extension_type_from_spec(&__pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults_spec, __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults) < (0)) __PYX_ERR(0, 98, __pyx_L1_error)
  #else
  __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults = &__pyx_type_13humpy_cytoolz_9dicttoolz___pyx_defaults;
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  #endif
  #if !CYTHON_USE_TYPE_SPECS
  if (__Pyx_PyType_Ready(__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults) < (0)) __PYX_ERR(0, 98, __pyx_L1_error)
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount((PyObject*)__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults);
  #endif
  #if !CYTHON_COMPILING_IN_LIMITED_API
  if ((CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP) && likely(!__pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults->tp_dictoffset && __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults->tp_getattro == PyObject_GenericGetAttr)) {
    __pyx_mstate->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults->tp_getattro = PyObject_GenericGetAttr;
  }
  #endif
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_type_import_code(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0);
  /*--- Type import code ---*/
  __pyx_t_1 = PyImport_ImportModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 9, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_mstate->__pyx_ptype_7cpython_4type_type = __Pyx_ImportType_3_2_4(__pyx_t_1, __Pyx_BUILTIN_MODULE_NAME, "type",
  #if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000
  sizeof(PyTypeObject), __PYX_GET_STRUCT_ALIGNMENT_3_2_4(PyTypeObject),
  #elif CYTHON_COMPILING_IN_LIMITED_API
  0, 0,
  #else
  sizeof(PyHeapTypeObject), __PYX_GET_STRUCT_ALIGNMENT_3_2_4(PyHeapTypeObject),
  #endif
  __Pyx_ImportType_CheckSize_Warn_3_2_4); if (!__pyx_mstate->__pyx_ptype_7cpython_4type_type) __PYX_ERR(2, 9, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_modinit_variable_import_code(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  __Pyx_RefNannySetupContext("__Pyx_modinit_variable_import_code", 0);
  /*--- Variable import code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

static int __Pyx_modinit_function_import_code(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  __Pyx_RefNannySetupContext("__Pyx_modinit_function_import_code", 0);
  /*--- Function import code ---*/
  __Pyx_RefNannyFinishContext();
  return 0;
}

#if CYTHON_PEP489_MULTI_PHASE_INIT
static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/
static int __pyx_pymod_exec_dicttoolz(PyObject* module); /*proto*/
static PyModuleDef_Slot __pyx_moduledef_slots[] = {
  {Py_mod_create, (void*)__pyx_pymod_create},
  {Py_mod_exec, (void*)__pyx_pymod_exec_dicttoolz},
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
  {Py_mod_gil, __Pyx_FREETHREADING_COMPATIBLE},
  #endif
  #if PY_VERSION_HEX >= 0x030C0000 && CYTHON_USE_MODULE_STATE
  {Py_mod_multiple_interpreters, Py_MOD_MULTIPLE_INTERPRETERS_NOT_SUPPORTED},
  #endif
  {0, NULL}
};
#endif

#ifdef __cplusplus
namespace {
  struct PyModuleDef __pyx_moduledef =
  #else
  static struct PyModuleDef __pyx_moduledef =
  #endif
  {
      PyModuleDef_HEAD_INIT,
      "dicttoolz",
      0, /* m_doc */
    #if CYTHON_USE_MODULE_STATE
      sizeof(__pyx_mstatetype), /* m_size */
    #else
      (CYTHON_PEP489_MULTI_PHASE_INIT) ? 0 : -1, /* m_size */
    #endif
      __pyx_methods /* m_methods */,
    #if CYTHON_PEP489_MULTI_PHASE_INIT
      __pyx_moduledef_slots, /* m_slots */
    #else
      NULL, /* m_reload */
    #endif
    #if CYTHON_USE_MODULE_STATE
      __pyx_m_traverse, /* m_traverse */
      __pyx_m_clear, /* m_clear */
      NULL /* m_free */
    #else
      NULL, /* m_traverse */
      NULL, /* m_clear */
      NULL /* m_free */
    #endif
  };
  #ifdef __cplusplus
} /* anonymous namespace */
#endif

/* PyModInitFuncType */
#ifndef CYTHON_NO_PYINIT_EXPORT
  #define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC
#else
  #ifdef __cplusplus
  #define __Pyx_PyMODINIT_FUNC extern "C" PyObject *
  #else
  #define __Pyx_PyMODINIT_FUNC PyObject *
  #endif
#endif

__Pyx_PyMODINIT_FUNC PyInit_dicttoolz(void) CYTHON_SMALL_CODE; /*proto*/
__Pyx_PyMODINIT_FUNC PyInit_dicttoolz(void)
#if CYTHON_PEP489_MULTI_PHASE_INIT
{
  return PyModuleDef_Init(&__pyx_moduledef);
}
/* ModuleCreationPEP489 */
#if CYTHON_COMPILING_IN_LIMITED_API && (__PYX_LIMITED_VERSION_HEX < 0x03090000\
      || ((defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)) && __PYX_LIMITED_VERSION_HEX < 0x030A0000))
static PY_INT64_T __Pyx_GetCurrentInterpreterId(void) {
    {
        PyObject *module = PyImport_ImportModule("_interpreters"); // 3.13+ I think
        if (!module) {
            PyErr_Clear(); // just try the 3.8-3.12 version
            module = PyImport_ImportModule("_xxsubinterpreters");
            if (!module) goto bad;
        }
        PyObject *current = PyObject_CallMethod(module, "get_current", NULL);
        Py_DECREF(module);
        if (!current) goto bad;
        if (PyTuple_Check(current)) {
            PyObject *new_current = PySequence_GetItem(current, 0);
            Py_DECREF(current);
            current = new_current;
            if (!new_current) goto bad;
        }
        long long as_c_int = PyLong_AsLongLong(current);
        Py_DECREF(current);
        return as_c_int;
    }
  bad:
    PySys_WriteStderr("__Pyx_GetCurrentInterpreterId failed. Try setting the C define CYTHON_PEP489_MULTI_PHASE_INIT=0\n");
    return -1;
}
#endif
#if !CYTHON_USE_MODULE_STATE
static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) {
    static PY_INT64_T main_interpreter_id = -1;
#if CYTHON_COMPILING_IN_GRAAL && defined(GRAALPY_VERSION_NUM) && GRAALPY_VERSION_NUM > 0x19000000
    PY_INT64_T current_id = GraalPyInterpreterState_GetIDFromThreadState(PyThreadState_Get());
#elif CYTHON_COMPILING_IN_GRAAL
    PY_INT64_T current_id = PyInterpreterState_GetIDFromThreadState(PyThreadState_Get());
#elif CYTHON_COMPILING_IN_LIMITED_API && (__PYX_LIMITED_VERSION_HEX < 0x03090000\
      || ((defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)) && __PYX_LIMITED_VERSION_HEX < 0x030A0000))
    PY_INT64_T current_id = __Pyx_GetCurrentInterpreterId();
#elif CYTHON_COMPILING_IN_LIMITED_API
    PY_INT64_T current_id = PyInterpreterState_GetID(PyInterpreterState_Get());
#else
    PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp);
#endif
    if (unlikely(current_id == -1)) {
        return -1;
    }
    if (main_interpreter_id == -1) {
        main_interpreter_id = current_id;
        return 0;
    } else if (unlikely(main_interpreter_id != current_id)) {
        PyErr_SetString(
            PyExc_ImportError,
            "Interpreter change detected - this module can only be loaded into one interpreter per process.");
        return -1;
    }
    return 0;
}
#endif
static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, PyObject *moddict, const char* from_name, const char* to_name, int allow_none)
{
    PyObject *value = PyObject_GetAttrString(spec, from_name);
    int result = 0;
    if (likely(value)) {
        if (allow_none || value != Py_None) {
            result = PyDict_SetItemString(moddict, to_name, value);
        }
        Py_DECREF(value);
    } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Clear();
    } else {
        result = -1;
    }
    return result;
}
static CYTHON_SMALL_CODE PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def) {
    PyObject *module = NULL, *moddict, *modname;
    CYTHON_UNUSED_VAR(def);
    #if !CYTHON_USE_MODULE_STATE
    if (__Pyx_check_single_interpreter())
        return NULL;
    #endif
    if (__pyx_m)
        return __Pyx_NewRef(__pyx_m);
    modname = PyObject_GetAttrString(spec, "name");
    if (unlikely(!modname)) goto bad;
    module = PyModule_NewObject(modname);
    Py_DECREF(modname);
    if (unlikely(!module)) goto bad;
    moddict = PyModule_GetDict(module);
    if (unlikely(!moddict)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "loader", "__loader__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "origin", "__file__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "parent", "__package__", 1) < 0)) goto bad;
    if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "submodule_search_locations", "__path__", 0) < 0)) goto bad;
    return module;
bad:
    Py_XDECREF(module);
    return NULL;
}


static CYTHON_SMALL_CODE int __pyx_pymod_exec_dicttoolz(PyObject *__pyx_pyinit_module)
#endif
{
  int stringtab_initialized = 0;
  #if CYTHON_USE_MODULE_STATE
  int pystate_addmodule_run = 0;
  #endif
  __pyx_mstatetype *__pyx_mstate = NULL;
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  if (__pyx_m) {
    if (__pyx_m == __pyx_pyinit_module) return 0;
    PyErr_SetString(PyExc_RuntimeError, "Module 'dicttoolz' has already been imported. Re-initialisation is not supported.");
    return -1;
  }
  #else
  if (__pyx_m) return __Pyx_NewRef(__pyx_m);
  #endif
  /*--- Module creation code ---*/
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  __pyx_t_1 = __pyx_pyinit_module;
  Py_INCREF(__pyx_t_1);
  #else
  __pyx_t_1 = PyModule_Create(&__pyx_moduledef); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #if CYTHON_USE_MODULE_STATE
  {
    int add_module_result = __Pyx_State_AddModule(__pyx_t_1, &__pyx_moduledef);
    __pyx_t_1 = 0; /* transfer ownership from __pyx_t_1 to "dicttoolz" pseudovariable */
    if (unlikely((add_module_result < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
    pystate_addmodule_run = 1;
  }
  #else
  __pyx_m = __pyx_t_1;
  #endif
  #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
  PyUnstable_Module_SetGIL(__pyx_m, Py_MOD_GIL_NOT_USED);
  #endif
  __pyx_mstate = __pyx_mstate_global;
  CYTHON_UNUSED_VAR(__pyx_t_1);
  __pyx_mstate->__pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_mstate->__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error)
  Py_INCREF(__pyx_mstate->__pyx_d);
  __pyx_mstate->__pyx_b = __Pyx_PyImport_AddModuleRef(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_mstate->__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_mstate->__pyx_cython_runtime = __Pyx_PyImport_AddModuleRef("cython_runtime"); if (unlikely(!__pyx_mstate->__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_mstate->__pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  /* ImportRefnannyAPI */
  #if CYTHON_REFNANNY
  __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
  if (!__Pyx_RefNanny) {
    PyErr_Clear();
    __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
    if (!__Pyx_RefNanny)
        Py_FatalError("failed to import 'refnanny' module");
  }
  #endif
  
__Pyx_RefNannySetupContext("PyInit_dicttoolz", 0);
  __Pyx_init_runtime_version();
  if (__Pyx_check_binary_version(__PYX_LIMITED_VERSION_HEX, __Pyx_get_runtime_version(), CYTHON_COMPILING_IN_LIMITED_API) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_mstate->__pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_mstate->__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_mstate->__pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_mstate->__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_mstate->__pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); if (unlikely(!__pyx_mstate->__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Library function declarations ---*/
  /*--- Initialize various global constants etc. ---*/
  if (__Pyx_InitConstants(__pyx_mstate) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  stringtab_initialized = 1;
  if (__Pyx_InitGlobals() < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (__pyx_module_is_main_humpy_cytoolz__dicttoolz) {
    if (PyObject_SetAttr(__pyx_m, __pyx_mstate_global->__pyx_n_u_name, __pyx_mstate_global->__pyx_n_u_main) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  }
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error)
    if (!PyDict_GetItemString(modules, "humpy_cytoolz.dicttoolz")) {
      if (unlikely((PyDict_SetItemString(modules, "humpy_cytoolz.dicttoolz", __pyx_m) < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
    }
  }
  /*--- Builtin init code ---*/
  if (__Pyx_InitCachedBuiltins(__pyx_mstate) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Constants init code ---*/
  if (__Pyx_InitCachedConstants(__pyx_mstate) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (__Pyx_CreateCodeObjects(__pyx_mstate) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Global type/function init code ---*/
  (void)__Pyx_modinit_global_init_code(__pyx_mstate);
  (void)__Pyx_modinit_variable_export_code(__pyx_mstate);
  if (unlikely((__Pyx_modinit_function_export_code(__pyx_mstate) < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
  if (unlikely((__Pyx_modinit_type_init_code(__pyx_mstate) < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
  if (unlikely((__Pyx_modinit_type_import_code(__pyx_mstate) < 0))) __PYX_ERR(0, 1, __pyx_L1_error)
  (void)__Pyx_modinit_variable_import_code(__pyx_mstate);
  (void)__Pyx_modinit_function_import_code(__pyx_mstate);
  /*--- Execution code ---*/

  /* "humpy_cytoolz/dicttoolz.pyx":14
 * from humpy_cytoolz.cpython cimport PyDict_Next_Compat, PtrIter_Next
 * 
 * from collections import abc             # <<<<<<<<<<<<<<
 * 
 * # cdef aliases to eliminate global lookups
*/
  {
    PyObject* const __pyx_imported_names[] = {__pyx_mstate_global->__pyx_n_u_abc};
    __pyx_t_1 = __Pyx_Import(__pyx_mstate_global->__pyx_n_u_collections, __pyx_imported_names, 1, NULL, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 14, __pyx_L1_error)
  }
  __pyx_t_2 = __pyx_t_1;
  __Pyx_GOTREF(__pyx_t_2);
  {
    PyObject* const __pyx_imported_names[] = {__pyx_mstate_global->__pyx_n_u_abc};
    __pyx_t_3 = 0; {
      __pyx_t_4 = __Pyx_ImportFrom(__pyx_t_2, __pyx_imported_names[__pyx_t_3]); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 14, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_imported_names[__pyx_t_3], __pyx_t_4) < (0)) __PYX_ERR(0, 14, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":18
 * # cdef aliases to eliminate global lookups
 * 
 * cdef object Mapping = abc.Mapping             # <<<<<<<<<<<<<<
 * del abc
 * 
*/
  __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_mstate_global->__pyx_n_u_abc); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_mstate_global->__pyx_n_u_Mapping); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 18, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_XGOTREF(__pyx_v_13humpy_cytoolz_9dicttoolz_Mapping);
  __Pyx_DECREF_SET(__pyx_v_13humpy_cytoolz_9dicttoolz_Mapping, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":19
 * 
 * cdef object Mapping = abc.Mapping
 * del abc             # <<<<<<<<<<<<<<
 * 
 * __all__ = ['merge', 'merge_with', 'valmap', 'keymap', 'itemmap', 'valfilter',
*/
  if (__Pyx_PyObject_DelAttrStr(__pyx_m, __pyx_mstate_global->__pyx_n_u_abc) < (0)) __PYX_ERR(0, 19, __pyx_L1_error)

  /* "humpy_cytoolz/dicttoolz.pyx":21
 * del abc
 * 
 * __all__ = ['merge', 'merge_with', 'valmap', 'keymap', 'itemmap', 'valfilter',             # <<<<<<<<<<<<<<
 * 		   'keyfilter', 'itemfilter', 'assoc', 'dissoc', 'assoc_in', 'get_in',
 * 		   'update_in']
*/
  __pyx_t_4 = __Pyx_PyList_Pack(13, __pyx_mstate_global->__pyx_n_u_merge, __pyx_mstate_global->__pyx_n_u_merge_with, __pyx_mstate_global->__pyx_n_u_valmap, __pyx_mstate_global->__pyx_n_u_keymap, __pyx_mstate_global->__pyx_n_u_itemmap, __pyx_mstate_global->__pyx_n_u_valfilter, __pyx_mstate_global->__pyx_n_u_keyfilter, __pyx_mstate_global->__pyx_n_u_itemfilter, __pyx_mstate_global->__pyx_n_u_assoc, __pyx_mstate_global->__pyx_n_u_dissoc, __pyx_mstate_global->__pyx_n_u_assoc_in, __pyx_mstate_global->__pyx_n_u_get_in, __pyx_mstate_global->__pyx_n_u_update_in); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_all, __pyx_t_4) < (0)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "(tree fragment)":1
 * def __reduce_cython__(self):             # <<<<<<<<<<<<<<
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
 * def __setstate_cython__(self, __pyx_state):
*/
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_13_iter_mapping_7__reduce_cython__, __Pyx_CYFUNCTION_CCLASS, __pyx_mstate_global->__pyx_n_u_iter_mapping___reduce_cython, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[0])); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_reduce_cython, __pyx_t_4) < (0)) __PYX_ERR(1, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "(tree fragment)":3
 * def __reduce_cython__(self):
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
 * def __setstate_cython__(self, __pyx_state):             # <<<<<<<<<<<<<<
 *     raise TypeError, "no default __reduce__ due to non-trivial __cinit__"
*/
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_13_iter_mapping_9__setstate_cython__, __Pyx_CYFUNCTION_CCLASS, __pyx_mstate_global->__pyx_n_u_iter_mapping___setstate_cython, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[1])); if (unlikely(!__pyx_t_4)) __PYX_ERR(1, 3, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_setstate_cython, __pyx_t_4) < (0)) __PYX_ERR(1, 3, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":87
 * 	return factory
 * 
 * cdef object c_merge(object dicts, object factory=dict):             # <<<<<<<<<<<<<<
 * 	cdef object rv
 * 	rv = factory()
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k_ = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));

  /* "humpy_cytoolz/dicttoolz.pyx":98
 * 	return rv
 * 
 * def merge(*dicts, factory=dict):             # <<<<<<<<<<<<<<
 * 	"""\
 * merge(*dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
*/
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_1merge, 0, __pyx_mstate_global->__pyx_n_u_merge, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[2])); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 98, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  if (!__Pyx_CyFunction_InitDefaults(__pyx_t_4, __pyx_mstate_global->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults)) __PYX_ERR(0, 98, __pyx_L1_error)
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __Pyx_CyFunction_Defaults(struct __pyx_defaults, __pyx_t_4)->arg0 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __Pyx_CyFunction_SetDefaultsGetter(__pyx_t_4, __pyx_pf_13humpy_cytoolz_9dicttoolz_26__defaults__);
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_merge, __pyx_t_4) < (0)) __PYX_ERR(0, 98, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":150
 * 	return c_merge(dicts, factory)
 * 
 * cdef object c_merge_with(object func, object dicts, object factory=dict):             # <<<<<<<<<<<<<<
 * 	cdef:
 * 		dict result
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__2 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));

  /* "humpy_cytoolz/dicttoolz.pyx":185
 * 	return rv
 * 
 * def merge_with(func, *dicts, factory=dict):             # <<<<<<<<<<<<<<
 * 	"""\
 * merge_with(func: collections.abc.Callable[[list[V]], V], *dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
*/
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_3merge_with, 0, __pyx_mstate_global->__pyx_n_u_merge_with, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[3])); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 185, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  if (!__Pyx_CyFunction_InitDefaults(__pyx_t_4, __pyx_mstate_global->__pyx_ptype_13humpy_cytoolz_9dicttoolz___pyx_defaults)) __PYX_ERR(0, 185, __pyx_L1_error)
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __Pyx_CyFunction_Defaults(struct __pyx_defaults, __pyx_t_4)->arg0 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __Pyx_CyFunction_SetDefaultsGetter(__pyx_t_4, __pyx_pf_13humpy_cytoolz_9dicttoolz_28__defaults__);
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_merge_with, __pyx_t_4) < (0)) __PYX_ERR(0, 185, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":239
 * 	return c_merge_with(func, dicts, factory)
 * 
 * cpdef object valmap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""valmap(func: collections.abc.Callable[[V], W], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, W]] = dict) -> collections.abc.MutableMapping[K, W]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__3 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_4 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 239, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_5valmap, 0, __pyx_mstate_global->__pyx_n_u_valmap, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[4])); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 239, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_2);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_2, __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_valmap, __pyx_t_2) < (0)) __PYX_ERR(0, 239, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":296
 * 	return rv
 * 
 * cpdef object keymap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""keymap(func: collections.abc.Callable[[K], L], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, V]] = dict) -> collections.abc.MutableMapping[L, V]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__4 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_2 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 296, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_7keymap, 0, __pyx_mstate_global->__pyx_n_u_keymap, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[5])); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 296, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_keymap, __pyx_t_4) < (0)) __PYX_ERR(0, 296, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":353
 * 	return rv
 * 
 * cpdef object itemmap(object func, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""itemmap(func: collections.abc.Callable[[tuple[K, V]], tuple[L, W]], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, W]] = dict) -> collections.abc.MutableMapping[L, W]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__5 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_4 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 353, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_9itemmap, 0, __pyx_mstate_global->__pyx_n_u_itemmap, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[6])); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 353, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_2);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_2, __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_itemmap, __pyx_t_2) < (0)) __PYX_ERR(0, 353, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":413
 * 	return rv
 * 
 * cpdef object valfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""valfilter(predicate: collections.abc.Callable[[V], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__6 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_2 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 413, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_11valfilter, 0, __pyx_mstate_global->__pyx_n_u_valfilter, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[7])); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 413, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_valfilter, __pyx_t_4) < (0)) __PYX_ERR(0, 413, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":474
 * 	return rv
 * 
 * cpdef object keyfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""keyfilter(predicate: collections.abc.Callable[[K], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__7 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_4 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_13keyfilter, 0, __pyx_mstate_global->__pyx_n_u_keyfilter, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[8])); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_2);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_2, __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_keyfilter, __pyx_t_2) < (0)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":535
 * 	return rv
 * 
 * cpdef object itemfilter(object predicate, object d, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""itemfilter(predicate: collections.abc.Callable[[tuple[K, V]], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__8 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_2 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 535, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_15itemfilter, 0, __pyx_mstate_global->__pyx_n_u_itemfilter, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[9])); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 535, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_itemfilter, __pyx_t_4) < (0)) __PYX_ERR(0, 535, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":602
 * 	return rv
 * 
 * cpdef object assoc(object d, object key, object value, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""assoc(d: collections.abc.Mapping[K, V], key: K, value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__9 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_4 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 602, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_17assoc, 0, __pyx_mstate_global->__pyx_n_u_assoc, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[10])); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 602, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_2);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_2, __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_assoc, __pyx_t_2) < (0)) __PYX_ERR(0, 602, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":649
 * 	return rv
 * 
 * cpdef object assoc_in(object d, object keys, object value, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""assoc_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__10 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_2 = PyTuple_Pack(1, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 649, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_19assoc_in, 0, __pyx_mstate_global->__pyx_n_u_assoc_in, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[11])); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 649, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_4, __pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_assoc_in, __pyx_t_4) < (0)) __PYX_ERR(0, 649, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":725
 * 	return rv
 * 
 * cdef object c_dissoc(object d, object keys, object factory=dict):             # <<<<<<<<<<<<<<
 * 	# implementation copied from humpy_toolz.  Not benchmarked.
 * 	cdef object rv
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__11 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));

  /* "humpy_cytoolz/dicttoolz.pyx":741
 * 	return rv
 * 
 * def dissoc(d, *keys, **kwargs):             # <<<<<<<<<<<<<<
 * 	"""dissoc(d: collections.abc.Mapping[K, V], *keys: K, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/
  __pyx_t_4 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_21dissoc, 0, __pyx_mstate_global->__pyx_n_u_dissoc, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[12])); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 741, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_4);
  #endif
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_dissoc, __pyx_t_4) < (0)) __PYX_ERR(0, 741, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":796
 * 	return c_dissoc(d, keys, get_factory('dissoc', kwargs))
 * 
 * cpdef object update_in(object d, object keys, object func, object default=None, object factory=dict):             # <<<<<<<<<<<<<<
 * 	"""update_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], func: collections.abc.Callable[[V], V], default: V | None = None, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]
 * 
*/
  __Pyx_INCREF((PyObject *)(&PyDict_Type));
  __pyx_mstate_global->__pyx_k__12 = ((PyObject *)(&PyDict_Type));
  __Pyx_GIVEREF((&PyDict_Type));
  __pyx_t_4 = PyTuple_Pack(2, Py_None, ((PyObject *)(&PyDict_Type))); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 796, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_23update_in, 0, __pyx_mstate_global->__pyx_n_u_update_in, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[13])); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 796, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_2);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_2, __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_update_in, __pyx_t_2) < (0)) __PYX_ERR(0, 796, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":885
 * 	return rv
 * 
 * cdef tuple _get_in_exceptions = (KeyError, IndexError, TypeError)             # <<<<<<<<<<<<<<
 * 
 * cpdef object get_in(object keys, object coll, object default=None, object no_default=False):
*/
  __pyx_t_2 = PyTuple_Pack(3, ((PyObject *)(((PyTypeObject*)PyExc_KeyError))), ((PyObject *)(((PyTypeObject*)PyExc_IndexError))), ((PyObject *)(((PyTypeObject*)PyExc_TypeError)))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 885, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_XGOTREF(__pyx_v_13humpy_cytoolz_9dicttoolz__get_in_exceptions);
  __Pyx_DECREF_SET(__pyx_v_13humpy_cytoolz_9dicttoolz__get_in_exceptions, ((PyObject*)__pyx_t_2));
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":887
 * cdef tuple _get_in_exceptions = (KeyError, IndexError, TypeError)
 * 
 * cpdef object get_in(object keys, object coll, object default=None, object no_default=False):             # <<<<<<<<<<<<<<
 * 	"""get_in(keys: collections.abc.Sequence[K], coll: humpy_toolz.dicttoolz.SupportsGetItem[K, V], default: Optional[V] = None, no_default: bool = False) -> Optional[V]
 * 
*/
  __pyx_t_2 = __Pyx_CyFunction_New(&__pyx_mdef_13humpy_cytoolz_9dicttoolz_25get_in, 0, __pyx_mstate_global->__pyx_n_u_get_in, NULL, __pyx_mstate_global->__pyx_n_u_humpy_cytoolz_dicttoolz, __pyx_mstate_global->__pyx_d, ((PyObject *)__pyx_mstate_global->__pyx_codeobj_tab[14])); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 887, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000
  PyUnstable_Object_EnableDeferredRefcount(__pyx_t_2);
  #endif
  __Pyx_CyFunction_SetDefaultsTuple(__pyx_t_2, __pyx_mstate_global->__pyx_tuple[0]);
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_get_in, __pyx_t_2) < (0)) __PYX_ERR(0, 887, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "humpy_cytoolz/dicttoolz.pyx":1
 * # cython: embedsignature=True             # <<<<<<<<<<<<<<
 * # cython: freethreading_compatible=True
 * # cython: language_level=3
*/
  __pyx_t_2 = __Pyx_PyDict_NewPresized(13); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_merge_line_98, __pyx_mstate_global->__pyx_kp_u_merge_dicts_collections_abc_Mapp) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_merge_with_line_185, __pyx_mstate_global->__pyx_kp_u_merge_with_func_collections_abc) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_valmap_line_239, __pyx_mstate_global->__pyx_kp_u_valmap_func_collections_abc_Call) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_keymap_line_296, __pyx_mstate_global->__pyx_kp_u_keymap_func_collections_abc_Call) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_itemmap_line_353, __pyx_mstate_global->__pyx_kp_u_itemmap_func_collections_abc_Cal) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_valfilter_line_413, __pyx_mstate_global->__pyx_kp_u_valfilter_predicate_collections) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_keyfilter_line_474, __pyx_mstate_global->__pyx_kp_u_keyfilter_predicate_collections) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_itemfilter_line_535, __pyx_mstate_global->__pyx_kp_u_itemfilter_predicate_collections) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_assoc_line_602, __pyx_mstate_global->__pyx_kp_u_assoc_d_collections_abc_Mapping) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_assoc_in_line_649, __pyx_mstate_global->__pyx_kp_u_assoc_in_d_collections_abc_Mappi) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_dissoc_line_741, __pyx_mstate_global->__pyx_kp_u_dissoc_d_collections_abc_Mapping) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_update_in_line_796, __pyx_mstate_global->__pyx_kp_u_update_in_d_collections_abc_Mapp) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_t_2, __pyx_mstate_global->__pyx_kp_u_get_in_line_887, __pyx_mstate_global->__pyx_kp_u_get_in_keys_collections_abc_Sequ) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  if (PyDict_SetItem(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_test, __pyx_t_2) < (0)) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /*--- Wrapped vars code ---*/

  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_4);
  if (__pyx_m) {
    if (__pyx_mstate->__pyx_d && stringtab_initialized) {
      __Pyx_AddTraceback("init humpy_cytoolz.dicttoolz", __pyx_clineno, __pyx_lineno, __pyx_filename);
    }
    #if !CYTHON_USE_MODULE_STATE
    Py_CLEAR(__pyx_m);
    #else
    Py_DECREF(__pyx_m);
    if (pystate_addmodule_run) {
      PyObject *tp, *value, *tb;
      PyErr_Fetch(&tp, &value, &tb);
      PyState_RemoveModule(&__pyx_moduledef);
      PyErr_Restore(tp, value, tb);
    }
    #endif
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init humpy_cytoolz.dicttoolz");
  }
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  #if CYTHON_PEP489_MULTI_PHASE_INIT
  return (__pyx_m != NULL) ? 0 : -1;
  #else
  return __pyx_m;
  #endif
}
/* #### Code section: pystring_table ### */
/* #### Code section: cached_builtins ### */

static int __Pyx_InitCachedBuiltins(__pyx_mstatetype *__pyx_mstate) {
  CYTHON_UNUSED_VAR(__pyx_mstate);

  /* Cached unbound methods */
  __pyx_mstate->__pyx_umethod_PyDict_Type_items.type = (PyObject*)&PyDict_Type;
  __pyx_mstate->__pyx_umethod_PyDict_Type_items.method_name = &__pyx_mstate->__pyx_n_u_items;
  __pyx_mstate->__pyx_umethod_PyDict_Type_pop.type = (PyObject*)&PyDict_Type;
  __pyx_mstate->__pyx_umethod_PyDict_Type_pop.method_name = &__pyx_mstate->__pyx_n_u_pop;
  __pyx_mstate->__pyx_umethod_PyDict_Type_values.type = (PyObject*)&PyDict_Type;
  __pyx_mstate->__pyx_umethod_PyDict_Type_values.method_name = &__pyx_mstate->__pyx_n_u_values;
  __pyx_mstate->__pyx_umethod_PySet_Type__difference_update.type = (PyObject*)(&PySet_Type);
  __pyx_mstate->__pyx_umethod_PySet_Type__difference_update.method_name = &__pyx_mstate->__pyx_n_u_difference_update;
  return 0;
}
/* #### Code section: cached_constants ### */

static int __Pyx_InitCachedConstants(__pyx_mstatetype *__pyx_mstate) {
  __Pyx_RefNannyDeclarations
  CYTHON_UNUSED_VAR(__pyx_mstate);
  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);

  /* "humpy_cytoolz/dicttoolz.pyx":699
 * 	cdef object prevkey, key
 * 	cdef object rv, inner, dtemp
 * 	prevkey, keys = keys[0], keys[1:]             # <<<<<<<<<<<<<<
 * 	rv = factory()
 * 	if PyDict_CheckExact(rv):
*/
  __pyx_mstate_global->__pyx_slice[0] = PySlice_New(__pyx_mstate_global->__pyx_int_1, Py_None, Py_None); if (unlikely(!__pyx_mstate_global->__pyx_slice[0])) __PYX_ERR(0, 699, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_mstate_global->__pyx_slice[0]);
  __Pyx_GIVEREF(__pyx_mstate_global->__pyx_slice[0]);

  /* "humpy_cytoolz/dicttoolz.pyx":887
 * cdef tuple _get_in_exceptions = (KeyError, IndexError, TypeError)
 * 
 * cpdef object get_in(object keys, object coll, object default=None, object no_default=False):             # <<<<<<<<<<<<<<
 * 	"""get_in(keys: collections.abc.Sequence[K], coll: humpy_toolz.dicttoolz.SupportsGetItem[K, V], default: Optional[V] = None, no_default: bool = False) -> Optional[V]
 * 
*/
  __pyx_mstate_global->__pyx_tuple[0] = PyTuple_Pack(2, Py_None, Py_False); if (unlikely(!__pyx_mstate_global->__pyx_tuple[0])) __PYX_ERR(0, 887, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_mstate_global->__pyx_tuple[0]);
  __Pyx_GIVEREF(__pyx_mstate_global->__pyx_tuple[0]);
  #if CYTHON_IMMORTAL_CONSTANTS
  {
    PyObject **table = __pyx_mstate->__pyx_tuple;
    for (Py_ssize_t i=0; i<1; ++i) {
      #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      #if PY_VERSION_HEX < 0x030E0000
      if (_Py_IsOwnedByCurrentThread(table[i]) && Py_REFCNT(table[i]) == 1)
      #else
      if (PyUnstable_Object_IsUniquelyReferenced(table[i]))
      #endif
      {
        Py_SET_REFCNT(table[i], _Py_IMMORTAL_REFCNT_LOCAL);
      }
      #else
      Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT);
      #endif
    }
  }
  #endif
  #if CYTHON_IMMORTAL_CONSTANTS
  {
    PyObject **table = __pyx_mstate->__pyx_slice;
    for (Py_ssize_t i=0; i<1; ++i) {
      #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      #if PY_VERSION_HEX < 0x030E0000
      if (_Py_IsOwnedByCurrentThread(table[i]) && Py_REFCNT(table[i]) == 1)
      #else
      if (PyUnstable_Object_IsUniquelyReferenced(table[i]))
      #endif
      {
        Py_SET_REFCNT(table[i], _Py_IMMORTAL_REFCNT_LOCAL);
      }
      #else
      Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT);
      #endif
    }
  }
  #endif
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}
/* #### Code section: init_constants ### */

static int __Pyx_InitConstants(__pyx_mstatetype *__pyx_mstate) {
  CYTHON_UNUSED_VAR(__pyx_mstate);
  {
    const struct { const unsigned int length: 12; } index[] = {{46},{1},{1},{1067},{1651},{19},{16},{7},{1774},{17},{6},{2},{2644},{17},{27},{9},{21},{1953},{1769},{18},{20},{1765},{1699},{17},{1590},{15},{1909},{21},{50},{14},{2093},{20},{20},{1779},{1665},{17},{7},{20},{3},{7},{5},{8},{18},{17},{18},{4},{11},{1},{7},{5},{17},{6},{7},{6},{4},{8},{6},{12},{23},{13},{2},{10},{7},{5},{13},{31},{33},{3},{9},{6},{4},{6},{8},{5},{10},{10},{8},{4},{10},{3},{7},{9},{12},{11},{12},{10},{17},{13},{4},{12},{10},{12},{19},{8},{6},{9},{9},{6},{5},{6},{2038},{90},{90},{99},{97},{107},{57},{57},{205},{170},{9},{59},{52},{24}};
    #if (CYTHON_COMPRESS_STRINGS) == 3 && __PYX_LIMITED_VERSION_HEX >= 0x030e0000 /* compression: zstd (5479 bytes) */
const char* const cstring = "(\265/\375`\212j\355\252\000J|\330\030E\000\2616\007\374?\365\275\377{{W\353\177yU}\357\337\257~\035Q\370\354\355\226\022\275E\266?\322\266\245\220\225\355\257\346Y\274\303\202;\017\334\265\346\216\2167\233}\277y\002X\221q\035,\235w\000\255\364\255\r_\001_\001u\001\027k\372\355\220\324\237\2575\201\364U|\377.\265\227{\024?\344b\224\023]\336-\356\373\372\243\256\255SS}M\351\256/\346\337\327\336?\331\222S\020\207\326\245+\t\203y\314\362\316\177\277\344'\242\216\266$\253\351\270\251\2138\223\234\005eD\272|\t}mg]\241\270M\"e\246\371\263\241\010H\244\224\3616n\032\304UD$\244\307\275M\037\222\025\213\356a\323.G<x\077\077\211\373@\240\030\316C0\326\225q\256a\024s-\006\306-X\260\360\341(R\224\206\020\241:\232\020I\334L\356\317Z\273~\220\206\343g\317\330\365\316\257\257\335\324\264\335z0\223\270\204ey\310\253u\205X\227\316\277_\244\231\216\370\322\245&\360\272~\\\267[\262\365z\326U~\237A/3\255\325\363r\304\3333\020\020\220\216{\236\277\006\235\304)6\257Z\367<7m\373\342,\334\310\363\374\345\257S\377M?\233X\327e!\304\263\r\332\352%\316\262I\215e4\372\360\243aHM\312\2147HI\256\255x\350\311\220\236<\244\261\254\270\2062*];\216\024\304\006~t\323\027\3330\304\240\207j\007\304Z\323\013\033\026\303\301`\276\357\213d)S\257\031\277\224\337\342\3657\370#\352/\351\227\372\306%\317:1\036\230\241lk\032\336\007?\373\326X\354x\013H\277\007iV))=\034\305\254+\363\214\260\021\320\207\013!\251\231\202\276m\215a!\371l\234k\036\222\315\2635\0061\026L\304c\243\327\324\004fr\304|\3336\353\322\260\007m(\302^\244\027\203\241zot\353\274I\274\351\217%\352\353=\3118g\r\236\257\270\360\320\323\224$7H\372\177X\273\266\357\347L\202&'\232?\233A\375\265R[\322\226\346\020\357\311\254\342y\236kmk\213z\322\211o[\306\236u\351\267\241\266\256\027L\332\264dO\364z\244gaH\355\276\277\361\350\364uH7|\035\276\256\375\312(\034Ex\210\222\276\212\277O\366s\320;\343q$Kl-B\214wW\216\"i\362P\007,\335\317\270\221\010\266\212\256O\234\201\243bJ\224\2554\377\030\022\242\365\203\177/Y->Q\327\360\276\373\311Q\024=k\016n\376\227'""\235\010\351\306\372mik\307/\333\357\377\313\376\317\365\353\3603\270\230q)\024\275\370k<>\210z-\376\266~-\335\027\203O\242>\336\3653\016\255\376LQ\254\353jn]\266\376\t\213\237Q@\264\255\331\307\223M\030\201\340\177m\330\361\017\203\211\371|F\377\247\267\231R\247^\206\343(\"\261\016E\376_\"\030\004\221\006\275\355\351\304\211\225\025\020\027\203a\037\231~\037%\032\327\242\205\207\363\007\340\245\371\266\240+t\335\266\327\202!\265\247\352]\367\271\353\034\337\214D\002\267u\266$\316\343\211\371p\232H\352\255>h]\027\211^\227\3268\203\324/\355\242\345w\205\244\323(\2230\001\364\271\376DM\037\256\313\265+\213\301>0\256\305`\030\355\266\316x\303\265\375\351n\037\216\366\n\255\306#\366\250o-t_\233\206\367E\235\351k\357\312_\367\207\232\305\207\375\003\241A:_\312/f\020&|\260\017\177\030\305\264\374/8\334XF,\036\222\317(\014\355\247\355\265+%Y\355\311j\250\027\217\372s\326t\r-\371\371\007\224\207PN\353'\322P\217\217\262e\2132\022a$\003\221\200<\344\341F\234\240\224x\340\241\315\300=\323\352g\317\347\303\030>\\\013}|\350j\367%1\010\322/$G<\206T\254\213\304\365\305\352y,'\\\373\000^\222\324\371\220xh\304\265\021\017\201\\\003y\350\343\332\307C\334\210Wp\217\227\224\370\307\035xK\211\237\\k\351TK\302\033\352V?oM\212\232[\227\315\230\344\215\242\006\337\274\254\263\325\032\276-\365V\206\232\304\177\251hw\371y^\222\264\335T\273\316\226\216!\032\271?\217\235\214\004D\222\177\207\226TEJ0\213 A\002\003\017YW\034\030,dRd\036\2506\234\007\006l8,j8)\216\215U\2125\300\242f\003\363\332\330\320\330h\250\324\254\230\2301Q2S\262\231\361\220\211\240Z9Eg\201Z\223\"\343`3\223r>0\257\324\014\230\024\245qI\3410\007h\254\\L\023\263C\212\203CS\340$\240A\315\027\232\216\223s*0-\016\232\016\025\326\301\261\342\250\\N\005\001f\002l\254<\316\010&\201\215U\307F\t\215\0234\035\246\265rQQU\003UEpb&\201S\215\327\315t\036f<p\251\r\316Jdr&\007\032\321\311a@#\001\307\014\207\200\0205T\306\206\315\214\313)@\000\347t1\035\230\227\306\252\003\206\312\013\321\013R\206\312xPq\2502\234\037\2476\005\230l8^\215\207j""\301s\347\306\371\321\000a\r'\303\204\252L\247\3114\245RR\0006V.\324LQk<d`0M\244\310\240P\235N\224I\302D\000\340\253\341bP\360\220\351\250\234(8\346\000\031\t\252\354\354\230\035\246JJ\224\342\320Xy\250:T\020N\217\323\204)2\017\230\034\323%%\200\263\342L\017\363BA\317\224\223\301\331q\252H\001\340\254R\314R*\000\207\206;\021ll8+j<b\20463\233\315\246\373\026V\353\356\332M\006\342\244\335\201\233\014\304't \256\333#\326L\340\246c7\332\026w\255\003\342\"\312\021]G\nQ\357\002\216x\034\361x\273N\2272}i\321\340\326\331n\333N\333n\353\266\336\264#\331Zw\327\205z\303\026\274\245\246]\267Q\037\242\313\200*Gt]6\001D2\022\206\273\250\203\032>\010\231\232\021\021\021I\222$\035sp 8((\236\016\347\363\332\024\037#si%4\005u(\303! D\024!H@\014!\004\t\010!\206\310\210\324\220\214\352\001\266\003T\313\236(@\311v4\235\206\263?_\256\214\246~\204(\251E\340\204I\301\001\002\r\207\311Yj\014C\250*@k\345N1\"\225\027\355\335\212\n\001\332\372|T\2569\0313\310\346T](\336\377Bp\206\010\251\303\201\246\3153`\245.\025\263\2358\244+\227\377(P\004\225\340\246#\304\233v1ioBu[\353\363\343pr\037\311\376\222\274\020\001\237\355\237\034\032\313\311=\323|\302\255\2565;\311\221i\330\021\026%\\X\007ZQR\323e*\007V%\221\255$\252\221C\322L\246kA\350wml#VC\265\273\2440w\342A\261C\256\035\335\326\354\314=\r\210*\232\272\310\230\340\331u\0318\247\207\277c>\003\016E\320N?\204\"\2508!/\302U\232\262\273\260\322OT\035E\331\243T<r\2479\364\360\034\301\264Bf\0214\254#@\366\361$\031p|`\003.D\252\373`(\241a\310'\375CZ\2043\225^\232\261\261f\220\325\215)\263j\377%[J\355\262O\004\014\361\000\367_>|\234\032=)\202\205\241\337\252\274\374\364\177\020\353I\351\235\231\241\3612Te\023\373\013\221\375\265\327\276\330\301\027_m@a{\317P\375\267\344\022\235\242\273(\023\331\366\351\307s\254\020C_\030\366\346\346 r\302\026\320\177\243\231\231\313\034l\013\272\240Z\234{\356\016]l8\312*\365|H\017\250\016\211x\323\356\227\302\253\363\321\333\210\023-\n\315\024t]\225\014\246]\216\370\020\032\345=\222\234\206\023\205\363U\022mR\352\020""\240\232\t:\322\346[\006\017\016\2645\035\"\245%(\221\\m\344\271I\245>>\213\016J\032<\227\330<+\237\021\236F\310@s\341\032\263\010\"5\320\177P\201c\336\202S\365\244\034\024\352\277\331G\003\330\341\242\362\275\212\224\350!\367N\257\021s\354\2037\343\204>\330\262Q'\001\340K\370G.9\323\233\223c\234\000\021\027\320\214\025&\220\323k\341\031\304\314\322b\242W\202\030V\020\037\361\347\037\026\261\320i\377\207>&\210\265\252-\226\351I#H\251ZOW5\254\350\314\006\342N\314RYWU\373g!\367.HVX\306\255\3333\243\230{1H\004m\225\376\025\254<\005A\315\310\277\004\331\204v\325\301\004\024\202\204\376A\271=\346\324\206\260Z\267m\261\333?<\017\260\303\021:\005\005\001\000\237:\220\034A\336\352\364\031\210\243\210Dft\007\322\354\375\0377\231\330z\304@\226\016\373\315\331p\354\000\247~r\034M\005\342\246\237\215,=\004\"\374>\370i\002%9\0022`>\256\202\202)\200\354\336\024 \212\236#{\344\273\302\230\303l\000\202^\023=e-\013\365\224O~#\276\"\016\277\345\014\2000\305\016\010\365\001\264\034\253\026\231T9-\200\007\005\340\241\271,\351\270\001\274\271\035T\225vY\253\240\210NNB\010[\177\232;\344N^t\t.DC\234\356\226\250\370\327\033i\025\240X\357j\022\304\215_\337\354B\020}\277d\021\221\222(\2774\025,\264\272\"\366tt\003\225\252\3106\205\246\242~?S\"\000\301J\261:\345V\\HR\t\306 \267\014]3\366*\217\250\201\242\225M\234Q7\337j(B{7\247(\247\251\\rm\330R&\207g}\216RY\331\362Rs7^\316\235\2247+j\037\214\321\033\335\027\272\362\360\013\362G\246\210@;\325iR\025\205 \276\002\377A\"g\267\004\260\373\024\274\026G\227b\260\320\337\273$'\357l\321\336\331\334\301\327/\252\2212\023\325\247\314}\004\020f\363\024\376\353G\315U\006\2203\251\246\302\017\320\2639m\263\303h\330\343:\250\022\206\031\0176\r\361\341\351\312\302Da\364\342&\\v\007\244/9p(\\\3377\r\205=\314r^~>2`z.\204fS\r\340\270\211\335\233?\260{5\313.b\316z\341\216\377\262~\266@\004\3204\353s0\034\363\333\2067ZG\204\244\374\301\336\342\246E_\307E\371{ZtD\331\3503p\014\3163\352&\307h\3126\267s0;\312o\376\301\255{\014\ty\177\341~\353a\344I\360{\355\233""\034O\216i\366\352\320\361\352\266|\262\r\272\231%\354\235\306\340>nZ\204J\341n\201#\316x4r\235\202?\274\037\256:\216\250\207\260{\233k^3M\355W\353\200e\n\250\362\221^\351\336\241\254F\361\3368\247\343lk\316\323\315\324j\351\022\025R\222p\311\363\254-\320\351!n\352\001\241\262\245q\340\032\034\310\342e> \317b\355\357\244\252\222%i\330\353\353\237\r\243\326\326\263\304\223\230C\332S\227Jn\177B;\223\257\000\252\304\345\021I>X\005\321\322\\\\\233\233\244\tm\217\343O\343>\222u\023?\374\351~R\360\033.]\3651\312\2325\337'2\271\001\005c\363\010P\345Ni\232&%a\207`e\311\022~\010\rJ\361_\357\226\tK\350\002\304\236\030f8\274Sp\246\236O\016\t\257\372\356Q+\21530\336\000\0054\203@=\033\2206W\361A7\262\267O\325\373]\031e\243\253KF\251R?\233\\O\235iR\273\277\203\260\027\314\313y\252\312\204:{\262\t\007\333I\344\267q\256\367$\020\232\267\244\303+\337:rh\252\371)\230\266\023&\356\376A/\352\274\246\025\204\226J\301\211\363\022\355\014\323*HuGfv\000j{\230Sh\350\275T#\346\2011\331E\302\025\030\243\332\021\223\025'e\274\366\225\334:HV\203-\023\357\247'\024\364\317\371\262\337-q\024\0364\2126V\331b\241N\031\257*\030|\365\272\260\220\257\352\2417\007\342\005z{\263\316II\361\177\244_v\226\354\275\245\014\230\275\303\356|%\207\227V|-\256\267T\214\310\"\252r\345\017\3466-\205\027\352\252\236\2113\000\244'\277&\207L\005\222r\007\036\266.j\323V(s\305'g\277pS\211\3301\333u\301\331\216=\264\352r\031T \331\361\241s\307L9\326\276\021\264%j2:\371\036\223\267\3545\334QRt\212j\353_\3372\222h\322\3458X\360\370c'\221S\271fq/Z\3004\r\311\244\257v\343(\236\nMrho`\230\315*\210\237\350\373T\363U\007\252\277\345,\333:=N\300\254\360F\326\037-\334D\010r\030\265B\236J\203\252t\305?\002v\034{\354\016Q\341s\236\247\r\3417\314\022 \252\244\242\362\304\301\372S\2369\010\312\310\366\243\262\036\245\237 cM\355\033\021q\207\305\225Q\367H~\027J\272\255~Z\032^h\326\300\340\224\354\335&T\022\357\343\025\327\3317\364\210i\035N,\326\342K$-4\271\204\317\267\013\340_m\363\003HW\014/R\022w*\322\030\223\222\332sl\273k\247""\335:O\311\317\354>\257\020\014\204S\374~\206:4d\346\375\021\200\242tz\376\215\034\022\306r\364\027\344\221Y\221(K\304 \261#\325\245\\F\361<'\271^\367c\234\247!\032\224\344\355q\366].W\374\252\313\261\204\346^\026\253$A\204m\200\0249}\213\010\226\235^\301%\252\245C\326N\310\353\323\345\226\254\237>\334\263{B\035\362\2135dA\220\266=q\317\374\343\254@\325\247\252P\321\206\203=\251\335\260\344V\276\236\353\007kI,|'\220\322\245\341\006\271ZY\314\000\266\332\354\357\024$\350Zd\013\301\213\273\277\312J4\207\216[!\004\305\025#\177\270r\267\272\305\271\222gt\374\241\013\341\211C\020\020E\213\351\310^\000V\2641B`\203\323\262Y8R=\366\214\300I\227t:\243\2471[\271Id\335\007\005\314\013Vrz\365\3313\004\007\256\013\\\"y\264E\261 \327\205c\217\341g\263\203\241\342+4\313\331\240\270\235'\031\245\226\004\315qH\242\301\370\266W\354\345B\324\215\n7\0275\014\n\014\245\335\254\371\025\005d\317\260\006\242\3221=,6\252\371\240fvB$YB\037\236\220\334G\233\321\217\023\210\350\234\257W\333\250\332\374\317N\n\300m\352\3377\214\303(-\032\205\216\"V\004\305I\177I\320\230\331\216\313(\270p\314m\014\016]gN\372(w\346\310\002<q\312?ia:\301?\002\362\034P\263\t\3434c\264\343\331Hh\231\223U\353\025\017]\\\032\356t%\263\"\313\312\3370\304\250\331/\005\177\3063\003\231\352\371\330\031\351S\033.H\021\313\232\035\2732E\274\t4\354\345H\256\3450l\261$o\227\\5\242&\210I\203\301a\035y\025v]Do4@\242]\235\017\007\006\253\n\323\017t\266\263\256\213\177\314M\241\333\203\326KC\3342\263\207\263m\337\303g1\326\341\006\274\017\212s\253\262\0333;D\340\233\204\255\227\244\350\374%L\240`\215^s\2414YbD\360\362(\362]8p\005I\315\366\307\260\330]\365\221\204\315\206\270\2221\271q\226\"S\300}\245{l\301\014\213\316\300\207\334\234\267~k5!2\233\303:\256\344\205\227\0029\216x\372\023\233\013\226\001ra\225\0206w\004\227y(\020\254\253\362\020\247\237\255\247\202Q\247\356\274j\276\030\355\371\332\376\230F]\261\3700!\035-\252\201\227\307Q\t81\321\231\336\371\274})\2618\037\315\204\303\024\033\333$\340\244\334\0227\251\270\226\215""\034\347\324\273\336\256-\235\335\260\025\027J\337\2353\226X@%\250'\252Ts\001H\340\271q\026\347E\267\311u\224G/\017\177\350\351\203\221\217d?h\316\007+-)\315+\027D\021\2625\304\001*\034Qx\311IO\303\311\034\357\253\271]\022\266\021\254\375\007\204\211\214\240\324\024i\006z\014\2739\204\206\37630\"\332#\350V\025\204G\224\033\020\007\340\377\357\347\214v\341\367\232!_\327\362**\007\250\257L\024)\324{\030\262\030}\031(\376\202\243W\352\222<\031\r\207\177\217\030R\310\027N4\273\027\206\023\357<\0304\325\003W\255(\233a\236\270K=_\363\213}\232\272\2361k\222I)\014\016Y\326*Q0w.\034\257\020\003\372\367\272\344\033\244z\355(\324[u\336n\250,\347\030\267\017\n\273KM\351G\342\272\256\177\257\300\304ND\300\204\0372\022l<\234\252\0071\373\027\033I\017\302\200\344\272\263\022N\033\016Kq\342\376\273\016H\020\312\033]\037\370\202\016*X\347+\007\005\2239z\311i\025\027\253\324r#\251\025k'\0311P%\343\343\0353\330\316X\031Eq\021\2520\361\226\222!2\246cQ\010>\312\225\367m\230L\217\212\351\312\002iAd\374--~\3465W\352\253e&\324x\031\312b\007%\305\207;C\216\245k\027;\244\027z\200\332Tj\330\365=\033\214\253\n\264}vTg\027\327\002\315\004\314\340\315nqpqO\007\026;\233\344+\273\204\216\231\233\373\312\277QZ\216;M\342\r\023M\337\257\302\355\354\357l8\246\303\030\207\345\223\036\372l\25384T\326\371I\017\020\222\272@\225\211`\213j\244\007a\223ND\226\315\242f\217\223O\250\324\202\332^\222\252?\352\301\022\346!\336\013f}\2437\235\177qc\016M8\321\301wm\233Sr\221!\002>\220\372}\026\277^:o\350\301\2653X\177e\216V#\347\362\t\363\277\033\313\326\341\323\340b\204\030b\201z\362\375WS0v\203\3706u\225\207`k\005`Q\006R*,\217<o\203\030\216'Dz\207g\310\n)\022@\302\020\360\376\351UZ]\214\344\346]E\"3\360\314KOe\020\202\315\261\033\253\036\003\360\034\251?)T\211\267^\260\242\020J\213\303\360!\333\036\201z\326B\005\256W0\257\006z\027\306\222\204\314\2237(\220\201\205\233\247H\\\255_Ke\024'\301C\357)\024%\003\307\217\344\346\013\215E\237's\363\306\322*\231A\325\242\361&Q\231\010\375\266\314\364\302\325M\202\317hH""\221\300'\224E\0205\3350s\336\242G\2709\364\373XYi\322\"\257\"\rK\355\317\035\314\035\013\233\266v\004\357\000K^U\035\014\214<\375\272\347C\241{\272\204\020\371\222\227\2373,\3553\002\2119\226\t\311\301\004\247\311W\033\327\367\342\347\370R\013sm\203\027z\264\230VD\033\315I-L\266\316\356\347v+*\313x4{\246\363i]2\253G=\240\003*\235\224\201\315\373v\336,a\261\210\253\367\013\375\300N\0166\223\021\2475V\205\225\274\345\r\372\0204\267\276`\351T\t\200p\001\224\347w\321\003-]!A\006\331\237\266\375\363\370P<A\0066\236\332\006\356\255\350\337@\213RR\270\233\243\357\031D*\211\212\354\255f5j\335\324\363]%\310\2222\214\242\226\222\032Q\030\206vZ\377\244\"\030\025\273\377|\025a\236\rOV\352\022>\327\021S\243\351\034`%\346X\370\022+b\2400\256s\2571\n\224\"`\365\351B(\210\362\355\222\331\323\353r\024\306e\027\315\340\032G/\277\254Hs/\207TS\210?v\020\250\235/+\024\324\304I\004\365\362[\000\245>=\322!\201\365E\326\002\r\334o\033\026\243\333\362\002\034\3526\343\353<\316\205p8eQ\200\261^\337\017\323\252\276\033\014\346DC\206\366HP\366\215\223U\345\013\311R\327!H\005cSw\216\351\n\023P\221\033\032\310I\037\303\346\224N\361?\354De\361\377\013\264\264\0305\344&\241a\013b_\"\225\245r\241\351t\304\202\325\201\373\321\211f\177\215\177\242X\034\240\tV\032SX\216\215\360\305\365y\337\211\020kbb\300\025\014\260\341g\253\212\207\204n\377\306\377!\262mH\006\341He(\010\311\225\307M\200\2225\334\334\225\363Hw\022\240U2\006\326\212\216JU\360VA\355\310\2132p\330\313~z\007/-\201\254\222\021e\270\020-\315\201\327\255\027\024A\027E\370\322\263\003\271\220!\003TL\2464\027!PU\214A\315\350\374\037\310\317\004\314}\006\305\273\273W\016\232 \036\242A\330f\035\013\n\230\305\232M,\206\223\026\241\252C\326\375\351\0165\232r\367q\335?<\310]\332\311(u\005";
    PyObject *data = __Pyx_DecompressString(cstring, 5479, 3);
    if (unlikely(!data)) __PYX_ERR(0, 1, __pyx_L1_error)
    const char* const bytes = __Pyx_PyBytes_AsString(data);
    #if !CYTHON_ASSUME_SAFE_MACROS
    if (likely(bytes)); else { Py_DECREF(data); __PYX_ERR(0, 1, __pyx_L1_error) }
    #endif
    #elif (CYTHON_COMPRESS_STRINGS) == 2 /* compression: bz2 (5691 bytes) */
const char* const cstring = "BZh91AY&SY\"D\031\036\0004$\377\377\377\376\256\260~\377\377\377\277\377\377\357\377\377\377\376@@@@@@@@@@@@@\000@\000`\035N\371\037;\317\036\257j\353\260h\240\240\013\275\312\273y{n\t;\271\331t\333oo\000q\274A\353\274{\235\016\004\245S_]r\006\203\320\322\200\000\350w\014\235\260\202\356\341\235\335y\360x$\211)\251\351<\215M\211<CCL\204z\232yLM\032i\246\206\206\201\240\017S@\315Cj\r\006L\200\323d\202D A\022aOI\244h\306T\332\236\243\324lI\246\321\030\0022\001\240\031\031\001\210h\032i\351\006\0042\223$\322\000\000\000\000\000\000\000\000\000\000\000\r\000\031\000\000\205)\0052\217)\250\374\223#M'\246\230&\2154&\023\010d\365\030&h#\000&\230L\004\320\311\264@\010\222EO\320\232\032e=\"\001\346\251\352i\352i\240\320\r\0314\320\007\250d=@\000\000\001\352\001\220\002$\210\020\001\t\211\204\324\302\233$f\250oR\036Hi\246\200\000\000\0004\000\000z\200;\244p\034\246A\360\244%\347\367\354=\255{\247\215\031\275\tB\020\364\353\352\373~p\327,\275\253w\0311\tL\220\247H\377_x\035vX:\377\201{\374\256#\270\341\210SUG\321\002\210\r\213#Id\357\317\303\023\025\014^\366\343\216\263'Yg\307\002\020\245\201\0231\034\212B\315\311\nJ(\311\313<\000\326F\256x\002\034\371T\245$\241\242\000db(%HiH\032I\212R\210\221\tb\030\240hF\202a\246\224\245\rN\243\230s\374\317\351\354\312\235\257\311\035\306\313\304%\375\277\326a\331q\030\324\336q@\375\245\375\301\234O/\022\007\020\221S7\027\232\341\207T\322B\237@\226\261\346_R\245\367^^\025\301b\304E'\001\247\020\000Q\340\350Y\311\021L\030\233\271\241\307&\020\273\315\334\206\014E\030\316K\254\321\036c\324:\324\317`H\034^\265B,\331\351\301\330X\236(\303Ox\274\022\311\206co@\212+O\233\257WKn3\276[\210\202\031\265\366\373\276\222M\360\341\246(\376\224{\t\346X\201BwX,\251\204\210CL(\227(\242\005\316\302\270\352\017\022\006\374\t\025\271\323\317.\256Y\330\307\221\241\273)\263\214=)\334e\014\241A\353=\345\212\367SF\007\265~A\367\227K\026)*f\230kt7\315\316\366W\212\233\301\320\3506j\017\362\177\215F\264(\"\"\244\350\361B\036_\200\374O\317\337!\333\253%R\367p\306I-""\226Z\032\365\206\324\177m\324\351\351\341\203EN\314S\254\350b\325:\030\206\014C0\252\006\237r6\222\303AP5\312*\005\031P\313hN`5R\344}\005\375\242Q\206\373\003\300r8\373\262=9\267~\213\026}\2506\310\331\223Y\036\027\000z\3630!\226\207I\007\251rV\202\225\"\022I'V\3620\375\333\335Cz4\211H\003\213T\222A\341\304\007\334-\370\n:R\t\370\021\341\217vB\366\272\224CcD4\233P6&&\026\253E\260\225\315\346\302BI\325\264\300\322\241\231\362\342\353\200\365\217K\020\3570\315\270j\300m0lp\320p\243La\320\3602\237\0348|\342\322^q\330t\331+\264\270\016M\356^I\262\274\027\215\253\203\006M@6\237&I\tc\276\353x\204\315D7\017\233t\337y0\271|\031A\301\277&\006\244F\352\356\334\335\203c\245\233\306\rN\204\271AqU\254\3110>\220t\223r\257I;\005\204\210\206\313\220\242\0130\231\032\330\202\023\224wt\353\311\261d\270\310=\245\310s\275U\007\005\271\315\367G\223D\022DI>\033\013m\337c\004s+CL\2340\346\323\2727\201w\330)\214\253\304\222\3706A\206\026%\225\317H\321c\274b\326\201,|Si \347\241\305\337\3006\205Y\314!k\3007\0008A(\033m\270Y\350\017,Xr`\254\204\370\226l\006\256@\304R\322\322\007zo\326\003\201\267\236O\000{CU\014\016\202\037r\216\207i\n\250\352\261,i\321G\225\271SV1\351t^\035\200\237m\356yW\0020\312\261\t\026\027u\202Nn\255\257\274\013\265-\374<\272\361\317#\362o\315\324j\323k\250v\221y&\214_\251\210\\t/\265\225\205\211\260\213+;&\303#\033\230\363\312\362\017G\216<\275\000\323\013\034.\361n\t\205\274o\323s\022|+\206\034\235\355\263\027&B\234f\n\306.\255V\354\334\267\244b:\220,\312\225\020\347\273\004\365V\263\331\361\327Y\346!~'\024v\007\035\326v\3534\310\317Q\256QI\010T\005\250'a\021\324w\270\007~\315\234J\326{\240\205\004Cs\275\346PG\024\030\267\260\325Q\264\027cx\307)\353\272\023i\265Z\307A\350\235\355\005\331\254\3054d\301!,\332\006\306\206\230\331:%tv\275\227Z\233\210\346\267\274\\\266\037f\324\0138\006H\220\342\325\306ID\345\005\224\364\035\017\204q+<22VZ\026\365\247\303\215\214\261,\306`\023\210!kv\363]Nl\327E\033\333Y*\341Q\275\266\207\212Ze\325\335\241K9'\0072\270\235\251\031\346""\016\301\016<F\2410\\0\221\310\330\330\354>F\241\2040\22698\034\250\346\334\366\364\024)\267d<\305\026 \307G{eH\225o\276lF|\2113\253\231\205\307w\016\n\242\013\334\244\357\222\375\271]\267\206\302\3556\207\r\322\301G\022\301\204Y9G\030\343U$\222\004\341)j\034\207]\304\\b4\267\204\327c\n!\316\016Zs\023\255%Wx\220\243\373!r\345\364\223Q1^\332`\225\024\202\010\234\350\223 \211d\2202\370\244\302\2439\2158tL\313\236'\346m\346\265\031\033\177\222 o\003\321\020\313h\210\224\376\226\273c\377d\253\335\275\247\265\275\260`\320(\034\r4\177G\330\205%@\3210\211C\024\035\237O\222]\317\232N&\313\024t\021\245\210\352\220\330\004\315\216\226p\305^x\315x\274\325\201)T\255W\030\326\303\205\323\341\362\205\271G\303k\037\331\365u\362\246c\352c\263\372\331\n\340\257\325\342hH\346\002\303\275b\313\021\020\212\265\250\302k\331[6%\342l\332\211\342\305\303B\240Cb\036\303\264\353K\340\241\001H\007\240\306\326\023\312\207\303\303\267\267\341\343\017$\320\337\204\024\305*I<\335lN!\250-\361*)\257*\223J\224\217\275c\034v\342\013\305P\353\001\375\2414\2122C\"\2202\006\221\262\314\314\2517\307\304\354\316\337\n\310\345\225i\371\271\333\212\034&\334\002}o\3268\244\216D5\\np2\217At\300\363\364\260\354\007\325\332:\326\301oH\021N\314\035\302+\002\n@\232N\373q\034\334}.\202Y3tz\272\364\247]\263L\331d/\014&\274\300\341\266FTP\032\333H!\243\310\300c\246\202b\033m\260\214E<\242\210J\232\354e\252\232\205K\313\302cEI{X\264\230\216\341\360\356\360\364(\276\376\006\245\004\372\266{\303\000g\000\234\221\305\034.|\350\346\217\020o\367Q\362F\335G\t\356!\307\325\352h'\315\205\255\233\215\255o}U\303\2769LbS\215\036.\037l[\005\305\301D\244\250?\261\362!\366c\363\001\366~\214S\302\001\243\023k<a\256H\261\234\"\362\302\207\245\030\227oAXT\200`,\016\337z\024\021\013\275\210\305{\325u\265^\347\255+j\017\017\220B;Q\275I\334{\267\342\366\255c]-\342%\363\316\363\241\235\314\236\277\262\026\n^\363!!\205\230\345\226a#\211!ESSa V\265C\323\343B:A\t\35504$%\357\354\302\023\020j\247\2543 \307\341\364:\006\355\330#\365\235\234""\376\313H&\304g\257\177+\244\204\006*\006\370\2574 \347\335\347\003m\260\332r\213\0329Bt\236\341y\237\364\305\307hm\337\333\273UU\003\0036\333\367D\006\322\014ocW\257Sb\005\034\371b\034e\035K\037\250\231\214\370\233\243\374\201~\270]\032\351\342L\007\217\240\330\243\364\304\2203\340\010\021\223\025VF\215\374\226\204\204\"\035\000\301\013\204\007\237\262\263\0062!4\304\245(\310D$\2736\227\001!\304BBB\252\252\253P!\377\267A\355\310\326\006\350\251\034\21745)\250\307\177T\007'\270!\022D\212H\255\374\307o`\237{(Z\264\311\265\311\2452\230\312\204\204\204\204R\214:aa,K\215\016\213\tkbs\273\243\345\220\266\233\r\276'\237&\372&z\320N\310HA\210\004 :\215>\233+a\231\t\227u\213\201\274\216\005\223\241`\330K\226\370\256\217\221\274\253H\274\220\202\010'x'\006\210\016Qa\322X\004\241]d\350\201\326\223u\2410\347\364\252\371p\324\221K\200\373\224\017/{r\234\315@\333\0222\325UR\300\346\347\2468\211\216\323\035\316\246\233\261[\r\231\255x\233F\250\032\240\241\326\030`^\010Q)\001M\027\314\006\200\224!2\254\000\233\024PJ\027\030\3513\031\227\364$P\210\272\307:\302~%\314\221\373h\301=\326\257\217\177\346_\205\347\307\263z6G\221h\347N\354\303\333\000\372\000}1\035\245g\r\341\223\253\021\021\020\310!\004DD&CdCp\242\033\262\277\205\361P\336:{\353AEf8\020\230\222\030\216\036\356;\366\253A\002>\017.\306\373\363s\262\216\257\245\344\305\217}\021\205\323\336(Xj\214\r6\014Q\000eu&\263f\317T#D\224=\367\364\357k\206&Ph\203\0072m\263\270\253\210\034\350\302\315\214+\206\014\"\345\3046Y\227QrlN3\205\302\272\321\266\013\322\254\326d\204*i\264\332mn\325J\276\314\240\331Q\215\224cI\033\264N\024(r\230\331\207X\335b\334E\255\030c*\215\313d-x\010\021v\242\210\020\357\022\026\274-\300\215\263\202\323\231\227\222\260Zg\222\341Yp1\352\007\2716c\216\210' \004\210\000w\0059$8\n:HP\035\324\230HR\244M\"SBR\271\r\006T\254H\025IM\tO\032\024]\2170C\222\250\035\244\007p\"sNb!\303\221\240\026\271\023\375:\t\030DdR@\340/p\\\202%\302X\306&\324dM\264\311\375K\031w`\324!\025\341\02741\202u\320\r\037\250\210Yq\034'\030""\031\373\230\026\0207\344\200\246\227FT\330GR\366\231\\eJG1H\017F\213\224\304\214\004\277\236t\202\031B\216\352W\351\025\t\005\007\246\342\026:\373O\340G<\023gX\217\353\331\327\016!\241\312\223z7]\3608\016\327\316\035\021n{~-\331\277\353\203\362c|#w\340\363\201{#\250\335\264,\004\020\200l\023'\300\3509\001\352\365\341l\np$pF\225-r\314\027\2306\035q/o\276\276\001x$\354\324\t\226Y\263\251\r\305\017\250R \225\002)Y\306z\3174\216\212\036\003\246Z\265\363\002\232\030bi\326y\013\310\010GKGDJ\017\371\0253\033\340(&8\241dl4\241\341\032\241\346\313\275\264\177*M\001E\315T\t(\3569z\221\314\234\2221\212\201@\020\300.,\214\002\316\266I&\250\223b\376\337\210\206L\206\000e4R\031D0\362%\355\024\222\231\327\257\222\206<A\000\203\327\021\262F\354\334YB\322\0167\311\006<\346|\340}\210Uz\200\330\036\332\311\216\t\204L]\375\007#QH\337\020-\275\256\354\240\362\007\200\251\315\030\320\262\301zbBB\310@D\241\022\232\002(\337'X'{\200m\232\304\200\340\304\260I$\340\262 \022\031m\300\301qR\245\010\250\244m\246\0174\273l)\342?k\021\215\010'[\354\004\341\3209\031m7\323$\363hP@\372\225\362\343\223\300\317s`\002\200s\201\300)uy\272\377=j.\375\036s\352\357St\333\265\333\265,\344lG\001\034\242i\304\351\032z\334\307\n\027\037Y\337\251\337\251KB\273}\245w\336`b\217KY6v\003\212b\036\220\305\203B4A\241\020)iAE\001\361\302\376\246\340Y\206\357Id\306,\355-kU8S\352E\275\031Y\252\002\360\203\207\221o\263V\315X\030\230\027Y\214\r#\206\241\203oY\300R\310\320R3F\202\030\345\026\332\211\342miW\266J4Z\311Ndw\245u<\031BH\2044\002oQD1\3046\332\014\260\367\347B$\312h0\003\034\022\302j t\t\260T\311JPv\240\010\r\305\262\212\206D],\207\364\n\231\265\036\262*%\244K\344\271d\352670\207MbX\360\030\r\322\305\003\203nUn\014\006,\013\201\232%\344\311)`\305F\273\215\226I\022\\f!\243\344\376\330-\036\357\240\346\314R#\226}FZ\336\003\274:\035\n\340f\251\273S\306\3026\031\3610@\330bA\220\2209J3\364j\363\004\"i\":\201\350*\033\362DI\020o~d\354.\034\2312\273\322z\004w\360@\241\240Y\005\342\274,\373\305\330\037\\\"\004!`\305\212""\362f\244\223\204\340\233\224\360\037\214\220`\253\021\0017P\260A\014\201\276\337T\002B\265\n\3023\356\242\306q5\362\3247\301.\201e:L\376\222\201+\351\363\241\205\270qFb\230\005\352\030*\332\000Db\355\325\267xb\030lO\353\2021H\036\036+\316\345\016\243]p'\036T:\254\212R\224\253\341~\376\261C\302)N\372\351\331\207\255~\360\216\340}\250\035\330\nr\210\337P\023\270Q\310\n\002P\241PA$\224$\222\001$\222I\260\227r\254\322\264\"R)\3566\273\246W\217o\016\000\271\241\264\326\000\366#\020\001\256\263-1\014\033M\2104\013\333\217s\215\231d\273\247t[\004\261\353djs\"Q\3239_b\216\020z\200\337\265\201#\030\262\014\"\2205J\314H\020\314$\260$)\256\001\017\236\n\017\332\235\0032\3033(d\002(\0307\321\374\210\357\366\376H\272k\017\207\277\344\367k=G\314qG\225\372\021\301\221F\001\352\032\001\367D\311/H\260\364\342hzV\340|C\035\232\337u\212\264\016:\267!\245\323\321\204\370\311\355\017^\321C\361\030\334\354r 0\016\202(b\204\002\310\025\001\336\222\311\332pGQ!\217#\306\372\264mnm\373\345\3169X\260s\304\252\013\362\007\240\020\034R\265\257F\366\243\2762\023\323J\034t\306(\001\361\2112\365\020:r\000\3229\355\303\354B\347\3244C\001=\243\022\272\360\001\336\365\035\257\r\260\331\201i]o\275\313\372\376\3121\213]\205\360\016]\026\021\373\001\353*\331\006]\200\246Q\363\007N[\016\322\316;\314~\307p#\364i\347\373\262\216\323u!\"\022*sN\216\236X\030[\001\357\303\034j\0068;\350\267\246\024\241\324@\267]\030\210y\253\222\234\273\201\337\335\351(\250\311\004\220\t!\000\265\024\302\303T\214\020L\207'\224=2\375c\362\027G>\320\316S\331f\002$\002D\200\245\340\025\004x\316\002))\216\027-9\005\351\370\210\335KmP\2629\321\330\310p\034\307vH\261\220\010\"\021E!6\024\220\210\035\\N\254\360\210`m\006\034D\013\250\226%\026@L\366\240x\374@\347'\232\034\312\301\305@\260{(D\355l\0050u\021<\363>\316\372\224J\246\232d\242\252\345\255j*\252\252\253\215\316O\274\213V\307W\007XA@-\267\006\333\306^\276&\3014\352i\337\300\"\332B\244);P\241\r#x\232\236\273\216\314\226\202\266 P\201\320d\260*.\025C\0142j\026l\014\204\000""\263]\326\033\222\345\n`\321&\0059\232\222\241\"du10\0213\024\332\024\320\202\200\241\211\021\"6\022\305\255\030\021_Q\303\321\262\350a\221\253ZY\212\006\210:\2419^\204\031\3573\n#\021\210B$\353\321\247Bbf\016\r\256\n\351\250\316\350\n\344\001\0072\001dp\247\227Fg0\347G\"\000h\t\225\264\004MK,\224\214\035\244R+e\242\215d\245\204\273\326\216\200.\350\215\375e\313#P\002\026\270\037Jym\337\0031\023\245\202\373\021x=\242\320\006\002\017\267\210\030\207\222\277r*'\246\327P4E.;\374A\320\2244D8}rQt\010\013\344\027\034\007\304\242\262\210\340\210\224\274\200\351P/\374=\036s\33125\236\0022\223{\237\326\347F\222\321- kL\t\016\333\235i\314\366#d\361\314]c\260\324\"t\200Pku\006\031j\000\311\307\227\376+\211\363\211\331\3506;\266\233G\300\364\000\366\t\001\300\0031\"\206\036B\376\203\037[\301\305\017\233\320\272B\340\200\31247\006\274\035\005\326\262\220\r\002s\312\211\355\216\212\200\373\210,V&\274\313\367H\373\235~*\227\r\306{\021\255\021\237h\244rg\250k\033% x#\344\210|\222\246j|\024\370\017\301\374b\212\227\r\006\003\010MS+\216beY\006hK\277\242V4\245\014I\342\351\372\215h\360\343q0b\372Q\310\032\275-\035H\032g\002^\252F\325\200\037T\017J\257\235\260d\341a[\362\350$\305q\027\311\256\330g\235\\\"\t\360\207h\220q y\362G4]\302\006\310\033\302\351\021\275UP\2617\250\220\210;\037\215\024\332\271\270\2300?)rGo!\032d\033\214\202\361\325\261`oP\202\265\252o\251\0005\222=\020\025D\024\307\232\030\317\217se\206\326\007\347*[\032\331\027\034\320]\0176\nf`\227\000\354\302N\301\220\017\326\024Z\022[\312\227Q%\351P\341\350`\027\274Y\300\345D76J\033\227xc\206\256@\215\323P8\271Y\314L\003\264\310\343\332B\340\336\252\321\031\2101Ue\004\342\215\256GDh\303Dd\331\267L\220\306B$$\222_E\350\306!\235\261\331\274\344\257\nCH\234\007\013\323\251kPve\347\037\032\\#\233p:\302\3639\013\2414\033\0263\205$\243\220\214\010\353c\240+\262\300%\006\r\374\233\010\242\230\2506:\203p\320X\336!\3254\314P\2651T\216\2531\335\r4\354\255\201\024;N\006p\240\272\005\364\353\235\000\377%\013\262b\246\006&\277\02318Cun|""gH\016\215\tm\332\241\n\204FpK@\316b7\224\215\212\022\205H\265\243\n\324372\214\315\221`<rd\025C\3048\031\014\200h\271\274\233\337{\326P\260\204Z\251\266\r6\326\300\204RF\222\351\361\271X0V\tG\"3h\020C\000R\r6\2301\035(\032\027X\207\327 \000i2W\274\300\241\263\0200H\233\010h\215\353\005u_Pu\334\306Da\026\0015F\230\244c\010\354T\352\210\014\210;\240\026z\305h\247a\2145\225\276k\207\n*)\210YZB\320\0217R\033\223\n3\367#\317X%\244\222@\200\201\346\350\335\327jV+\230\354\0211\370\315\270#\274\325\220\020\316\201\010^v%\221n\rq\020u\252\222\206\005\301\2406Q\360CPd ]z Y\3303\265\237m]\303\376\210lk\213\300\240i&BLA0SjR\001\345\233\232\305\343\006J@\017\"IG\220\362@\360\0017\033I\337\337\331\017\326\273\324\364\341i\347\027\177\312jS\210\335\020:\334\204\342F\023d\304\344\020>\330\"Q\235\217\240\371\3618\374\373\365\027\267\021\360\363\031c\224\014\261|\365f\003 >\204\202\335`\007\274\201\325\276\006\363\273\235\007\221r\020\261(k\\\371n\250\363\3715\206D\031\262\024\203\263\006\206ToM\356ig\r\341\246\213\244T;\245\242\242\034\263y\331\006\3249\310.v.\266\244,-\343s\006\313\304\022\3040O\323!\306\006V\010 -\r\266p\226\021\241\244l\3003Dr\007\317\306U5\000V\232\022\322\325Af\321\301\324]\036\335_)`\027DtG\310\022\326\260\t\254\321@\344v\017\007Nfh\304\303\n\352]=-M6\232[u\030L\304C2\201\023O\017c\201\233\320kk\215P\032\216\204tK\315h\333\207\001\202\000\300\300\3746\243\2000\230\326+\317\207\303\\\036\223\213\022\"\370\240W\002\270\200\005D\001W\251?<\312*\022\226\230\301X\333\322I\2041\202\303\2759C\246C\271E\032\214\215\342[\330[\350\310{\240\230~\221~\254\033E\271\372\2005\304\177Xt5\274\017\027qx\307}\323}a\342b\0166\307\001\213H\357\032.\034(\305*.AM\031G\330\321#%\316\246eQFJ)c\256i\221\352E\265\3046\352c\324\021\215\204bX0Oq\367F^\021=\0275\207\263\365\261<\331\256_U1\251n\320\241[l\300\216Y0\215\251\307\340\341\332\315\235\"\264\237\003\225X\244\305\005\3247\243\345\353K\220\246\241\213c\346\243\2062\234p\\\272)\277\242\344w\037\271\203=\035\317`\243\013Ql\233\026W!""9c\2620\257A\177b\352\371\2033\375_\234]\311\024\341B@\211\020dx";
    PyObject *data = __Pyx_DecompressString(cstring, 5691, 2);
    if (unlikely(!data)) __PYX_ERR(0, 1, __pyx_L1_error)
    const char* const bytes = __Pyx_PyBytes_AsString(data);
    #if !CYTHON_ASSUME_SAFE_MACROS
    if (likely(bytes)); else { Py_DECREF(data); __PYX_ERR(0, 1, __pyx_L1_error) }
    #endif
    #elif (CYTHON_COMPRESS_STRINGS) != 0 /* compression: zlib (5704 bytes) */
const char* const cstring = "x\332\355\\Ks\033G\222&%\3322\332\023\261\241\030oL\304\236J\3628@\310\020D\220\242%qG\332\240eiV\226\307\226,\211\362\004W\333ht\027\310\266\200n\250\273A\022\326*\202G\034q\344Q\3079\316q\216>\356QG\036\365\023\364\02363\353\325\335x\020 )\221\353\030\307\014\0054\252\262\262\2622\363\313\254\312\352\227\013\257\346Kl#L\230\023\260N\300w\332\334M\270\307\236\363\356v\030y\314\2116:-\036$\254\370\262\372\252X\371\017'\216Cw\336[an\330lBS?\014\342\212Sw+\177q\332m?\330X\277_fk\317\312\330\177\205\301\347-\247\331\341+l\255\314\032\216\233\204Qw\260\347m\247\331t\352M\276\276\016\375\006\310v\022\374-C\375\031\273\311<\337MJ\354\362\255\211:XV\341v\304\235\2043\207\005|\233\325\344\257\265\365\3523\266\355'\233\254\006\374\326\030M\316wp\376\342)q_\253@\377\277\206\035\346\242\210b\316j\324\256\306\346/]\272D\037\341_\354UbI\010\374\264\273\254\346\211_=\374\205\230s\242.\375\234c\200\271\304\227\307\352]\253P\223\"\002F\002\017\231\3617\002\305\003\366%&+zx/\3441\013`\345\334M'\330\3408(r\372\300\211\234\026Ox\024[\205\313\372?\253\340\261\025\226\225J\241\360(\354D.7\354T\254\002\214\001\r\357\303\217B&\311\246\223\350!\375 \346Q\022\2630b\021o7\035\227\307\320\2058\204Nk\330I\261\233\356&\246\022\2339X\0059U\350\225Y\376q\313\215\324Uc9\200\220\036\020\336\304Id\372\322\332\342\200\021O:Q@\242\371\221>\032\271X\205\226h\374\244\355\321*\254\014e\000\006\376>\263h\303U\006\0073\nsg\307i\265\233<\265\010V\341\326\255[\242\303\374\313WeVt\212eV-Y\205\227\360i\205U_e\032\310g\262\331\222n\2664\252Y=\323\254JO\2509\316\273\301#\036\270<\247\022(\242\007\335d3\0045\313\331Q\215\265B\257\323\3440\367\315$i\307+W\256x\241\033W\332\324\274\022F\033W\226\2564\375z\004\212}%o\203\233I\253i\025\210C\333\017&\363\026\361`\243G\374E\007\271^\277\377\354\324:\222\254\316\261F\024\266\310\372\323\376\203\201\246\242\206\266\035x\026\203\203\365\033>\231<\351PL\3522\277z\217m\360\200G\244J(\352$\002\212\245\241\256\007\204J\016\241\035\301\032\271\310\014y\235\260184\031\251\2478""\010x\014\344\255B3t\035\234)\333\360\267x\220\342$=\2002.?\000g\322\342\036j\371\340\214\301%$\216P-\007\334\021\347\036z\317M\240\352\340\262\302\357\2226\363c\346\324c\304\022%\245\314p\332\235\265`\204\204\334\031\370\031\240\032t%\3379\013D\312\307\345\362bhy\017\010\220\372\334'\213\017\203\313\274\325N\272,\226j\210\362\245\246b\t\273\320;%T\261\272\260(\370(\001\330\344\t\323bV\254f\\\345ch(\276\343R\342:\251e\322\375\206*\3131\373N\356\270\233C\225\031\275\0030\216\014E<\3564\223\343p\2419\355\251;1\364\t\203C\331\314#\316\331j3\016\323.\266Cl\200B\001#\253\355v\263\013j\230\2369\"\260\020:\014\340d\326\316G\225M\353\005,\241 \004\223\216|\276\305\247\350Kz\215+44\356\310\371\2110\340d+Y0\221\203\035\010&\350b\r\016\254\303'P\206E\215\004\213\257\206\266}I\360P}%\273\020\\d\372\211\006\213\257\006\272\347zTs=\200\344\211C\016\233o\372 \323\257\256\336(\211\205\220\337\027\026K\236\037\243*\300?\223\005\262\227\0046\335?\325\270\203R\315\252\024\332\2161\033\351\201#\336\n\267\2707\r\336\0109\311h\326?d\260\233e\326*\230\240\227\351\230\267\214,\007\222E\341\224\262\360A\363K9#\303[.\020\206@\032\241\345>\272j\323\235|\236\023\361<\006\321\263\330o\3023p\026\020\246\206\221\220\320\021A\345\222D\025\214\244\211\025\220\207\234\234\036Z{W\364\251\204oYI\235\2728\371G\216\361\306\264N\336\r\203\304\361\003\304K`\213\371\to\305F\010|\307\345mt\366!\350\3336\375%\321\341\272\350\345C\256V\233\033a\004\272\335b\337p\240\327\314\254\213\346TkE\314\321\254bV\347\3116\007\315J\266C\006J\016r\330\360A\024\032yh\005\020n\021\337\245\205\010\016\020\314\303\304i\3227\344\340)jh\203o\363\010\305\032\200?\371B\007\005\310\256\354]6\252\t\006\202\203\r\2316\246x\250\361\240P\300\250Z\034c\262D\024\201\001\214\004\376\321\303\323\230\021\270\312\210\0378v\253\335\321\204!\034\021\363\223+!:\006\020\014J\036\303\000\364_\254\202`U\3062\302\334\312\314\331\n}\017{v\202\200\203_\217\301\312\311\001\\\006*\227\305$X\330\346$\313 \036\005\320#\200ql\034}h|\224^\376eqG\246D]""\2024\372@\260\265\223J\274\3065\206?;\324ch[I\220}\316\356\221\377\210Y\013~WRN\215sR\270(\330\225(x\355j\265\304\003\024\367\206+B\234\371\t\362/\374q\205mvZ\355\256\235\204a\363\227\n\372\032\361\351Q\247\335\016a_\340\317<\201 \272\245\240\323\343\r\007Tg\205\375\320&Th\256\257\241\217\202\310\232\227\301_\333\372\367:P\201\037\356:\315\230\023&\246:\010w\224\r\277H;\034\326\016\023\360\332>\030\227\311\020\220M\001G\370\t\376\021\023*\001\232\221\377a55\253\032\345KS'`Bb\024I\006\316\226\277\201J\014\031Rh\002\302\321<\200)7\340I\270M\254X\205tf\241\02305\000\230B\323W\361y\026\nE?9s\232\030\370=azaT\001\002h\300\350\330+\354^\303\204\321\032'\371\216\037\203E\353\241\204\353\217\301\340\304\212\324\260\037\2204kD\331[\355q\004\221y\246\337\345\310\361c\351b\3009o\370\260h\322\243\213\274\007$\342x\302\363\340\030\202U=\314\030\230\225\360\231\322A\304\331|*F\350\346\361\330\215\374\272dC\347a\221\263\005T\005\210\320\222T\320\327\201'\006\252\303\024\026\350\337\326\026\220\2460\331\242Hw\351v\242\010\343\0131$\320\024\2127ty\312,\016\225\272\240\202\325A\305M\266\013\n\330qAh\340\274;0\032d\327\016:w7A\252\000\001\265&\254\"NJ\212\023\323J\366?d^\322\312\240\335\232J0\205\374Ef\256\305d\270\317\352FFfF\013X\326T\201<A\222\322\013\245\016Ym\250A\364s'\212\302\0105\347^\340\361\035\365\r\347\360\270\333\346\342;P\033\246.,\243-\203\221\211\316\250\345\3243\211uf\333\303L\231f&\3067\372=\322Ph\\Rs5\254UPs\322\"\030j*b\037W\350\211\301\004\351\275dH\005\0026B\231\204\034Z\025\264\307\307aG\200:F\275@G\313rb\256\022\350\201?\370\001\006\013\000\334\000\n2\r\227\253?\034\304A\201#\341\372q\233cH\202\014\242\245\017\261\232\255\301\026`4o\013\202\002\252g\222^:GnOI;\313\021\321\271\336\204I\366\250\334\275r\254\233\006\243c\021\360&A\354\010\347r\023r\345\000\334\036D\005\305\325\246\357\362b\331*T*\025\226\373\257\330\206\274b\023\"U\312\256),\203O\353Ed\222cP\362\003\255=\244\341C\273gi\271a\234P\367\205\312\362\002\344\355\225\305\345g\257F\214\013\t\203\347C""\336\340D\036\362\270\014\377]\256..]5\177\2122\022\222\021\304\272a\025\330\022\234\226\331\002\270\270\324\274!\200\222\254\347\372\222,\206\264%\321\214\031\207\302\363\301\216\007\362Ut\210\213\351;V\027&\3573\2149\020\ttY\310\365\352b+\334W1\366z\023M\025\232>\216`_\260\356\270\317\331|\013\326\017\374\242\213\350\342bF\321t\342\244\264\002\306\016+h\\\322\n\306\242\023F\232\312\020\247\n1\265\365bl\371y\336\226\365\266\231\0106\257_\277V\022A\243\333%\217q\305\204\215\355.\270W\021\211z\330\265\3417\301\257\310\216\313K\313%\363p\276\215\n\t\273\242|\334\366K\322i\343\366-%\303e\202*\214B\017\334\3429\331\215\235\0371\231\rD\372\225\313\021u6|Yx\237\266\343G\260\375\014~:n\300\326\211\226\211p\351\022\341s^p\232\330\326\310\233\234\236\310\240\363L\r\331\352\201\270\266\036&\" BN\210[\010o\375\026h\262\023\360\260\0237\273\225,}\324\34083\007\362\322\024X\021&t}\336\364\344&\221W!&\346K\020\231\336\201\026\204@-D\2566\300\200<{K\213\203b\245\224:\324r\243\253\203L3\\\003 k{\323G\332iJ:4\026\320\251#\375\341{p\3036\266\262#C\2646\335\261\255\346%\263\0054D\323\263\333>\"P%\301\2309\212\003\"!Bv\260\004\221bZ\206eZ\334t\253V\207\\\022\351\235\224\020\312\021Q\234\310\003\321:\355o\201\206\343\256\332D\233g\224\267dV\013\244\352\215\334D\031*\317S\266ov\227&2\375\306\331\020uJ\357\246\r\363\031)=\036\243\310\243\002;\260`\351\205)$;\3201M\357\2150`\237|\010\031DN=\010\022\003\331\217\216\347\264.\201M\244\002\270\003\034)m\375\360\006\230\r0\346{\363H\002\021X\205P\317\341\234\032\264I\340\240z(\311=g_\260Ev\363&[\020>\222\375\211]U$1 \254\302f\023\234\277\300\221=\234\343\257\260\253evu\205-\313(+\205\204rl\0006\334\217Z<\321#~)\346\371F'p'\007f\361\355\2732{\372\354\303\341\263\030n\n|\246\016\270\355L\nT\303)\016\252\216rB\303U\306\034\305P\010\010\246\t\307\350\242\363\264\260\014R\256\311=\tA\210\370P\233\270\312N\30493\313\002/q\001\251\"\354~\240\207\0249\265\202%\242\253v5\314$'\203a\251\350Y\020\0214\006\021X\242\207\3709\r\034\272\035I<\315\230U\310""\340\2649'\241\366r\020\224x6DRI\331H|\266\n\031\200\036\203\276\310\355\030\340Mk\362\241\360W\252\320(\t\216@\340\003e\230\006\t\261\001\262\235\r\316\246\206b\322\223\367\206\303\031\343|\2178\3748e\206+C\231\230\n\212\333a\273\3234\345\202\264\320\331uP*\013d\353\312\211\214\301\336\203 K\034\nM\216X\010\266\007\321\224\256cj\034t\\7\354\300&4h\004\240\327E\312\325/\302)\007l-\\\374:\254\303\307\305\205\024z!LD\234\366S\001\273L\347\022\203c\023\360}\260\274p\022\360\345\243\373\367\036\000\254U\027V\230$\t\230\210_\220\344\211\003\235\314M\227\226\227J&R\022\317\256^\273j\236M\226\256\336\377m%\251\35733\325\222\235:1\005\227\001\210@'\270i2\000\206c\022P\364\225Y\340C\002\204{iV\006\263H\022\206(\242u\235\016\236\214\244\0070\333\360GH'\255B\232\205c\311&\357O\226C\342\254\024\204\245yx\316y{h*\235\236<\220\316\247 S@Pj\264\177&\203\223'\203\3066\201*)\344X}\034\205L\037,e\233*\367<\322\246\330\373@[\tv1\307C\213\233\260=\333\252{\016\333Ya;:\365\2334\3373H\"\310\245\262=\325\356\244\240P\010\356\300\224\017}\312w\0374\275[\2336\275[\033\225\336\251\205?Lv\247j\205\246@\2661\271\235o*c\361\260/\227\300\251\2762\177\303\033$\231\004n$\214\321\254\352\035\277\351\305\023\301O\352nJYW\341 \0374Ln\372F.n\010g\341q;\014\250nH\237\010\313#\302\306A`5\220|\t\235\232\034\244\356d\037\014K\263\350\324\331\363\267|\257\203\325\024\231\004K\341\325\340Tr3\236\026\312r\311\024\255\364q\346Rk\247!\227\232\022\311\374@\306\014z\025M\231d\254n\033\t],\230\2624r\317h\301d\024Z\373i\242@\243<p\245+S\232\220W\304\021\330w\374\031\324\373\334\237\254\373\030\327\246S\262\365E<\356]\006\230\301\323K\231\234\255c\242\266\004'\300\032p\320\253\203\223\252@}\022\217\312\202\316\360\354\254\350\320\301l\236r\261\036b\001\270\241|\262\020%\023\263\305\033_\225Z\034\356c\314_B\213\210Ow\246\365\027\3444S\352\200\032\340\251\234\206\212I\307\251\300h\330\311\240\016\t\244&J\270[u\024\023\226\307\252\272\322\314\375\310\260\3763\325\321\312\\\005KX\232<?\256\"(\223*m\3258\200(\316H\227""\222R\245\267(\272\000\272Tm\004wM!\360Km\243\244.\030YT\365\204\305qOU\365R\014\200!v\264\332m\356D\004\224\304:\325\345b\005\024\244\210xo\265\234*)\321\025\344\270g\023\251\026V\342<\0076\332x\262\356\241\252V\230\022\025\0249\205\204\030f\3365}K(\273\322\264_G\234\205\320\252\035\306\276\250`\264\364\005\332Tq\023\356\316\372\355&O\333\265l\206\261C\n\017S6#\264w\020f\014\r\265R tZ\216\n83\240\022\000Toq\304\266\351\246\002\007\270\331\271h&+\326\2412\252\243!\221\002\"%\017\tCd0\243s\251C\245R\022\2243\t\206D#\251\210w\261\310\312\203\235>\221L#\202\217\3204\330\243M\353\262\"!% \306\024\"\240\202,\324EJ\323\2252Z\226F%\255\n\264\2726\031\013\314\233<\306\200\207p\206\342\212\264vu`\000\324u\271\222\246\216p \034&\346(E0\246\"\224\246`\356Q\004'Q|U\262\364s\312_\304S\313\372\216\254*\303\310&\024P\246,\313\312\321^\024\231\017R_R\231\315UI_\374\246\236\341\362k$I\031\305D8rX\030!F%\212\334\270^2R?0\371\301\312\314u:!\240+D\377op\347\320Z4\r\354\220\010\247\303\036\001y\340\216\266\204\231\200\3354\232(T\253\336\035\026\3779\2628\226\242'\023\241\345\203A\025j\222=\233\300\023M\323J\001\013\302\211bO\202\206L\017\311\224\313\331yIy\213\320>5\242>\242C\376,\311\237\274\001$\320\017>)@\203\r\362(\214c3\004A\246BW\232\246\014g\361\232\275\240e.\004[\306\023e/p\036\031\331\254!h\300\234\006\032\276>\334\030\016_\003\311\\\332F\254\021\031\035!\203^\311\003VQ\311\014\345^3\227\315L\374b\334\267N\360\\\016\320H9\260\276\356+\307C\225K\237\260!+-\2015\322\307#\004\250D\243r\232\3409\267 \277A\254\206*\366(uI\020\310\347\256+\241\272\240\265\210\373\006)\203\031\343\r\324Z\346lo4\002k\360\315\207\353\203k\236\331\3507\321\372\030\360\025@\023wZe\332*\254\022\324\342m$\372\266 \276.H\260\254\312\237\341\256o\236B\003\202\227d\200\006u\026\010\0134\206$y\251\366\252\331\311a\260\010u\004\020W\257/\227\202P\335-b\266\035\321\235D\333f\236\270\350\200\226\014\340\263\005\267c\340W\027\"\272\304\266\377$\360(\246\035\231[\272\336\373x^MqP4\260\366,w\037*wM\343\244\017\367""\216\\\362>\351^\247\226\373Ao\257H\306\334\340\000\2777\370:\200\364\006\321p7\240|\276\274\361\251\256\351\250j\2104oS\276\370\202\215x\357\2058\250\033\361\342\013y/\313\207\273\224\021\025v\313K\"\242ay\000\241\364E\025+}K\006\004KWTp~b&\031!\017\177\245\006\033\366F\r\253\360>^\251\221\275\275u\244Wj\3507e\210\371\231Wj\014\004\026k2\244\030\023SdV?\363\252\ts\343x`\211\200bf\221\364j\216Y\255\211ng\r\224\376\350KZ#\324\303\350\321o\374e \003~`\324\353@\350ty\224\007\030_vs\214\367\210N\377\013C\340\242W\356d\362KV\025?\031P\024o\363X0/\023\201^\351\327T\r\264\247\226\277\310\226\342\212\313K\370>\2721F\026\020V\340\005\310$\322\300x\363b\335\211.bg\010>0D\301]\201\"<+\276:\301w\212\230\313a\362\3724\354'\233\003qY\374S]2\317&+\376Y\373\r\025\377\034\362\310\177\362\300A\313\366\220\345?r\237\"Mh|\001\220\260\332\354\331\251 \"\212\200R\014\215,\002\0224\336c\031P\212\211c)\003Z\233\254\014(sj\226\021\305\007(\004J\215\366\317B\240i\013\201\204\006\037\251\024\350\003\\\020\371\300\205@\357\261D\366XJ\201\014\256dJ\201R\333\347'\006\215Bt\363\223\344\277O?(\316=\235\026\347F\336\3640K\177\230b \275?>\r\322\r/\007\312\336\360\030Q\020\244z\217*\010\032\013kS\025\005e\257P\224\361\220\007`pK\327\004\351\032\213\\\230Jb\362q\0274/\246\251*\201\204JM\203Sw\362\217\336O5\320\364\267+\324\232\0318K\2779\341\230\360\354\344oW\334\237\372v\305\370\212 \243S@T\033\337\001UA\371\225\233\244\000\350}\\\3138u\345?\322\223\323v\363\270\302\237UY\370\363\025\220+~M\345>W\227O\032\200T\241\317\322\215\222\224\206m?\350\356\300\377\277\001\205\267\277\347;\t\260\007\275l\033\004\013\177PuT\332\357\304\335\300\365\303\n(\0068T\240\023\303\2461\034\333\307\266|\241\001~\205\307\320\324N\324\313\030\220\233\024G\236L`\351\300\300\363\033R\024\266H\035\305\313\267\244Z\243y8\t\252\244m\213\277b\323\200\376\215q\227\316\2663\357K0\257\331\262\375\330\326\\\372\211\t\223\2446\221\302\330\370j\026[\032d\346KEo\225\273$`\333\316\377\034+\016T\003\320k\035\357\t3@M\177\276\r\007M %|""\223\034\374\305\rz\263K\017\017hQ\201\272\215o\365\200\277 ~\363^\013\2702\005\377CVu|f\333\360\"\010\333\205\t`'\374,\345\360\002\234\260\240av\371\007'\241\036\360\035\234A\263A\363\220c\303'9njv\366\220\231\3326*\272-WL\247\374:\366\022\212F\356Bx\347\007\335\037\350h\207]\2327\037\313l\324g\310\360\230\234\333s\277m\203J\300.\220\273Y\226/y\222\277\205\355\304&\331V\2272:`\3370J \366\211.\351\016t\364G\275J3'\313\024n\221\2342\276\314\336\315\241\031;>f\344\356\340)\340$\225a\235\022n\320\213\237\002VLv{:\2309%b1\333\235\247\203\231#\211e\352\001][\276>\363C\016\231:\367\236j\330\303\0165b\024\3610\031G\240\201\021\004\241<\033!\200K\245\031\\\376\334\2576\274\r\357\027n\347\333\346:\022\262\314(|\231\321\016}Fx\323\031\343\312f\244\037\231\321F<#,hF\253\357\214\320\235\031\265\2423i9\253/D\031\247\204\321\021\210Y\205\224\030F\276\231Y\371\307\205w\377=;s\366\263~\365\355\354\307\273\033\275\207\373\263\037\355\376W\377|\377\363\376\303\276\203_~\302gV\357B\257\272?{n\367Eo\266\367\373\336j\357I\377B\377\253\275\363{\027\366\317\314\355\256\356>\356\235\357\315\367K{\327_C\253Oz\263\307G\371\247\336O\375\307\360u\376\365\005I\371\337\377Q}W?\"\345\217\200\343\317z?\366v\372[{?\275~(\206z\322SC|\375\353\205w\336\221\207\370k\317\201\001^\354\237\375h\367\341\356fo\263\277\271\347\310\001n\377Z}\327<\342\000\037\003MG\377\203\303\325\373g\373U1\034\357\251\205\370\267\275\013\357j\2633\320\3406P9\327\213\373\027\373\337\354\315\355}\373\332y\335\371\333\352\337\036\377\375\374\376\031\253\367E\357E\177\026\273\234\203\017\347\372/\336\314\334\375\325y\367=t<'\330\233{3\367\257\304\333\231\177\201\026s\375\325\267 \264?\367\252\275\325\375\331\263\273U\374(G\374\366\315\267\366\033\273\366n\013:\177\332+\366?\203n\336\336\037\367\234\275\027\373j\262\343\250\025z\347\337\202\000\236\302\3473(\207G\300\330Y!\202\363\373g?\355]\353_\330?\373\361\233\217\377\320\177\2617\273?w\036\244V\334;\377v\256\320\373C\177\266\177\376-\264\335\006\221@\313\352\376\031\354\367)""H\345\314\357\220\034\310\363\355\354\334\356\177\366n\367^\354\237\371\2447\007\"}\010\313\364\342\255\372\202\034:\273/\373J\025\276\375_R\205S9\2214\247\273@\300\352}\331\177\370f\346\213\327\017\211\345IW\374w\375\325\376\332\336\265\327\027\336\314\334|s\363\311\233'k\357\036\237\2319sV\351\326Y\253\367G\224\321\376\031\230\320\376'\005\234\314\303\375\263s\364}w\366\335\3170V\241\367\t\260\374\373\376\335\275/_?|\375\363\337g\377\017y\306\217\363";
    PyObject *data = __Pyx_DecompressString(cstring, 5704, 1);
    if (unlikely(!data)) __PYX_ERR(0, 1, __pyx_L1_error)
    const char* const bytes = __Pyx_PyBytes_AsString(data);
    #if !CYTHON_ASSUME_SAFE_MACROS
    if (likely(bytes)); else { Py_DECREF(data); __PYX_ERR(0, 1, __pyx_L1_error) }
    #endif
    #else /* compression: none (27530 bytes) */
const char* const bytes = "{0}() got an unexpected keyword argument '{1}'.?assoc(d: collections.abc.Mapping[K, V], key: K, value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\n\tCreate a new `Mapping`[1] with `key` associated with `value`.\n\n\tYou can use `assoc` (***assoc***iate) to copy `d` (***d***ictionary) to a new `Mapping` created by\n\t`factory` and assign `value` to `key`. `assoc` does not change `d`.\n\n\tParameters\n\t----------\n\td : Mapping[K, V]\n\t\tSource `Mapping`.\n\tkey : K\n\t\t`key` that `assoc` inserts or replaces.\n\tvalue : V\n\t\t`value` that `assoc` assigns to `key`.\n\tfactory : Callable[[], MutableMapping[K, V]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingUpdated : MutableMapping[K, V]\n\t\tNew `Mapping` with `key` associated to `value`.\n\n\tExamples\n\t--------\n\t>>> assoc({}, 'a', 1)\n\t{'a': 1}\n\t>>> assoc({'a': 1}, 'a', 3)\n\t{'a': 3}\n\t>>> assoc({'a': 1}, 'b', 3)\n\t{'a': 1, 'b': 3}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tassoc_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], value: V, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\n\tCreate a new `MutableMapping` from `d` with `value` at the path specified by `keys`.\n\n\t(AI generated docstring)\n\n\tYou can use `assoc_in` to produce a copy of `d` with `value` placed at the nested\n\tlocation given by `keys`. `assoc_in` creates intermediate `MutableMapping` instances\n\tas needed when a key in `keys` is absent from `d`. `assoc_in` does not mutate `d` or\n\tany nested `Mapping` within `d`.\n\n\tParameters\n\t----------\n\td : Mapping[K, V]\n\t\tSource `Mapping`.\n\tkeys : Iterable[K]\n\t\tNon-empty sequence of keys specifying the nested path to the target location in `""d`.\n\tvalue : V\n\t\tThe value to place at the location specified by `keys`.\n\tfactory : Callable[[], MutableMapping[K, V]] = dict\n\t\t`Callable` that creates each new `MutableMapping`[1] in the result.\n\n\tReturns\n\t-------\n\tmappingUpdated : MutableMapping[K, V]\n\t\tNew `MutableMapping` based on `d` with `value` at the path specified by `keys`.\n\n\tSee Also\n\t--------\n\tupdate_in : Apply a `Callable` to a value at a nested path in a `Mapping`.\n\tget_in : Retrieve a value at a nested path in a `Mapping`.\n\tassoc : Create a new `Mapping` from `d` with one key associated to a value.\n\n\tExamples\n\t--------\n\t>>> assoc_in({'a': 1}, ['a'], 2)\n\t{'a': 2}\n\t>>> assoc_in({'a': {'b': 1}}, ['a', 'b'], 2)\n\t{'a': {'b': 2}}\n\t>>> assoc_in({}, ['a', 'b'], 1)\n\t{'a': {'b': 1}}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tassoc_in (line 649)assoc (line 602)disabledissoc(d: collections.abc.Mapping[K, V], *keys: K, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\n\tCreate a new `MutableMapping`[1] from `d` with the specified `keys` removed.\n\n\t(AI generated docstring)\n\n\tYou can use `dissoc` (***dissoc***iate) to copy `d` (***d***ictionary) to a new `MutableMapping`\n\tcreated by `factory`, then remove each key in `keys` from the result. `dissoc` does not change\n\t`d`. Keys in `keys` that are absent from `d` are silently ignored.\n\n\tParameters\n\t----------\n\td : Mapping[K, V]\n\t\tSource `Mapping`.\n\t*keys : K\n\t\tKeys to remove from `d` in the returned `MutableMapping`.\n\tfactory : Callable[[], MutableMapping[K, V]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingReduced : MutableMapping[K, V]\n\t\tNew `MutableMapping` containing all items from `d` except those whose keys are in `keys`.\n\n\tAlgorithm Details\n\t----------------""-\n\t`dissoc` selects between two strategies based on the ratio of removed keys to total keys.\n\n\tWhen fewer than 60% of keys are removed, `dissoc` copies all items from `d` and then\n\tdeletes the specified keys one by one.\n\n\tWhen 60% or more of keys are removed, `dissoc` computes the set of remaining keys and\n\tcopies only those items to the result, avoiding unnecessary copy-and-delete operations.\n\n\tSee Also\n\t--------\n\tassoc : Create a new `MutableMapping` from `d` with one key associated to a value.\n\n\tExamples\n\t--------\n\t>>> dissoc({'x': 1, 'y': 2}, 'y')\n\t{'x': 1}\n\t>>> dissoc({'x': 1, 'y': 2}, 'y', 'x')\n\t{}\n\t>>> dissoc({'x': 1}, 'y') # Ignores missing keys\n\t{'x': 1}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tdissoc (line 741)enablegcget_in(keys: collections.abc.Sequence[K], coll: humpy_toolz.dicttoolz.SupportsGetItem[K, V], default: Optional[V] = None, no_default: bool = False) -> Optional[V]\n\n\tRetrieve a value from a potentially nested `coll` (***coll***ection) using a `Sequence` of `keys`.\n\n\t(AI generated docstring)\n\n\tYou can use `get_in` to navigate into a nested `coll` (***coll***ection) by following a\n\tsequence of `keys`. `get_in` applies each key in `keys` sequentially using\n\t`operator.getitem`[1]. If the path does not exist, `get_in` returns `default`. If\n\t`no_default` is `True`, `get_in` re-raises the original exception instead of returning\n\t`default`.\n\n\tParameters\n\t----------\n\tkeys : Sequence[K]\n\t\tSequence of keys that describes the path to traverse in `coll`.\n\tcoll : SupportsGetItem[K, V]\n\t\tCollection to traverse. `get_in` applies each key in `keys` to the current `coll`\n\t\tusing `operator.getitem`[1], so `coll` can be any nested structure such as a `dict`\n\t\tor `list`.\n\tdefault : V | None = None\n\t\tValue to return when the path in `keys` does not exist in `coll`.\n\tno_default : bool = False\n""\t\tWhen `True`, re-raise the original `KeyError`, `IndexError`, or `TypeError`\n\t\tinstead of returning `default`.\n\n\tReturns\n\t-------\n\tvalue : V | None\n\t\tThe value at the nested path in `coll`, or `default` if the path does not exist.\n\n\tRaises\n\t------\n\tKeyError\n\t\tWhen `no_default` is `True` and a key is missing from a mapping.\n\tIndexError\n\t\tWhen `no_default` is `True` and an index is out of range.\n\tTypeError\n\t\tWhen `no_default` is `True` and a key type is incompatible with `coll`.\n\n\tSee Also\n\t--------\n\titertoolz.get : Retrieve a value or values from a collection.\n\toperator.getitem : Return the value at a given key in a collection.\n\tassoc_in : Create a new `Mapping` from `d` with a value at a nested path.\n\tupdate_in : Apply a `Callable` to a value at a nested path in a `Mapping`.\n\n\tExamples\n\t--------\n\t>>> transaction = {'name': 'Alice',\n\t...                'purchase': {'items': ['Apple', 'Orange'],\n\t...                             'costs': [0.50, 1.25]},\n\t...                'credit card': '5555-1234-1234-1234'}\n\t>>> get_in(['purchase', 'items', 0], transaction)\n\t'Apple'\n\t>>> get_in(['name'], transaction)\n\t'Alice'\n\t>>> get_in(['purchase', 'total'], transaction)\n\t>>> get_in(['purchase', 'items', 'apple'], transaction)\n\t>>> get_in(['purchase', 'items', 10], transaction)\n\t>>> get_in(['purchase', 'total'], transaction, 0)\n\t0\n\t>>> get_in(['y'], {}, no_default=True)\n\tTraceback (most recent call last):\n\t\t...\n\tKeyError: 'y'\n\n\tReferences\n\t----------\n\t[1] Python `operator` module\n\t\thttps://docs.python.org/3/library/operator.html#operator.getitem\n\tget_in (line 887)humpy_cytoolz/dicttoolz.pyxisenableditemfilter (line 535)itemfilter(predicate: collections.abc.Callable[[tuple[K, V]], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\n\tRetain only items from `d` whose key""-value pairs satisfy `predicate` and return a new `Mapping`.\n\n\t(AI generated docstring)\n\n\tYou can use `itemfilter` to select items from `d` (***d***ictionary) by both key and value\n\tsimultaneously. `itemfilter` calls `predicate` with each item yielded by `d.items()`. Each\n\titem is passed to `predicate` as a `tuple[K, V]`. `itemfilter` inserts each item for which\n\t`predicate` returns `True` into a new `MutableMapping`[1] created by `factory`. `itemfilter`\n\tdoes not change `d`.\n\n\tParameters\n\t----------\n\tpredicate : Callable[[tuple[K, V]], bool]\n\t\t`Callable` applied to each item of `d`. Each item is passed to `predicate` as a\n\t\t`tuple[K, V]`, and `predicate` must return `True` for the item to be retained.\n\td : Mapping[K, V]\n\t\tSource `Mapping`[1]. `itemfilter` reads all items from `d` and does not change `d`.\n\tfactory : Callable[[], MutableMapping[K, V]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingFiltered : MutableMapping[K, V]\n\t\tNew `MutableMapping` created by `factory` containing only items from `d` for which\n\t\t`predicate` returns `True`.\n\n\tSee Also\n\t--------\n\tkeyfilter : Retain only items from `d` whose keys satisfy `predicate` and return a new `Mapping`.\n\tvalfilter : Retain only items from `d` whose values satisfy `predicate` and return a new `Mapping`.\n\titemmap : Apply a `Callable` to all items of a `Mapping` and return a new `Mapping`.\n\n\t>>> def isvalid(item):\n\t...     k, v = item\n\t...     return k % 2 == 0 and v < 4\n\n\t>>> d = {1: 2, 2: 3, 3: 4, 4: 5}\n\t>>> itemfilter(isvalid, d)\n\t{2: 3}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\titemmap(func: collections.abc.Callable[[tuple[K, V]], tuple[L, W]], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, W]] = dict) -> collections.abc.MutableMapping[L, W]""\n\n\tApply `func` to all items of `d` and return a new `Mapping` with the transformed items.\n\n\t(AI generated docstring)\n\n\tYou can use `itemmap` to transform all keys and values in `d` simultaneously without\n\tchanging `d`. `itemmap` applies `func` to each item yielded by `d.items()`. Each item\n\tis passed to `func` as a `tuple[K, V]`, and `func` must return a `tuple[L, W]`. `itemmap`\n\tinserts each returned `tuple` as a new key-value pair in a `MutableMapping`[1] created\n\tby `factory`.\n\n\tParameters\n\t----------\n\tfunc : Callable[[tuple[K, V]], tuple[L, W]]\n\t\t`Callable` applied to each item of `d`. Each item of `d` is passed to `func` as a\n\t\t`tuple[K, V]`, and `func` must return a `tuple[L, W]` containing the new key and value.\n\td : Mapping[K, V]\n\t\tSource `Mapping`[1]. `itemmap` reads all items from `d` and does not change `d`.\n\tfactory : Callable[[], MutableMapping[L, W]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingTransformed : MutableMapping[L, W]\n\t\tNew `MutableMapping` created by `factory` populated with each `tuple[L, W]` returned\n\t\tby `func`.\n\n\tSee Also\n\t--------\n\tkeymap : Apply a `Callable` to all keys of a `Mapping` and return a new `Mapping`.\n\tvalmap : Apply a `Callable` to all values of a `Mapping` and return a new `Mapping`.\n\n\t>>> accountids = {\"Alice\": 10, \"Bob\": 20}\n\t>>> itemmap(reversed, accountids)  # doctest: +SKIP\n\t{10: \"Alice\", 20: \"Bob\"}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\titemmap (line 353)keyfilter (line 474)keyfilter(predicate: collections.abc.Callable[[K], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\n\tRetain only items from `d` whose keys satisfy `predicate` and return a new `Mapping`.\n\n\t(AI generated doc""string)\n\n\tYou can use `keyfilter` to select items from `d` (***d***ictionary) by their keys. `keyfilter`\n\tcalls `predicate` with each key yielded by `d.keys()`. `keyfilter` inserts each item whose\n\tkey causes `predicate` to return `True` into a new `MutableMapping`[1] created by `factory`.\n\t`keyfilter` does not change `d`.\n\n\tParameters\n\t----------\n\tpredicate : Callable[[K], bool]\n\t\t`Callable` applied to each key of `d`. `keyfilter` keeps each item for which `predicate`\n\t\treturns `True`.\n\td : Mapping[K, V]\n\t\tSource `Mapping`[1]. `keyfilter` reads all items from `d` and does not change `d`.\n\tfactory : Callable[[], MutableMapping[K, V]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingFiltered : MutableMapping[K, V]\n\t\tNew `MutableMapping` created by `factory` containing only items from `d` whose keys\n\t\tcause `predicate` to return `True`.\n\n\tSee Also\n\t--------\n\tvalfilter : Retain only items from `d` whose values satisfy `predicate` and return a new `Mapping`.\n\titemfilter : Retain only items from `d` whose key-value pairs satisfy `predicate` and return a new `Mapping`.\n\tkeymap : Apply a `Callable` to all keys of a `Mapping` and return a new `Mapping`.\n\n\t>>> iseven = lambda x: x % 2 == 0\n\t>>> d = {1: 2, 2: 3, 3: 4, 4: 5}\n\t>>> keyfilter(iseven, d)\n\t{2: 3, 4: 5}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tkeymap(func: collections.abc.Callable[[K], L], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[L, V]] = dict) -> collections.abc.MutableMapping[L, V]\n\n\tApply `func` to all keys of `d` and return a new `Mapping` with the transformed keys.\n\n\t(AI generated docstring)\n\n\tYou can use `keymap` to transform all keys in `d` without changing `d`. `keymap` applies\n\t`func` to each key yielded by `d.keys()` and builds a new ""`MutableMapping`[1] created by\n\t`factory`, associating each transformed key with the corresponding original value of `d`.\n\n\tParameters\n\t----------\n\tfunc : Callable[[K], L]\n\t\t`Callable` applied to each key of `d`. Each key of `d` is passed to `func`\n\t\tindividually, and `func` returns the corresponding transformed key.\n\td : Mapping[K, V]\n\t\tSource `Mapping`[1]. `keymap` reads all keys from `d` and does not change `d`.\n\tfactory : Callable[[], MutableMapping[L, V]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingTransformed : MutableMapping[L, V]\n\t\tNew `MutableMapping` created by `factory` in which each key from `d` is replaced by\n\t\tthe result of applying `func` to that key, associated with the original value of `d`.\n\n\tSee Also\n\t--------\n\tvalmap : Apply a `Callable` to all values of a `Mapping` and return a new `Mapping`.\n\titemmap : Apply a `Callable` to all items of a `Mapping` and return a new `Mapping`.\n\n\t>>> bills = {\"Alice\": [20, 15, 30], \"Bob\": [10, 35]}\n\t>>> keymap(str.lower, bills)  # doctest: +SKIP\n\t{'alice': [20, 15, 30], 'bob': [10, 35]}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tkeymap (line 296)merge(*dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nMerge a collection of dictionaries and return a new `Mapping`.\n\n(AI generated docstring)\n\nYou can use `merge` to combine two or more `Mapping`[1] objects into a single new `Mapping`.\n`merge` calls `factory` to create the result, then updates it in order with each `Mapping` in\n`dicts`. When the same key appears in more than one element, the value from the later element\ntakes precedence. You can also pass a single `Iterable[Mapping[K, V]]` as the sole positional\nargument instead of multiple `Mapping` ""arguments.\n\nParameters\n----------\n*dicts : Mapping[K, V]\n\t`Mapping` objects to merge. Alternatively, pass a single `Iterable[Mapping[K, V]]` as the\n\tsole positional argument.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingMerged : MutableMapping[K, V]\n\tNew `MutableMapping` created by `factory` containing all key-value pairs from `dicts`. For\n\tduplicate keys, the value from the last `Mapping` in `dicts` that contains the key takes\n\tprecedence.\n\nSee Also\n--------\nmerge_with : Merge dictionaries and apply a `Callable` to combined values.\n\nExamples\n--------\n>>> merge({1: 'one'}, {2: 'two'})\n{1: 'one', 2: 'two'}\n\nLater dictionaries have precedence\n\n>>> merge({1: 2, 3: 4}, {3: 3, 4: 4})\n{1: 2, 3: 3, 4: 4}\n\nReferences\n----------\n[1] Python `collections.abc` module\n\thttps://docs.python.org/3/library/collections.abc.html\n\tmerge (line 98)merge_with(func: collections.abc.Callable[[list[V]], V], *dicts: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\nMerge dictionaries and apply a `Callable` to combined values.\n\n(AI generated docstring)\n\nYou can use `merge_with` to combine two or more `Mapping`[1] objects and resolve key conflicts\nby applying `func` to a `list` of all values associated with each key. For each key that\nappears in one or more elements of `dicts`, `merge_with` collects all associated values into a\n`list` in the order they appear across `dicts`, then calls `func` with that `list` to produce\nthe value in the result. You can also pass a single `Iterable[Mapping[K, V]]` as the sole\npositional argument after `func`.\n\nParameters\n----------\nfunc : Callable[[list[V]], V]\n\t`Callable` applied to the `list` of values associated with each key across all `Mapping`\n\tobjects in `dicts`. `func` receives a non-empty `list` a""nd must return the merged value for\n\tthat key.\n*dicts : Mapping[K, V]\n\t`Mapping` objects to merge. Alternatively, pass a single `Iterable[Mapping[K, V]]` as the\n\tsole positional argument after `func`.\nfactory : Callable[[], MutableMapping[K, V]] = dict\n\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\nReturns\n-------\nmappingMerged : MutableMapping[K, V]\n\tNew `MutableMapping` created by `factory` where each key maps to the result of calling\n\t`func` with all values associated with that key across `dicts`.\n\nSee Also\n--------\nmerge : Merge a collection of `Mapping` objects into a new `Mapping`.\n\nExamples\n--------\n>>> merge_with(sum, {1: 1, 2: 2}, {1: 10, 2: 20})\n{1: 11, 2: 22}\n\n>>> merge_with(first, {1: 1, 2: 2}, {2: 20, 3: 30})  # doctest: +SKIP\n{1: 1, 2: 2, 3: 30}\n\nReferences\n----------\n[1] Python `collections.abc` module\n\thttps://docs.python.org/3/library/collections.abc.html\n\tmerge_with (line 185)no default __reduce__ due to non-trivial __cinit__<stringsource>update_in(d: collections.abc.Mapping[K, V], keys: collections.abc.Sequence[K], func: collections.abc.Callable[[V], V], default: V | None = None, factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\n\tApply a `Callable` to a value at a nested path in a `Mapping`.\n\n\t(AI generated docstring)\n\n\tYou can use `update_in` to produce a copy of `d` with the value at the nested path\n\tspecified by `keys` replaced by the result of calling `func` on the current value.\n\t`update_in` creates intermediate `MutableMapping` instances as needed when a key in\n\t`keys` is absent from `d`. If the innermost key is absent, `func` receives `default`\n\tinstead of an existing value. `update_in` does not mutate `d` or any nested `Mapping`\n\twithin `d`.\n\n\tParameters\n\t----------\n\td : Mapping[K, V]\n\t\tSource `Mapping`.\n\tkeys : Sequence[K]\n\t\tNon-empty sequence of keys specifying the nested path ""to the value to update in `d`.\n\tfunc : Callable[[V], V]\n\t\t`Callable` applied to the current value at the path in `keys`. If the innermost\n\t\tkey is absent from `d`, `func` receives `default`.\n\tdefault : V | None = None\n\t\tValue passed to `func` when the innermost key is absent from `d`.\n\tfactory : Callable[[], MutableMapping[K, V]] = dict\n\t\t`Callable` that creates each new `MutableMapping`[1] in the result.\n\n\tReturns\n\t-------\n\tmappingUpdated : MutableMapping[K, V]\n\t\tNew `MutableMapping` based on `d` with the value at the path specified by `keys`\n\t\treplaced by the result of `func`.\n\n\tSee Also\n\t--------\n\tassoc_in : Create a new `Mapping` from `d` with a value at a nested path.\n\tget_in : Retrieve a value at a nested path in a `Mapping`.\n\tassoc : Create a new `Mapping` from `d` with one key associated to a value.\n\n\tExamples\n\t--------\n\t>>> inc = lambda x: x + 1\n\t>>> update_in({'a': 0}, ['a'], inc)\n\t{'a': 1}\n\n\t>>> update_in({}, ['z'], inc, 0)\n\t{'z': 1}\n\n\t>>> update_in({}, [1, 2, 3], str, default=\"bar\")\n\t{1: {2: {3: 'bar'}}}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tupdate_in (line 796)valfilter (line 413)valfilter(predicate: collections.abc.Callable[[V], bool], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, V]] = dict) -> collections.abc.MutableMapping[K, V]\n\n\tRetain only items from `d` whose values satisfy `predicate` and return a new `Mapping`.\n\n\t(AI generated docstring)\n\n\tYou can use `valfilter` to select items from `d` (***d***ictionary) by their values. `valfilter`\n\tcalls `predicate` with each value yielded by `d.values()`. `valfilter` inserts each item whose\n\tvalue causes `predicate` to return `True` into a new `MutableMapping`[1] created by `factory`.\n\t`valfilter` does not change `d`.\n\n\tParameters\n\t----------\n\tpredicate : Callable[[V],"" bool]\n\t\t`Callable` applied to each value of `d`. `valfilter` keeps each item for which `predicate`\n\t\treturns `True`.\n\td : Mapping[K, V]\n\t\tSource `Mapping`[1]. `valfilter` reads all items from `d` and does not change `d`.\n\tfactory : Callable[[], MutableMapping[K, V]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingFiltered : MutableMapping[K, V]\n\t\tNew `MutableMapping` created by `factory` containing only items from `d` whose values\n\t\tcause `predicate` to return `True`.\n\n\tSee Also\n\t--------\n\tkeyfilter : Retain only items from `d` whose keys satisfy `predicate` and return a new `Mapping`.\n\titemfilter : Retain only items from `d` whose key-value pairs satisfy `predicate` and return a new `Mapping`.\n\tvalmap : Apply a `Callable` to all values of a `Mapping` and return a new `Mapping`.\n\n\t>>> iseven = lambda x: x % 2 == 0\n\t>>> d = {1: 2, 2: 3, 3: 4, 4: 5}\n\t>>> valfilter(iseven, d)\n\t{1: 2, 3: 4}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tvalmap(func: collections.abc.Callable[[V], W], d: collections.abc.Mapping[K, V], factory: collections.abc.Callable[[], collections.abc.MutableMapping[K, W]] = dict) -> collections.abc.MutableMapping[K, W]\n\n\tApply `func` to all values of `d` and return a new `Mapping` with the transformed values.\n\n\t(AI generated docstring)\n\n\tYou can use `valmap` to transform all values in `d` without changing `d`. `valmap` applies\n\t`func` to each value yielded by `d.values()` and builds a new `MutableMapping`[1] created\n\tby `factory`, preserving each original key associated with its transformed value.\n\n\tParameters\n\t----------\n\tfunc : Callable[[V], W]\n\t\t`Callable` applied to each value of `d`. Each value of `d` is passed to `func`\n\t\tindividually, and `func` returns the corresponding transformed value.\n\td : Mapping[K, V]\n\t\tSource `Mapping`[1]. `v""almap` reads all values from `d` and does not change `d`.\n\tfactory : Callable[[], MutableMapping[K, W]] = dict\n\t\t`Callable` that creates the `MutableMapping`[1] to `return`.\n\n\tReturns\n\t-------\n\tmappingTransformed : MutableMapping[K, W]\n\t\tNew `MutableMapping` created by `factory` in which each key from `d` is associated\n\t\twith the result of applying `func` to the corresponding value of `d`.\n\n\tSee Also\n\t--------\n\tkeymap : Apply a `Callable` to all keys of a `Mapping` and return a new `Mapping`.\n\titemmap : Apply a `Callable` to all items of a `Mapping` and return a new `Mapping`.\n\n\t>>> bills = {\"Alice\": [20, 15, 30], \"Bob\": [10, 35]}\n\t>>> valmap(sum, bills)  # doctest: +SKIP\n\t{'Alice': 65, 'Bob': 45}\n\n\tReferences\n\t----------\n\t[1] Python `collections.abc` module\n\t\thttps://docs.python.org/3/library/collections.abc.html\n\tvalmap (line 239)Mapping__Pyx_PyDict_NextRefabc__all__assocassoc_inasyncio.coroutines__class_getitem__cline_in_tracebackcollcollectionsddefaultdictsdifference_updatedissocfactoryformatfunc__func__get_in__getstate__humpy_cytoolz.dicttoolz_is_coroutineititemfilteritemmapitems_iter_mapping_iter_mapping.__reduce_cython___iter_mapping.__setstate_cython__keykeyfilterkeymapkeyskwargs__main__mergemerge_with__module____name__nextno_defaultpoppopitempredicate__pyx_capi____pyx_state__qualname____reduce____reduce_cython____reduce_ex__self__set_name__setdefault__setstate____setstate_cython____test__updateupdate_invalfiltervalmapvaluevaluesPyObject *(PyObject *, PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_assoc_in *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_update_in *__pyx_optional_args)\000PyObject *(PyObject *, PyO""bject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_get_in *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemfilter *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_itemmap *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keyfilter *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_keymap *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valfilter *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_valmap *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_dissoc *__pyx_optional_args)\000PyObject *(PyObject *, PyObject *, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge_with *__pyx_optional_args)\000PyObject *(PyObject *, struct __pyx_opt_args_13humpy_cytoolz_9dicttoolz_c_merge *__pyx_optional_args)\000__pyx_t_13humpy_cytoolz_9dicttoolz_f_map_next (PyObject *, PyObject **)\000int (PyObject *, Py_ssize_t *, PyObject **, PyObject **)\000assoc\000assoc_in\000update_in\000get_in\000itemfilter\000itemmap\000keyfilter\000keymap\000valfilter\000valmap\000c_dissoc\000c_merge_with\000c_merge\000get_map_iter\000PyMapping_Next\320\000:\270!\360^\001\000\003\024\2201\340\001\006\200g\210Q\330\001\005\200\\\220\021\220#\220Q\220a\330\001\005\200X\210Q\330\001\n\210!\2101\330\001\007\200q\210\001\210\023\210A\210U\220!\2206\230\021\230!\330\002\004\200A\200T\210\021\210(\220)\2308\2401\330\001\010\210\001\320\000:\270!\360^\001\000\003\024\2201\340\001\006\200g\210Q\330\001\005\200""\\\220\021\220#\220Q\220a\330\001\005\200X\210Q\330\001\n\210!\2101\330\001\007\200q\210\001\210\023\210A\210U\220!\2206\230\021\230!\330\002\004\200A\200X\210X\220T\230\021\230(\240!\330\001\010\210\001\320\000;\2701\360b\001\000\003\024\2201\340\001\006\200g\210Q\330\001\005\200\\\220\021\220#\220Q\220a\330\001\005\200X\210Q\330\001\n\210!\2101\330\001\007\200q\210\001\210\023\210A\210U\220!\2206\230\021\230!\330\002\005\200T\210\024\210R\210x\220v\230X\240Q\330\002\004\200A\200U\210!\330\001\010\210\001\320\000B\300!\360d\001\000\003\024\2201\340\001\006\200g\210Q\330\001\005\200\\\220\021\220#\220Q\220a\330\001\005\200X\210Q\330\001\n\210!\2101\330\001\007\200q\210\001\210\023\210A\210U\220!\2206\230\021\230!\330\002\005\200Y\210a\210x\220q\330\003\005\200Q\200h\210h\220h\230a\330\001\010\210\001\320\000C\3001\360l\001\000\003\024\2201\340\001\006\200g\210Q\330\001\005\200\\\220\021\220#\220Q\220a\330\001\005\200X\210Q\330\001\n\210!\2101\330\001\007\200q\210\001\210\023\210A\210U\220!\2206\230\021\230!\330\002\006\200h\210a\330\002\006\200h\210a\330\002\005\200Y\210b\220\003\2201\330\003\005\200Q\200e\2101\330\001\010\210\001\320\000\032\230!\360`\001\000\002\005\200C\200q\210\007\210s\220\"\220D\230\004\230J\240a\240u\250A\250T\260\021\330\002\n\210%\210q\220\001\330\001\010\210\007\210q\220\007\220q\320\000F\300a\360N\001\000\002\007\200g\210Q\330\001\004\320\004\025\220Q\220a\330\002\017\210q\220\004\220A\340\002\004\200G\2101\210A\330\001\003\2001\200G\2101\330\001\010\210\001\320\000J\320J_\320_`\360v\001\000\002\013\210'\220\024\220Q\220d\230$\230a\230q\330\001\006\200g\210Q\330\001\004\320\004\025\220Q\220a\330\002\017\210q\220\004\220A\340\002\004\200G\2101\210A\330\001\t\210\021\340\001\005\200W\210A\330\002\005\200X\210S\220\001\330\003\007\200q\210\001\210\021\330\003\013\2107\220!\330\003\006\320\006\027\220q\230\001\330\004\021\220\021\220'\230\021\340\004\t\210\027\220\001\220\021\340\003\007\200w\210a\330\003\013\2101\330\002\007\200q\210\013""\2201\330\002\014\210A\330\002\n\210!\340\001\004\200H\210C\210q\330\002\010\210\004\210A\210Q\210a\210q\340\002\010\210\004\210A\210Q\330\001\006\200a\200{\220!\330\001\010\210\001\320\000J\310!\360d\001\000\002\013\210'\220\024\220Q\220d\230$\230a\230q\330\001\006\200g\210Q\330\001\004\320\004\025\220Q\220a\330\002\017\210q\220\004\220A\340\002\004\200G\2101\210A\330\001\t\210\021\340\001\005\200W\210A\330\002\005\200X\210S\220\001\330\003\007\200q\210\001\210\021\330\003\013\2107\220!\330\003\006\320\006\027\220q\230\001\330\004\021\220\021\220'\230\021\340\004\t\210\027\220\001\220\021\340\003\007\200w\210a\330\003\013\2101\330\002\007\200q\210\013\2201\330\002\014\210A\330\002\n\210!\340\001\006\200a\200{\220!\330\001\010\210\001\200\001\330\004\n\210+\220Q\320\000%\240Q\360d\001\000\002\005\200C\200q\210\007\210s\220\"\220D\230\004\230J\240a\240u\250A\250T\260\021\330\002\n\210%\210q\220\001\330\001\010\210\014\220A\220V\2307\240!\320\000=\320=U\320UV\360T\002\000\002\003\330\002\006\200h\210a\330\003\n\210$\210a\210q\330\002\t\210\021\330\010\t\330\002\005\200Q\330\003\004\330\002\t\210\021\200\001\360j\001\000\002\t\210\010\220\001\220\023\220F\230+\240Q\240j\260\001";
    PyObject *data = NULL;
    CYTHON_UNUSED_VAR(__Pyx_DecompressString);
    #endif
    PyObject **stringtab = __pyx_mstate->__pyx_string_tab;
    Py_ssize_t pos = 0;
    for (int i = 0; i < 100; i++) {
      Py_ssize_t bytes_length = index[i].length;
      PyObject *string = PyUnicode_DecodeUTF8(bytes + pos, bytes_length, NULL);
      if (likely(string) && i >= 36) PyUnicode_InternInPlace(&string);
      if (unlikely(!string)) {
        Py_XDECREF(data);
        __PYX_ERR(0, 1, __pyx_L1_error)
      }
      stringtab[i] = string;
      pos += bytes_length;
    }
    for (int i = 100; i < 114; i++) {
      Py_ssize_t bytes_length = index[i].length;
      PyObject *string = PyBytes_FromStringAndSize(bytes + pos, bytes_length);
      stringtab[i] = string;
      pos += bytes_length;
      if (unlikely(!string)) {
        Py_XDECREF(data);
        __PYX_ERR(0, 1, __pyx_L1_error)
      }
    }
    Py_XDECREF(data);
    for (Py_ssize_t i = 0; i < 114; i++) {
      if (unlikely(PyObject_Hash(stringtab[i]) == -1)) {
        __PYX_ERR(0, 1, __pyx_L1_error)
      }
    }
    #if CYTHON_IMMORTAL_CONSTANTS
    {
      PyObject **table = stringtab + 100;
      for (Py_ssize_t i=0; i<14; ++i) {
        #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
        #if PY_VERSION_HEX < 0x030E0000
        if (_Py_IsOwnedByCurrentThread(table[i]) && Py_REFCNT(table[i]) == 1)
        #else
        if (PyUnstable_Object_IsUniquelyReferenced(table[i]))
        #endif
        {
          Py_SET_REFCNT(table[i], _Py_IMMORTAL_REFCNT_LOCAL);
        }
        #else
        Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT);
        #endif
      }
    }
    #endif
  }
  {
    PyObject **numbertab = __pyx_mstate->__pyx_number_tab + 0;
    int8_t const cint_constants_1[] = {1};
    for (int i = 0; i < 1; i++) {
      numbertab[i] = PyLong_FromLong(cint_constants_1[i - 0]);
      if (unlikely(!numbertab[i])) __PYX_ERR(0, 1, __pyx_L1_error)
    }
  }
  #if CYTHON_IMMORTAL_CONSTANTS
  {
    PyObject **table = __pyx_mstate->__pyx_number_tab;
    for (Py_ssize_t i=0; i<1; ++i) {
      #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
      #if PY_VERSION_HEX < 0x030E0000
      if (_Py_IsOwnedByCurrentThread(table[i]) && Py_REFCNT(table[i]) == 1)
      #else
      if (PyUnstable_Object_IsUniquelyReferenced(table[i]))
      #endif
      {
        Py_SET_REFCNT(table[i], _Py_IMMORTAL_REFCNT_LOCAL);
      }
      #else
      Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT);
      #endif
    }
  }
  #endif
  return 0;
  __pyx_L1_error:;
  return -1;
}
/* #### Code section: init_codeobjects ### */
typedef struct {
    unsigned int argcount : 3;
    unsigned int num_posonly_args : 1;
    unsigned int num_kwonly_args : 1;
    unsigned int nlocals : 3;
    unsigned int flags : 10;
    unsigned int first_line : 10;
} __Pyx_PyCode_New_function_description;
/* NewCodeObj.proto */
static PyObject* __Pyx_PyCode_New(
        const __Pyx_PyCode_New_function_description descr,
        PyObject * const *varnames,
        PyObject *filename,
        PyObject *funcname,
        PyObject *line_table,
        PyObject *tuple_dedup_map
);


static int __Pyx_CreateCodeObjects(__pyx_mstatetype *__pyx_mstate) {
  PyObject* tuple_dedup_map = PyDict_New();
  if (unlikely(!tuple_dedup_map)) return -1;
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 1, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 1};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self};
    __pyx_mstate_global->__pyx_codeobj_tab[0] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_reduce_cython, __pyx_mstate->__pyx_kp_b_iso88591_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[0])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {2, 0, 0, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 3};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_self, __pyx_mstate->__pyx_n_u_pyx_state};
    __pyx_mstate_global->__pyx_codeobj_tab[1] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_stringsource, __pyx_mstate->__pyx_n_u_setstate_cython, __pyx_mstate->__pyx_kp_b_iso88591_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[1])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {0, 0, 1, 2, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_VARARGS), 98};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_factory, __pyx_mstate->__pyx_n_u_dicts};
    __pyx_mstate_global->__pyx_codeobj_tab[2] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_merge, __pyx_mstate->__pyx_kp_b_iso88591_Cq_s_D_JauAT_q_q_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[2])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 1, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_VARARGS), 185};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_func, __pyx_mstate->__pyx_n_u_factory, __pyx_mstate->__pyx_n_u_dicts};
    __pyx_mstate_global->__pyx_codeobj_tab[3] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_merge_with, __pyx_mstate->__pyx_kp_b_iso88591_Qd_Cq_s_D_JauAT_q_AV7, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[3])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 239};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_func, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[4] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_valmap, __pyx_mstate->__pyx_kp_b_iso88591_1_gQ_Qa_XQ_1_q_AU_6_AXXT, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[4])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 296};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_func, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[5] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_keymap, __pyx_mstate->__pyx_kp_b_iso88591_1_gQ_Qa_XQ_1_q_AU_6_AT_81, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[5])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 353};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_func, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[6] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_itemmap, __pyx_mstate->__pyx_kp_b_iso88591_1b_1_gQ_Qa_XQ_1_q_AU_6_T_RxvXQ, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[6])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 413};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_predicate, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[7] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_valfilter, __pyx_mstate->__pyx_kp_b_iso88591_B_d_1_gQ_Qa_XQ_1_q_AU_6_Yaxq_Qh, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[7])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 474};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_predicate, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[8] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_keyfilter, __pyx_mstate->__pyx_kp_b_iso88591_B_d_1_gQ_Qa_XQ_1_q_AU_6_Yaxq_Qh, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[8])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {3, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 535};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_predicate, __pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[9] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_itemfilter, __pyx_mstate->__pyx_kp_b_iso88591_C1l_1_gQ_Qa_XQ_1_q_AU_6_ha_ha_Y, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[9])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 602};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_key, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[10] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_assoc, __pyx_mstate->__pyx_kp_b_iso88591_FaN_gQ_Qa_q_A_G1A_1G1, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[10])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 649};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_keys, __pyx_mstate->__pyx_n_u_value, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[11] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_assoc_in, __pyx_mstate->__pyx_kp_b_iso88591_J_d_Qd_aq_gQ_Qa_q_A_G1A_WA_XS_q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[11])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {1, 0, 0, 3, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS|CO_VARARGS|CO_VARKEYWORDS), 741};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_keys, __pyx_mstate->__pyx_n_u_kwargs};
    __pyx_mstate_global->__pyx_codeobj_tab[12] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_dissoc, __pyx_mstate->__pyx_kp_b_iso88591_j_F_Qj, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[12])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 796};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_d, __pyx_mstate->__pyx_n_u_keys, __pyx_mstate->__pyx_n_u_func, __pyx_mstate->__pyx_n_u_default, __pyx_mstate->__pyx_n_u_factory};
    __pyx_mstate_global->__pyx_codeobj_tab[13] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_update_in, __pyx_mstate->__pyx_kp_b_iso88591_JJ___v_Qd_aq_gQ_Qa_q_A_G1A_WA_X, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[13])) goto bad;
  }
  {
    const __Pyx_PyCode_New_function_description descr = {4, 0, 0, 4, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 887};
    PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_keys, __pyx_mstate->__pyx_n_u_coll, __pyx_mstate->__pyx_n_u_default, __pyx_mstate->__pyx_n_u_no_default};
    __pyx_mstate_global->__pyx_codeobj_tab[14] = __Pyx_PyCode_New(descr, varnames, __pyx_mstate->__pyx_kp_u_humpy_cytoolz_dicttoolz_pyx, __pyx_mstate->__pyx_n_u_get_in, __pyx_mstate->__pyx_kp_b_iso88591_UUVT_ha_aq_Q, tuple_dedup_map); if (unlikely(!__pyx_mstate_global->__pyx_codeobj_tab[14])) goto bad;
  }
  Py_DECREF(tuple_dedup_map);
  return 0;
  bad:
  Py_DECREF(tuple_dedup_map);
  return -1;
}
/* #### Code section: init_globals ### */

static int __Pyx_InitGlobals(void) {
  /* PythonCompatibility.init */
  if (likely(__Pyx_init_co_variables() == 0)); else
  
  if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error)

  /* CommonTypesMetaclass.init */
  if (likely(__pyx_CommonTypesMetaclass_init(__pyx_m) == 0)); else
  
  if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error)

  /* CachedMethodType.init */
  #if CYTHON_COMPILING_IN_LIMITED_API
  {
      PyObject *typesModule=NULL;
      typesModule = PyImport_ImportModule("types");
      if (typesModule) {
          __pyx_mstate_global->__Pyx_CachedMethodType = PyObject_GetAttrString(typesModule, "MethodType");
          Py_DECREF(typesModule);
      }
  } // error handling follows
  #endif
  
  if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error)

  /* CythonFunctionShared.init */
  if (likely(__pyx_CyFunction_init(__pyx_m) == 0)); else
  
  if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error)

  return 0;
  __pyx_L1_error:;
  return -1;
}
/* #### Code section: cleanup_globals ### */
/* #### Code section: cleanup_module ### */
/* #### Code section: main_method ### */
/* #### Code section: utility_code_pragmas ### */
#ifdef _MSC_VER
#pragma warning( push )
/* Warning 4127: conditional expression is constant
 * Cython uses constant conditional expressions to allow in inline functions to be optimized at
 * compile-time, so this warning is not useful
 */
#pragma warning( disable : 4127 )
#endif



/* #### Code section: utility_code_def ### */

/* --- Runtime support code --- */
/* Refnanny */
#if CYTHON_REFNANNY
static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
    PyObject *m = NULL, *p = NULL;
    void *r = NULL;
    m = PyImport_ImportModule(modname);
    if (!m) goto end;
    p = PyObject_GetAttrString(m, "RefNannyAPI");
    if (!p) goto end;
    r = PyLong_AsVoidPtr(p);
end:
    Py_XDECREF(p);
    Py_XDECREF(m);
    return (__Pyx_RefNannyAPIStruct *)r;
}
#endif

/* TupleAndListFromArray (used by fastcall) */
#if !CYTHON_COMPILING_IN_CPYTHON && CYTHON_METH_FASTCALL
static CYTHON_INLINE PyObject *
__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    Py_ssize_t i;
    if (n <= 0) {
        return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple);
    }
    res = PyTuple_New(n);
    if (unlikely(res == NULL)) return NULL;
    for (i = 0; i < n; i++) {
        if (unlikely(__Pyx_PyTuple_SET_ITEM(res, i, src[i]) < (0))) {
            Py_DECREF(res);
            return NULL;
        }
        Py_INCREF(src[i]);
    }
    return res;
}
#elif CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE void __Pyx_copy_object_array(PyObject *const *CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) {
    PyObject *v;
    Py_ssize_t i;
    for (i = 0; i < length; i++) {
        v = dest[i] = src[i];
        Py_INCREF(v);
    }
}
static CYTHON_INLINE PyObject *
__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    if (n <= 0) {
        return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple);
    }
    res = PyTuple_New(n);
    if (unlikely(res == NULL)) return NULL;
    __Pyx_copy_object_array(src, ((PyTupleObject*)res)->ob_item, n);
    return res;
}
static CYTHON_INLINE PyObject *
__Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n)
{
    PyObject *res;
    if (n <= 0) {
        return PyList_New(0);
    }
    res = PyList_New(n);
    if (unlikely(res == NULL)) return NULL;
    __Pyx_copy_object_array(src, ((PyListObject*)res)->ob_item, n);
    return res;
}
#endif

/* BytesEquals (used by UnicodeEquals) */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL ||\
        !(CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS)
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    if (s1 == s2) {
        return (equals == Py_EQ);
    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
        const char *ps1, *ps2;
        Py_ssize_t length = PyBytes_GET_SIZE(s1);
        if (length != PyBytes_GET_SIZE(s2))
            return (equals == Py_NE);
        ps1 = PyBytes_AS_STRING(s1);
        ps2 = PyBytes_AS_STRING(s2);
        if (ps1[0] != ps2[0]) {
            return (equals == Py_NE);
        } else if (length == 1) {
            return (equals == Py_EQ);
        } else {
            int result;
#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000)
            Py_hash_t hash1, hash2;
            hash1 = ((PyBytesObject*)s1)->ob_shash;
            hash2 = ((PyBytesObject*)s2)->ob_shash;
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                return (equals == Py_NE);
            }
#endif
            result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

/* UnicodeEquals (used by fastcall) */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length, length2;
        int kind;
        void *data1, *data2;
        #if !CYTHON_COMPILING_IN_LIMITED_API
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        #endif
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(length < 0)) return -1;
        #endif
        length2 = __Pyx_PyUnicode_GET_LENGTH(s2);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(length2 < 0)) return -1;
        #endif
        if (length != length2) {
            goto return_ne;
        }
#if CYTHON_USE_UNICODE_INTERNALS
        {
            Py_hash_t hash1, hash2;
            hash1 = ((PyASCIIObject*)s1)->hash;
            hash2 = ((PyASCIIObject*)s2)->hash;
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                goto return_ne;
            }
        }
#endif
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, (size_t)(length * kind));
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    return (equals == Py_EQ);
return_ne:
    return (equals == Py_NE);
#endif
}

/* fastcall */
#if CYTHON_METH_FASTCALL
static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s)
{
    Py_ssize_t i, n = __Pyx_PyTuple_GET_SIZE(kwnames);
    #if !CYTHON_ASSUME_SAFE_SIZE
    if (unlikely(n == -1)) return NULL;
    #endif
    for (i = 0; i < n; i++)
    {
        PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i);
        #if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely(!namei)) return NULL;
        #endif
        if (s == namei) return kwvalues[i];
    }
    for (i = 0; i < n; i++)
    {
        PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i);
        #if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely(!namei)) return NULL;
        #endif
        int eq = __Pyx_PyUnicode_Equals(s, namei, Py_EQ);
        if (unlikely(eq != 0)) {
            if (unlikely(eq < 0)) return NULL;
            return kwvalues[i];
        }
    }
    return NULL;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API
CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues) {
    Py_ssize_t i, nkwargs;
    PyObject *dict;
#if !CYTHON_ASSUME_SAFE_SIZE
    nkwargs = PyTuple_Size(kwnames);
    if (unlikely(nkwargs < 0)) return NULL;
#else
    nkwargs = PyTuple_GET_SIZE(kwnames);
#endif
    dict = PyDict_New();
    if (unlikely(!dict))
        return NULL;
    for (i=0; i<nkwargs; i++) {
#if !CYTHON_ASSUME_SAFE_MACROS
        PyObject *key = PyTuple_GetItem(kwnames, i);
        if (!key) goto bad;
#else
        PyObject *key = PyTuple_GET_ITEM(kwnames, i);
#endif
        if (unlikely(PyDict_SetItem(dict, key, kwvalues[i]) < 0))
            goto bad;
    }
    return dict;
bad:
    Py_DECREF(dict);
    return NULL;
}
#endif
#endif

/* PyObjectCall (used by PyObjectFastCall) */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = Py_TYPE(func)->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallMethO (used by PyObjectFastCall) */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = __Pyx_CyOrPyCFunction_GET_FUNCTION(func);
    self = __Pyx_CyOrPyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall(" while calling a Python object")))
        return NULL;
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectFastCall (used by PyObjectCallOneArg) */
#if PY_VERSION_HEX < 0x03090000 || CYTHON_COMPILING_IN_LIMITED_API
static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs) {
    PyObject *argstuple;
    PyObject *result = 0;
    size_t i;
    argstuple = PyTuple_New((Py_ssize_t)nargs);
    if (unlikely(!argstuple)) return NULL;
    for (i = 0; i < nargs; i++) {
        Py_INCREF(args[i]);
        if (__Pyx_PyTuple_SET_ITEM(argstuple, (Py_ssize_t)i, args[i]) != (0)) goto bad;
    }
    result = __Pyx_PyObject_Call(func, argstuple, kwargs);
  bad:
    Py_DECREF(argstuple);
    return result;
}
#endif
#if CYTHON_VECTORCALL && !CYTHON_COMPILING_IN_LIMITED_API
  #if PY_VERSION_HEX < 0x03090000
    #define __Pyx_PyVectorcall_Function(callable) _PyVectorcall_Function(callable)
  #elif CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE vectorcallfunc __Pyx_PyVectorcall_Function(PyObject *callable) {
    PyTypeObject *tp = Py_TYPE(callable);
    #if defined(__Pyx_CyFunction_USED)
    if (__Pyx_CyFunction_CheckExact(callable)) {
        return __Pyx_CyFunction_func_vectorcall(callable);
    }
    #endif
    if (!PyType_HasFeature(tp, Py_TPFLAGS_HAVE_VECTORCALL)) {
        return NULL;
    }
    assert(PyCallable_Check(callable));
    Py_ssize_t offset = tp->tp_vectorcall_offset;
    assert(offset > 0);
    vectorcallfunc ptr;
    memcpy(&ptr, (char *) callable + offset, sizeof(ptr));
    return ptr;
}
  #else
    #define __Pyx_PyVectorcall_Function(callable) PyVectorcall_Function(callable)
  #endif
#endif
static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject *const *args, size_t _nargs, PyObject *kwargs) {
    Py_ssize_t nargs = __Pyx_PyVectorcall_NARGS(_nargs);
#if CYTHON_COMPILING_IN_CPYTHON
    if (nargs == 0 && kwargs == NULL) {
        if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_NOARGS))
            return __Pyx_PyObject_CallMethO(func, NULL);
    }
    else if (nargs == 1 && kwargs == NULL) {
        if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_O))
            return __Pyx_PyObject_CallMethO(func, args[0]);
    }
#endif
    if (kwargs == NULL) {
        #if CYTHON_VECTORCALL
          #if CYTHON_COMPILING_IN_LIMITED_API
            return PyObject_Vectorcall(func, args, _nargs, NULL);
          #else
            vectorcallfunc f = __Pyx_PyVectorcall_Function(func);
            if (f) {
                return f(func, args, _nargs, NULL);
            }
          #endif
        #endif
    }
    if (nargs == 0) {
        return __Pyx_PyObject_Call(func, __pyx_mstate_global->__pyx_empty_tuple, kwargs);
    }
    #if PY_VERSION_HEX >= 0x03090000 && !CYTHON_COMPILING_IN_LIMITED_API
    return PyObject_VectorcallDict(func, args, (size_t)nargs, kwargs);
    #else
    return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs);
    #endif
}

/* PyObjectCallOneArg (used by CallUnboundCMethod0) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *args[2] = {NULL, arg};
    return __Pyx_PyObject_FastCall(func, args+1, 1 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* PyObjectGetAttrStr (used by UnpackUnboundCMethod) */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro))
        return tp->tp_getattro(obj, attr_name);
    return PyObject_GetAttr(obj, attr_name);
}
#endif

/* UnpackUnboundCMethod (used by CallUnboundCMethod0) */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000
static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *args, PyObject *kwargs) {
    PyObject *result;
    PyObject *selfless_args = PyTuple_GetSlice(args, 1, PyTuple_Size(args));
    if (unlikely(!selfless_args)) return NULL;
    result = PyObject_Call(method, selfless_args, kwargs);
    Py_DECREF(selfless_args);
    return result;
}
#elif CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03090000
static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject **args, Py_ssize_t nargs, PyObject *kwnames) {
        return _PyObject_Vectorcall
            (method, args ? args+1 : NULL, nargs ? nargs-1 : 0, kwnames);
}
#else
static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *const *args, Py_ssize_t nargs, PyObject *kwnames) {
    return
#if PY_VERSION_HEX < 0x03090000
    _PyObject_Vectorcall
#else
    PyObject_Vectorcall
#endif
        (method, args ? args+1 : NULL, nargs ? (size_t) nargs-1 : 0, kwnames);
}
#endif
static PyMethodDef __Pyx_UnboundCMethod_Def = {
     "CythonUnboundCMethod",
     __PYX_REINTERPRET_FUNCION(PyCFunction, __Pyx_SelflessCall),
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000
     METH_VARARGS | METH_KEYWORDS,
#else
     METH_FASTCALL | METH_KEYWORDS,
#endif
     NULL
};
static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) {
    PyObject *method, *result=NULL;
    method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name);
    if (unlikely(!method))
        return -1;
    result = method;
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type)))
    {
        PyMethodDescrObject *descr = (PyMethodDescrObject*) method;
        target->func = descr->d_method->ml_meth;
        target->flag = descr->d_method->ml_flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_STACKLESS);
    } else
#endif
#if CYTHON_COMPILING_IN_PYPY
#else
    if (PyCFunction_Check(method))
#endif
    {
        PyObject *self;
        int self_found;
#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY
        self = PyObject_GetAttrString(method, "__self__");
        if (!self) {
            PyErr_Clear();
        }
#else
        self = PyCFunction_GET_SELF(method);
#endif
        self_found = (self && self != Py_None);
#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY
        Py_XDECREF(self);
#endif
        if (self_found) {
            PyObject *unbound_method = PyCFunction_New(&__Pyx_UnboundCMethod_Def, method);
            if (unlikely(!unbound_method)) return -1;
            Py_DECREF(method);
            result = unbound_method;
        }
    }
#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    if (unlikely(target->method)) {
        Py_DECREF(result);
    } else
#endif
    target->method = result;
    return 0;
}

/* CallUnboundCMethod0 */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) {
    int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc);
    if (likely(was_initialized == 2 && cfunc->func)) {
        if (likely(cfunc->flag == METH_NOARGS))
            return __Pyx_CallCFunction(cfunc, self, NULL);
        if (likely(cfunc->flag == METH_FASTCALL))
            return __Pyx_CallCFunctionFast(cfunc, self, NULL, 0);
        if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS))
            return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, NULL, 0, NULL);
        if (likely(cfunc->flag == (METH_VARARGS | METH_KEYWORDS)))
            return __Pyx_CallCFunctionWithKeywords(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple, NULL);
        if (cfunc->flag == METH_VARARGS)
            return __Pyx_CallCFunction(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple);
        return __Pyx__CallUnboundCMethod0(cfunc, self);
    }
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    else if (unlikely(was_initialized == 1)) {
        __Pyx_CachedCFunction tmp_cfunc = {
#ifndef __cplusplus
            0
#endif
        };
        tmp_cfunc.type = cfunc->type;
        tmp_cfunc.method_name = cfunc->method_name;
        return __Pyx__CallUnboundCMethod0(&tmp_cfunc, self);
    }
#endif
    PyObject *result = __Pyx__CallUnboundCMethod0(cfunc, self);
    __Pyx_CachedCFunction_SetFinishedInitializing(cfunc);
    return result;
}
#endif
static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) {
    PyObject *result;
    if (unlikely(!cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
    result = __Pyx_PyObject_CallOneArg(cfunc->method, self);
    return result;
}

/* py_dict_items (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d) {
    return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_items, d);
}

/* py_dict_values (used by OwnedDictNext) */
static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d) {
    return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_values, d);
}

/* OwnedDictNext (used by ParseKeywordsImpl) */
#if CYTHON_AVOID_BORROWED_REFS
static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue) {
    PyObject *next = NULL;
    if (!*ppos) {
        if (pvalue) {
            PyObject *dictview = pkey ? __Pyx_PyDict_Items(p) : __Pyx_PyDict_Values(p);
            if (unlikely(!dictview)) goto bad;
            *ppos = PyObject_GetIter(dictview);
            Py_DECREF(dictview);
        } else {
            *ppos = PyObject_GetIter(p);
        }
        if (unlikely(!*ppos)) goto bad;
    }
    next = PyIter_Next(*ppos);
    if (!next) {
        if (PyErr_Occurred()) goto bad;
        return 0;
    }
    if (pkey && pvalue) {
        *pkey = __Pyx_PySequence_ITEM(next, 0);
        if (unlikely(*pkey)) goto bad;
        *pvalue = __Pyx_PySequence_ITEM(next, 1);
        if (unlikely(*pvalue)) goto bad;
        Py_DECREF(next);
    } else if (pkey) {
        *pkey = next;
    } else {
        assert(pvalue);
        *pvalue = next;
    }
    return 1;
  bad:
    Py_XDECREF(next);
#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000
    PyErr_FormatUnraisable("Exception ignored in __Pyx_PyDict_NextRef");
#else
    PyErr_WriteUnraisable(__pyx_mstate_global->__pyx_n_u_Pyx_PyDict_NextRef);
#endif
    if (pkey) *pkey = NULL;
    if (pvalue) *pvalue = NULL;
    return 0;
}
#else // !CYTHON_AVOID_BORROWED_REFS
static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue) {
    int result = PyDict_Next(p, ppos, pkey, pvalue);
    if (likely(result == 1)) {
        if (pkey) Py_INCREF(*pkey);
        if (pvalue) Py_INCREF(*pvalue);
    }
    return result;
}
#endif

/* RaiseDoubleKeywords (used by ParseKeywordsImpl) */
static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
}

/* CallUnboundCMethod2 */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2) {
    int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc);
    if (likely(was_initialized == 2 && cfunc->func)) {
        PyObject *args[2] = {arg1, arg2};
        if (cfunc->flag == METH_FASTCALL) {
            return __Pyx_CallCFunctionFast(cfunc, self, args, 2);
        }
        if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS))
            return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, 2, NULL);
    }
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    else if (unlikely(was_initialized == 1)) {
        __Pyx_CachedCFunction tmp_cfunc = {
#ifndef __cplusplus
            0
#endif
        };
        tmp_cfunc.type = cfunc->type;
        tmp_cfunc.method_name = cfunc->method_name;
        return __Pyx__CallUnboundCMethod2(&tmp_cfunc, self, arg1, arg2);
    }
#endif
    PyObject *result = __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2);
    __Pyx_CachedCFunction_SetFinishedInitializing(cfunc);
    return result;
}
#endif
static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2){
    if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
#if CYTHON_COMPILING_IN_CPYTHON
    if (cfunc->func && (cfunc->flag & METH_VARARGS)) {
        PyObject *result = NULL;
        PyObject *args = PyTuple_New(2);
        if (unlikely(!args)) return NULL;
        Py_INCREF(arg1);
        PyTuple_SET_ITEM(args, 0, arg1);
        Py_INCREF(arg2);
        PyTuple_SET_ITEM(args, 1, arg2);
        if (cfunc->flag & METH_KEYWORDS)
            result = __Pyx_CallCFunctionWithKeywords(cfunc, self, args, NULL);
        else
            result = __Pyx_CallCFunction(cfunc, self, args);
        Py_DECREF(args);
        return result;
    }
#endif
    {
        PyObject *args[4] = {NULL, self, arg1, arg2};
        return __Pyx_PyObject_FastCall(cfunc->method, args+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
    }
}

/* ParseKeywordsImpl (used by ParseKeywords) */
static int __Pyx_ValidateDuplicatePosArgs(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    const char* function_name)
{
    PyObject ** const *name = argnames;
    while (name != first_kw_arg) {
        PyObject *key = **name;
        int found = PyDict_Contains(kwds, key);
        if (unlikely(found)) {
            if (found == 1) __Pyx_RaiseDoubleKeywordsError(function_name, key);
            goto bad;
        }
        name++;
    }
    return 0;
bad:
    return -1;
}
#if CYTHON_USE_UNICODE_INTERNALS
static CYTHON_INLINE int __Pyx_UnicodeKeywordsEqual(PyObject *s1, PyObject *s2) {
    int kind;
    Py_ssize_t len = PyUnicode_GET_LENGTH(s1);
    if (len != PyUnicode_GET_LENGTH(s2)) return 0;
    kind = PyUnicode_KIND(s1);
    if (kind != PyUnicode_KIND(s2)) return 0;
    const void *data1 = PyUnicode_DATA(s1);
    const void *data2 = PyUnicode_DATA(s2);
    return (memcmp(data1, data2, (size_t) len * (size_t) kind) == 0);
}
#endif
static int __Pyx_MatchKeywordArg_str(
    PyObject *key,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    size_t *index_found,
    const char *function_name)
{
    PyObject ** const *name;
    #if CYTHON_USE_UNICODE_INTERNALS
    Py_hash_t key_hash = ((PyASCIIObject*)key)->hash;
    if (unlikely(key_hash == -1)) {
        key_hash = PyObject_Hash(key);
        if (unlikely(key_hash == -1))
            goto bad;
    }
    #endif
    name = first_kw_arg;
    while (*name) {
        PyObject *name_str = **name;
        #if CYTHON_USE_UNICODE_INTERNALS
        if (key_hash == ((PyASCIIObject*)name_str)->hash && __Pyx_UnicodeKeywordsEqual(name_str, key)) {
            *index_found = (size_t) (name - argnames);
            return 1;
        }
        #else
        #if CYTHON_ASSUME_SAFE_SIZE
        if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key))
        #endif
        {
            int cmp = PyUnicode_Compare(name_str, key);
            if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
            if (cmp == 0) {
                *index_found = (size_t) (name - argnames);
                return 1;
            }
        }
        #endif
        name++;
    }
    name = argnames;
    while (name != first_kw_arg) {
        PyObject *name_str = **name;
        #if CYTHON_USE_UNICODE_INTERNALS
        if (unlikely(key_hash == ((PyASCIIObject*)name_str)->hash)) {
            if (__Pyx_UnicodeKeywordsEqual(name_str, key))
                goto arg_passed_twice;
        }
        #else
        #if CYTHON_ASSUME_SAFE_SIZE
        if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key))
        #endif
        {
            if (unlikely(name_str == key)) goto arg_passed_twice;
            int cmp = PyUnicode_Compare(name_str, key);
            if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
            if (cmp == 0) goto arg_passed_twice;
        }
        #endif
        name++;
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
bad:
    return -1;
}
static int __Pyx_MatchKeywordArg_nostr(
    PyObject *key,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    size_t *index_found,
    const char *function_name)
{
    PyObject ** const *name;
    if (unlikely(!PyUnicode_Check(key))) goto invalid_keyword_type;
    name = first_kw_arg;
    while (*name) {
        int cmp = PyObject_RichCompareBool(**name, key, Py_EQ);
        if (cmp == 1) {
            *index_found = (size_t) (name - argnames);
            return 1;
        }
        if (unlikely(cmp == -1)) goto bad;
        name++;
    }
    name = argnames;
    while (name != first_kw_arg) {
        int cmp = PyObject_RichCompareBool(**name, key, Py_EQ);
        if (unlikely(cmp != 0)) {
            if (cmp == 1) goto arg_passed_twice;
            else goto bad;
        }
        name++;
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
bad:
    return -1;
}
static CYTHON_INLINE int __Pyx_MatchKeywordArg(
    PyObject *key,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    size_t *index_found,
    const char *function_name)
{
    return likely(PyUnicode_CheckExact(key)) ?
        __Pyx_MatchKeywordArg_str(key, argnames, first_kw_arg, index_found, function_name) :
        __Pyx_MatchKeywordArg_nostr(key, argnames, first_kw_arg, index_found, function_name);
}
static void __Pyx_RejectUnknownKeyword(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject ** const *first_kw_arg,
    const char *function_name)
{
    #if CYTHON_AVOID_BORROWED_REFS
    PyObject *pos = NULL;
    #else
    Py_ssize_t pos = 0;
    #endif
    PyObject *key = NULL;
    __Pyx_BEGIN_CRITICAL_SECTION(kwds);
    while (
        #if CYTHON_AVOID_BORROWED_REFS
        __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL)
        #else
        PyDict_Next(kwds, &pos, &key, NULL)
        #endif
    ) {
        PyObject** const *name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (!*name) {
            size_t index_found = 0;
            int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name);
            if (cmp != 1) {
                if (cmp == 0) {
                    PyErr_Format(PyExc_TypeError,
                        "%s() got an unexpected keyword argument '%U'",
                        function_name, key);
                }
                #if CYTHON_AVOID_BORROWED_REFS
                Py_DECREF(key);
                #endif
                break;
            }
        }
        #if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(key);
        #endif
    }
    __Pyx_END_CRITICAL_SECTION();
    #if CYTHON_AVOID_BORROWED_REFS
    Py_XDECREF(pos);
    #endif
    assert(PyErr_Occurred());
}
static int __Pyx_ParseKeywordDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs)
{
    PyObject** const *name;
    PyObject** const *first_kw_arg = argnames + num_pos_args;
    Py_ssize_t extracted = 0;
#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments)
    if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1;
#endif
    name = first_kw_arg;
    while (*name && num_kwargs > extracted) {
        PyObject * key = **name;
        PyObject *value;
        int found = 0;
        #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
        found = PyDict_GetItemRef(kwds, key, &value);
        #else
        value = PyDict_GetItemWithError(kwds, key);
        if (value) {
            Py_INCREF(value);
            found = 1;
        } else {
            if (unlikely(PyErr_Occurred())) goto bad;
        }
        #endif
        if (found) {
            if (unlikely(found < 0)) goto bad;
            values[name-argnames] = value;
            extracted++;
        }
        name++;
    }
    if (num_kwargs > extracted) {
        if (ignore_unknown_kwargs) {
            if (unlikely(__Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name) == -1))
                goto bad;
        } else {
            __Pyx_RejectUnknownKeyword(kwds, argnames, first_kw_arg, function_name);
            goto bad;
        }
    }
    return 0;
bad:
    return -1;
}
static int __Pyx_ParseKeywordDictToDict(
    PyObject *kwds,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject** const *name;
    PyObject** const *first_kw_arg = argnames + num_pos_args;
    Py_ssize_t len;
#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments)
    if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1;
#endif
    if (PyDict_Update(kwds2, kwds) < 0) goto bad;
    name = first_kw_arg;
    while (*name) {
        PyObject *key = **name;
        PyObject *value;
#if !CYTHON_COMPILING_IN_LIMITED_API && (PY_VERSION_HEX >= 0x030d00A2 || defined(PyDict_Pop))
        int found = PyDict_Pop(kwds2, key, &value);
        if (found) {
            if (unlikely(found < 0)) goto bad;
            values[name-argnames] = value;
        }
#elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000
        int found = PyDict_GetItemRef(kwds2, key, &value);
        if (found) {
            if (unlikely(found < 0)) goto bad;
            values[name-argnames] = value;
            if (unlikely(PyDict_DelItem(kwds2, key) < 0)) goto bad;
        }
#else
    #if CYTHON_COMPILING_IN_CPYTHON
        value = _PyDict_Pop(kwds2, key, kwds2);
    #else
        value = __Pyx_CallUnboundCMethod2(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_pop, kwds2, key, kwds2);
    #endif
        if (value == kwds2) {
            Py_DECREF(value);
        } else {
            if (unlikely(!value)) goto bad;
            values[name-argnames] = value;
        }
#endif
        name++;
    }
    len = PyDict_Size(kwds2);
    if (len > 0) {
        return __Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name);
    } else if (unlikely(len == -1)) {
        goto bad;
    }
    return 0;
bad:
    return -1;
}
static int __Pyx_ParseKeywordsTuple(
    PyObject *kwds,
    PyObject * const *kwvalues,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs)
{
    PyObject *key = NULL;
    PyObject** const * name;
    PyObject** const *first_kw_arg = argnames + num_pos_args;
    for (Py_ssize_t pos = 0; pos < num_kwargs; pos++) {
#if CYTHON_AVOID_BORROWED_REFS
        key = __Pyx_PySequence_ITEM(kwds, pos);
#else
        key = __Pyx_PyTuple_GET_ITEM(kwds, pos);
#endif
#if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely(!key)) goto bad;
#endif
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            PyObject *value = kwvalues[pos];
            values[name-argnames] = __Pyx_NewRef(value);
        } else {
            size_t index_found = 0;
            int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name);
            if (cmp == 1) {
                PyObject *value = kwvalues[pos];
                values[index_found] = __Pyx_NewRef(value);
            } else {
                if (unlikely(cmp == -1)) goto bad;
                if (kwds2) {
                    PyObject *value = kwvalues[pos];
                    if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
                } else if (!ignore_unknown_kwargs) {
                    goto invalid_keyword;
                }
            }
        }
        #if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(key);
        key = NULL;
        #endif
    }
    return 0;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    goto bad;
bad:
    #if CYTHON_AVOID_BORROWED_REFS
    Py_XDECREF(key);
    #endif
    return -1;
}

/* ParseKeywords */
static int __Pyx_ParseKeywords(
    PyObject *kwds,
    PyObject * const *kwvalues,
    PyObject ** const argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    Py_ssize_t num_kwargs,
    const char* function_name,
    int ignore_unknown_kwargs)
{
    if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds)))
        return __Pyx_ParseKeywordsTuple(kwds, kwvalues, argnames, kwds2, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs);
    else if (kwds2)
        return __Pyx_ParseKeywordDictToDict(kwds, argnames, kwds2, values, num_pos_args, function_name);
    else
        return __Pyx_ParseKeywordDict(kwds, argnames, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs);
}

/* RaiseArgTupleInvalid */
static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

/* PyErrFetchRestore (used by IterNext) */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
#if PY_VERSION_HEX >= 0x030C00A6
    PyObject *tmp_value;
    assert(type == NULL || (value != NULL && type == (PyObject*) Py_TYPE(value)));
    if (value) {
        #if CYTHON_COMPILING_IN_CPYTHON
        if (unlikely(((PyBaseExceptionObject*) value)->traceback != tb))
        #endif
            PyException_SetTraceback(value, tb);
    }
    tmp_value = tstate->current_exception;
    tstate->current_exception = value;
    Py_XDECREF(tmp_value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
#else
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#endif
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
#if PY_VERSION_HEX >= 0x030C00A6
    PyObject* exc_value;
    exc_value = tstate->current_exception;
    tstate->current_exception = 0;
    *value = exc_value;
    *type = NULL;
    *tb = NULL;
    if (exc_value) {
        *type = (PyObject*) Py_TYPE(exc_value);
        Py_INCREF(*type);
        #if CYTHON_COMPILING_IN_CPYTHON
        *tb = ((PyBaseExceptionObject*) exc_value)->traceback;
        Py_XINCREF(*tb);
        #else
        *tb = PyException_GetTraceback(exc_value);
        #endif
    }
#else
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#endif
}
#endif

/* PyErrExceptionMatches (used by PyObjectGetAttrStrNoError) */
#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);
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
    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) {
    int result;
    PyObject *exc_type;
#if PY_VERSION_HEX >= 0x030C00A6
    PyObject *current_exception = tstate->current_exception;
    if (unlikely(!current_exception)) return 0;
    exc_type = (PyObject*) Py_TYPE(current_exception);
    if (exc_type == err) return 1;
#else
    exc_type = tstate->curexc_type;
    if (exc_type == err) return 1;
    if (unlikely(!exc_type)) return 0;
#endif
    #if CYTHON_AVOID_BORROWED_REFS
    Py_INCREF(exc_type);
    #endif
    if (unlikely(PyTuple_Check(err))) {
        result = __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
    } else {
        result = __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
    }
    #if CYTHON_AVOID_BORROWED_REFS
    Py_DECREF(exc_type);
    #endif
    return result;
}
#endif

/* PyObjectGetAttrStrNoError (used by GetBuiltinName) */
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        __Pyx_PyErr_Clear();
}
#endif
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
    PyObject *result;
#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000
    (void) PyObject_GetOptionalAttr(obj, attr_name, &result);
    return result;
#else
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
    }
#endif
    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
    if (unlikely(!result)) {
        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
    }
    return result;
#endif
}

/* GetBuiltinName (used by IterNext) */
static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
    PyObject* result = __Pyx_PyObject_GetAttrStrNoError(__pyx_mstate_global->__pyx_b, name);
    if (unlikely(!result) && !PyErr_Occurred()) {
        PyErr_Format(PyExc_NameError,
            "name '%U' is not defined", name);
    }
    return result;
}

/* IterNextPlain (used by IterNext) */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject *__Pyx_GetBuiltinNext_LimitedAPI(void) {
    if (unlikely(!__pyx_mstate_global->__Pyx_GetBuiltinNext_LimitedAPI_cache))
        __pyx_mstate_global->__Pyx_GetBuiltinNext_LimitedAPI_cache = __Pyx_GetBuiltinName(__pyx_mstate_global->__pyx_n_u_next);
    return __pyx_mstate_global->__Pyx_GetBuiltinNext_LimitedAPI_cache;
}
#endif
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next_Plain(PyObject *iterator) {
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
    PyObject *result;
    PyObject *next = __Pyx_GetBuiltinNext_LimitedAPI();
    if (unlikely(!next)) return NULL;
    result = PyObject_CallFunctionObjArgs(next, iterator, NULL);
    return result;
#else
    (void)__Pyx_GetBuiltinName; // only for early limited API
    iternextfunc iternext = __Pyx_PyObject_GetIterNextFunc(iterator);
    assert(iternext);
    return iternext(iterator);
#endif
}

/* IterNext */
static PyObject *__Pyx_PyIter_Next2Default(PyObject* defval) {
    PyObject* exc_type;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    exc_type = __Pyx_PyErr_CurrentExceptionType();
    if (unlikely(exc_type)) {
        if (!defval || unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)))
            return NULL;
        __Pyx_PyErr_Clear();
        Py_INCREF(defval);
        return defval;
    }
    if (defval) {
        Py_INCREF(defval);
        return defval;
    }
    __Pyx_PyErr_SetNone(PyExc_StopIteration);
    return NULL;
}
static void __Pyx_PyIter_Next_ErrorNoIterator(PyObject *iterator) {
    __Pyx_TypeName iterator_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(iterator));
    PyErr_Format(PyExc_TypeError,
        __Pyx_FMT_TYPENAME " object is not an iterator", iterator_type_name);
    __Pyx_DECREF_TypeName(iterator_type_name);
}
static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) {
    PyObject* next;
#if !CYTHON_COMPILING_IN_LIMITED_API
    iternextfunc iternext = __Pyx_PyObject_TryGetSlot(iterator, tp_iternext, iternextfunc);
    if (likely(iternext)) {
        next = iternext(iterator);
        if (likely(next))
            return next;
    #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
        if (unlikely(iternext == &_PyObject_NextNotImplemented))
            return NULL;
    #endif
    } else if (CYTHON_USE_TYPE_SLOTS) {
        __Pyx_PyIter_Next_ErrorNoIterator(iterator);
        return NULL;
    } else
#endif
    if (unlikely(!PyIter_Check(iterator))) {
        __Pyx_PyIter_Next_ErrorNoIterator(iterator);
        return NULL;
    } else {
        next = defval ? PyIter_Next(iterator) : __Pyx_PyIter_Next_Plain(iterator);
        if (likely(next))
            return next;
    }
    return __Pyx_PyIter_Next2Default(defval);
}

/* RejectKeywords */
static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds) {
    PyObject *key = NULL;
    if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds))) {
        key = __Pyx_PySequence_ITEM(kwds, 0);
    } else {
#if CYTHON_AVOID_BORROWED_REFS
        PyObject *pos = NULL;
#else
        Py_ssize_t pos = 0;
#endif
#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments)
        if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return;
#endif
        __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL);
#if CYTHON_AVOID_BORROWED_REFS
        Py_XDECREF(pos);
#endif
    }
    if (likely(key)) {
        PyErr_Format(PyExc_TypeError,
            "%s() got an unexpected keyword argument '%U'",
            function_name, key);
        Py_DECREF(key);
    }
}

/* RaiseException */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                int is_subclass = PyObject_IsSubclass(instance_class, type);
                if (!is_subclass) {
                    instance_class = NULL;
                } else if (unlikely(is_subclass == -1)) {
                    goto bad;
                } else {
                    type = instance_class;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
    if (cause) {
        PyObject *fixed_cause;
        if (cause == Py_None) {
            fixed_cause = NULL;
        } else if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        } else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        } else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        PyException_SetCause(value, fixed_cause);
    }
    PyErr_SetObject(type, value);
    if (tb) {
#if PY_VERSION_HEX >= 0x030C00A6
        PyException_SetTraceback(value, tb);
#elif CYTHON_FAST_THREAD_STATE
        PyThreadState *tstate = __Pyx_PyThreadState_Current;
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
#else
        PyObject *tmp_type, *tmp_value, *tmp_tb;
        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
        Py_INCREF(tb);
        PyErr_Restore(tmp_type, tmp_value, tb);
        Py_XDECREF(tmp_tb);
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}

/* GetItemInt */
static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (unlikely(!j)) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck, int unsafe_shared) {
    CYTHON_MAYBE_UNUSED_VAR(unsafe_shared);
#if CYTHON_ASSUME_SAFE_SIZE
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS)) {
        return __Pyx_PyList_GetItemRefFast(o, wrapped_i, unsafe_shared);
    } else
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
        return __Pyx_NewRef(PyList_GET_ITEM(o, wrapped_i));
    }
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
#else
    (void)wraparound;
    (void)boundscheck;
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck, int unsafe_shared) {
    CYTHON_MAYBE_UNUSED_VAR(unsafe_shared);
#if CYTHON_ASSUME_SAFE_SIZE && 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)))) {
        return __Pyx_NewRef(PyTuple_GET_ITEM(o, wrapped_i));
    }
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
#else
    (void)wraparound;
    (void)boundscheck;
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
                                                     int wraparound, int boundscheck, int unsafe_shared) {
    CYTHON_MAYBE_UNUSED_VAR(unsafe_shared);
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS)) {
            return __Pyx_PyList_GetItemRefFast(o, n, unsafe_shared);
        } else if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
            return __Pyx_NewRef(PyList_GET_ITEM(o, n));
        }
    } else
    #if !CYTHON_AVOID_BORROWED_REFS
    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)))) {
            return __Pyx_NewRef(PyTuple_GET_ITEM(o, n));
        }
    } else
    #endif
#endif
#if CYTHON_USE_TYPE_SLOTS && !CYTHON_COMPILING_IN_PYPY
    {
        PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping;
        PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence;
        if (!is_list && mm && mm->mp_subscript) {
            PyObject *r, *key = PyLong_FromSsize_t(i);
            if (unlikely(!key)) return NULL;
            r = mm->mp_subscript(o, key);
            Py_DECREF(key);
            return r;
        }
        if (is_list || likely(sm && sm->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) {
                Py_ssize_t l = sm->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return NULL;
                    PyErr_Clear();
                }
            }
            return sm->sq_item(o, i);
        }
    }
#else
    if (is_list || !PyMapping_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    (void)wraparound;
    (void)boundscheck;
    return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i));
}

/* PyObjectFastCallMethod */
#if !CYTHON_VECTORCALL || PY_VERSION_HEX < 0x03090000
static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf) {
    PyObject *result;
    PyObject *attr = PyObject_GetAttr(args[0], name);
    if (unlikely(!attr))
        return NULL;
    result = __Pyx_PyObject_FastCall(attr, args+1, nargsf - 1);
    Py_DECREF(attr);
    return result;
}
#endif

/* 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");
}

/* IterFinish */
static CYTHON_INLINE int __Pyx_IterFinish(void) {
    PyObject* exc_type;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    exc_type = __Pyx_PyErr_CurrentExceptionType();
    if (unlikely(exc_type)) {
        if (unlikely(!__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)))
            return -1;
        __Pyx_PyErr_Clear();
        return 0;
    }
    return 0;
}

/* UnpackItemEndCheck */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    }
    return __Pyx_IterFinish();
}

/* SliceObject */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj,
        Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
    __Pyx_TypeName obj_type_name;
#if CYTHON_USE_TYPE_SLOTS
    PyMappingMethods* mp = Py_TYPE(obj)->tp_as_mapping;
    if (likely(mp && mp->mp_subscript))
#endif
    {
        PyObject* result;
        PyObject *py_slice, *py_start, *py_stop;
        if (_py_slice) {
            py_slice = *_py_slice;
        } else {
            PyObject* owned_start = NULL;
            PyObject* owned_stop = NULL;
            if (_py_start) {
                py_start = *_py_start;
            } else {
                if (has_cstart) {
                    owned_start = py_start = PyLong_FromSsize_t(cstart);
                    if (unlikely(!py_start)) goto bad;
                } else
                    py_start = Py_None;
            }
            if (_py_stop) {
                py_stop = *_py_stop;
            } else {
                if (has_cstop) {
                    owned_stop = py_stop = PyLong_FromSsize_t(cstop);
                    if (unlikely(!py_stop)) {
                        Py_XDECREF(owned_start);
                        goto bad;
                    }
                } else
                    py_stop = Py_None;
            }
            py_slice = PySlice_New(py_start, py_stop, Py_None);
            Py_XDECREF(owned_start);
            Py_XDECREF(owned_stop);
            if (unlikely(!py_slice)) goto bad;
        }
#if CYTHON_USE_TYPE_SLOTS
        result = mp->mp_subscript(obj, py_slice);
#else
        result = PyObject_GetItem(obj, py_slice);
#endif
        if (!_py_slice) {
            Py_DECREF(py_slice);
        }
        return result;
    }
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "'" __Pyx_FMT_TYPENAME "' object is unsliceable", obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
bad:
    return NULL;
}

/* ObjectGetItem */
#if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) {
    PyObject *runerr = NULL;
    Py_ssize_t key_value;
    key_value = __Pyx_PyIndex_AsSsize_t(index);
    if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
        return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1, 1);
    }
    if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
        __Pyx_TypeName index_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(index));
        PyErr_Clear();
        PyErr_Format(PyExc_IndexError,
            "cannot fit '" __Pyx_FMT_TYPENAME "' into an index-sized integer", index_type_name);
        __Pyx_DECREF_TypeName(index_type_name);
    }
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem_Slow(PyObject *obj, PyObject *key) {
    __Pyx_TypeName obj_type_name;
    if (likely(PyType_Check(obj))) {
        PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(obj, __pyx_mstate_global->__pyx_n_u_class_getitem);
        if (!meth) {
            PyErr_Clear();
        } else {
            PyObject *result = __Pyx_PyObject_CallOneArg(meth, key);
            Py_DECREF(meth);
            return result;
        }
    }
    obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj));
    PyErr_Format(PyExc_TypeError,
        "'" __Pyx_FMT_TYPENAME "' object is not subscriptable", obj_type_name);
    __Pyx_DECREF_TypeName(obj_type_name);
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) {
    PyTypeObject *tp = Py_TYPE(obj);
    PyMappingMethods *mm = tp->tp_as_mapping;
    PySequenceMethods *sm = tp->tp_as_sequence;
    if (likely(mm && mm->mp_subscript)) {
        return mm->mp_subscript(obj, key);
    }
    if (likely(sm && sm->sq_item)) {
        return __Pyx_PyObject_GetIndex(obj, key);
    }
    return __Pyx_PyObject_GetItem_Slow(obj, key);
}
#endif

/* PyObjectCall2Args (used by CallUnboundCMethod1) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
    PyObject *args[3] = {NULL, arg1, arg2};
    return __Pyx_PyObject_FastCall(function, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* CallUnboundCMethod1 */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg) {
    int was_initialized =  __Pyx_CachedCFunction_GetAndSetInitializing(cfunc);
    if (likely(was_initialized == 2 && cfunc->func)) {
        int flag = cfunc->flag;
        if (flag == METH_O) {
            return __Pyx_CallCFunction(cfunc, self, arg);
        } else if (flag == METH_FASTCALL) {
            return __Pyx_CallCFunctionFast(cfunc, self, &arg, 1);
        } else if (flag == (METH_FASTCALL | METH_KEYWORDS)) {
            return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, &arg, 1, NULL);
        }
    }
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    else if (unlikely(was_initialized == 1)) {
        __Pyx_CachedCFunction tmp_cfunc = {
#ifndef __cplusplus
            0
#endif
        };
        tmp_cfunc.type = cfunc->type;
        tmp_cfunc.method_name = cfunc->method_name;
        return __Pyx__CallUnboundCMethod1(&tmp_cfunc, self, arg);
    }
#endif
    PyObject* result = __Pyx__CallUnboundCMethod1(cfunc, self, arg);
    __Pyx_CachedCFunction_SetFinishedInitializing(cfunc);
    return result;
}
#endif
static PyObject* __Pyx__CallUnboundCMethod1(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg){
    PyObject *result = NULL;
    if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL;
#if CYTHON_COMPILING_IN_CPYTHON
    if (cfunc->func && (cfunc->flag & METH_VARARGS)) {
        PyObject *args = PyTuple_New(1);
        if (unlikely(!args)) return NULL;
        Py_INCREF(arg);
        PyTuple_SET_ITEM(args, 0, arg);
        if (cfunc->flag & METH_KEYWORDS)
            result = __Pyx_CallCFunctionWithKeywords(cfunc, self, args, NULL);
        else
            result = __Pyx_CallCFunction(cfunc, self, args);
        Py_DECREF(args);
    } else
#endif
    {
        result = __Pyx_PyObject_Call2Args(cfunc->method, self, arg);
    }
    return result;
}

/* set_iter */
static CYTHON_INLINE PyObject* __Pyx_set_iterator(PyObject* iterable, int is_set,
                                                  Py_ssize_t* p_orig_length, int* p_source_is_set) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
    is_set = is_set || likely(PySet_CheckExact(iterable) || PyFrozenSet_CheckExact(iterable));
    *p_source_is_set = is_set;
    if (likely(is_set)) {
        *p_orig_length = PySet_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
    }
#else
    CYTHON_UNUSED_VAR(is_set);
    *p_source_is_set = 0;
#endif
    *p_orig_length = 0;
    return PyObject_GetIter(iterable);
}
static CYTHON_INLINE int __Pyx_set_iter_next(
        PyObject* iter_obj, Py_ssize_t orig_length,
        Py_ssize_t* ppos, PyObject **value,
        int source_is_set) {
    if (!CYTHON_COMPILING_IN_CPYTHON || PY_VERSION_HEX >= 0x030d0000 || unlikely(!source_is_set)) {
        *value = PyIter_Next(iter_obj);
        if (unlikely(!*value)) {
            return __Pyx_IterFinish();
        }
        CYTHON_UNUSED_VAR(orig_length);
        CYTHON_UNUSED_VAR(ppos);
        return 1;
    }
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000
    if (unlikely(PySet_GET_SIZE(iter_obj) != orig_length)) {
        PyErr_SetString(
            PyExc_RuntimeError,
            "set changed size during iteration");
        return -1;
    }
    {
        Py_hash_t hash;
        int ret = _PySet_NextEntry(iter_obj, ppos, value, &hash);
        assert (ret != -1);
        if (likely(ret)) {
            Py_INCREF(*value);
            return 1;
        }
    }
#endif
    return 0;
}

/* GetTopmostException (used by SaveResetException) */
#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_value == NULL || exc_info->exc_value == Py_None) &&
           exc_info->previous_item != NULL)
    {
        exc_info = exc_info->previous_item;
    }
    return exc_info;
}
#endif

/* SaveResetException */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    PyObject *exc_value = exc_info->exc_value;
    if (exc_value == NULL || exc_value == Py_None) {
        *value = NULL;
        *type = NULL;
        *tb = NULL;
    } else {
        *value = exc_value;
        Py_INCREF(*value);
        *type = (PyObject*) Py_TYPE(exc_value);
        Py_INCREF(*type);
        *tb = PyException_GetTraceback(exc_value);
    }
  #elif CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    *type = exc_info->exc_type;
    *value = exc_info->exc_value;
    *tb = exc_info->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
  #endif
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
  #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4
    _PyErr_StackItem *exc_info = tstate->exc_info;
    PyObject *tmp_value = exc_info->exc_value;
    exc_info->exc_value = value;
    Py_XDECREF(tmp_value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
  #else
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = type;
    exc_info->exc_value = value;
    exc_info->exc_traceback = tb;
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
  #endif
}
#endif

/* GetException */
#if CYTHON_FAST_THREAD_STATE
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
#endif
{
    PyObject *local_type = NULL, *local_value, *local_tb = NULL;
#if CYTHON_FAST_THREAD_STATE
    PyObject *tmp_type, *tmp_value, *tmp_tb;
  #if PY_VERSION_HEX >= 0x030C0000
    local_value = tstate->current_exception;
    tstate->current_exception = 0;
  #else
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
  #endif
#elif __PYX_LIMITED_VERSION_HEX > 0x030C0000
    local_value = PyErr_GetRaisedException();
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
#if __PYX_LIMITED_VERSION_HEX > 0x030C0000
    if (likely(local_value)) {
        local_type = (PyObject*) Py_TYPE(local_value);
        Py_INCREF(local_type);
        local_tb = PyException_GetTraceback(local_value);
    }
#else
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_FAST_THREAD_STATE
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
#endif // __PYX_LIMITED_VERSION_HEX > 0x030C0000
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_FAST_THREAD_STATE
    #if CYTHON_USE_EXC_INFO_STACK
    {
        _PyErr_StackItem *exc_info = tstate->exc_info;
      #if PY_VERSION_HEX >= 0x030B00a4
        tmp_value = exc_info->exc_value;
        exc_info->exc_value = local_value;
        tmp_type = NULL;
        tmp_tb = NULL;
        Py_XDECREF(local_type);
        Py_XDECREF(local_tb);
      #else
        tmp_type = exc_info->exc_type;
        tmp_value = exc_info->exc_value;
        tmp_tb = exc_info->exc_traceback;
        exc_info->exc_type = local_type;
        exc_info->exc_value = local_value;
        exc_info->exc_traceback = local_tb;
      #endif
    }
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#elif __PYX_LIMITED_VERSION_HEX >= 0x030b0000
    PyErr_SetHandledException(local_value);
    Py_XDECREF(local_value);
    Py_XDECREF(local_type);
    Py_XDECREF(local_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
#if __PYX_LIMITED_VERSION_HEX <= 0x030C0000
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
#endif
}

/* AllocateExtensionType */
static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final) {
    if (is_final || likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) {
        allocfunc alloc_func = __Pyx_PyType_GetSlot(t, tp_alloc, allocfunc);
        return alloc_func(t, 0);
    } else {
        newfunc tp_new = __Pyx_PyType_TryGetSlot(&PyBaseObject_Type, tp_new, newfunc);
    #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
        if (!tp_new) {
            PyObject *new_str = PyUnicode_FromString("__new__");
            if (likely(new_str)) {
                PyObject *o = PyObject_CallMethodObjArgs((PyObject *)&PyBaseObject_Type, new_str, t, NULL);
                Py_DECREF(new_str);
                return o;
            } else
                return NULL;
        } else
    #endif
        return tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0);
    }
}

/* CallTypeTraverse */
#if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000)
#else
static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg) {
    #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x03090000
    if (__Pyx_get_runtime_version() < 0x03090000) return 0;
    #endif
    if (!always_call) {
        PyTypeObject *base = __Pyx_PyObject_GetSlot(o, tp_base, PyTypeObject*);
        unsigned long flags = PyType_GetFlags(base);
        if (flags & Py_TPFLAGS_HEAPTYPE) {
            return 0;
        }
    }
    Py_VISIT((PyObject*)Py_TYPE(o));
    return 0;
}
#endif

/* FunctionExport */
static int __Pyx_ExportFunction(PyObject *api_dict, const char *name, void (*f)(void), const char *sig) {
    PyObject *cobj;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    tmp.fp = f;
    cobj = PyCapsule_New(tmp.p, sig, 0);
    if (!cobj)
        goto bad;
    if (PyDict_SetItemString(api_dict, name, cobj) < 0)
        goto bad;
    Py_DECREF(cobj);
    return 0;
bad:
    Py_XDECREF(cobj);
    return -1;
}

/* GetApiDict */
static PyObject *__Pyx_ApiExport_GetApiDict(void) {
    PyObject *d;
    if (__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, __pyx_mstate_global->__pyx_n_u_pyx_capi, &d) == -1)
        return NULL;
    if (!d) {
        d = PyDict_New();
        if (!d)
            goto bad;
        if (PyObject_SetAttr(__pyx_m, __pyx_mstate_global->__pyx_n_u_pyx_capi, d) < 0)
            goto bad;
    }
    return d;
bad:
    Py_XDECREF(d);
    return NULL;
}

/* LimitedApiGetTypeDict (used by SetItemOnTypeDict) */
#if CYTHON_COMPILING_IN_LIMITED_API
static Py_ssize_t __Pyx_GetTypeDictOffset(void) {
    PyObject *tp_dictoffset_o;
    Py_ssize_t tp_dictoffset;
    tp_dictoffset_o = PyObject_GetAttrString((PyObject*)(&PyType_Type), "__dictoffset__");
    if (unlikely(!tp_dictoffset_o)) return -1;
    tp_dictoffset = PyLong_AsSsize_t(tp_dictoffset_o);
    Py_DECREF(tp_dictoffset_o);
    if (unlikely(tp_dictoffset == 0)) {
        PyErr_SetString(
            PyExc_TypeError,
            "'type' doesn't have a dictoffset");
        return -1;
    } else if (unlikely(tp_dictoffset < 0)) {
        PyErr_SetString(
            PyExc_TypeError,
            "'type' has an unexpected negative dictoffset. "
            "Please report this as Cython bug");
        return -1;
    }
    return tp_dictoffset;
}
static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp) {
    static Py_ssize_t tp_dictoffset = 0;
    if (unlikely(tp_dictoffset == 0)) {
        tp_dictoffset = __Pyx_GetTypeDictOffset();
        if (unlikely(tp_dictoffset == -1 && PyErr_Occurred())) {
            tp_dictoffset = 0; // try again next time?
            return NULL;
        }
    }
    return *(PyObject**)((char*)tp + tp_dictoffset);
}
#endif

/* SetItemOnTypeDict (used by FixUpExtensionType) */
static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v) {
    int result;
    PyObject *tp_dict;
#if CYTHON_COMPILING_IN_LIMITED_API
    tp_dict = __Pyx_GetTypeDict(tp);
    if (unlikely(!tp_dict)) return -1;
#else
    tp_dict = tp->tp_dict;
#endif
    result = PyDict_SetItem(tp_dict, k, v);
    if (likely(!result)) {
        PyType_Modified(tp);
        if (unlikely(PyObject_HasAttr(v, __pyx_mstate_global->__pyx_n_u_set_name))) {
            PyObject *setNameResult = PyObject_CallMethodObjArgs(v, __pyx_mstate_global->__pyx_n_u_set_name,  (PyObject *) tp, k, NULL);
            if (!setNameResult) return -1;
            Py_DECREF(setNameResult);
        }
    }
    return result;
}

/* FixUpExtensionType */
static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) {
#if __PYX_LIMITED_VERSION_HEX > 0x030900B1
    CYTHON_UNUSED_VAR(spec);
    CYTHON_UNUSED_VAR(type);
    CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict);
#else
    const PyType_Slot *slot = spec->slots;
    int changed = 0;
#if !CYTHON_COMPILING_IN_LIMITED_API
    while (slot && slot->slot && slot->slot != Py_tp_members)
        slot++;
    if (slot && slot->slot == Py_tp_members) {
#if !CYTHON_COMPILING_IN_CPYTHON
        const
#endif  // !CYTHON_COMPILING_IN_CPYTHON)
            PyMemberDef *memb = (PyMemberDef*) slot->pfunc;
        while (memb && memb->name) {
            if (memb->name[0] == '_' && memb->name[1] == '_') {
                if (strcmp(memb->name, "__weaklistoffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_weaklistoffset = memb->offset;
                    changed = 1;
                }
                else if (strcmp(memb->name, "__dictoffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_dictoffset = memb->offset;
                    changed = 1;
                }
#if CYTHON_METH_FASTCALL
                else if (strcmp(memb->name, "__vectorcalloffset__") == 0) {
                    assert(memb->type == T_PYSSIZET);
                    assert(memb->flags == READONLY);
                    type->tp_vectorcall_offset = memb->offset;
                    changed = 1;
                }
#endif  // CYTHON_METH_FASTCALL
#if !CYTHON_COMPILING_IN_PYPY
                else if (strcmp(memb->name, "__module__") == 0) {
                    PyObject *descr;
                    assert(memb->type == T_OBJECT);
                    assert(memb->flags == 0 || memb->flags == READONLY);
                    descr = PyDescr_NewMember(type, memb);
                    if (unlikely(!descr))
                        return -1;
                    int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr);
                    Py_DECREF(descr);
                    if (unlikely(set_item_result < 0)) {
                        return -1;
                    }
                    changed = 1;
                }
#endif  // !CYTHON_COMPILING_IN_PYPY
            }
            memb++;
        }
    }
#endif  // !CYTHON_COMPILING_IN_LIMITED_API
#if !CYTHON_COMPILING_IN_PYPY
    slot = spec->slots;
    while (slot && slot->slot && slot->slot != Py_tp_getset)
        slot++;
    if (slot && slot->slot == Py_tp_getset) {
        PyGetSetDef *getset = (PyGetSetDef*) slot->pfunc;
        while (getset && getset->name) {
            if (getset->name[0] == '_' && getset->name[1] == '_' && strcmp(getset->name, "__module__") == 0) {
                PyObject *descr = PyDescr_NewGetSet(type, getset);
                if (unlikely(!descr))
                    return -1;
                #if CYTHON_COMPILING_IN_LIMITED_API
                PyObject *pyname = PyUnicode_FromString(getset->name);
                if (unlikely(!pyname)) {
                    Py_DECREF(descr);
                    return -1;
                }
                int set_item_result = __Pyx_SetItemOnTypeDict(type, pyname, descr);
                Py_DECREF(pyname);
                #else
                CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict);
                int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr);
                #endif
                Py_DECREF(descr);
                if (unlikely(set_item_result < 0)) {
                    return -1;
                }
                changed = 1;
            }
            ++getset;
        }
    }
#else
    CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict);
#endif  // !CYTHON_COMPILING_IN_PYPY
    if (changed)
        PyType_Modified(type);
#endif  // PY_VERSION_HEX > 0x030900B1
    return 0;
}

/* PyObjectCallNoArg (used by PyObjectCallMethod0) */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
    PyObject *arg[2] = {NULL, NULL};
    return __Pyx_PyObject_FastCall(func, arg + 1, 0 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET);
}

/* PyObjectGetMethod (used by PyObjectCallMethod0) */
#if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)))
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
    PyObject *attr;
#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
    __Pyx_TypeName type_name;
    PyTypeObject *tp = Py_TYPE(obj);
    PyObject *descr;
    descrgetfunc f = NULL;
    PyObject **dictptr, *dict;
    int meth_found = 0;
    assert (*method == NULL);
    if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
        attr = __Pyx_PyObject_GetAttrStr(obj, name);
        goto try_unpack;
    }
    if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
        return 0;
    }
    descr = _PyType_Lookup(tp, name);
    if (likely(descr != NULL)) {
        Py_INCREF(descr);
#if defined(Py_TPFLAGS_METHOD_DESCRIPTOR) && Py_TPFLAGS_METHOD_DESCRIPTOR
        if (__Pyx_PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_METHOD_DESCRIPTOR))
#else
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type)))
        #endif
#endif
        {
            meth_found = 1;
        } else {
            f = Py_TYPE(descr)->tp_descr_get;
            if (f != NULL && PyDescr_IsData(descr)) {
                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
                Py_DECREF(descr);
                goto try_unpack;
            }
        }
    }
    dictptr = _PyObject_GetDictPtr(obj);
    if (dictptr != NULL && (dict = *dictptr) != NULL) {
        Py_INCREF(dict);
        attr = __Pyx_PyDict_GetItemStr(dict, name);
        if (attr != NULL) {
            Py_INCREF(attr);
            Py_DECREF(dict);
            Py_XDECREF(descr);
            goto try_unpack;
        }
        Py_DECREF(dict);
    }
    if (meth_found) {
        *method = descr;
        return 1;
    }
    if (f != NULL) {
        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
        Py_DECREF(descr);
        goto try_unpack;
    }
    if (likely(descr != NULL)) {
        *method = descr;
        return 0;
    }
    type_name = __Pyx_PyType_GetFullyQualifiedName(tp);
    PyErr_Format(PyExc_AttributeError,
                 "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'",
                 type_name, name);
    __Pyx_DECREF_TypeName(type_name);
    return 0;
#else
    attr = __Pyx_PyObject_GetAttrStr(obj, name);
    goto try_unpack;
#endif
try_unpack:
#if CYTHON_UNPACK_METHODS
    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
        PyObject *function = PyMethod_GET_FUNCTION(attr);
        Py_INCREF(function);
        Py_DECREF(attr);
        *method = function;
        return 1;
    }
#endif
    *method = attr;
    return 0;
}
#endif

/* PyObjectCallMethod0 (used by PyType_Ready) */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
#if CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))
    PyObject *args[1] = {obj};
    (void) __Pyx_PyObject_CallOneArg;
    (void) __Pyx_PyObject_CallNoArg;
    return PyObject_VectorcallMethod(method_name, args, 1 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL);
#else
    PyObject *method = NULL, *result = NULL;
    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
    if (likely(is_method)) {
        result = __Pyx_PyObject_CallOneArg(method, obj);
        Py_DECREF(method);
        return result;
    }
    if (unlikely(!method)) goto bad;
    result = __Pyx_PyObject_CallNoArg(method);
    Py_DECREF(method);
bad:
    return result;
#endif
}

/* ValidateBasesTuple (used by PyType_Ready) */
#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS
static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases) {
    Py_ssize_t i, n;
#if CYTHON_ASSUME_SAFE_SIZE
    n = PyTuple_GET_SIZE(bases);
#else
    n = PyTuple_Size(bases);
    if (unlikely(n < 0)) return -1;
#endif
    for (i = 1; i < n; i++)
    {
        PyTypeObject *b;
#if CYTHON_AVOID_BORROWED_REFS
        PyObject *b0 = PySequence_GetItem(bases, i);
        if (!b0) return -1;
#elif CYTHON_ASSUME_SAFE_MACROS
        PyObject *b0 = PyTuple_GET_ITEM(bases, i);
#else
        PyObject *b0 = PyTuple_GetItem(bases, i);
        if (!b0) return -1;
#endif
        b = (PyTypeObject*) b0;
        if (!__Pyx_PyType_HasFeature(b, Py_TPFLAGS_HEAPTYPE))
        {
            __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b);
            PyErr_Format(PyExc_TypeError,
                "base class '" __Pyx_FMT_TYPENAME "' is not a heap type", b_name);
            __Pyx_DECREF_TypeName(b_name);
#if CYTHON_AVOID_BORROWED_REFS
            Py_DECREF(b0);
#endif
            return -1;
        }
        if (dictoffset == 0)
        {
            Py_ssize_t b_dictoffset = 0;
#if CYTHON_USE_TYPE_SLOTS
            b_dictoffset = b->tp_dictoffset;
#else
            PyObject *py_b_dictoffset = PyObject_GetAttrString((PyObject*)b, "__dictoffset__");
            if (!py_b_dictoffset) goto dictoffset_return;
            b_dictoffset = PyLong_AsSsize_t(py_b_dictoffset);
            Py_DECREF(py_b_dictoffset);
            if (b_dictoffset == -1 && PyErr_Occurred()) goto dictoffset_return;
#endif
            if (b_dictoffset) {
                {
                    __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b);
                    PyErr_Format(PyExc_TypeError,
                        "extension type '%.200s' has no __dict__ slot, "
                        "but base type '" __Pyx_FMT_TYPENAME "' has: "
                        "either add 'cdef dict __dict__' to the extension type "
                        "or add '__slots__ = [...]' to the base type",
                        type_name, b_name);
                    __Pyx_DECREF_TypeName(b_name);
                }
#if !CYTHON_USE_TYPE_SLOTS
              dictoffset_return:
#endif
#if CYTHON_AVOID_BORROWED_REFS
                Py_DECREF(b0);
#endif
                return -1;
            }
        }
#if CYTHON_AVOID_BORROWED_REFS
        Py_DECREF(b0);
#endif
    }
    return 0;
}
#endif

/* PyType_Ready */
CYTHON_UNUSED static int __Pyx_PyType_HasMultipleInheritance(PyTypeObject *t) {
    while (t) {
        PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*);
        if (bases) {
            return 1;
        }
        t = __Pyx_PyType_GetSlot(t, tp_base, PyTypeObject*);
    }
    return 0;
}
static int __Pyx_PyType_Ready(PyTypeObject *t) {
#if CYTHON_USE_TYPE_SPECS || !CYTHON_COMPILING_IN_CPYTHON || defined(PYSTON_MAJOR_VERSION)
    (void)__Pyx_PyObject_CallMethod0;
#if CYTHON_USE_TYPE_SPECS
    (void)__Pyx_validate_bases_tuple;
#endif
    return PyType_Ready(t);
#else
    int r;
    if (!__Pyx_PyType_HasMultipleInheritance(t)) {
        return PyType_Ready(t);
    }
    PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*);
    if (bases && unlikely(__Pyx_validate_bases_tuple(t->tp_name, t->tp_dictoffset, bases) == -1))
        return -1;
#if !defined(PYSTON_MAJOR_VERSION)
    {
        int gc_was_enabled;
    #if PY_VERSION_HEX >= 0x030A00b1
        gc_was_enabled = PyGC_Disable();
        (void)__Pyx_PyObject_CallMethod0;
    #else
        PyObject *ret, *py_status;
        PyObject *gc = NULL;
        #if (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM+0 >= 0x07030400) &&\
                !CYTHON_COMPILING_IN_GRAAL
        gc = PyImport_GetModule(__pyx_mstate_global->__pyx_kp_u_gc);
        #endif
        if (unlikely(!gc)) gc = PyImport_Import(__pyx_mstate_global->__pyx_kp_u_gc);
        if (unlikely(!gc)) return -1;
        py_status = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_isenabled);
        if (unlikely(!py_status)) {
            Py_DECREF(gc);
            return -1;
        }
        gc_was_enabled = __Pyx_PyObject_IsTrue(py_status);
        Py_DECREF(py_status);
        if (gc_was_enabled > 0) {
            ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_disable);
            if (unlikely(!ret)) {
                Py_DECREF(gc);
                return -1;
            }
            Py_DECREF(ret);
        } else if (unlikely(gc_was_enabled == -1)) {
            Py_DECREF(gc);
            return -1;
        }
    #endif
        t->tp_flags |= Py_TPFLAGS_HEAPTYPE;
#if PY_VERSION_HEX >= 0x030A0000
        t->tp_flags |= Py_TPFLAGS_IMMUTABLETYPE;
#endif
#else
        (void)__Pyx_PyObject_CallMethod0;
#endif
    r = PyType_Ready(t);
#if !defined(PYSTON_MAJOR_VERSION)
        t->tp_flags &= ~Py_TPFLAGS_HEAPTYPE;
    #if PY_VERSION_HEX >= 0x030A00b1
        if (gc_was_enabled)
            PyGC_Enable();
    #else
        if (gc_was_enabled) {
            PyObject *tp, *v, *tb;
            PyErr_Fetch(&tp, &v, &tb);
            ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_enable);
            if (likely(ret || r == -1)) {
                Py_XDECREF(ret);
                PyErr_Restore(tp, v, tb);
            } else {
                Py_XDECREF(tp);
                Py_XDECREF(v);
                Py_XDECREF(tb);
                r = -1;
            }
        }
        Py_DECREF(gc);
    #endif
    }
#endif
    return r;
#endif
}

/* DelItemOnTypeDict (used by SetupReduce) */
static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k) {
    int result;
    PyObject *tp_dict;
#if CYTHON_COMPILING_IN_LIMITED_API
    tp_dict = __Pyx_GetTypeDict(tp);
    if (unlikely(!tp_dict)) return -1;
#else
    tp_dict = tp->tp_dict;
#endif
    result = PyDict_DelItem(tp_dict, k);
    if (likely(!result)) PyType_Modified(tp);
    return result;
}

/* SetupReduce */
static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStrNoError(meth, __pyx_mstate_global->__pyx_n_u_name);
  if (likely(name_attr)) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (unlikely(ret < 0)) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject *object_reduce = NULL;
    PyObject *object_getstate = NULL;
    PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
    PyObject *getstate = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_getstate);
#else
    getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_getstate);
    if (!getstate && PyErr_Occurred()) {
        goto __PYX_BAD;
    }
#endif
    if (getstate) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate);
#else
        object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate);
        if (!object_getstate && PyErr_Occurred()) {
            goto __PYX_BAD;
        }
#endif
        if (object_getstate != getstate) {
            goto __PYX_GOOD;
        }
    }
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_mstate_global->__pyx_n_u_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython);
            if (likely(reduce_cython)) {
                ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
            } else if (reduce == object_reduce || PyErr_Occurred()) {
                goto __PYX_BAD;
            }
            setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_mstate_global->__pyx_n_u_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython);
                if (likely(setstate_cython)) {
                    ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                    ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                } else if (!setstate || PyErr_Occurred()) {
                    goto __PYX_BAD;
                }
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto __PYX_GOOD;
__PYX_BAD:
    if (!PyErr_Occurred()) {
        __Pyx_TypeName type_obj_name =
            __Pyx_PyType_GetFullyQualifiedName((PyTypeObject*)type_obj);
        PyErr_Format(PyExc_RuntimeError,
            "Unable to initialize pickling for " __Pyx_FMT_TYPENAME, type_obj_name);
        __Pyx_DECREF_TypeName(type_obj_name);
    }
    ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
    Py_XDECREF(object_getstate);
    Py_XDECREF(getstate);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* TypeImport */
#ifndef __PYX_HAVE_RT_ImportType_3_2_4
#define __PYX_HAVE_RT_ImportType_3_2_4
static PyTypeObject *__Pyx_ImportType_3_2_4(PyObject *module, const char *module_name, const char *class_name,
    size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_4 check_size)
{
    PyObject *result = 0;
    Py_ssize_t basicsize;
    Py_ssize_t itemsize;
#if defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API)
    PyObject *py_basicsize;
    PyObject *py_itemsize;
#endif
    result = PyObject_GetAttrString(module, class_name);
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s.%.200s is not a type object",
            module_name, class_name);
        goto bad;
    }
#if !( defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API) )
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
    itemsize = ((PyTypeObject *)result)->tp_itemsize;
#else
    if (size == 0) {
        return (PyTypeObject *)result;
    }
    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
    if (!py_basicsize)
        goto bad;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = 0;
    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
    py_itemsize = PyObject_GetAttrString(result, "__itemsize__");
    if (!py_itemsize)
        goto bad;
    itemsize = PyLong_AsSsize_t(py_itemsize);
    Py_DECREF(py_itemsize);
    py_itemsize = 0;
    if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if (itemsize) {
        if (size % alignment) {
            alignment = size % alignment;
        }
        if (itemsize < (Py_ssize_t)alignment)
            itemsize = (Py_ssize_t)alignment;
    }
    if ((size_t)(basicsize + itemsize) < size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize+itemsize);
        goto bad;
    }
    if (check_size == __Pyx_ImportType_CheckSize_Error_3_2_4 &&
            ((size_t)basicsize > size || (size_t)(basicsize + itemsize) < size)) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd-%zd from PyObject",
            module_name, class_name, size, basicsize, basicsize+itemsize);
        goto bad;
    }
    else if (check_size == __Pyx_ImportType_CheckSize_Warn_3_2_4 && (size_t)basicsize > size) {
        if (PyErr_WarnFormat(NULL, 0,
                "%.200s.%.200s size changed, may indicate binary incompatibility. "
                "Expected %zd from C header, got %zd from PyObject",
                module_name, class_name, size, basicsize) < 0) {
            goto bad;
        }
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(result);
    return NULL;
}
#endif

/* HasAttr (used by ImportImpl) */
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!PyUnicode_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_PyObject_GetAttrStrNoError(o, n);
    if (!r) {
        return (unlikely(PyErr_Occurred())) ? -1 : 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}
#endif

/* ImportImpl (used by Import) */
static int __Pyx__Import_GetModule(PyObject *qualname, PyObject **module) {
    PyObject *imported_module = PyImport_GetModule(qualname);
    if (unlikely(!imported_module)) {
        *module = NULL;
        if (PyErr_Occurred()) {
            return -1;
        }
        return 0;
    }
    *module = imported_module;
    return 1;
}
static int __Pyx__Import_Lookup(PyObject *qualname, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject **module) {
    PyObject *imported_module;
    PyObject *top_level_package_name;
    Py_ssize_t i;
    int status, module_found;
    Py_ssize_t dot_index;
    module_found = __Pyx__Import_GetModule(qualname, &imported_module);
    if (unlikely(!module_found || module_found == -1)) {
        *module = NULL;
        return module_found;
    }
    if (imported_names) {
        for (i = 0; i < len_imported_names; i++) {
            PyObject *imported_name = imported_names[i];
#if __PYX_LIMITED_VERSION_HEX < 0x030d0000
            int has_imported_attribute = PyObject_HasAttr(imported_module, imported_name);
#else
            int has_imported_attribute = PyObject_HasAttrWithError(imported_module, imported_name);
            if (unlikely(has_imported_attribute == -1)) goto error;
#endif
            if (!has_imported_attribute) {
                goto not_found;
            }
        }
        *module = imported_module;
        return 1;
    }
    dot_index = PyUnicode_FindChar(qualname, '.', 0, PY_SSIZE_T_MAX, 1);
    if (dot_index == -1) {
        *module = imported_module;
        return 1;
    }
    if (unlikely(dot_index == -2)) goto error;
    top_level_package_name = PyUnicode_Substring(qualname, 0, dot_index);
    if (unlikely(!top_level_package_name)) goto error;
    Py_DECREF(imported_module);
    status = __Pyx__Import_GetModule(top_level_package_name, module);
    Py_DECREF(top_level_package_name);
    return status;
error:
    Py_DECREF(imported_module);
    *module = NULL;
    return -1;
not_found:
    Py_DECREF(imported_module);
    *module = NULL;
    return 0;
}
static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level) {
    PyObject *module = 0;
    PyObject *empty_dict = 0;
    PyObject *from_list = 0;
    int module_found;
    if (!qualname) {
        qualname = name;
    }
    module_found = __Pyx__Import_Lookup(qualname, imported_names, len_imported_names, &module);
    if (likely(module_found == 1)) {
        return module;
    } else if (unlikely(module_found == -1)) {
        return NULL;
    }
    empty_dict = PyDict_New();
    if (unlikely(!empty_dict))
        goto bad;
    if (imported_names) {
#if CYTHON_COMPILING_IN_CPYTHON
        from_list = __Pyx_PyList_FromArray(imported_names, len_imported_names);
        if (unlikely(!from_list))
            goto bad;
#else
        from_list = PyList_New(len_imported_names);
        if (unlikely(!from_list)) goto bad;
        for (Py_ssize_t i=0; i<len_imported_names; ++i) {
            if (PyList_SetItem(from_list, i, __Pyx_NewRef(imported_names[i])) < 0) goto bad;
        }
#endif
    }
    if (level == -1) {
        const char* package_sep = strchr(__Pyx_MODULE_NAME, '.');
        if (package_sep != (0)) {
            module = PyImport_ImportModuleLevelObject(
                name, moddict, empty_dict, from_list, 1);
            if (unlikely(!module)) {
                if (unlikely(!PyErr_ExceptionMatches(PyExc_ImportError)))
                    goto bad;
                PyErr_Clear();
            }
        }
        level = 0;
    }
    if (!module) {
        module = PyImport_ImportModuleLevelObject(
            name, moddict, empty_dict, from_list, level);
    }
bad:
    Py_XDECREF(from_list);
    Py_XDECREF(empty_dict);
    return module;
}

/* Import */
static PyObject *__Pyx_Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, int level) {
    return __Pyx__Import(name, imported_names, len_imported_names, qualname, __pyx_mstate_global->__pyx_d, level);
}

/* ImportFrom */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        const char* module_name_str = 0;
        PyObject* module_name = 0;
        PyObject* module_dot = 0;
        PyObject* full_name = 0;
        PyErr_Clear();
        module_name_str = PyModule_GetName(module);
        if (unlikely(!module_name_str)) { goto modbad; }
        module_name = PyUnicode_FromString(module_name_str);
        if (unlikely(!module_name)) { goto modbad; }
        module_dot = PyUnicode_Concat(module_name, __pyx_mstate_global->__pyx_kp_u__13);
        if (unlikely(!module_dot)) { goto modbad; }
        full_name = PyUnicode_Concat(module_dot, name);
        if (unlikely(!full_name)) { goto modbad; }
        #if (CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM  < 0x07030400) ||\
                CYTHON_COMPILING_IN_GRAAL
        {
            PyObject *modules = PyImport_GetModuleDict();
            if (unlikely(!modules))
                goto modbad;
            value = PyObject_GetItem(modules, full_name);
        }
        #else
        value = PyImport_GetModule(full_name);
        #endif
      modbad:
        Py_XDECREF(full_name);
        Py_XDECREF(module_dot);
        Py_XDECREF(module_name);
    }
    if (unlikely(!value)) {
        PyErr_Format(PyExc_ImportError, "cannot import name %S", name);
    }
    return value;
}

/* PyDictVersioning (used by GetModuleGlobalName) */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
    PyObject **dictptr = NULL;
    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
    if (offset) {
#if CYTHON_COMPILING_IN_CPYTHON
        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
        dictptr = _PyObject_GetDictPtr(obj);
#endif
    }
    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
        return 0;
    return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif

/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if CYTHON_COMPILING_IN_LIMITED_API
    if (unlikely(!__pyx_m)) {
        if (!PyErr_Occurred())
            PyErr_SetNone(PyExc_NameError);
        return NULL;
    }
    result = PyObject_GetAttr(__pyx_m, name);
    if (likely(result)) {
        return result;
    }
    PyErr_Clear();
#elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS
    if (unlikely(__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, name, &result) == -1)) PyErr_Clear();
    __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return result;
    }
#else
    result = _PyDict_GetItem_KnownHash(__pyx_mstate_global->__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
    PyErr_Clear();
#endif
    return __Pyx_GetBuiltinName(name);
}

/* PyObjectSetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_setattro))
        return tp->tp_setattro(obj, attr_name, value);
    return PyObject_SetAttr(obj, attr_name, value);
}
#endif

/* ListPack */
static PyObject *__Pyx_PyList_Pack(Py_ssize_t n, ...) {
    va_list va;
    PyObject *l = PyList_New(n);
    va_start(va, n);
    if (unlikely(!l)) goto end;
    for (Py_ssize_t i=0; i<n; ++i) {
        PyObject *arg = va_arg(va, PyObject*);
        Py_INCREF(arg);
        if (__Pyx_PyList_SET_ITEM(l, i, arg) != (0)) {
            Py_CLEAR(l);
            goto end;
        }
    }
    end:
    va_end(va);
    return l;
}

/* dict_setdefault (used by FetchCommonType) */
static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) {
    PyObject* value;
#if __PYX_LIMITED_VERSION_HEX >= 0x030F0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4)
    PyDict_SetDefaultRef(d, key, default_value, &value);
#elif CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX >= 0x030C0000
    PyObject *args[] = {d, key, default_value};
    value = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_n_u_setdefault, args, 3 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL);
#elif CYTHON_COMPILING_IN_LIMITED_API
    value = PyObject_CallMethodObjArgs(d, __pyx_mstate_global->__pyx_n_u_setdefault, key, default_value, NULL);
#else
    value = PyDict_SetDefault(d, key, default_value);
    if (unlikely(!value)) return NULL;
    Py_INCREF(value);
#endif
    return value;
}

/* AddModuleRef (used by FetchSharedCythonModule) */
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
  static PyObject *__Pyx_PyImport_AddModuleObjectRef(PyObject *name) {
      PyObject *module_dict = PyImport_GetModuleDict();
      PyObject *m;
      if (PyMapping_GetOptionalItem(module_dict, name, &m) < 0) {
          return NULL;
      }
      if (m != NULL && PyModule_Check(m)) {
          return m;
      }
      Py_XDECREF(m);
      m = PyModule_NewObject(name);
      if (m == NULL)
          return NULL;
      if (PyDict_CheckExact(module_dict)) {
          PyObject *new_m;
          (void)PyDict_SetDefaultRef(module_dict, name, m, &new_m);
          Py_DECREF(m);
          return new_m;
      } else {
           if (PyObject_SetItem(module_dict, name, m) != 0) {
                Py_DECREF(m);
                return NULL;
            }
            return m;
      }
  }
  static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
      PyObject *py_name = PyUnicode_FromString(name);
      if (!py_name) return NULL;
      PyObject *module = __Pyx_PyImport_AddModuleObjectRef(py_name);
      Py_DECREF(py_name);
      return module;
  }
#elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000
  #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
#else
  static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
      PyObject *module = PyImport_AddModule(name);
      Py_XINCREF(module);
      return module;
  }
#endif

/* FetchSharedCythonModule (used by FetchCommonType) */
static PyObject *__Pyx_FetchSharedCythonABIModule(void) {
    return __Pyx_PyImport_AddModuleRef(__PYX_ABI_MODULE_NAME);
}

/* FetchCommonType (used by CommonTypesMetaclass) */
#if __PYX_LIMITED_VERSION_HEX < 0x030C0000
static PyObject* __Pyx_PyType_FromMetaclass(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) {
    PyObject *result = __Pyx_PyType_FromModuleAndSpec(module, spec, bases);
    if (result && metaclass) {
        PyObject *old_tp = (PyObject*)Py_TYPE(result);
    Py_INCREF((PyObject*)metaclass);
#if __PYX_LIMITED_VERSION_HEX >= 0x03090000
        Py_SET_TYPE(result, metaclass);
#else
        result->ob_type = metaclass;
#endif
        Py_DECREF(old_tp);
    }
    return result;
}
#else
#define __Pyx_PyType_FromMetaclass(me, mo, s, b) PyType_FromMetaclass(me, mo, s, b)
#endif
static int __Pyx_VerifyCachedType(PyObject *cached_type,
                               const char *name,
                               Py_ssize_t expected_basicsize) {
    Py_ssize_t basicsize;
    if (!PyType_Check(cached_type)) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s is not a type object", name);
        return -1;
    }
    if (expected_basicsize == 0) {
        return 0; // size is inherited, nothing useful to check
    }
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *py_basicsize;
    py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__");
    if (unlikely(!py_basicsize)) return -1;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = NULL;
    if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) return -1;
#else
    basicsize = ((PyTypeObject*) cached_type)->tp_basicsize;
#endif
    if (basicsize != expected_basicsize) {
        PyErr_Format(PyExc_TypeError,
            "Shared Cython type %.200s has the wrong size, try recompiling",
            name);
        return -1;
    }
    return 0;
}
static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) {
    PyObject *abi_module = NULL, *cached_type = NULL, *abi_module_dict, *new_cached_type, *py_object_name;
    int get_item_ref_result;
    const char* object_name = strrchr(spec->name, '.');
    object_name = object_name ? object_name+1 : spec->name;
    py_object_name = PyUnicode_FromString(object_name);
    if (!py_object_name) return NULL;
    abi_module = __Pyx_FetchSharedCythonABIModule();
    if (!abi_module) goto done;
    abi_module_dict = PyModule_GetDict(abi_module);
    if (!abi_module_dict) goto done;
    get_item_ref_result = __Pyx_PyDict_GetItemRef(abi_module_dict, py_object_name, &cached_type);
    if (get_item_ref_result == 1) {
        if (__Pyx_VerifyCachedType(
              cached_type,
              object_name,
              spec->basicsize) < 0) {
            goto bad;
        }
        goto done;
    } else if (unlikely(get_item_ref_result == -1)) {
        goto bad;
    }
    cached_type = __Pyx_PyType_FromMetaclass(
        metaclass,
        CYTHON_USE_MODULE_STATE ? module : abi_module,
        spec, bases);
    if (unlikely(!cached_type)) goto bad;
    if (unlikely(__Pyx_fix_up_extension_type_from_spec(spec, (PyTypeObject *) cached_type) < 0)) goto bad;
    new_cached_type = __Pyx_PyDict_SetDefault(abi_module_dict, py_object_name, cached_type);
    if (unlikely(new_cached_type != cached_type)) {
        if (unlikely(!new_cached_type)) goto bad;
        Py_DECREF(cached_type);
        cached_type = new_cached_type;
        if (__Pyx_VerifyCachedType(
                cached_type,
                object_name,
                spec->basicsize) < 0) {
            goto bad;
        }
        goto done;
    } else {
        Py_DECREF(new_cached_type);
    }
done:
    Py_XDECREF(abi_module);
    Py_DECREF(py_object_name);
    assert(cached_type == NULL || PyType_Check(cached_type));
    return (PyTypeObject *) cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

/* CommonTypesMetaclass (used by CythonFunctionShared) */
static PyObject* __pyx_CommonTypesMetaclass_get_module(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED void* context) {
    return PyUnicode_FromString(__PYX_ABI_MODULE_NAME);
}
#if __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject* __pyx_CommonTypesMetaclass_call(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *args, CYTHON_UNUSED PyObject *kwds) {
    PyErr_SetString(PyExc_TypeError, "Cannot instantiate Cython internal types");
    return NULL;
}
static int __pyx_CommonTypesMetaclass_setattr(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *attr, CYTHON_UNUSED PyObject *value) {
    PyErr_SetString(PyExc_TypeError, "Cython internal types are immutable");
    return -1;
}
#endif
static PyGetSetDef __pyx_CommonTypesMetaclass_getset[] = {
    {"__module__", __pyx_CommonTypesMetaclass_get_module, NULL, NULL, NULL},
    {0, 0, 0, 0, 0}
};
static PyType_Slot __pyx_CommonTypesMetaclass_slots[] = {
    {Py_tp_getset, (void *)__pyx_CommonTypesMetaclass_getset},
    #if __PYX_LIMITED_VERSION_HEX < 0x030A0000
    {Py_tp_call, (void*)__pyx_CommonTypesMetaclass_call},
    {Py_tp_new, (void*)__pyx_CommonTypesMetaclass_call},
    {Py_tp_setattro, (void*)__pyx_CommonTypesMetaclass_setattr},
    #endif
    {0, 0}
};
static PyType_Spec __pyx_CommonTypesMetaclass_spec = {
    __PYX_TYPE_MODULE_PREFIX "_common_types_metatype",
    0,
    0,
    Py_TPFLAGS_IMMUTABLETYPE |
    Py_TPFLAGS_DISALLOW_INSTANTIATION |
    Py_TPFLAGS_DEFAULT,
    __pyx_CommonTypesMetaclass_slots
};
static int __pyx_CommonTypesMetaclass_init(PyObject *module) {
    __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module);
    PyObject *bases = PyTuple_Pack(1, &PyType_Type);
    if (unlikely(!bases)) {
        return -1;
    }
    mstate->__pyx_CommonTypesMetaclassType = __Pyx_FetchCommonTypeFromSpec(NULL, module, &__pyx_CommonTypesMetaclass_spec, bases);
    Py_DECREF(bases);
    if (unlikely(mstate->__pyx_CommonTypesMetaclassType == NULL)) {
        return -1;
    }
    return 0;
}

/* PyMethodNew (used by CythonFunctionShared) */
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
    PyObject *result;
    CYTHON_UNUSED_VAR(typ);
    if (!self)
        return __Pyx_NewRef(func);
    #if __PYX_LIMITED_VERSION_HEX >= 0x030C0000
    {
        PyObject *args[] = {func, self};
        result = PyObject_Vectorcall(__pyx_mstate_global->__Pyx_CachedMethodType, args, 2, NULL);
    }
    #else
    result = PyObject_CallFunctionObjArgs(__pyx_mstate_global->__Pyx_CachedMethodType, func, self, NULL);
    #endif
    return result;
}
#else
static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
    CYTHON_UNUSED_VAR(typ);
    if (!self)
        return __Pyx_NewRef(func);
    return PyMethod_New(func, self);
}
#endif

/* PyVectorcallFastCallDict (used by CythonFunctionShared) */
#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
static PyObject *__Pyx_PyVectorcall_FastCallDict_kw(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
{
    PyObject *res = NULL;
    PyObject *kwnames;
    PyObject **newargs;
    PyObject **kwvalues;
    Py_ssize_t i;
    #if CYTHON_AVOID_BORROWED_REFS
    PyObject *pos;
    #else
    Py_ssize_t pos;
    #endif
    size_t j;
    PyObject *key, *value;
    unsigned long keys_are_strings;
    #if !CYTHON_ASSUME_SAFE_SIZE
    Py_ssize_t nkw = PyDict_Size(kw);
    if (unlikely(nkw == -1)) return NULL;
    #else
    Py_ssize_t nkw = PyDict_GET_SIZE(kw);
    #endif
    newargs = (PyObject **)PyMem_Malloc((nargs + (size_t)nkw) * sizeof(args[0]));
    if (unlikely(newargs == NULL)) {
        PyErr_NoMemory();
        return NULL;
    }
    for (j = 0; j < nargs; j++) newargs[j] = args[j];
    kwnames = PyTuple_New(nkw);
    if (unlikely(kwnames == NULL)) {
        PyMem_Free(newargs);
        return NULL;
    }
    kwvalues = newargs + nargs;
    pos = 0;
    i = 0;
    keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS;
    while (__Pyx_PyDict_NextRef(kw, &pos, &key, &value)) {
        keys_are_strings &=
        #if CYTHON_COMPILING_IN_LIMITED_API
            PyType_GetFlags(Py_TYPE(key));
        #else
            Py_TYPE(key)->tp_flags;
        #endif
        #if !CYTHON_ASSUME_SAFE_MACROS
        if (unlikely(PyTuple_SetItem(kwnames, i, key) < 0)) goto cleanup;
        #else
        PyTuple_SET_ITEM(kwnames, i, key);
        #endif
        kwvalues[i] = value;
        i++;
    }
    if (unlikely(!keys_are_strings)) {
        PyErr_SetString(PyExc_TypeError, "keywords must be strings");
        goto cleanup;
    }
    res = vc(func, newargs, nargs, kwnames);
cleanup:
    #if CYTHON_AVOID_BORROWED_REFS
    Py_DECREF(pos);
    #endif
    Py_DECREF(kwnames);
    for (i = 0; i < nkw; i++)
        Py_DECREF(kwvalues[i]);
    PyMem_Free(newargs);
    return res;
}
static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw)
{
    Py_ssize_t kw_size =
        likely(kw == NULL) ?
        0 :
#if !CYTHON_ASSUME_SAFE_SIZE
        PyDict_Size(kw);
#else
        PyDict_GET_SIZE(kw);
#endif
    if (kw_size == 0) {
        return vc(func, args, nargs, NULL);
    }
#if !CYTHON_ASSUME_SAFE_SIZE
    else if (unlikely(kw_size == -1)) {
        return NULL;
    }
#endif
    return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw);
}
#endif

/* CythonFunctionShared (used by CythonFunction) */
#if CYTHON_COMPILING_IN_LIMITED_API
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunctionNoMethod(PyObject *func, void (*cfunc)(void)) {
    if (__Pyx_CyFunction_Check(func)) {
        return PyCFunction_GetFunction(((__pyx_CyFunctionObject*)func)->func) == (PyCFunction) cfunc;
    } else if (PyCFunction_Check(func)) {
        return PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
    }
    return 0;
}
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) {
    if ((PyObject*)Py_TYPE(func) == __pyx_mstate_global->__Pyx_CachedMethodType) {
        int result;
        PyObject *newFunc = PyObject_GetAttr(func, __pyx_mstate_global->__pyx_n_u_func_2);
        if (unlikely(!newFunc)) {
            PyErr_Clear(); // It's only an optimization, so don't throw an error
            return 0;
        }
        result = __Pyx__IsSameCyOrCFunctionNoMethod(newFunc, cfunc);
        Py_DECREF(newFunc);
        return result;
    }
    return __Pyx__IsSameCyOrCFunctionNoMethod(func, cfunc);
}
#else
static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) {
    if (PyMethod_Check(func)) {
        func = PyMethod_GET_FUNCTION(func);
    }
    return __Pyx_CyOrPyCFunction_Check(func) && __Pyx_CyOrPyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
}
#endif
static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) {
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    __Pyx_Py_XDECREF_SET(
        __Pyx_CyFunction_GetClassObj(f),
            ((classobj) ? __Pyx_NewRef(classobj) : NULL));
#else
    __Pyx_Py_XDECREF_SET(
        ((PyCMethodObject *) (f))->mm_class,
        (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL));
#endif
}
static PyObject *
__Pyx_CyFunction_get_doc_locked(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_doc == NULL)) {
#if CYTHON_COMPILING_IN_LIMITED_API
        op->func_doc = PyObject_GetAttrString(op->func, "__doc__");
        if (unlikely(!op->func_doc)) return NULL;
#else
        if (((PyCFunctionObject*)op)->m_ml->ml_doc) {
            op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc);
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
#endif
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, void *closure) {
    PyObject *result;
    CYTHON_UNUSED_VAR(closure);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    result = __Pyx_CyFunction_get_doc_locked(op);
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    __Pyx_Py_XDECREF_SET(op->func_doc, value);
    __Pyx_END_CRITICAL_SECTION();
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name_locked(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_name == NULL)) {
#if CYTHON_COMPILING_IN_LIMITED_API
        op->func_name = PyObject_GetAttrString(op->func, "__name__");
#else
        op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context)
{
    PyObject *result = NULL;
    CYTHON_UNUSED_VAR(context);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    result = __Pyx_CyFunction_get_name_locked(op);
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    Py_INCREF(value);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    __Pyx_Py_XDECREF_SET(op->func_name, value);
    __Pyx_END_CRITICAL_SECTION();
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    PyObject *result;
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    Py_INCREF(op->func_qualname);
    result = op->func_qualname;
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    Py_INCREF(value);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    __Pyx_Py_XDECREF_SET(op->func_qualname, value);
    __Pyx_END_CRITICAL_SECTION();
    return 0;
}
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
#endif
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(context);
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(__pyx_CyFunctionObject *op, void *context)
{
    CYTHON_UNUSED_VAR(op);
    CYTHON_UNUSED_VAR(context);
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, void *context)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    CYTHON_UNUSED_VAR(context);
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    int result = 0;
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    #else
    op->defaults_tuple = __Pyx_PySequence_ITEM(res, 0);
    if (unlikely(!op->defaults_tuple)) result = -1;
    else {
        op->defaults_kwdict = __Pyx_PySequence_ITEM(res, 1);
        if (unlikely(!op->defaults_kwdict)) result = -1;
    }
    #endif
    Py_DECREF(res);
    return result;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
    CYTHON_UNUSED_VAR(context);
    if (!value) {
        value = Py_None;
    } else if (unlikely(value != Py_None && !PyTuple_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__defaults__ will not "
                 "currently affect the values used in function calls", 1);
    Py_INCREF(value);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    __Pyx_Py_XDECREF_SET(op->defaults_tuple, value);
    __Pyx_END_CRITICAL_SECTION();
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults_locked(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result = NULL;
    CYTHON_UNUSED_VAR(context);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    result = __Pyx_CyFunction_get_defaults_locked(op);
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
    CYTHON_UNUSED_VAR(context);
    if (!value) {
        value = Py_None;
    } else if (unlikely(value != Py_None && !PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__kwdefaults__ will not "
                 "currently affect the values used in function calls", 1);
    Py_INCREF(value);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    __Pyx_Py_XDECREF_SET(op->defaults_kwdict, value);
    __Pyx_END_CRITICAL_SECTION();
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults_locked(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) {
    PyObject* result;
    CYTHON_UNUSED_VAR(context);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    result = __Pyx_CyFunction_get_kwdefaults_locked(op);
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
    CYTHON_UNUSED_VAR(context);
    if (!value || value == Py_None) {
        value = NULL;
    } else if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    __Pyx_Py_XDECREF_SET(op->func_annotations, value);
    __Pyx_END_CRITICAL_SECTION();
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations_locked(__pyx_CyFunctionObject *op) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) {
    PyObject *result;
    CYTHON_UNUSED_VAR(context);
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    result = __Pyx_CyFunction_get_annotations_locked(op);
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static PyObject *
__Pyx_CyFunction_get_is_coroutine_value(__pyx_CyFunctionObject *op) {
    int is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE;
    if (is_coroutine) {
        PyObject *is_coroutine_value, *module, *fromlist, *marker = __pyx_mstate_global->__pyx_n_u_is_coroutine;
        fromlist = PyList_New(1);
        if (unlikely(!fromlist)) return NULL;
        Py_INCREF(marker);
#if CYTHON_ASSUME_SAFE_MACROS
        PyList_SET_ITEM(fromlist, 0, marker);
#else
        if (unlikely(PyList_SetItem(fromlist, 0, marker) < 0)) {
            Py_DECREF(marker);
            Py_DECREF(fromlist);
            return NULL;
        }
#endif
        module = PyImport_ImportModuleLevelObject(__pyx_mstate_global->__pyx_n_u_asyncio_coroutines, NULL, NULL, fromlist, 0);
        Py_DECREF(fromlist);
        if (unlikely(!module)) goto ignore;
        is_coroutine_value = __Pyx_PyObject_GetAttrStr(module, marker);
        Py_DECREF(module);
        if (likely(is_coroutine_value)) {
            return is_coroutine_value;
        }
ignore:
        PyErr_Clear();
    }
    return __Pyx_PyBool_FromLong(is_coroutine);
}
static PyObject *
__Pyx_CyFunction_get_is_coroutine(__pyx_CyFunctionObject *op, void *context) {
    PyObject *result;
    CYTHON_UNUSED_VAR(context);
    if (op->func_is_coroutine) {
        return __Pyx_NewRef(op->func_is_coroutine);
    }
    result = __Pyx_CyFunction_get_is_coroutine_value(op);
    if (unlikely(!result))
        return NULL;
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    if (op->func_is_coroutine) {
        Py_DECREF(result);
        result = __Pyx_NewRef(op->func_is_coroutine);
    } else {
        op->func_is_coroutine = __Pyx_NewRef(result);
    }
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static void __Pyx_CyFunction_raise_argument_count_error(__pyx_CyFunctionObject *func, const char* message, Py_ssize_t size) {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL);
    if (!py_name) return;
    PyErr_Format(PyExc_TypeError,
        "%.200S() %s (%" CYTHON_FORMAT_SSIZE_T "d given)",
        py_name, message, size);
    Py_DECREF(py_name);
#else
    const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name;
    PyErr_Format(PyExc_TypeError,
        "%.200s() %s (%" CYTHON_FORMAT_SSIZE_T "d given)",
        name, message, size);
#endif
}
static void __Pyx_CyFunction_raise_type_error(__pyx_CyFunctionObject *func, const char* message) {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL);
    if (!py_name) return;
    PyErr_Format(PyExc_TypeError,
        "%.200S() %s",
        py_name, message);
    Py_DECREF(py_name);
#else
    const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name;
    PyErr_Format(PyExc_TypeError,
        "%.200s() %s",
        name, message);
#endif
}
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *
__Pyx_CyFunction_get_module(__pyx_CyFunctionObject *op, void *context) {
    CYTHON_UNUSED_VAR(context);
    return PyObject_GetAttrString(op->func, "__module__");
}
static int
__Pyx_CyFunction_set_module(__pyx_CyFunctionObject *op, PyObject* value, void *context) {
    CYTHON_UNUSED_VAR(context);
    return PyObject_SetAttrString(op->func, "__module__", value);
}
#endif
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {"func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {"__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {"func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {"__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {"__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
    {"func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0},
    {"__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0},
#else
    {"func_dict", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0},
    {"__dict__", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0},
#endif
    {"func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {"__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {"func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {"__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {"func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {"__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {"func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {"__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {"__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {"__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {"_is_coroutine", (getter)__Pyx_CyFunction_get_is_coroutine, 0, 0, 0},
#if CYTHON_COMPILING_IN_LIMITED_API
    {"__module__", (getter)__Pyx_CyFunction_get_module, (setter)__Pyx_CyFunction_set_module, 0, 0},
#endif
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_CyFunction_members[] = {
#if !CYTHON_COMPILING_IN_LIMITED_API
    {"__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0},
#endif
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    {"__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0},
#endif
#if CYTHON_METH_FASTCALL
#if CYTHON_COMPILING_IN_LIMITED_API
    {"__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0},
#else
    {"__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0},
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
    {"__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0},
#else
    {"__weaklistoffset__", T_PYSSIZET, offsetof(PyCFunctionObject, m_weakreflist), READONLY, 0},
#endif
#endif
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, PyObject *args)
{
    PyObject *result = NULL;
    CYTHON_UNUSED_VAR(args);
    __Pyx_BEGIN_CRITICAL_SECTION(m);
    Py_INCREF(m->func_qualname);
    result = m->func_qualname;
    __Pyx_END_CRITICAL_SECTION();
    return result;
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if CYTHON_COMPILING_IN_LIMITED_API
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) (((PyCFunctionObject*)cyfunc)->m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
                                       PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
#if !CYTHON_COMPILING_IN_LIMITED_API
    PyCFunctionObject *cf = (PyCFunctionObject*) op;
#endif
    if (unlikely(op == NULL))
        return NULL;
#if CYTHON_COMPILING_IN_LIMITED_API
    op->func = PyCFunction_NewEx(ml, (PyObject*)op, module);
    if (unlikely(!op->func)) return NULL;
#endif
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
#if !CYTHON_COMPILING_IN_LIMITED_API
    cf->m_ml = ml;
    cf->m_self = (PyObject *) op;
#endif
    Py_XINCREF(closure);
    op->func_closure = closure;
#if !CYTHON_COMPILING_IN_LIMITED_API
    Py_XINCREF(module);
    cf->m_module = module;
#endif
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    op->func_dict = NULL;
#endif
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
    op->func_classobj = NULL;
#else
    ((PyCMethodObject*)op)->mm_class = NULL;
#endif
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    op->func_is_coroutine = NULL;
#if CYTHON_METH_FASTCALL
    switch (ml->ml_flags & (METH_VARARGS | METH_FASTCALL | METH_NOARGS | METH_O | METH_KEYWORDS | METH_METHOD)) {
    case METH_NOARGS:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_NOARGS;
        break;
    case METH_O:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_O;
        break;
    case METH_METHOD | METH_FASTCALL | METH_KEYWORDS:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD;
        break;
    case METH_FASTCALL | METH_KEYWORDS:
        __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS;
        break;
    case METH_VARARGS | METH_KEYWORDS:
        __Pyx_CyFunction_func_vectorcall(op) = NULL;
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
        Py_DECREF(op);
        return NULL;
    }
#endif
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
#if CYTHON_COMPILING_IN_LIMITED_API
    Py_CLEAR(m->func);
#else
    Py_CLEAR(((PyCFunctionObject*)m)->m_module);
#endif
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    Py_CLEAR(m->func_dict);
#elif PY_VERSION_HEX < 0x030d0000
    _PyObject_ClearManagedDict((PyObject*)m);
#else
    PyObject_ClearManagedDict((PyObject*)m);
#endif
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
#if !CYTHON_COMPILING_IN_LIMITED_API
#if PY_VERSION_HEX < 0x030900B1
    Py_CLEAR(__Pyx_CyFunction_GetClassObj(m));
#else
    {
        PyObject *cls = (PyObject*) ((PyCMethodObject *) (m))->mm_class;
        ((PyCMethodObject *) (m))->mm_class = NULL;
        Py_XDECREF(cls);
    }
#endif
#endif
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    Py_CLEAR(m->func_is_coroutine);
    Py_CLEAR(m->defaults);
    return 0;
}
static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    __Pyx_PyHeapTypeObject_GC_Del(m);
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    __Pyx__CyFunction_dealloc(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    {
        int e = __Pyx_call_type_traverse((PyObject*)m, 1, visit, arg);
        if (e) return e;
    }
    Py_VISIT(m->func_closure);
#if CYTHON_COMPILING_IN_LIMITED_API
    Py_VISIT(m->func);
#else
    Py_VISIT(((PyCFunctionObject*)m)->m_module);
#endif
#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API
    Py_VISIT(m->func_dict);
#else
    {
        int e =
#if PY_VERSION_HEX < 0x030d0000
            _PyObject_VisitManagedDict
#else
            PyObject_VisitManagedDict
#endif
                ((PyObject*)m, visit, arg);
        if (e != 0) return e;
    }
#endif
    __Pyx_VISIT_CONST(m->func_name);
    __Pyx_VISIT_CONST(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    __Pyx_VISIT_CONST(m->func_code);
#if !CYTHON_COMPILING_IN_LIMITED_API
    Py_VISIT(__Pyx_CyFunction_GetClassObj(m));
#endif
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    Py_VISIT(m->func_is_coroutine);
    Py_VISIT(m->defaults);
    return 0;
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
    PyObject *repr;
    __Pyx_BEGIN_CRITICAL_SECTION(op);
    repr = PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
    __Pyx_END_CRITICAL_SECTION();
    return repr;
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
#if CYTHON_COMPILING_IN_LIMITED_API
    PyObject *f = ((__pyx_CyFunctionObject*)func)->func;
    PyCFunction meth;
    int flags;
    meth = PyCFunction_GetFunction(f);
    if (unlikely(!meth)) return NULL;
    flags = PyCFunction_GetFlags(f);
    if (unlikely(flags < 0)) return NULL;
#else
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = f->m_ml->ml_meth;
    int flags = f->m_ml->ml_flags;
#endif
    Py_ssize_t size;
    switch (flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
    case METH_VARARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0))
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)(void(*)(void))meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
#if CYTHON_ASSUME_SAFE_SIZE
            size = PyTuple_GET_SIZE(arg);
#else
            size = PyTuple_Size(arg);
            if (unlikely(size < 0)) return NULL;
#endif
            if (likely(size == 0))
                return (*meth)(self, NULL);
            __Pyx_CyFunction_raise_argument_count_error(
                (__pyx_CyFunctionObject*)func,
                "takes no arguments", size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
#if CYTHON_ASSUME_SAFE_SIZE
            size = PyTuple_GET_SIZE(arg);
#else
            size = PyTuple_Size(arg);
            if (unlikely(size < 0)) return NULL;
#endif
            if (likely(size == 1)) {
                PyObject *result, *arg0;
                #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                arg0 = PyTuple_GET_ITEM(arg, 0);
                #else
                arg0 = __Pyx_PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
                #endif
                result = (*meth)(self, arg0);
                #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
                Py_DECREF(arg0);
                #endif
                return result;
            }
            __Pyx_CyFunction_raise_argument_count_error(
                (__pyx_CyFunctionObject*)func,
                "takes exactly one argument", size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction");
        return NULL;
    }
    __Pyx_CyFunction_raise_type_error(
        (__pyx_CyFunctionObject*)func, "takes no keyword arguments");
    return NULL;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *self, *result;
#if CYTHON_COMPILING_IN_LIMITED_API
    self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)func)->func);
    if (unlikely(!self) && PyErr_Occurred()) return NULL;
#else
    self = ((PyCFunctionObject*)func)->m_self;
#endif
    result = __Pyx_CyFunction_CallMethod(func, self, arg, kw);
    return result;
}
static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
    PyObject *result;
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
     __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc);
    if (vc) {
#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE
        return __Pyx_PyVectorcall_FastCallDict(func, vc, &PyTuple_GET_ITEM(args, 0), (size_t)PyTuple_GET_SIZE(args), kw);
#else
        (void) &__Pyx_PyVectorcall_FastCallDict;
        return PyVectorcall_Call(func, args, kw);
#endif
    }
#endif
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        Py_ssize_t argc;
        PyObject *new_args;
        PyObject *self;
#if CYTHON_ASSUME_SAFE_SIZE
        argc = PyTuple_GET_SIZE(args);
#else
        argc = PyTuple_Size(args);
        if (unlikely(argc < 0)) return NULL;
#endif
        new_args = PyTuple_GetSlice(args, 1, argc);
        if (unlikely(!new_args))
            return NULL;
        self = PyTuple_GetItem(args, 0);
        if (unlikely(!self)) {
            Py_DECREF(new_args);
            PyErr_Format(PyExc_TypeError,
                         "unbound method %.200S() needs an argument",
                         cyfunc->func_qualname);
            return NULL;
        }
        result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
        Py_DECREF(new_args);
    } else {
        result = __Pyx_CyFunction_Call(func, args, kw);
    }
    return result;
}
#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL
static CYTHON_INLINE int __Pyx_CyFunction_Vectorcall_CheckArgs(__pyx_CyFunctionObject *cyfunc, Py_ssize_t nargs, PyObject *kwnames)
{
    int ret = 0;
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        if (unlikely(nargs < 1)) {
            __Pyx_CyFunction_raise_type_error(
                cyfunc, "needs an argument");
            return -1;
        }
        ret = 1;
    }
    if (unlikely(kwnames) && unlikely(__Pyx_PyTuple_GET_SIZE(kwnames))) {
        __Pyx_CyFunction_raise_type_error(
            cyfunc, "takes no keyword arguments");
        return -1;
    }
    return ret;
}
static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
    PyObject *self;
#if CYTHON_COMPILING_IN_LIMITED_API
    PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
    if (unlikely(!meth)) return NULL;
#else
    PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
#endif
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
#if CYTHON_COMPILING_IN_LIMITED_API
        self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
        if (unlikely(!self) && PyErr_Occurred()) return NULL;
#else
        self = ((PyCFunctionObject*)cyfunc)->m_self;
#endif
        break;
    default:
        return NULL;
    }
    if (unlikely(nargs != 0)) {
        __Pyx_CyFunction_raise_argument_count_error(
            cyfunc, "takes no arguments", nargs);
        return NULL;
    }
    return meth(self, NULL);
}
static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
    PyObject *self;
#if CYTHON_COMPILING_IN_LIMITED_API
    PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
    if (unlikely(!meth)) return NULL;
#else
    PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
#endif
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
#if CYTHON_COMPILING_IN_LIMITED_API
        self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
        if (unlikely(!self) && PyErr_Occurred()) return NULL;
#else
        self = ((PyCFunctionObject*)cyfunc)->m_self;
#endif
        break;
    default:
        return NULL;
    }
    if (unlikely(nargs != 1)) {
        __Pyx_CyFunction_raise_argument_count_error(
            cyfunc, "takes exactly one argument", nargs);
        return NULL;
    }
    return meth(self, args[0]);
}
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
    PyObject *self;
#if CYTHON_COMPILING_IN_LIMITED_API
    PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
    if (unlikely(!meth)) return NULL;
#else
    PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
#endif
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
#if CYTHON_COMPILING_IN_LIMITED_API
        self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
        if (unlikely(!self) && PyErr_Occurred()) return NULL;
#else
        self = ((PyCFunctionObject*)cyfunc)->m_self;
#endif
        break;
    default:
        return NULL;
    }
    return ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))meth)(self, args, nargs, kwnames);
}
static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames)
{
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func;
    PyTypeObject *cls = (PyTypeObject *) __Pyx_CyFunction_GetClassObj(cyfunc);
    Py_ssize_t nargs = PyVectorcall_NARGS(nargsf);
    PyObject *self;
#if CYTHON_COMPILING_IN_LIMITED_API
    PyCFunction meth = PyCFunction_GetFunction(cyfunc->func);
    if (unlikely(!meth)) return NULL;
#else
    PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth;
#endif
    switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) {
    case 1:
        self = args[0];
        args += 1;
        nargs -= 1;
        break;
    case 0:
#if CYTHON_COMPILING_IN_LIMITED_API
        self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func);
        if (unlikely(!self) && PyErr_Occurred()) return NULL;
#else
        self = ((PyCFunctionObject*)cyfunc)->m_self;
#endif
        break;
    default:
        return NULL;
    }
    #if PY_VERSION_HEX < 0x030e00A6
    size_t nargs_value = (size_t) nargs;
    #else
    Py_ssize_t nargs_value = nargs;
    #endif
    return ((__Pyx_PyCMethod)(void(*)(void))meth)(self, cls, args, nargs_value, kwnames);
}
#endif
static PyType_Slot __pyx_CyFunctionType_slots[] = {
    {Py_tp_dealloc, (void *)__Pyx_CyFunction_dealloc},
    {Py_tp_repr, (void *)__Pyx_CyFunction_repr},
    {Py_tp_call, (void *)__Pyx_CyFunction_CallAsMethod},
    {Py_tp_traverse, (void *)__Pyx_CyFunction_traverse},
    {Py_tp_clear, (void *)__Pyx_CyFunction_clear},
    {Py_tp_methods, (void *)__pyx_CyFunction_methods},
    {Py_tp_members, (void *)__pyx_CyFunction_members},
    {Py_tp_getset, (void *)__pyx_CyFunction_getsets},
    {Py_tp_descr_get, (void *)__Pyx_PyMethod_New},
    {0, 0},
};
static PyType_Spec __pyx_CyFunctionType_spec = {
    __PYX_TYPE_MODULE_PREFIX "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR
    Py_TPFLAGS_METHOD_DESCRIPTOR |
#endif
#if CYTHON_METH_FASTCALL
#if defined(Py_TPFLAGS_HAVE_VECTORCALL)
    Py_TPFLAGS_HAVE_VECTORCALL |
#elif defined(_Py_TPFLAGS_HAVE_VECTORCALL)
    _Py_TPFLAGS_HAVE_VECTORCALL |
#endif
#endif // CYTHON_METH_FASTCALL
#if PY_VERSION_HEX >= 0x030C0000 && !CYTHON_COMPILING_IN_LIMITED_API
    Py_TPFLAGS_MANAGED_DICT |
#endif
    Py_TPFLAGS_IMMUTABLETYPE | Py_TPFLAGS_DISALLOW_INSTANTIATION |
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    __pyx_CyFunctionType_slots
};
static int __pyx_CyFunction_init(PyObject *module) {
    __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module);
    mstate->__pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec(
        mstate->__pyx_CommonTypesMetaclassType, module, &__pyx_CyFunctionType_spec, NULL);
    if (unlikely(mstate->__pyx_CyFunctionType == NULL)) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func, PyTypeObject *defaults_type) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyObject_CallObject((PyObject*)defaults_type, NULL); // _PyObject_New(defaults_type);
    if (unlikely(!m->defaults))
        return NULL;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

/* CythonFunction */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    PyObject *op = __Pyx_CyFunction_Init(
        PyObject_GC_New(__pyx_CyFunctionObject, __pyx_mstate_global->__pyx_CyFunctionType),
        ml, flags, qualname, closure, module, globals, code
    );
    if (likely(op)) {
        PyObject_GC_Track(op);
    }
    return op;
}

/* CLineInTraceback (used by AddTraceback) */
#if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000
#define __Pyx_PyProbablyModule_GetDict(o) __Pyx_XNewRef(PyModule_GetDict(o))
#elif !CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
#define __Pyx_PyProbablyModule_GetDict(o) PyObject_GenericGetDict(o, NULL);
#else
PyObject* __Pyx_PyProbablyModule_GetDict(PyObject *o) {
    PyObject **dict_ptr = _PyObject_GetDictPtr(o);
    return dict_ptr ? __Pyx_XNewRef(*dict_ptr) : NULL;
}
#endif
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) {
    PyObject *use_cline = NULL;
    PyObject *ptype, *pvalue, *ptraceback;
    PyObject *cython_runtime_dict;
    CYTHON_MAYBE_UNUSED_VAR(tstate);
    if (unlikely(!__pyx_mstate_global->__pyx_cython_runtime)) {
        return c_line;
    }
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
    cython_runtime_dict = __Pyx_PyProbablyModule_GetDict(__pyx_mstate_global->__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
            use_cline, cython_runtime_dict,
            __Pyx_PyDict_SetDefault(cython_runtime_dict, __pyx_mstate_global->__pyx_n_u_cline_in_traceback, Py_False))
    }
    if (use_cline == NULL || use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
        c_line = 0;
    }
    Py_XDECREF(use_cline);
    Py_XDECREF(cython_runtime_dict);
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

/* CodeObjectCache (used by AddTraceback) */
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = start + (end - start) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static __Pyx_CachedCodeObjectType *__pyx__find_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line) {
    __Pyx_CachedCodeObjectType* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!code_cache->entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(code_cache->entries, code_cache->count, code_line);
    if (unlikely(pos >= code_cache->count) || unlikely(code_cache->entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = code_cache->entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line) {
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS
    (void)__pyx__find_code_object;
    return NULL; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just miss.
#else
    struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    __pyx_nonatomic_int_type old_count = __pyx_atomic_incr_acq_rel(&code_cache->accessor_count);
    if (old_count < 0) {
        __pyx_atomic_decr_acq_rel(&code_cache->accessor_count);
        return NULL;
    }
#endif
    __Pyx_CachedCodeObjectType *result = __pyx__find_code_object(code_cache, code_line);
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    __pyx_atomic_decr_acq_rel(&code_cache->accessor_count);
#endif
    return result;
#endif
}
static void __pyx__insert_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line, __Pyx_CachedCodeObjectType* code_object)
{
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = code_cache->entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            code_cache->entries = entries;
            code_cache->max_count = 64;
            code_cache->count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(code_cache->entries, code_cache->count, code_line);
    if ((pos < code_cache->count) && unlikely(code_cache->entries[pos].code_line == code_line)) {
        __Pyx_CachedCodeObjectType* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_INCREF(code_object);
        Py_DECREF(tmp);
        return;
    }
    if (code_cache->count == code_cache->max_count) {
        int new_max = code_cache->max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            code_cache->entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        code_cache->entries = entries;
        code_cache->max_count = new_max;
    }
    for (i=code_cache->count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    code_cache->count++;
    Py_INCREF(code_object);
}
static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object) {
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS
    (void)__pyx__insert_code_object;
    return; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just fail.
#else
    struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache;
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    __pyx_nonatomic_int_type expected = 0;
    if (!__pyx_atomic_int_cmp_exchange(&code_cache->accessor_count, &expected, INT_MIN)) {
        return;
    }
#endif
    __pyx__insert_code_object(code_cache, code_line, code_object);
#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING
    __pyx_atomic_sub(&code_cache->accessor_count, INT_MIN);
#endif
#endif
}

/* AddTraceback */
#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
#if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API && !defined(PYPY_VERSION)
  #ifndef Py_BUILD_CORE
    #define Py_BUILD_CORE 1
  #endif
  #include "internal/pycore_frame.h"
#endif
#if CYTHON_COMPILING_IN_LIMITED_API
static PyObject *__Pyx_PyCode_Replace_For_AddTraceback(PyObject *code, PyObject *scratch_dict,
                                                       PyObject *firstlineno, PyObject *name) {
    PyObject *replace = NULL;
    if (unlikely(PyDict_SetItemString(scratch_dict, "co_firstlineno", firstlineno))) return NULL;
    if (unlikely(PyDict_SetItemString(scratch_dict, "co_name", name))) return NULL;
    replace = PyObject_GetAttrString(code, "replace");
    if (likely(replace)) {
        PyObject *result = PyObject_Call(replace, __pyx_mstate_global->__pyx_empty_tuple, scratch_dict);
        Py_DECREF(replace);
        return result;
    }
    PyErr_Clear();
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyObject *code_object = NULL, *py_py_line = NULL, *py_funcname = NULL, *dict = NULL;
    PyObject *replace = NULL, *getframe = NULL, *frame = NULL;
    PyObject *exc_type, *exc_value, *exc_traceback;
    int success = 0;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(__Pyx_PyThreadState_Current, c_line);
    }
    PyErr_Fetch(&exc_type, &exc_value, &exc_traceback);
    code_object = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!code_object) {
        code_object = Py_CompileString("_getframe()", filename, Py_eval_input);
        if (unlikely(!code_object)) goto bad;
        py_py_line = PyLong_FromLong(py_line);
        if (unlikely(!py_py_line)) goto bad;
        if (c_line) {
            py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        } else {
            py_funcname = PyUnicode_FromString(funcname);
        }
        if (unlikely(!py_funcname)) goto bad;
        dict = PyDict_New();
        if (unlikely(!dict)) goto bad;
        {
            PyObject *old_code_object = code_object;
            code_object = __Pyx_PyCode_Replace_For_AddTraceback(code_object, dict, py_py_line, py_funcname);
            Py_DECREF(old_code_object);
        }
        if (unlikely(!code_object)) goto bad;
        __pyx_insert_code_object(c_line ? -c_line : py_line, code_object);
    } else {
        dict = PyDict_New();
    }
    getframe = PySys_GetObject("_getframe");
    if (unlikely(!getframe)) goto bad;
    if (unlikely(PyDict_SetItemString(dict, "_getframe", getframe))) goto bad;
    frame = PyEval_EvalCode(code_object, dict, dict);
    if (unlikely(!frame) || frame == Py_None) goto bad;
    success = 1;
  bad:
    PyErr_Restore(exc_type, exc_value, exc_traceback);
    Py_XDECREF(code_object);
    Py_XDECREF(py_py_line);
    Py_XDECREF(py_funcname);
    Py_XDECREF(dict);
    Py_XDECREF(replace);
    if (success) {
        PyTraceBack_Here(
            (struct _frame*)frame);
    }
    Py_XDECREF(frame);
}
#else
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = NULL;
    PyObject *py_funcname = NULL;
    if (c_line) {
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        if (!py_funcname) goto bad;
        funcname = PyUnicode_AsUTF8(py_funcname);
        if (!funcname) goto bad;
    }
    py_code = PyCode_NewEmpty(filename, funcname, py_line);
    Py_XDECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_funcname);
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject *ptype, *pvalue, *ptraceback;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(tstate, c_line);
    }
    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!py_code) {
        __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) {
            /* If the code object creation fails, then we should clear the
               fetched exception references and propagate the new exception */
            Py_XDECREF(ptype);
            Py_XDECREF(pvalue);
            Py_XDECREF(ptraceback);
            goto bad;
        }
        __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*PyThreadState *tstate,*/
        py_code,           /*PyCodeObject *code,*/
        __pyx_mstate_global->__pyx_d,    /*PyObject *globals,*/
        0                  /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}
#endif

/* PyObjectVectorCallKwBuilder (used by CIntToPy) */
#if CYTHON_VECTORCALL
static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) {
    (void)__Pyx_PyObject_FastCallDict;
    if (__Pyx_PyTuple_SET_ITEM(builder, n, key) != (0)) return -1;
    Py_INCREF(key);
    args[n] = value;
    return 0;
}
CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) {
    (void)__Pyx_VectorcallBuilder_AddArgStr;
    if (unlikely(!PyUnicode_Check(key))) {
        PyErr_SetString(PyExc_TypeError, "keywords must be strings");
        return -1;
    }
    return __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n);
}
static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n) {
    PyObject *pyKey = PyUnicode_FromString(key);
    if (!pyKey) return -1;
    return __Pyx_VectorcallBuilder_AddArg(pyKey, value, builder, args, n);
}
#else // CYTHON_VECTORCALL
CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, CYTHON_UNUSED PyObject **args, CYTHON_UNUSED int n) {
    if (unlikely(!PyUnicode_Check(key))) {
        PyErr_SetString(PyExc_TypeError, "keywords must be strings");
        return -1;
    }
    return PyDict_SetItem(builder, key, value);
}
#endif

/* CIntToPy */
static CYTHON_INLINE PyObject* __Pyx_PyLong_From_long(long value) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(long) < sizeof(long)) {
            return PyLong_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#if !CYTHON_COMPILING_IN_PYPY
        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyLong_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
        }
    }
    {
        unsigned char *bytes = (unsigned char *)&value;
#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4
        if (is_unsigned) {
            return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1);
        } else {
            return PyLong_FromNativeBytes(bytes, sizeof(value), -1);
        }
#elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000
        int one = 1; int little = (int)*(unsigned char *)&one;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
#else
        int one = 1; int little = (int)*(unsigned char *)&one;
        PyObject *from_bytes, *result = NULL, *kwds = NULL;
        PyObject *py_bytes = NULL, *order_str = NULL;
        from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes");
        if (!from_bytes) return NULL;
        py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(long));
        if (!py_bytes) goto limited_bad;
        order_str = PyUnicode_FromString(little ? "little" : "big");
        if (!order_str) goto limited_bad;
        {
            PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str };
            if (!is_unsigned) {
                kwds = __Pyx_MakeVectorcallBuilderKwds(1);
                if (!kwds) goto limited_bad;
                if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad;
            }
            result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds);
        }
        limited_bad:
        Py_XDECREF(kwds);
        Py_XDECREF(order_str);
        Py_XDECREF(py_bytes);
        Py_XDECREF(from_bytes);
        return result;
#endif
    }
}

/* FormatTypeName */
#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000
static __Pyx_TypeName
__Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp)
{
    PyObject *module = NULL, *name = NULL, *result = NULL;
    #if __PYX_LIMITED_VERSION_HEX < 0x030b0000
    name = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                               __pyx_mstate_global->__pyx_n_u_qualname);
    #else
    name = PyType_GetQualName(tp);
    #endif
    if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) goto bad;
    module = __Pyx_PyObject_GetAttrStr((PyObject *)tp,
                                               __pyx_mstate_global->__pyx_n_u_module);
    if (unlikely(module == NULL) || unlikely(!PyUnicode_Check(module))) goto bad;
    if (PyUnicode_CompareWithASCIIString(module, "builtins") == 0) {
        result = name;
        name = NULL;
        goto done;
    }
    result = PyUnicode_FromFormat("%U.%U", module, name);
    if (unlikely(result == NULL)) goto bad;
  done:
    Py_XDECREF(name);
    Py_XDECREF(module);
    return result;
  bad:
    PyErr_Clear();
    if (name) {
        result = name;
        name = NULL;
    } else {
        result = __Pyx_NewRef(__pyx_mstate_global->__pyx_kp_u__14);
    }
    goto done;
}
#endif

/* CIntFromPyVerify (used by CIntFromPy) */
#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;\
    }

/* CIntFromPy */
static CYTHON_INLINE long __Pyx_PyLong_As_long(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (unlikely(!PyLong_Check(x))) {
        long val;
        PyObject *tmp = __Pyx_PyNumber_Long(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyLong_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
    if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
        if (unlikely(__Pyx_PyLong_IsNeg(x))) {
            goto raise_neg_overflow;
        } else if (__Pyx_PyLong_IsCompact(x)) {
            __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
        } else {
            const digit* digits = __Pyx_PyLong_Digits(x);
            assert(__Pyx_PyLong_DigitCount(x) > 1);
            switch (__Pyx_PyLong_DigitCount(x)) {
                case 2:
                    if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) >= 2 * PyLong_SHIFT)) {
                            return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) >= 3 * PyLong_SHIFT)) {
                            return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) >= 4 * PyLong_SHIFT)) {
                            return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
            }
        }
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
        if (unlikely(Py_SIZE(x) < 0)) {
            goto raise_neg_overflow;
        }
#else
        {
            int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
            if (unlikely(result < 0))
                return (long) -1;
            if (unlikely(result == 1))
                goto raise_neg_overflow;
        }
#endif
        if ((sizeof(long) <= sizeof(unsigned long))) {
            __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
        } else if ((sizeof(long) <= sizeof(unsigned PY_LONG_LONG))) {
            __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
        }
    } else {
#if CYTHON_USE_PYLONG_INTERNALS
        if (__Pyx_PyLong_IsCompact(x)) {
            __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
        } else {
            const digit* digits = __Pyx_PyLong_Digits(x);
            assert(__Pyx_PyLong_DigitCount(x) > 1);
            switch (__Pyx_PyLong_SignedDigitCount(x)) {
                case -2:
                    if ((8 * sizeof(long) - 1 > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
                            return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
                            return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
                            return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
                            return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
                            return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) {
                            return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
            }
        }
#endif
        if ((sizeof(long) <= sizeof(long))) {
            __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
        } else if ((sizeof(long) <= sizeof(PY_LONG_LONG))) {
            __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
        }
    }
    {
        long val;
        int ret = -1;
#if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
        Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
            x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
        if (unlikely(bytes_copied == -1)) {
        } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
            goto raise_overflow;
        } else {
            ret = 0;
        }
#elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
        int one = 1; int is_little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&val;
        ret = _PyLong_AsByteArray((PyLongObject *)x,
                                    bytes, sizeof(val),
                                    is_little, !is_unsigned);
#else
        PyObject *v;
        PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
        int bits, remaining_bits, is_negative = 0;
        int chunk_size = (sizeof(long) < 8) ? 30 : 62;
        if (likely(PyLong_CheckExact(x))) {
            v = __Pyx_NewRef(x);
        } else {
            v = PyNumber_Long(x);
            if (unlikely(!v)) return (long) -1;
            assert(PyLong_CheckExact(v));
        }
        {
            int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
            if (unlikely(result < 0)) {
                Py_DECREF(v);
                return (long) -1;
            }
            is_negative = result == 1;
        }
        if (is_unsigned && unlikely(is_negative)) {
            Py_DECREF(v);
            goto raise_neg_overflow;
        } else if (is_negative) {
            stepval = PyNumber_Invert(v);
            Py_DECREF(v);
            if (unlikely(!stepval))
                return (long) -1;
        } else {
            stepval = v;
        }
        v = NULL;
        val = (long) 0;
        mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
        shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
        for (bits = 0; bits < (int) sizeof(long) * 8 - chunk_size; bits += chunk_size) {
            PyObject *tmp, *digit;
            long idigit;
            digit = PyNumber_And(stepval, mask);
            if (unlikely(!digit)) goto done;
            idigit = PyLong_AsLong(digit);
            Py_DECREF(digit);
            if (unlikely(idigit < 0)) goto done;
            val |= ((long) idigit) << bits;
            tmp = PyNumber_Rshift(stepval, shift);
            if (unlikely(!tmp)) goto done;
            Py_DECREF(stepval); stepval = tmp;
        }
        Py_DECREF(shift); shift = NULL;
        Py_DECREF(mask); mask = NULL;
        {
            long idigit = PyLong_AsLong(stepval);
            if (unlikely(idigit < 0)) goto done;
            remaining_bits = ((int) sizeof(long) * 8) - bits - (is_unsigned ? 0 : 1);
            if (unlikely(idigit >= (1L << remaining_bits)))
                goto raise_overflow;
            val |= ((long) idigit) << bits;
        }
        if (!is_unsigned) {
            if (unlikely(val & (((long) 1) << (sizeof(long) * 8 - 1))))
                goto raise_overflow;
            if (is_negative)
                val = ~val;
        }
        ret = 0;
    done:
        Py_XDECREF(shift);
        Py_XDECREF(mask);
        Py_XDECREF(stepval);
#endif
        if (unlikely(ret))
            return (long) -1;
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

/* CIntFromPy */
static CYTHON_INLINE int __Pyx_PyLong_As_int(PyObject *x) {
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef __Pyx_HAS_GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (unlikely(!PyLong_Check(x))) {
        int val;
        PyObject *tmp = __Pyx_PyNumber_Long(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyLong_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
    if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
        if (unlikely(__Pyx_PyLong_IsNeg(x))) {
            goto raise_neg_overflow;
        } else if (__Pyx_PyLong_IsCompact(x)) {
            __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x))
        } else {
            const digit* digits = __Pyx_PyLong_Digits(x);
            assert(__Pyx_PyLong_DigitCount(x) > 1);
            switch (__Pyx_PyLong_DigitCount(x)) {
                case 2:
                    if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) >= 2 * PyLong_SHIFT)) {
                            return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) >= 3 * PyLong_SHIFT)) {
                            return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) >= 4 * PyLong_SHIFT)) {
                            return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
            }
        }
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7
        if (unlikely(Py_SIZE(x) < 0)) {
            goto raise_neg_overflow;
        }
#else
        {
            int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
            if (unlikely(result < 0))
                return (int) -1;
            if (unlikely(result == 1))
                goto raise_neg_overflow;
        }
#endif
        if ((sizeof(int) <= sizeof(unsigned long))) {
            __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
        } else if ((sizeof(int) <= sizeof(unsigned PY_LONG_LONG))) {
            __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
        }
    } else {
#if CYTHON_USE_PYLONG_INTERNALS
        if (__Pyx_PyLong_IsCompact(x)) {
            __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x))
        } else {
            const digit* digits = __Pyx_PyLong_Digits(x);
            assert(__Pyx_PyLong_DigitCount(x) > 1);
            switch (__Pyx_PyLong_SignedDigitCount(x)) {
                case -2:
                    if ((8 * sizeof(int) - 1 > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
                            return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
                            return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
                            return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
                            return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
                            return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) {
                        if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) {
                            return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
            }
        }
#endif
        if ((sizeof(int) <= sizeof(long))) {
            __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
        } else if ((sizeof(int) <= sizeof(PY_LONG_LONG))) {
            __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
        }
    }
    {
        int val;
        int ret = -1;
#if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API
        Py_ssize_t bytes_copied = PyLong_AsNativeBytes(
            x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0));
        if (unlikely(bytes_copied == -1)) {
        } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) {
            goto raise_overflow;
        } else {
            ret = 0;
        }
#elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray)
        int one = 1; int is_little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&val;
        ret = _PyLong_AsByteArray((PyLongObject *)x,
                                    bytes, sizeof(val),
                                    is_little, !is_unsigned);
#else
        PyObject *v;
        PyObject *stepval = NULL, *mask = NULL, *shift = NULL;
        int bits, remaining_bits, is_negative = 0;
        int chunk_size = (sizeof(long) < 8) ? 30 : 62;
        if (likely(PyLong_CheckExact(x))) {
            v = __Pyx_NewRef(x);
        } else {
            v = PyNumber_Long(x);
            if (unlikely(!v)) return (int) -1;
            assert(PyLong_CheckExact(v));
        }
        {
            int result = PyObject_RichCompareBool(v, Py_False, Py_LT);
            if (unlikely(result < 0)) {
                Py_DECREF(v);
                return (int) -1;
            }
            is_negative = result == 1;
        }
        if (is_unsigned && unlikely(is_negative)) {
            Py_DECREF(v);
            goto raise_neg_overflow;
        } else if (is_negative) {
            stepval = PyNumber_Invert(v);
            Py_DECREF(v);
            if (unlikely(!stepval))
                return (int) -1;
        } else {
            stepval = v;
        }
        v = NULL;
        val = (int) 0;
        mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done;
        shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done;
        for (bits = 0; bits < (int) sizeof(int) * 8 - chunk_size; bits += chunk_size) {
            PyObject *tmp, *digit;
            long idigit;
            digit = PyNumber_And(stepval, mask);
            if (unlikely(!digit)) goto done;
            idigit = PyLong_AsLong(digit);
            Py_DECREF(digit);
            if (unlikely(idigit < 0)) goto done;
            val |= ((int) idigit) << bits;
            tmp = PyNumber_Rshift(stepval, shift);
            if (unlikely(!tmp)) goto done;
            Py_DECREF(stepval); stepval = tmp;
        }
        Py_DECREF(shift); shift = NULL;
        Py_DECREF(mask); mask = NULL;
        {
            long idigit = PyLong_AsLong(stepval);
            if (unlikely(idigit < 0)) goto done;
            remaining_bits = ((int) sizeof(int) * 8) - bits - (is_unsigned ? 0 : 1);
            if (unlikely(idigit >= (1L << remaining_bits)))
                goto raise_overflow;
            val |= ((int) idigit) << bits;
        }
        if (!is_unsigned) {
            if (unlikely(val & (((int) 1) << (sizeof(int) * 8 - 1))))
                goto raise_overflow;
            if (is_negative)
                val = ~val;
        }
        ret = 0;
    done:
        Py_XDECREF(shift);
        Py_XDECREF(mask);
        Py_XDECREF(stepval);
#endif
        if (unlikely(ret))
            return (int) -1;
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

/* FastTypeChecks */
#if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*);
        if (a == b)
            return 1;
    }
    return b == &PyBaseObject_Type;
}
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (a == b) return 1;
    mro = a->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(a, b);
}
static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (cls == a || cls == b) return 1;
    mro = cls->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            PyObject *base = PyTuple_GET_ITEM(mro, i);
            if (base == (PyObject *)a || base == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b);
}
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    if (exc_type1) {
        return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2);
    } else {
        return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
}
static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    assert(PyExceptionClass_Check(exc_type));
    n = PyTuple_GET_SIZE(tuple);
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
    for (i=0; i<n; i++) {
        PyObject *t = PyTuple_GET_ITEM(tuple, i);
        if (likely(PyExceptionClass_Check(t))) {
            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
        } else {
        }
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
    if (likely(err == exc_type)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        if (likely(PyExceptionClass_Check(exc_type))) {
            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
        } else if (likely(PyTuple_Check(exc_type))) {
            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
        } else {
        }
    }
    return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
    assert(PyExceptionClass_Check(exc_type1));
    assert(PyExceptionClass_Check(exc_type2));
    if (likely(err == exc_type1 || err == exc_type2)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
    }
    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
}
#endif

/* GetRuntimeVersion */
#if __PYX_LIMITED_VERSION_HEX < 0x030b0000
void __Pyx_init_runtime_version(void) {
    if (__Pyx_cached_runtime_version == 0) {
        const char* rt_version = Py_GetVersion();
        unsigned long version = 0;
        unsigned long factor = 0x01000000UL;
        unsigned int digit = 0;
        int i = 0;
        while (factor) {
            while ('0' <= rt_version[i] && rt_version[i] <= '9') {
                digit = digit * 10 + (unsigned int) (rt_version[i] - '0');
                ++i;
            }
            version += factor * digit;
            if (rt_version[i] != '.')
                break;
            digit = 0;
            factor >>= 8;
            ++i;
        }
        __Pyx_cached_runtime_version = version;
    }
}
#endif
static unsigned long __Pyx_get_runtime_version(void) {
#if __PYX_LIMITED_VERSION_HEX >= 0x030b0000
    return Py_Version & ~0xFFUL;
#else
    return __Pyx_cached_runtime_version;
#endif
}

/* CheckBinaryVersion */
static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer) {
    const unsigned long MAJOR_MINOR = 0xFFFF0000UL;
    if ((rt_version & MAJOR_MINOR) == (ct_version & MAJOR_MINOR))
        return 0;
    if (likely(allow_newer && (rt_version & MAJOR_MINOR) > (ct_version & MAJOR_MINOR)))
        return 1;
    {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compile time Python version %d.%d "
                      "of module '%.100s' "
                      "%s "
                      "runtime version %d.%d",
                       (int) (ct_version >> 24), (int) ((ct_version >> 16) & 0xFF),
                       __Pyx_MODULE_NAME,
                       (allow_newer) ? "was newer than" : "does not match",
                       (int) (rt_version >> 24), (int) ((rt_version >> 16) & 0xFF)
       );
        return PyErr_WarnEx(NULL, message, 1);
    }
}

/* NewCodeObj */
#if CYTHON_COMPILING_IN_LIMITED_API
    static PyObject* __Pyx__PyCode_New(int a, int p, int k, int l, int s, int f,
                                       PyObject *code, PyObject *c, PyObject* n, PyObject *v,
                                       PyObject *fv, PyObject *cell, PyObject* fn,
                                       PyObject *name, int fline, PyObject *lnos) {
        PyObject *exception_table = NULL;
        PyObject *types_module=NULL, *code_type=NULL, *result=NULL;
        #if __PYX_LIMITED_VERSION_HEX < 0x030b0000
        PyObject *version_info;
        PyObject *py_minor_version = NULL;
        #endif
        long minor_version = 0;
        PyObject *type, *value, *traceback;
        PyErr_Fetch(&type, &value, &traceback);
        #if __PYX_LIMITED_VERSION_HEX >= 0x030b0000
        minor_version = 11;
        #else
        if (!(version_info = PySys_GetObject("version_info"))) goto end;
        if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end;
        minor_version = PyLong_AsLong(py_minor_version);
        Py_DECREF(py_minor_version);
        if (minor_version == -1 && PyErr_Occurred()) goto end;
        #endif
        if (!(types_module = PyImport_ImportModule("types"))) goto end;
        if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end;
        if (minor_version <= 7) {
            (void)p;
            result = PyObject_CallFunction(code_type, "iiiiiOOOOOOiOOO", a, k, l, s, f, code,
                          c, n, v, fn, name, fline, lnos, fv, cell);
        } else if (minor_version <= 10) {
            result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOiOOO", a,p, k, l, s, f, code,
                          c, n, v, fn, name, fline, lnos, fv, cell);
        } else {
            if (!(exception_table = PyBytes_FromStringAndSize(NULL, 0))) goto end;
            result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOOiOOOO", a,p, k, l, s, f, code,
                          c, n, v, fn, name, name, fline, lnos, exception_table, fv, cell);
        }
    end:
        Py_XDECREF(code_type);
        Py_XDECREF(exception_table);
        Py_XDECREF(types_module);
        if (type) {
            PyErr_Restore(type, value, traceback);
        }
        return result;
    }
#elif PY_VERSION_HEX >= 0x030B0000
  static PyCodeObject* __Pyx__PyCode_New(int a, int p, int k, int l, int s, int f,
                                         PyObject *code, PyObject *c, PyObject* n, PyObject *v,
                                         PyObject *fv, PyObject *cell, PyObject* fn,
                                         PyObject *name, int fline, PyObject *lnos) {
    PyCodeObject *result;
    result =
      #if PY_VERSION_HEX >= 0x030C0000
        PyUnstable_Code_NewWithPosOnlyArgs
      #else
        PyCode_NewWithPosOnlyArgs
      #endif
        (a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, name, fline, lnos, __pyx_mstate_global->__pyx_empty_bytes);
    #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030c00A1
    if (likely(result))
        result->_co_firsttraceable = 0;
    #endif
    return result;
  }
#elif !CYTHON_COMPILING_IN_PYPY
  #define __Pyx__PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#else
  #define __Pyx__PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#endif
static PyObject* __Pyx_PyCode_New(
        const __Pyx_PyCode_New_function_description descr,
        PyObject * const *varnames,
        PyObject *filename,
        PyObject *funcname,
        PyObject *line_table,
        PyObject *tuple_dedup_map
) {
    PyObject *code_obj = NULL, *varnames_tuple_dedup = NULL, *code_bytes = NULL;
    Py_ssize_t var_count = (Py_ssize_t) descr.nlocals;
    PyObject *varnames_tuple = PyTuple_New(var_count);
    if (unlikely(!varnames_tuple)) return NULL;
    for (Py_ssize_t i=0; i < var_count; i++) {
        Py_INCREF(varnames[i]);
        if (__Pyx_PyTuple_SET_ITEM(varnames_tuple, i, varnames[i]) != (0)) goto done;
    }
    #if CYTHON_COMPILING_IN_LIMITED_API
    varnames_tuple_dedup = PyDict_GetItem(tuple_dedup_map, varnames_tuple);
    if (!varnames_tuple_dedup) {
        if (unlikely(PyDict_SetItem(tuple_dedup_map, varnames_tuple, varnames_tuple) < 0)) goto done;
        varnames_tuple_dedup = varnames_tuple;
    }
    #else
    varnames_tuple_dedup = PyDict_SetDefault(tuple_dedup_map, varnames_tuple, varnames_tuple);
    if (unlikely(!varnames_tuple_dedup)) goto done;
    #endif
    #if CYTHON_AVOID_BORROWED_REFS
    Py_INCREF(varnames_tuple_dedup);
    #endif
    if (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table != NULL && !CYTHON_COMPILING_IN_GRAAL) {
        Py_ssize_t line_table_length = __Pyx_PyBytes_GET_SIZE(line_table);
        #if !CYTHON_ASSUME_SAFE_SIZE
        if (unlikely(line_table_length == -1)) goto done;
        #endif
        Py_ssize_t code_len = (line_table_length * 2 + 4) & ~3LL;
        code_bytes = PyBytes_FromStringAndSize(NULL, code_len);
        if (unlikely(!code_bytes)) goto done;
        char* c_code_bytes = PyBytes_AsString(code_bytes);
        if (unlikely(!c_code_bytes)) goto done;
        memset(c_code_bytes, 0, (size_t) code_len);
    }
    code_obj = (PyObject*) __Pyx__PyCode_New(
        (int) descr.argcount,
        (int) descr.num_posonly_args,
        (int) descr.num_kwonly_args,
        (int) descr.nlocals,
        0,
        (int) descr.flags,
        code_bytes ? code_bytes : __pyx_mstate_global->__pyx_empty_bytes,
        __pyx_mstate_global->__pyx_empty_tuple,
        __pyx_mstate_global->__pyx_empty_tuple,
        varnames_tuple_dedup,
        __pyx_mstate_global->__pyx_empty_tuple,
        __pyx_mstate_global->__pyx_empty_tuple,
        filename,
        funcname,
        (int) descr.first_line,
        (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table) ? line_table : __pyx_mstate_global->__pyx_empty_bytes
    );
done:
    Py_XDECREF(code_bytes);
    #if CYTHON_AVOID_BORROWED_REFS
    Py_XDECREF(varnames_tuple_dedup);
    #endif
    Py_DECREF(varnames_tuple);
    return code_obj;
}

/* DecompressString */
static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo) {
    PyObject *module = NULL, *decompress, *compressed_bytes, *decompressed;
    const char* module_name = algo == 3 ? "compression.zstd" : algo == 2 ? "bz2" : "zlib";
    PyObject *methodname = PyUnicode_FromString("decompress");
    if (unlikely(!methodname)) return NULL;
    #if __PYX_LIMITED_VERSION_HEX >= 0x030e0000
    if (algo == 3) {
        PyObject *fromlist = Py_BuildValue("[O]", methodname);
        if (unlikely(!fromlist)) goto bad;
        module = PyImport_ImportModuleLevel("compression.zstd", NULL, NULL, fromlist, 0);
        Py_DECREF(fromlist);
    } else
    #endif
        module = PyImport_ImportModule(module_name);
    if (unlikely(!module)) goto import_failed;
    decompress = PyObject_GetAttr(module, methodname);
    if (unlikely(!decompress)) goto import_failed;
    {
        #ifdef __cplusplus
            char *memview_bytes = const_cast<char*>(s);
        #else
            #if defined(__clang__)
              #pragma clang diagnostic push
              #pragma clang diagnostic ignored "-Wcast-qual"
            #elif !defined(__INTEL_COMPILER) && defined(__GNUC__)
              #pragma GCC diagnostic push
              #pragma GCC diagnostic ignored "-Wcast-qual"
            #endif
            char *memview_bytes = (char*) s;
            #if defined(__clang__)
              #pragma clang diagnostic pop
            #elif !defined(__INTEL_COMPILER) && defined(__GNUC__)
              #pragma GCC diagnostic pop
            #endif
        #endif
        #if CYTHON_COMPILING_IN_LIMITED_API && !defined(PyBUF_READ)
        int memview_flags = 0x100;
        #else
        int memview_flags = PyBUF_READ;
        #endif
        compressed_bytes = PyMemoryView_FromMemory(memview_bytes, length, memview_flags);
    }
    if (unlikely(!compressed_bytes)) {
        Py_DECREF(decompress);
        goto bad;
    }
    decompressed = PyObject_CallFunctionObjArgs(decompress, compressed_bytes, NULL);
    Py_DECREF(compressed_bytes);
    Py_DECREF(decompress);
    Py_DECREF(module);
    Py_DECREF(methodname);
    return decompressed;
import_failed:
    PyErr_Format(PyExc_ImportError,
        "Failed to import '%.20s.decompress' - cannot initialise module strings. "
        "String compression was configured with the C macro 'CYTHON_COMPRESS_STRINGS=%d'.",
        module_name, algo);
bad:
    Py_XDECREF(module);
    Py_DECREF(methodname);
    return NULL;
}

#include <string.h>
static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) {
    size_t len = strlen(s);
    if (unlikely(len > (size_t) PY_SSIZE_T_MAX)) {
        PyErr_SetString(PyExc_OverflowError, "byte string is too long");
        return -1;
    }
    return (Py_ssize_t) len;
}
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return __Pyx_PyUnicode_FromStringAndSize(c_str, len);
}
static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char* c_str) {
    Py_ssize_t len = __Pyx_ssize_strlen(c_str);
    if (unlikely(len < 0)) return NULL;
    return PyByteArray_FromStringAndSize(c_str, len);
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_UTF8
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if CYTHON_COMPILING_IN_LIMITED_API
    {
        const char* result;
        Py_ssize_t unicode_length;
        CYTHON_MAYBE_UNUSED_VAR(unicode_length); // only for __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        #if __PYX_LIMITED_VERSION_HEX < 0x030A0000
        if (unlikely(PyArg_Parse(o, "s#", &result, length) < 0)) return NULL;
        #else
        result = PyUnicode_AsUTF8AndSize(o, length);
        #endif
        #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        unicode_length = PyUnicode_GetLength(o);
        if (unlikely(unicode_length < 0)) return NULL;
        if (unlikely(unicode_length != *length)) {
            PyUnicode_AsASCIIString(o);
            return NULL;
        }
        #endif
        return result;
    }
#else
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(PyUnicode_IS_ASCII(o))) {
        *length = PyUnicode_GET_LENGTH(o);
        return PyUnicode_AsUTF8(o);
    } else {
        PyUnicode_AsASCIIString(o);
        return NULL;
    }
#else
    return PyUnicode_AsUTF8AndSize(o, length);
#endif
#endif
}
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_UTF8
    if (PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
    if (PyByteArray_Check(o)) {
#if (CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS) || (CYTHON_COMPILING_IN_PYPY && (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)))
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
#else
        *length = PyByteArray_Size(o);
        if (*length == -1) return NULL;
        return PyByteArray_AsString(o);
#endif
    } else
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
    int retval;
    if (unlikely(!x)) return -1;
    retval = __Pyx_PyObject_IsTrue(x);
    Py_DECREF(x);
    return retval;
}
static PyObject* __Pyx_PyNumber_LongWrongResultType(PyObject* result) {
    __Pyx_TypeName result_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(result));
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ").  "
                "The ability to return an instance of a strict subclass of int is deprecated, "
                "and may be removed in a future version of Python.",
                result_type_name)) {
            __Pyx_DECREF_TypeName(result_type_name);
            Py_DECREF(result);
            return NULL;
        }
        __Pyx_DECREF_TypeName(result_type_name);
        return result;
    }
    PyErr_Format(PyExc_TypeError,
                 "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ")",
                 result_type_name);
    __Pyx_DECREF_TypeName(result_type_name);
    Py_DECREF(result);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Long(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  PyObject *res = NULL;
  if (likely(PyLong_Check(x)))
      return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
  m = Py_TYPE(x)->tp_as_number;
  if (likely(m && m->nb_int)) {
      res = m->nb_int(x);
  }
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
      res = PyNumber_Long(x);
  }
#endif
  if (likely(res)) {
      if (unlikely(!PyLong_CheckExact(res))) {
          return __Pyx_PyNumber_LongWrongResultType(res);
      }
  }
  else if (!PyErr_Occurred()) {
      PyErr_SetString(PyExc_TypeError,
                      "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(__Pyx_PyLong_IsCompact(b))) {
        return __Pyx_PyLong_CompactValue(b);
    } else {
      const digit* digits = __Pyx_PyLong_Digits(b);
      const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(b);
      switch (size) {
         case 2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
      }
    }
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyLong_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
    return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o);
  } else {
    Py_ssize_t ival;
    PyObject *x;
    x = PyNumber_Index(o);
    if (!x) return -1;
    ival = PyLong_AsLong(x);
    Py_DECREF(x);
    return ival;
  }
}
static CYTHON_INLINE PyObject *__Pyx_Owned_Py_None(int b) {
    CYTHON_UNUSED_VAR(b);
    return __Pyx_NewRef(Py_None);
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
  return __Pyx_NewRef(b ? Py_True: Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyLong_FromSize_t(size_t ival) {
    return PyLong_FromSize_t(ival);
}


/* MultiPhaseInitModuleState */
#if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE
#ifndef CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
#if (CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX >= 0x030C0000)
  #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 1
#else
  #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 0
#endif
#endif
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE && !CYTHON_ATOMICS
#error "Module state with PEP489 requires atomics. Currently that's one of\
 C11, C++11, gcc atomic intrinsics or MSVC atomic intrinsics"
#endif
#if !CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
#define __Pyx_ModuleStateLookup_Lock()
#define __Pyx_ModuleStateLookup_Unlock()
#elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000
static PyMutex __Pyx_ModuleStateLookup_mutex = {0};
#define __Pyx_ModuleStateLookup_Lock() PyMutex_Lock(&__Pyx_ModuleStateLookup_mutex)
#define __Pyx_ModuleStateLookup_Unlock() PyMutex_Unlock(&__Pyx_ModuleStateLookup_mutex)
#elif defined(__cplusplus) && __cplusplus >= 201103L
#include <mutex>
static std::mutex __Pyx_ModuleStateLookup_mutex;
#define __Pyx_ModuleStateLookup_Lock() __Pyx_ModuleStateLookup_mutex.lock()
#define __Pyx_ModuleStateLookup_Unlock() __Pyx_ModuleStateLookup_mutex.unlock()
#elif defined(__STDC_VERSION__) && (__STDC_VERSION__ > 201112L) && !defined(__STDC_NO_THREADS__)
#include <threads.h>
static mtx_t __Pyx_ModuleStateLookup_mutex;
static once_flag __Pyx_ModuleStateLookup_mutex_once_flag = ONCE_FLAG_INIT;
static void __Pyx_ModuleStateLookup_initialize_mutex(void) {
    mtx_init(&__Pyx_ModuleStateLookup_mutex, mtx_plain);
}
#define __Pyx_ModuleStateLookup_Lock()\
  call_once(&__Pyx_ModuleStateLookup_mutex_once_flag, __Pyx_ModuleStateLookup_initialize_mutex);\
  mtx_lock(&__Pyx_ModuleStateLookup_mutex)
#define __Pyx_ModuleStateLookup_Unlock() mtx_unlock(&__Pyx_ModuleStateLookup_mutex)
#elif defined(HAVE_PTHREAD_H)
#include <pthread.h>
static pthread_mutex_t __Pyx_ModuleStateLookup_mutex = PTHREAD_MUTEX_INITIALIZER;
#define __Pyx_ModuleStateLookup_Lock() pthread_mutex_lock(&__Pyx_ModuleStateLookup_mutex)
#define __Pyx_ModuleStateLookup_Unlock() pthread_mutex_unlock(&__Pyx_ModuleStateLookup_mutex)
#elif defined(_WIN32)
#include <Windows.h>  // synchapi.h on its own doesn't work
static SRWLOCK __Pyx_ModuleStateLookup_mutex = SRWLOCK_INIT;
#define __Pyx_ModuleStateLookup_Lock() AcquireSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex)
#define __Pyx_ModuleStateLookup_Unlock() ReleaseSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex)
#else
#error "No suitable lock available for CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE.\
 Requires C standard >= C11, or C++ standard >= C++11,\
 or pthreads, or the Windows 32 API, or Python >= 3.13."
#endif
typedef struct {
    int64_t id;
    PyObject *module;
} __Pyx_InterpreterIdAndModule;
typedef struct {
    char interpreter_id_as_index;
    Py_ssize_t count;
    Py_ssize_t allocated;
    __Pyx_InterpreterIdAndModule table[1];
} __Pyx_ModuleStateLookupData;
#define __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE 32
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
static __pyx_atomic_int_type __Pyx_ModuleStateLookup_read_counter = 0;
#endif
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
static __pyx_atomic_ptr_type __Pyx_ModuleStateLookup_data = 0;
#else
static __Pyx_ModuleStateLookupData* __Pyx_ModuleStateLookup_data = NULL;
#endif
static __Pyx_InterpreterIdAndModule* __Pyx_State_FindModuleStateLookupTableLowerBound(
        __Pyx_InterpreterIdAndModule* table,
        Py_ssize_t count,
        int64_t interpreterId) {
    __Pyx_InterpreterIdAndModule* begin = table;
    __Pyx_InterpreterIdAndModule* end = begin + count;
    if (begin->id == interpreterId) {
        return begin;
    }
    while ((end - begin) > __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) {
        __Pyx_InterpreterIdAndModule* halfway = begin + (end - begin)/2;
        if (halfway->id == interpreterId) {
            return halfway;
        }
        if (halfway->id < interpreterId) {
            begin = halfway;
        } else {
            end = halfway;
        }
    }
    for (; begin < end; ++begin) {
        if (begin->id >= interpreterId) return begin;
    }
    return begin;
}
static PyObject *__Pyx_State_FindModule(CYTHON_UNUSED void* dummy) {
    int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get());
    if (interpreter_id == -1) return NULL;
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
    __Pyx_ModuleStateLookupData* data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data);
    {
        __pyx_atomic_incr_acq_rel(&__Pyx_ModuleStateLookup_read_counter);
        if (likely(data)) {
            __Pyx_ModuleStateLookupData* new_data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_acquire(&__Pyx_ModuleStateLookup_data);
            if (likely(data == new_data)) {
                goto read_finished;
            }
        }
        __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter);
        __Pyx_ModuleStateLookup_Lock();
        __pyx_atomic_incr_relaxed(&__Pyx_ModuleStateLookup_read_counter);
        data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data);
        __Pyx_ModuleStateLookup_Unlock();
    }
  read_finished:;
#else
    __Pyx_ModuleStateLookupData* data = __Pyx_ModuleStateLookup_data;
#endif
    __Pyx_InterpreterIdAndModule* found = NULL;
    if (unlikely(!data)) goto end;
    if (data->interpreter_id_as_index) {
        if (interpreter_id < data->count) {
            found = data->table+interpreter_id;
        }
    } else {
        found = __Pyx_State_FindModuleStateLookupTableLowerBound(
            data->table, data->count, interpreter_id);
    }
  end:
    {
        PyObject *result=NULL;
        if (found && found->id == interpreter_id) {
            result = found->module;
        }
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
        __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter);
#endif
        return result;
    }
}
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
static void __Pyx_ModuleStateLookup_wait_until_no_readers(void) {
    while (__pyx_atomic_load(&__Pyx_ModuleStateLookup_read_counter) != 0);
}
#else
#define __Pyx_ModuleStateLookup_wait_until_no_readers()
#endif
static int __Pyx_State_AddModuleInterpIdAsIndex(__Pyx_ModuleStateLookupData **old_data, PyObject* module, int64_t interpreter_id) {
    Py_ssize_t to_allocate = (*old_data)->allocated;
    while (to_allocate <= interpreter_id) {
        if (to_allocate == 0) to_allocate = 1;
        else to_allocate *= 2;
    }
    __Pyx_ModuleStateLookupData *new_data = *old_data;
    if (to_allocate != (*old_data)->allocated) {
         new_data = (__Pyx_ModuleStateLookupData *)realloc(
            *old_data,
            sizeof(__Pyx_ModuleStateLookupData)+(to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule));
        if (!new_data) {
            PyErr_NoMemory();
            return -1;
        }
        for (Py_ssize_t i = new_data->allocated; i < to_allocate; ++i) {
            new_data->table[i].id = i;
            new_data->table[i].module = NULL;
        }
        new_data->allocated = to_allocate;
    }
    new_data->table[interpreter_id].module = module;
    if (new_data->count < interpreter_id+1) {
        new_data->count = interpreter_id+1;
    }
    *old_data = new_data;
    return 0;
}
static void __Pyx_State_ConvertFromInterpIdAsIndex(__Pyx_ModuleStateLookupData *data) {
    __Pyx_InterpreterIdAndModule *read = data->table;
    __Pyx_InterpreterIdAndModule *write = data->table;
    __Pyx_InterpreterIdAndModule *end = read + data->count;
    for (; read<end; ++read) {
        if (read->module) {
            write->id = read->id;
            write->module = read->module;
            ++write;
        }
    }
    data->count = write - data->table;
    for (; write<end; ++write) {
        write->id = 0;
        write->module = NULL;
    }
    data->interpreter_id_as_index = 0;
}
static int __Pyx_State_AddModule(PyObject* module, CYTHON_UNUSED void* dummy) {
    int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get());
    if (interpreter_id == -1) return -1;
    int result = 0;
    __Pyx_ModuleStateLookup_Lock();
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
    __Pyx_ModuleStateLookupData *old_data = (__Pyx_ModuleStateLookupData *)
            __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0);
#else
    __Pyx_ModuleStateLookupData *old_data = __Pyx_ModuleStateLookup_data;
#endif
    __Pyx_ModuleStateLookupData *new_data = old_data;
    if (!new_data) {
        new_data = (__Pyx_ModuleStateLookupData *)calloc(1, sizeof(__Pyx_ModuleStateLookupData));
        if (!new_data) {
            result = -1;
            PyErr_NoMemory();
            goto end;
        }
        new_data->allocated = 1;
        new_data->interpreter_id_as_index = 1;
    }
    __Pyx_ModuleStateLookup_wait_until_no_readers();
    if (new_data->interpreter_id_as_index) {
        if (interpreter_id < __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) {
            result = __Pyx_State_AddModuleInterpIdAsIndex(&new_data, module, interpreter_id);
            goto end;
        }
        __Pyx_State_ConvertFromInterpIdAsIndex(new_data);
    }
    {
        Py_ssize_t insert_at = 0;
        {
            __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound(
                new_data->table, new_data->count, interpreter_id);
            assert(lower_bound);
            insert_at = lower_bound - new_data->table;
            if (unlikely(insert_at < new_data->count && lower_bound->id == interpreter_id)) {
                lower_bound->module = module;
                goto end;  // already in table, nothing more to do
            }
        }
        if (new_data->count+1 >= new_data->allocated) {
            Py_ssize_t to_allocate = (new_data->count+1)*2;
            new_data =
                (__Pyx_ModuleStateLookupData*)realloc(
                    new_data,
                    sizeof(__Pyx_ModuleStateLookupData) +
                    (to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule));
            if (!new_data) {
                result = -1;
                new_data = old_data;
                PyErr_NoMemory();
                goto end;
            }
            new_data->allocated = to_allocate;
        }
        ++new_data->count;
        int64_t last_id = interpreter_id;
        PyObject *last_module = module;
        for (Py_ssize_t i=insert_at; i<new_data->count; ++i) {
            int64_t current_id = new_data->table[i].id;
            new_data->table[i].id = last_id;
            last_id = current_id;
            PyObject *current_module = new_data->table[i].module;
            new_data->table[i].module = last_module;
            last_module = current_module;
        }
    }
  end:
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
    __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, new_data);
#else
    __Pyx_ModuleStateLookup_data = new_data;
#endif
    __Pyx_ModuleStateLookup_Unlock();
    return result;
}
static int __Pyx_State_RemoveModule(CYTHON_UNUSED void* dummy) {
    int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get());
    if (interpreter_id == -1) return -1;
    __Pyx_ModuleStateLookup_Lock();
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
    __Pyx_ModuleStateLookupData *data = (__Pyx_ModuleStateLookupData *)
            __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0);
#else
    __Pyx_ModuleStateLookupData *data = __Pyx_ModuleStateLookup_data;
#endif
    if (data->interpreter_id_as_index) {
        if (interpreter_id < data->count) {
            data->table[interpreter_id].module = NULL;
        }
        goto done;
    }
    {
        __Pyx_ModuleStateLookup_wait_until_no_readers();
        __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound(
            data->table, data->count, interpreter_id);
        if (!lower_bound) goto done;
        if (lower_bound->id != interpreter_id) goto done;
        __Pyx_InterpreterIdAndModule *end = data->table+data->count;
        for (;lower_bound<end-1; ++lower_bound) {
            lower_bound->id = (lower_bound+1)->id;
            lower_bound->module = (lower_bound+1)->module;
        }
    }
    --data->count;
    if (data->count == 0) {
        free(data);
        data = NULL;
    }
  done:
#if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE
    __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, data);
#else
    __Pyx_ModuleStateLookup_data = data;
#endif
    __Pyx_ModuleStateLookup_Unlock();
    return 0;
}
#endif

/* #### Code section: utility_code_pragmas_end ### */
#ifdef _MSC_VER
#pragma warning( pop )
#endif



/* #### Code section: end ### */
#endif /* Py_PYTHON_H */
