/* Generated by Cython 0.28 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "name": "apache_beam.coders.coder_impl", 
        "sources": [
            "apache_beam/coders/coder_impl.py"
        ]
    }, 
    "module_name": "apache_beam.coders.coder_impl"
}
END: Cython Metadata */

#define PY_SSIZE_T_CLEAN
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
    #error Cython requires Python 2.6+ or Python 3.3+.
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#define CYTHON_ABI "0_28"
#define CYTHON_FUTURE_DIVISION 1
#include <stddef.h>
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#ifndef DL_IMPORT
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#ifndef DL_EXPORT
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#define __PYX_COMMA ,
#ifndef HAVE_LONG_LONG
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#ifndef Py_HUGE_VAL
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#ifdef PYPY_VERSION
  #define CYTHON_COMPILING_IN_PYPY 1
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  #define CYTHON_USE_PYLONG_INTERNALS 0
  #undef CYTHON_AVOID_BORROWED_REFS
  #define CYTHON_AVOID_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
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  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
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  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #undef CYTHON_USE_ASYNC_SLOTS
  #define CYTHON_USE_ASYNC_SLOTS 0
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  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
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  #define CYTHON_USE_PYLONG_INTERNALS 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
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  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
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  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
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  #define CYTHON_FAST_PYCALL 0
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  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
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  #if PY_VERSION_HEX < 0x02070000
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#if !defined(CYTHON_FAST_PYCCALL)
#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
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#ifndef CYTHON_RESTRICT
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#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
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#ifndef CYTHON_MAYBE_UNUSED_VAR
#  if defined(__cplusplus)
     template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
#  else
#    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
#  endif
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#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
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#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
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           typedef unsigned char     uint8_t;
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           typedef unsigned __int32  uint32_t;
        #endif
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   #include <stdint.h>
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#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus) && __cplusplus >= 201103L
    #if __has_cpp_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH [[fallthrough]]
    #elif __has_cpp_attribute(clang::fallthrough)
      #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
    #elif __has_cpp_attribute(gnu::fallthrough)
      #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
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  #ifndef CYTHON_FALLTHROUGH
    #if __has_attribute(fallthrough)
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      #define CYTHON_FALLTHROUGH
    #endif
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  #if defined(__clang__ ) && defined(__apple_build_version__)
    #if __apple_build_version__ < 7000000
      #undef  CYTHON_FALLTHROUGH
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
#endif

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

#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
  #define Py_OptimizeFlag 0
#endif
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
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  #define __Pyx_DefaultClassType PyClass_Type
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  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
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  #define __Pyx_DefaultClassType PyType_Type
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#ifndef Py_TPFLAGS_CHECKTYPES
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#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
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#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
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#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
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#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
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     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #define __Pyx_PyCFunctionFast _PyCFunctionFast
  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
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#if CYTHON_FAST_PYCCALL
#define __Pyx_PyFastCFunction_Check(func)\
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#define __Pyx_PyFastCFunction_Check(func) 0
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
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  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
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#if CYTHON_COMPILING_IN_PYSTON
  #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
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#elif PY_VERSION_HEX >= 0x03060000
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#elif PY_VERSION_HEX >= 0x03000000
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#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
#include "pythread.h"
#define Py_tss_NEEDS_INIT 0
typedef int Py_tss_t;
static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
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static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
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static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
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}
static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
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}
static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
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  *key = Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
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static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
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}
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#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
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#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
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#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
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#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
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#define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
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  #define CYTHON_PEP393_ENABLED 0
  #define PyUnicode_1BYTE_KIND  1
  #define PyUnicode_2BYTE_KIND  2
  #define PyUnicode_4BYTE_KIND  4
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
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#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)
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  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
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#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
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  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
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  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
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#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
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  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
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#if CYTHON_ASSUME_SAFE_MACROS
  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
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  #define __Pyx_PySequence_SIZE(seq)  PySequence_Size(seq)
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#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
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#if PY_MAJOR_VERSION >= 3
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#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
  #ifndef PyUnicode_InternFromString
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#if PY_VERSION_HEX < 0x030200A4
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#define __PYX_HAVE__apache_beam__coders__coder_impl
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static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
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#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
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#if PY_MAJOR_VERSION >= 3
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#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
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bad:
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/* 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)
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#endif /* __GNUC__ */
static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }

static PyObject *__pyx_m = NULL;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_cython_runtime;
static PyObject *__pyx_empty_tuple;
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static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;


static const char *__pyx_f[] = {
  "apache_beam/coders/coder_impl.py",
  "stringsource",
  "type.pxd",
  "apache_beam/coders/stream.pxd",
  "apache_beam/utils/windowed_value.pxd",
};

/*--- Type declarations ---*/
struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream;
struct __pyx_obj_11apache_beam_6coders_6stream_ByteCountingOutputStream;
struct __pyx_obj_11apache_beam_6coders_6stream_InputStream;
struct __pyx_obj_11apache_beam_5utils_14windowed_value_WindowedValue;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_IterableCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl;
struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl;
struct __pyx_opt_args_11apache_beam_6coders_6stream_12OutputStream_write;
struct __pyx_opt_args_11apache_beam_6coders_6stream_24ByteCountingOutputStream_write;
struct __pyx_opt_args_11apache_beam_6coders_6stream_11InputStream_read_all;

/* "stream.pxd":26
 *   cdef size_t pos
 * 
 *   cpdef write(self, bytes b, bint nested=*)             # <<<<<<<<<<<<<<
 *   cpdef write_byte(self, unsigned char val)
 *   cpdef write_var_int64(self, libc.stdint.int64_t v)
 */
struct __pyx_opt_args_11apache_beam_6coders_6stream_12OutputStream_write {
  int __pyx_n;
  int nested;
};

/* "stream.pxd":42
 *   cdef size_t count
 * 
 *   cpdef write(self, bytes b, bint nested=*)             # <<<<<<<<<<<<<<
 *   cpdef write_byte(self, unsigned char val)
 *   cpdef write_bigendian_int64(self, libc.stdint.int64_t val)
 */
struct __pyx_opt_args_11apache_beam_6coders_6stream_24ByteCountingOutputStream_write {
  int __pyx_n;
  int nested;
};

/* "stream.pxd":64
 *   cpdef libc.stdint.int32_t read_bigendian_int32(self) except? -1
 *   cpdef double read_bigendian_double(self) except? -1
 *   cpdef bytes read_all(self, bint nested=*)             # <<<<<<<<<<<<<<
 * 
 * cpdef libc.stdint.int64_t get_varint_size(libc.stdint.int64_t value)
 */
struct __pyx_opt_args_11apache_beam_6coders_6stream_11InputStream_read_all {
  int __pyx_n;
  int nested;
};
struct __pyx_opt_args_11apache_beam_5utils_14windowed_value_create;

/* "windowed_value.pxd":35
 * 
 * @cython.locals(wv=WindowedValue)
 * cpdef WindowedValue create(             # <<<<<<<<<<<<<<
 *   object value, int64_t timestamp_micros, object windows, object pane_info=*)
 */
struct __pyx_opt_args_11apache_beam_5utils_14windowed_value_create {
  int __pyx_n;
  PyObject *pane_info;
};
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_get_estimated_size_and_observables;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_get_estimated_size_and_observables;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_get_estimated_size_and_observables;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_get_estimated_size_and_observables;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_get_estimated_size_and_observables;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_get_estimated_size_and_observables;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_estimate_size;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_get_estimated_size_and_observables;
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_estimate_size;

/* "apache_beam/coders/coder_impl.pxd":44
 *   cpdef bytes encode_nested(self, value)
 *   cpdef decode_nested(self, bytes encoded)
 *   cpdef estimate_size(self, value, bint nested=?)             # <<<<<<<<<<<<<<
 *   @cython.locals(varint_size=int, bits=libc.stdint.uint64_t)
 *   @cython.overflowcheck(False)
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.pxd":48
 *   @cython.overflowcheck(False)
 *   cpdef int _get_nested_size(self, int inner_size, bint nested)
 *   cpdef get_estimated_size_and_observables(self, value, bint nested=?)             # <<<<<<<<<<<<<<
 * 
 * 
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_get_estimated_size_and_observables {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.pxd":115
 * 
 *   @cython.locals(c=CoderImpl)
 *   cpdef get_estimated_size_and_observables(self, value, bint nested=?)             # <<<<<<<<<<<<<<
 * 
 * 
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_get_estimated_size_and_observables {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.pxd":147
 * 
 *   @cython.locals(c=CoderImpl)
 *   cpdef get_estimated_size_and_observables(self, value, bint nested=?)             # <<<<<<<<<<<<<<
 * 
 *   @cython.locals(wv=windowed_value.WindowedValue)
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_get_estimated_size_and_observables {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":153
 *     return self.decode_from_stream(create_InputStream(encoded), False)
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     """Estimates the encoded size of the given value, in bytes."""
 *     out = ByteCountingOutputStream()
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":189
 *     return self._decoder(encoded)
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     return self._get_nested_size(self._size_estimator(value), nested)
 * 
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":192
 *     return self._get_nested_size(self._size_estimator(value), nested)
 * 
 *   def get_estimated_size_and_observables(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     # TODO(robertwb): Remove this once all coders are correct.
 *     if isinstance(value, observable.ObservableMixin):
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_get_estimated_size_and_observables {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":236
 *     return self._underlying_coder.decode(encoded)
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     return self._underlying_coder.estimate_size(value, nested)
 * 
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":239
 *     return self._underlying_coder.estimate_size(value, nested)
 * 
 *   def get_estimated_size_and_observables(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     return self._underlying_coder.get_estimated_size_and_observables(
 *         value, nested)
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_get_estimated_size_and_observables {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":278
 *     self.fallback_coder_impl = fallback_coder_impl
 * 
 *   def get_estimated_size_and_observables(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     if isinstance(value, observable.ObservableMixin):
 *       # FastPrimitivesCoderImpl can presumably encode the elements too.
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_get_estimated_size_and_observables {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":385
 *     return in_stream.read_bigendian_double()
 * 
 *   def estimate_size(self, unused_value, nested=False):             # <<<<<<<<<<<<<<
 *     # A double is encoded as 8 bytes, regardless of nesting.
 *     return 8
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":432
 *     return Timestamp(micros=in_stream.read_bigendian_int64())
 * 
 *   def estimate_size(self, unused_value, nested=False):             # <<<<<<<<<<<<<<
 *     # A Timestamp is encoded as a 64-bit integer in 8 bytes, regardless of
 *     # nesting.
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":465
 *     return StreamCoderImpl.decode(self, encoded)
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     # Note that VarInts are encoded the same way regardless of nesting.
 *     return get_varint_size(value)
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":491
 *     return self._value
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":527
 *          for i, c in enumerate(self._coder_impls)])
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     """Estimates the encoded size of the given value, in bytes."""
 *     # TODO(ccy): This ignores sizes of observable components.
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":635
 *     return self._construct_from_sequence(elements)
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     """Estimates the encoded size of the given value, in bytes."""
 *     # TODO(ccy): This ignores element sizes.
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":642
 *     return estimated_size
 * 
 *   def get_estimated_size_and_observables(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     """Returns estimated size of value along with any nested observables."""
 *     estimated_size = 0
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_get_estimated_size_and_observables {
  int __pyx_n;
  int nested;
};

/* "apache_beam/coders/coder_impl.py":747
 *         base.is_first, base.is_last, base.timing, index, nonspeculative_index)
 * 
 *   def estimate_size(self, value, nested=False):             # <<<<<<<<<<<<<<
 *     """Estimates the encoded size of the given value, in bytes."""
 *     size = 1
 */
struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_estimate_size {
  int __pyx_n;
  int nested;
};

/* "stream.pxd":21
 * 
 * 
 * cdef class OutputStream(object):             # <<<<<<<<<<<<<<
 *   cdef char* data
 *   cdef size_t buffer_size
 */
struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream {
  PyObject_HEAD
  struct __pyx_vtabstruct_11apache_beam_6coders_6stream_OutputStream *__pyx_vtab;
  char *data;
  size_t buffer_size;
  size_t pos;
};


/* "stream.pxd":39
 * 
 * 
 * cdef class ByteCountingOutputStream(OutputStream):             # <<<<<<<<<<<<<<
 *   cdef size_t count
 * 
 */
struct __pyx_obj_11apache_beam_6coders_6stream_ByteCountingOutputStream {
  struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream __pyx_base;
  size_t count;
};


/* "stream.pxd":51
 * 
 * 
 * cdef class InputStream(object):             # <<<<<<<<<<<<<<
 *   cdef size_t pos
 *   cdef bytes all
 */
struct __pyx_obj_11apache_beam_6coders_6stream_InputStream {
  PyObject_HEAD
  struct __pyx_vtabstruct_11apache_beam_6coders_6stream_InputStream *__pyx_vtab;
  size_t pos;
  PyObject *all;
  char *allc;
};


/* "windowed_value.pxd":25
 * 
 * @cython.final
 * cdef class WindowedValue(object):             # <<<<<<<<<<<<<<
 *   cdef public object value
 *   cdef public object windows
 */
struct __pyx_obj_11apache_beam_5utils_14windowed_value_WindowedValue {
  PyObject_HEAD
  struct __pyx_vtabstruct_11apache_beam_5utils_14windowed_value_WindowedValue *__pyx_vtab;
  PyObject *value;
  PyObject *windows;
  PyObject *pane_info;
  int64_t timestamp_micros;
  PyObject *timestamp_object;
};


/* "apache_beam/coders/coder_impl.pxd":37
 * 
 * 
 * cdef class CoderImpl(object):             # <<<<<<<<<<<<<<
 *   cpdef encode_to_stream(self, value, OutputStream stream, bint nested)
 *   cpdef decode_from_stream(self, InputStream stream, bint nested)
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl {
  PyObject_HEAD
  struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_vtab;
};


/* "apache_beam/coders/coder_impl.pxd":51
 * 
 * 
 * cdef class SimpleCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   pass
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":55
 * 
 * 
 * cdef class StreamCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   pass
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":59
 * 
 * 
 * cdef class CallbackCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   cdef object _encoder
 *   cdef object _decoder
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
  PyObject *_encoder;
  PyObject *_decoder;
  PyObject *_size_estimator;
};


/* "apache_beam/coders/coder_impl.pxd":65
 * 
 * 
 * cdef class DeterministicFastPrimitivesCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   cdef CoderImpl _underlying_coder
 *   cdef object _step_label
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *_underlying_coder;
  PyObject *_step_label;
};


/* "apache_beam/coders/coder_impl.pxd":75
 * cdef char BYTES_TYPE, UNICODE_TYPE, LIST_TYPE, TUPLE_TYPE, DICT_TYPE, SET_TYPE
 * 
 * cdef class FastPrimitivesCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   cdef CoderImpl fallback_coder_impl
 *   @cython.locals(dict_value=dict)
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *fallback_coder_impl;
};


/* "apache_beam/coders/coder_impl.pxd":81
 * 
 * 
 * cdef class BytesCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   pass
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":85
 * 
 * 
 * cdef class FloatCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   pass
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":89
 * 
 * 
 * cdef class TimestampCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   cdef object timestamp_class
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
  PyObject *timestamp_class;
};


/* "apache_beam/coders/coder_impl.pxd":94
 * 
 * cdef list small_ints
 * cdef class VarIntCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   @cython.locals(ivalue=libc.stdint.int64_t)
 *   cpdef bytes encode(self, value)
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":99
 * 
 * 
 * cdef class SingletonCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   cdef object _value
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
  PyObject *_value;
};


/* "apache_beam/coders/coder_impl.pxd":103
 * 
 * 
 * cdef class AbstractComponentCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   cdef tuple _coder_impls
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
  PyObject *_coder_impls;
};


/* "apache_beam/coders/coder_impl.pxd":118
 * 
 * 
 * cdef class TupleCoderImpl(AbstractComponentCoderImpl):             # <<<<<<<<<<<<<<
 *   pass
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":122
 * 
 * 
 * cdef class SequenceCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   cdef CoderImpl _elem_coder
 *   cpdef _construct_from_sequence(self, values)
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *_elem_coder;
};


/* "apache_beam/coders/coder_impl.pxd":127
 * 
 * 
 * cdef class TupleSequenceCoderImpl(SequenceCoderImpl):             # <<<<<<<<<<<<<<
 *   pass
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":131
 * 
 * 
 * cdef class IterableCoderImpl(SequenceCoderImpl):             # <<<<<<<<<<<<<<
 *   pass
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_IterableCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":135
 * 
 * 
 * cdef class PaneInfoCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   cdef int _choose_encoding(self, value)
 * 
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
};


/* "apache_beam/coders/coder_impl.pxd":139
 * 
 * 
 * cdef class WindowedValueCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
 *   """A coder for windowed values."""
 *   cdef CoderImpl _value_coder
 */
struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl __pyx_base;
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *_value_coder;
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *_timestamp_coder;
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *_windows_coder;
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *_pane_info_coder;
};



/* "stream.pxd":21
 * 
 * 
 * cdef class OutputStream(object):             # <<<<<<<<<<<<<<
 *   cdef char* data
 *   cdef size_t buffer_size
 */

struct __pyx_vtabstruct_11apache_beam_6coders_6stream_OutputStream {
  PyObject *(*write)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_6stream_12OutputStream_write *__pyx_optional_args);
  PyObject *(*write_byte)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, unsigned char, int __pyx_skip_dispatch);
  PyObject *(*write_var_int64)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, int64_t, int __pyx_skip_dispatch);
  PyObject *(*write_bigendian_int64)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, int64_t, int __pyx_skip_dispatch);
  PyObject *(*write_bigendian_uint64)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, uint64_t, int __pyx_skip_dispatch);
  PyObject *(*write_bigendian_int32)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, int32_t, int __pyx_skip_dispatch);
  PyObject *(*write_bigendian_double)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, double, int __pyx_skip_dispatch);
  PyObject *(*get)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, int __pyx_skip_dispatch);
  size_t (*size)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, int __pyx_skip_dispatch);
  PyObject *(*extend)(struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, size_t);
};
static struct __pyx_vtabstruct_11apache_beam_6coders_6stream_OutputStream *__pyx_vtabptr_11apache_beam_6coders_6stream_OutputStream;


/* "stream.pxd":39
 * 
 * 
 * cdef class ByteCountingOutputStream(OutputStream):             # <<<<<<<<<<<<<<
 *   cdef size_t count
 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_6stream_ByteCountingOutputStream {
  struct __pyx_vtabstruct_11apache_beam_6coders_6stream_OutputStream __pyx_base;
  size_t (*get_count)(struct __pyx_obj_11apache_beam_6coders_6stream_ByteCountingOutputStream *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_11apache_beam_6coders_6stream_ByteCountingOutputStream *__pyx_vtabptr_11apache_beam_6coders_6stream_ByteCountingOutputStream;


/* "stream.pxd":51
 * 
 * 
 * cdef class InputStream(object):             # <<<<<<<<<<<<<<
 *   cdef size_t pos
 *   cdef bytes all
 */

struct __pyx_vtabstruct_11apache_beam_6coders_6stream_InputStream {
  Py_ssize_t (*size)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch);
  PyObject *(*read)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, size_t, int __pyx_skip_dispatch);
  long (*read_byte)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch);
  int64_t (*read_var_int64)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch);
  int64_t (*read_bigendian_int64)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch);
  uint64_t (*read_bigendian_uint64)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch);
  int32_t (*read_bigendian_int32)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch);
  double (*read_bigendian_double)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch);
  PyObject *(*read_all)(struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_6stream_11InputStream_read_all *__pyx_optional_args);
};
static struct __pyx_vtabstruct_11apache_beam_6coders_6stream_InputStream *__pyx_vtabptr_11apache_beam_6coders_6stream_InputStream;


/* "windowed_value.pxd":25
 * 
 * @cython.final
 * cdef class WindowedValue(object):             # <<<<<<<<<<<<<<
 *   cdef public object value
 *   cdef public object windows
 */

struct __pyx_vtabstruct_11apache_beam_5utils_14windowed_value_WindowedValue {
  struct __pyx_obj_11apache_beam_5utils_14windowed_value_WindowedValue *(*with_value)(struct __pyx_obj_11apache_beam_5utils_14windowed_value_WindowedValue *, PyObject *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_11apache_beam_5utils_14windowed_value_WindowedValue *__pyx_vtabptr_11apache_beam_5utils_14windowed_value_WindowedValue;


/* "apache_beam/coders/coder_impl.py":68
 * 
 * 
 * class CoderImpl(object):             # <<<<<<<<<<<<<<
 *   """For internal use only; no backwards-compatibility guarantees."""
 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CoderImpl {
  PyObject *(*encode_to_stream)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *, int, int __pyx_skip_dispatch);
  PyObject *(*decode_from_stream)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *, int, int __pyx_skip_dispatch);
  PyObject *(*encode)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*decode)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*encode_nested)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*decode_nested)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*estimate_size)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_estimate_size *__pyx_optional_args);
  int (*_get_nested_size)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, int, int, int __pyx_skip_dispatch);
  PyObject *(*get_estimated_size_and_observables)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_get_estimated_size_and_observables *__pyx_optional_args);
};
static struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_vtabptr_11apache_beam_6coders_10coder_impl_CoderImpl;


/* "apache_beam/coders/coder_impl.py":126
 * 
 * 
 * class SimpleCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   """For internal use only; no backwards-compatibility guarantees.
 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_SimpleCoderImpl {
  struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
};
static struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *__pyx_vtabptr_11apache_beam_6coders_10coder_impl_SimpleCoderImpl;


/* "apache_beam/coders/coder_impl.py":140
 * 
 * 
 * class StreamCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   """For internal use only; no backwards-compatibility guarantees.
 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_StreamCoderImpl {
  struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
};
static struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_vtabptr_11apache_beam_6coders_10coder_impl_StreamCoderImpl;


/* "apache_beam/coders/coder_impl.py":160
 * 
 * 
 * class CallbackCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   """For internal use only; no backwards-compatibility guarantees.
 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CallbackCoderImpl {
  struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
};
static struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_vtabptr_11apache_beam_6coders_10coder_impl_CallbackCoderImpl;


/* "apache_beam/coders/coder_impl.py":201
 * 
 * 
 * class DeterministicFastPrimitivesCoderImpl(CoderImpl):             # <<<<<<<<<<<<<<
 *   """For internal use only; no backwards-compatibility guarantees."""
 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl {
  struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_CoderImpl __pyx_base;
  int (*_check_safe)(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *, PyObject *);
};
static struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_vtabptr_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl;


/* "apache_beam/coders/coder_impl.py":272
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 * 
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struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl {
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/* "apache_beam/coders/coder_impl.py":357
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struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_BytesCoderImpl {
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/* "apache_beam/coders/coder_impl.py":376
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struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_FloatCoderImpl {
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/* "apache_beam/coders/coder_impl.py":423
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/* "apache_beam/coders/coder_impl.py":441
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struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_VarIntCoderImpl {
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/* "apache_beam/coders/coder_impl.py":549
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struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_TupleCoderImpl {
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/* "apache_beam/coders/coder_impl.py":559
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 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_SequenceCoderImpl {
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/* "apache_beam/coders/coder_impl.py":665
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 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl {
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/* "apache_beam/coders/coder_impl.py":674
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 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_IterableCoderImpl {
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/* "apache_beam/coders/coder_impl.py":698
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 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl {
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static struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_vtabptr_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl;


/* "apache_beam/coders/coder_impl.py":759
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 * 
 * class WindowedValueCoderImpl(StreamCoderImpl):             # <<<<<<<<<<<<<<
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 * 
 */

struct __pyx_vtabstruct_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl {
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#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_FloorDivideObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_FloorDivideObjC(op1, op2, intval, inplace)\
    (inplace ? PyNumber_InPlaceFloorDivide(op1, op2) : PyNumber_FloorDivide(op1, op2))
#endif

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

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

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

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

/* UnicodeAsUCS4.proto */
static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject*);

/* object_ord.proto */
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyObject_Ord(c)\
    (likely(PyUnicode_Check(c)) ? (long)__Pyx_PyUnicode_AsPy_UCS4(c) : __Pyx__PyObject_Ord(c))
#else
#define __Pyx_PyObject_Ord(c) __Pyx__PyObject_Ord(c)
#endif
static long __Pyx__PyObject_Ord(PyObject* c);

/* 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

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

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

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

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_EqObjC(op1, op2, intval, inplace)\
    PyObject_RichCompare(op1, op2, Py_EQ)
    #endif

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_LshiftObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_LshiftObjC(op1, op2, intval, inplace)\
    (inplace ? PyNumber_InPlaceLshift(op1, op2) : PyNumber_Lshift(op1, op2))
#endif

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AndObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_AndObjC(op1, op2, intval, inplace)\
    (inplace ? PyNumber_InPlaceAnd(op1, op2) : PyNumber_And(op1, op2))
#endif

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_RshiftObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_RshiftObjC(op1, op2, intval, inplace)\
    (inplace ? PyNumber_InPlaceRshift(op1, op2) : PyNumber_Rshift(op1, op2))
#endif

/* CallNextTpTraverse.proto */
static int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse);

/* CallNextTpClear.proto */
static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_dealloc);

/* PyObject_GenericGetAttrNoDict.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
#endif

/* PyObject_GenericGetAttr.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
#endif

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

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

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

/* Globals.proto */
static PyObject* __Pyx_Globals(void);

/* 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

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

/* CythonFunction.proto */
#define __Pyx_CyFunction_USED 1
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CyFunction_GetClosure(f)\
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#define __Pyx_CyFunction_GetClassObj(f)\
    (((__pyx_CyFunctionObject *) (f))->func_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 {
    PyCFunctionObject func;
#if PY_VERSION_HEX < 0x030500A0
    PyObject *func_weakreflist;
#endif
    PyObject *func_dict;
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
    PyObject *func_classobj;
    void *defaults;
    int defaults_pyobjects;
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
} __pyx_CyFunctionObject;
static PyTypeObject *__pyx_CyFunctionType = 0;
#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, globals, code)\
    __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, globals, code)
static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *self,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
                                                         size_t size,
                                                         int pyobjects);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
                                                            PyObject *tuple);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __pyx_CyFunction_init(void);

/* CalculateMetaclass.proto */
static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases);

/* SetNameInClass.proto */
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
#define __Pyx_SetNameInClass(ns, name, value)\
    (likely(PyDict_CheckExact(ns)) ? _PyDict_SetItem_KnownHash(ns, name, value, ((PyASCIIObject *) name)->hash) : PyObject_SetItem(ns, name, value))
#elif CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_SetNameInClass(ns, name, value)\
    (likely(PyDict_CheckExact(ns)) ? PyDict_SetItem(ns, name, value) : PyObject_SetItem(ns, name, value))
#else
#define __Pyx_SetNameInClass(ns, name, value)  PyObject_SetItem(ns, name, value)
#endif

/* Py3ClassCreate.proto */
static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname,
                                           PyObject *mkw, PyObject *modname, PyObject *doc);
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict,
                                      PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass);

/* CLineInTraceback.proto */
#ifdef CYTHON_CLINE_IN_TRACEBACK
#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
#else
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
#endif

/* CodeObjectCache.proto */
typedef struct {
    PyCodeObject* code_object;
    int code_line;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
};
static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static PyCodeObject *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);

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

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

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int64_t(int64_t value);

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

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value);

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

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

/* CIntFromPy.proto */
static CYTHON_INLINE int64_t __Pyx_PyInt_As_int64_t(PyObject *);

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

/* CIntFromPy.proto */
static CYTHON_INLINE int32_t __Pyx_PyInt_As_int32_t(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *);

/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
#else
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
#endif
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)

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

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

/* PyIdentifierFromString.proto */
#if !defined(__Pyx_PyIdentifier_FromString)
#if PY_MAJOR_VERSION < 3
  #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s)
#else
  #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s)
#endif
#endif

/* ModuleImport.proto */
static PyObject *__Pyx_ImportModule(const char *name);

/* TypeImport.proto */
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict);

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

/* FunctionImport.proto */
static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig);

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

static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_encode_to_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_value, CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_decode_from_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_encode(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_decode(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_encode_nested(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_decode_nested(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static int __pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl__get_nested_size(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, int __pyx_v_inner_size, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_9CoderImpl_get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_9CoderImpl_get_estimated_size_and_observables *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15SimpleCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15SimpleCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_get_estimated_size_and_observables *__pyx_optional_args); /* proto*/
static int __pyx_f_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl__check_safe(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_get_estimated_size_and_observables *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_get_estimated_size_and_observables *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_encode_to_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_decode_from_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_encode(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_decode(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_encode_to_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_decode_from_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_estimate_size(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_unused_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_encode_to_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_decode_from_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_estimate_size(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_unused_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_encode_to_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_decode_from_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_estimate_size(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_encode_to_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_value, CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_encode(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_encoded, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_estimate_size(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl__extract_components(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl__construct_from_components(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_components, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_get_estimated_size_and_observables *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14TupleCoderImpl__extract_components(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_14TupleCoderImpl__construct_from_components(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl *__pyx_v_self, PyObject *__pyx_v_components, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl__construct_from_sequence(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_values, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_get_estimated_size_and_observables *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_22TupleSequenceCoderImpl__construct_from_sequence(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_components, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17IterableCoderImpl__construct_from_sequence(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_IterableCoderImpl *__pyx_v_self, PyObject *__pyx_v_components, int __pyx_skip_dispatch); /* proto*/
static int __pyx_f_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl__choose_encoding(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_decode_from_stream(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, CYTHON_UNUSED int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_estimate_size *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_skip_dispatch, struct __pyx_opt_args_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_get_estimated_size_and_observables *__pyx_optional_args); /* proto*/

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/* Module declarations from 'apache_beam.coders.stream' */
static PyTypeObject *__pyx_ptype_11apache_beam_6coders_6stream_OutputStream = 0;
static PyTypeObject *__pyx_ptype_11apache_beam_6coders_6stream_ByteCountingOutputStream = 0;
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/* Module declarations from 'apache_beam.coders.coder_impl' */
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static PyTypeObject *__pyx_ptype_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl = 0;
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static PyTypeObject *__pyx_ptype_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl = 0;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_loads = 0;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_dumps = 0;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_create_InputStream = 0;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_create_OutputStream = 0;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_ByteCountingOutputStream = 0;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_get_varint_size = 0;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_NoneType = 0;
static char __pyx_v_11apache_beam_6coders_10coder_impl_UNKNOWN_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_NONE_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_INT_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_FLOAT_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_BOOL_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_BYTES_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_UNICODE_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_LIST_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_TUPLE_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_DICT_TYPE;
static char __pyx_v_11apache_beam_6coders_10coder_impl_SET_TYPE;
static PyObject *__pyx_v_11apache_beam_6coders_10coder_impl_small_ints = 0;
static PyObject *__pyx_8genexpr1__pyx_v_11apache_beam_6coders_10coder_impl__;
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_CoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_SimpleCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_StreamCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_CallbackCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_DeterministicFastPrimitivesCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_FastPrimitivesCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_BytesCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_FloatCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_TimestampCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_VarIntCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_SingletonCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_AbstractComponentCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_TupleCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_SequenceCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_TupleSequenceCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_IterableCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_IterableCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_PaneInfoCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *, PyObject *); /*proto*/
static PyObject *__pyx_f_11apache_beam_6coders_10coder_impl___pyx_unpickle_WindowedValueCoderImpl__set_state(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *, PyObject *); /*proto*/
#define __Pyx_MODULE_NAME "apache_beam.coders.coder_impl"
extern int __pyx_module_is_main_apache_beam__coders__coder_impl;
int __pyx_module_is_main_apache_beam__coders__coder_impl = 0;

/* Implementation of 'apache_beam.coders.coder_impl' */
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_enumerate;
static const char __pyx_k_[] = "'";
static const char __pyx_k__3[] = "";
static const char __pyx_k_in[] = "in_";
static const char __pyx_k_chr[] = "chr";
static const char __pyx_k_doc[] = "__doc__";
static const char __pyx_k_end[] = "end";
static const char __pyx_k_get[] = "get";
static const char __pyx_k_len[] = "__len__";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_out[] = "out";
static const char __pyx_k_ret[] = "ret";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_init[] = "__init__";
static const char __pyx_k_long[] = "long";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_name[] = "__name__";
static const char __pyx_k_read[] = "read";
static const char __pyx_k_self[] = "self";
static const char __pyx_k_span[] = "span";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_EARLY[] = "EARLY";
static const char __pyx_k_FIRST[] = "FIRST";
static const char __pyx_k_coder[] = "coder";
static const char __pyx_k_dumps[] = "dumps";
static const char __pyx_k_index[] = "index";
static const char __pyx_k_items[] = "items";
static const char __pyx_k_loads[] = "loads";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_state[] = "state";
static const char __pyx_k_utf_8[] = "utf-8";
static const char __pyx_k_value[] = "value";
static const char __pyx_k_write[] = "write";
static const char __pyx_k_decode[] = "decode";
static const char __pyx_k_dict_2[] = "_dict";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_micros[] = "micros";
static const char __pyx_k_module[] = "__module__";
static const char __pyx_k_nested[] = "nested";
static const char __pyx_k_object[] = "object";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_stream[] = "stream";
static const char __pyx_k_timing[] = "timing";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_values[] = "values";
static const char __pyx_k_UNKNOWN[] = "UNKNOWN";
static const char __pyx_k_decoder[] = "decoder";
static const char __pyx_k_encoded[] = "encoded";
static const char __pyx_k_encoder[] = "encoder";
static const char __pyx_k_is_last[] = "is_last";
static const char __pyx_k_latin_1[] = "latin-1";
static const char __pyx_k_of_type[] = "' of type '";
static const char __pyx_k_prepare[] = "__prepare__";
static const char __pyx_k_unicode[] = "unicode";
static const char __pyx_k_windows[] = "windows";
static const char __pyx_k_INT_TYPE[] = "INT_TYPE";
static const char __pyx_k_NoneType[] = "NoneType";
static const char __pyx_k_PaneInfo[] = "PaneInfo";
static const char __pyx_k_SET_TYPE[] = "SET_TYPE";
static const char __pyx_k_builtins[] = "builtins";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_is_first[] = "is_first";
static const char __pyx_k_pyx_capi[] = "__pyx_capi__";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_qualname[] = "__qualname__";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_BOOL_TYPE[] = "BOOL_TYPE";
static const char __pyx_k_DICT_TYPE[] = "DICT_TYPE";
static const char __pyx_k_LIST_TYPE[] = "LIST_TYPE";
static const char __pyx_k_NONE_TYPE[] = "NONE_TYPE";
static const char __pyx_k_ONE_INDEX[] = "ONE_INDEX";
static const char __pyx_k_Timestamp[] = "Timestamp";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_get_count[] = "get_count";
static const char __pyx_k_in_stream[] = "in_stream";
static const char __pyx_k_metaclass[] = "__metaclass__";
static const char __pyx_k_pane_info[] = "pane_info";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_timestamp[] = "timestamp";
static const char __pyx_k_BYTES_TYPE[] = "BYTES_TYPE";
static const char __pyx_k_FLOAT_TYPE[] = "FLOAT_TYPE";
static const char __pyx_k_TUPLE_TYPE[] = "TUPLE_TYPE";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_components[] = "components";
static const char __pyx_k_elem_coder[] = "elem_coder";
static const char __pyx_k_end_millis[] = "end_millis";
static const char __pyx_k_inner_size[] = "inner_size";
static const char __pyx_k_observable[] = "observable";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_small_ints[] = "small_ints";
static const char __pyx_k_step_label[] = "step_label";
static const char __pyx_k_value_size[] = "value_size";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_InputStream[] = "InputStream";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_TWO_INDICES[] = "TWO_INDICES";
static const char __pyx_k_coder_impls[] = "coder_impls";
static const char __pyx_k_slow_stream[] = "slow_stream";
static const char __pyx_k_span_micros[] = "span_micros";
static const char __pyx_k_value_coder[] = "value_coder";
static const char __pyx_k_OutputStream[] = "OutputStream";
static const char __pyx_k_UNICODE_TYPE[] = "UNICODE_TYPE";
static const char __pyx_k_UNKNOWN_TYPE[] = "UNKNOWN_TYPE";
static const char __pyx_k_encoded_byte[] = "encoded_byte";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_start_millis[] = "start_millis";
static const char __pyx_k_stringsource[] = "stringsource";
static const char __pyx_k_unused_value[] = "unused_value";
static const char __pyx_k_use_setstate[] = "use_setstate";
static const char __pyx_k_value_length[] = "value_length";
static const char __pyx_k_window_coder[] = "window_coder";
static const char __pyx_k_MAX_TIMESTAMP[] = "MAX_TIMESTAMP";
static const char __pyx_k_MIN_TIMESTAMP[] = "MIN_TIMESTAMP";
static const char __pyx_k_decode_nested[] = "decode_nested";
static const char __pyx_k_encode_nested[] = "encode_nested";
static const char __pyx_k_encoded_value[] = "encoded_value";
static const char __pyx_k_estimate_size[] = "estimate_size";
static const char __pyx_k_past_builtins[] = "past.builtins";
static const char __pyx_k_proto_message[] = "proto_message";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_value_coder_2[] = "_value_coder";
static const char __pyx_k_IntervalWindow[] = "IntervalWindow";
static const char __pyx_k_PaneInfoTiming[] = "PaneInfoTiming";
static const char __pyx_k_ProtoCoderImpl[] = "ProtoCoderImpl";
static const char __pyx_k_read_var_int64[] = "read_var_int64";
static const char __pyx_k_size_estimator[] = "size_estimator";
static const char __pyx_k_to_normal_time[] = "_to_normal_time";
static const char __pyx_k_windowed_value[] = "windowed_value";
static const char __pyx_k_ObservableMixin[] = "ObservableMixin";
static const char __pyx_k_ParseFromString[] = "ParseFromString";
static const char __pyx_k_get_nested_size[] = "_get_nested_size";
static const char __pyx_k_get_varint_size[] = "get_varint_size";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_timestamp_coder[] = "timestamp_coder";
static const char __pyx_k_write_var_int64[] = "write_var_int64";
static const char __pyx_k_CoderImpl_decode[] = "CoderImpl.decode";
static const char __pyx_k_CoderImpl_encode[] = "CoderImpl.encode";
static const char __pyx_k_PaneInfoEncoding[] = "PaneInfoEncoding";
static const char __pyx_k_encode_to_stream[] = "encode_to_stream";
static const char __pyx_k_from_normal_time[] = "_from_normal_time";
static const char __pyx_k_BYTE_TO_PANE_INFO[] = "_BYTE_TO_PANE_INFO";
static const char __pyx_k_SerializeToString[] = "SerializeToString";
static const char __pyx_k_apache_beam_utils[] = "apache_beam.utils";
static const char __pyx_k_apache_beam_coders[] = "apache_beam.coders";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_create_InputStream[] = "create_InputStream";
static const char __pyx_k_decode_from_stream[] = "decode_from_stream";
static const char __pyx_k_extract_components[] = "_extract_components";
static const char __pyx_k_proto_message_type[] = "proto_message_type";
static const char __pyx_k_DEFAULT_BUFFER_SIZE[] = "_DEFAULT_BUFFER_SIZE";
static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
static const char __pyx_k_create_OutputStream[] = "create_OutputStream";
static const char __pyx_k_fallback_coder_impl[] = "fallback_coder_impl";
static const char __pyx_k_nonspeculative_index[] = "nonspeculative_index";
static const char __pyx_k_BytesCoderImpl_decode[] = "BytesCoderImpl.decode";
static const char __pyx_k_BytesCoderImpl_encode[] = "BytesCoderImpl.encode";
static const char __pyx_k_LengthPrefixCoderImpl[] = "LengthPrefixCoderImpl";
static const char __pyx_k_ProtoCoderImpl___init[] = "ProtoCoderImpl.__init__";
static const char __pyx_k_ProtoCoderImpl_decode[] = "ProtoCoderImpl.decode";
static const char __pyx_k_ProtoCoderImpl_encode[] = "ProtoCoderImpl.encode";
static const char __pyx_k_read_bigendian_uint64[] = "read_bigendian_uint64";
static const char __pyx_k_StreamCoderImpl_decode[] = "StreamCoderImpl.decode";
static const char __pyx_k_StreamCoderImpl_encode[] = "StreamCoderImpl.encode";
static const char __pyx_k_VarIntCoderImpl_decode[] = "VarIntCoderImpl.decode";
static const char __pyx_k_VarIntCoderImpl_encode[] = "VarIntCoderImpl.encode";
static const char __pyx_k_default_size_estimator[] = "_default_size_estimator";
static const char __pyx_k_pyx_unpickle_CoderImpl[] = "__pyx_unpickle_CoderImpl";
static const char __pyx_k_write_bigendian_uint64[] = "write_bigendian_uint64";
static const char __pyx_k_CoderImpl_decode_nested[] = "CoderImpl.decode_nested";
static const char __pyx_k_CoderImpl_encode_nested[] = "CoderImpl.encode_nested";
static const char __pyx_k_CoderImpl_estimate_size[] = "CoderImpl.estimate_size";
static const char __pyx_k_IntervalWindowCoderImpl[] = "IntervalWindowCoderImpl";
static const char __pyx_k_construct_from_sequence[] = "_construct_from_sequence";
static const char __pyx_k_ByteCountingOutputStream[] = "ByteCountingOutputStream";
static const char __pyx_k_CallbackCoderImpl_decode[] = "CallbackCoderImpl.decode";
static const char __pyx_k_CallbackCoderImpl_encode[] = "CallbackCoderImpl.encode";
static const char __pyx_k_CoderImpl___reduce_cython[] = "CoderImpl.__reduce_cython__";
static const char __pyx_k_SingletonCoderImpl_decode[] = "SingletonCoderImpl.decode";
static const char __pyx_k_SingletonCoderImpl_encode[] = "SingletonCoderImpl.encode";
static const char __pyx_k_construct_from_components[] = "_construct_from_components";
static const char __pyx_k_CoderImpl__get_nested_size[] = "CoderImpl._get_nested_size";
static const char __pyx_k_CoderImpl_encode_to_stream[] = "CoderImpl.encode_to_stream";
static const char __pyx_k_Invalid_PaneInfoEncoding_s[] = "Invalid PaneInfoEncoding: %s";
static const char __pyx_k_CoderImpl___setstate_cython[] = "CoderImpl.__setstate_cython__";
static const char __pyx_k_apache_beam_utils_timestamp[] = "apache_beam.utils.timestamp";
static const char __pyx_k_pyx_unpickle_BytesCoderImpl[] = "__pyx_unpickle_BytesCoderImpl";
static const char __pyx_k_pyx_unpickle_FloatCoderImpl[] = "__pyx_unpickle_FloatCoderImpl";
static const char __pyx_k_pyx_unpickle_TupleCoderImpl[] = "__pyx_unpickle_TupleCoderImpl";
static const char __pyx_k_CoderImpl_decode_from_stream[] = "CoderImpl.decode_from_stream";
static const char __pyx_k_FloatCoderImpl_estimate_size[] = "FloatCoderImpl.estimate_size";
static const char __pyx_k_LengthPrefixCoderImpl___init[] = "LengthPrefixCoderImpl.__init__";
static const char __pyx_k_pyx_unpickle_SimpleCoderImpl[] = "__pyx_unpickle_SimpleCoderImpl";
static const char __pyx_k_pyx_unpickle_StreamCoderImpl[] = "__pyx_unpickle_StreamCoderImpl";
static const char __pyx_k_pyx_unpickle_VarIntCoderImpl[] = "__pyx_unpickle_VarIntCoderImpl";
static const char __pyx_k_StreamCoderImpl_estimate_size[] = "StreamCoderImpl.estimate_size";
static const char __pyx_k_VarIntCoderImpl_estimate_size[] = "VarIntCoderImpl.estimate_size";
static const char __pyx_k_apache_beam_coders_coder_impl[] = "apache_beam.coders.coder_impl";
static const char __pyx_k_apache_beam_transforms_window[] = "apache_beam.transforms.window";
static const char __pyx_k_BytesCoderImpl___reduce_cython[] = "BytesCoderImpl.__reduce_cython__";
static const char __pyx_k_FloatCoderImpl___reduce_cython[] = "FloatCoderImpl.__reduce_cython__";
static const char __pyx_k_TupleCoderImpl___reduce_cython[] = "TupleCoderImpl.__reduce_cython__";
static const char __pyx_k_please_provide_a_type_hint_for[] = "', please provide a type hint for the input of '";
static const char __pyx_k_pyx_unpickle_AbstractComponent[] = "__pyx_unpickle_AbstractComponentCoderImpl";
static const char __pyx_k_pyx_unpickle_CallbackCoderImpl[] = "__pyx_unpickle_CallbackCoderImpl";
static const char __pyx_k_pyx_unpickle_DeterministicFast[] = "__pyx_unpickle_DeterministicFastPrimitivesCoderImpl";
static const char __pyx_k_pyx_unpickle_FastPrimitivesCod[] = "__pyx_unpickle_FastPrimitivesCoderImpl";
static const char __pyx_k_pyx_unpickle_IterableCoderImpl[] = "__pyx_unpickle_IterableCoderImpl";
static const char __pyx_k_pyx_unpickle_PaneInfoCoderImpl[] = "__pyx_unpickle_PaneInfoCoderImpl";
static const char __pyx_k_pyx_unpickle_SequenceCoderImpl[] = "__pyx_unpickle_SequenceCoderImpl";
static const char __pyx_k_pyx_unpickle_SingletonCoderImp[] = "__pyx_unpickle_SingletonCoderImpl";
static const char __pyx_k_pyx_unpickle_TimestampCoderImp[] = "__pyx_unpickle_TimestampCoderImpl";
static const char __pyx_k_pyx_unpickle_TupleSequenceCode[] = "__pyx_unpickle_TupleSequenceCoderImpl";
static const char __pyx_k_pyx_unpickle_WindowedValueCode[] = "__pyx_unpickle_WindowedValueCoderImpl";
static const char __pyx_k_BytesCoderImpl_encode_to_stream[] = "BytesCoderImpl.encode_to_stream";
static const char __pyx_k_CallbackCoderImpl__default_size[] = "CallbackCoderImpl._default_size_estimator";
static const char __pyx_k_CallbackCoderImpl_estimate_size[] = "CallbackCoderImpl.estimate_size";
static const char __pyx_k_CallbackCoderImpl_get_estimated[] = "CallbackCoderImpl.get_estimated_size_and_observables";
static const char __pyx_k_FloatCoderImpl_encode_to_stream[] = "FloatCoderImpl.encode_to_stream";
static const char __pyx_k_LengthPrefixCoderImpl_encode_to[] = "LengthPrefixCoderImpl.encode_to_stream";
static const char __pyx_k_PaneInfoCoderImpl_estimate_size[] = "PaneInfoCoderImpl.estimate_size";
static const char __pyx_k_SequenceCoderImpl_estimate_size[] = "SequenceCoderImpl.estimate_size";
static const char __pyx_k_SequenceCoderImpl_get_estimated[] = "SequenceCoderImpl.get_estimated_size_and_observables";
static const char __pyx_k_SimpleCoderImpl___reduce_cython[] = "SimpleCoderImpl.__reduce_cython__";
static const char __pyx_k_StreamCoderImpl___reduce_cython[] = "StreamCoderImpl.__reduce_cython__";
static const char __pyx_k_TupleSequenceCoderImpl___reduce[] = "TupleSequenceCoderImpl.__reduce_cython__";
static const char __pyx_k_VarIntCoderImpl___reduce_cython[] = "VarIntCoderImpl.__reduce_cython__";
static const char __pyx_k_WindowedValueCoderImpl___reduce[] = "WindowedValueCoderImpl.__reduce_cython__";
static const char __pyx_k_AbstractComponentCoderImpl___red[] = "AbstractComponentCoderImpl.__reduce_cython__";
static const char __pyx_k_AbstractComponentCoderImpl___set[] = "AbstractComponentCoderImpl.__setstate_cython__";
static const char __pyx_k_AbstractComponentCoderImpl__cons[] = "AbstractComponentCoderImpl._construct_from_components";
static const char __pyx_k_AbstractComponentCoderImpl__extr[] = "AbstractComponentCoderImpl._extract_components";
static const char __pyx_k_AbstractComponentCoderImpl_decod[] = "AbstractComponentCoderImpl.decode_from_stream";
static const char __pyx_k_AbstractComponentCoderImpl_encod[] = "AbstractComponentCoderImpl.encode_to_stream";
static const char __pyx_k_AbstractComponentCoderImpl_estim[] = "AbstractComponentCoderImpl.estimate_size";
static const char __pyx_k_AbstractComponentCoderImpl_get_e[] = "AbstractComponentCoderImpl.get_estimated_size_and_observables";
static const char __pyx_k_BytesCoderImpl___setstate_cython[] = "BytesCoderImpl.__setstate_cython__";
static const char __pyx_k_BytesCoderImpl_decode_from_strea[] = "BytesCoderImpl.decode_from_stream";
static const char __pyx_k_CallbackCoderImpl___reduce_cytho[] = "CallbackCoderImpl.__reduce_cython__";
static const char __pyx_k_CallbackCoderImpl___setstate_cyt[] = "CallbackCoderImpl.__setstate_cython__";
static const char __pyx_k_CallbackCoderImpl_decode_from_st[] = "CallbackCoderImpl.decode_from_stream";
static const char __pyx_k_CallbackCoderImpl_encode_to_stre[] = "CallbackCoderImpl.encode_to_stream";
static const char __pyx_k_CoderImpl_get_estimated_size_and[] = "CoderImpl.get_estimated_size_and_observables";
static const char __pyx_k_Coder_implementations_The_actual[] = "Coder implementations.\n\nThe actual encode/decode implementations are split off from coders to\nallow conditional (compiled/pure) implementations, which can be used to\nencode many elements with minimal overhead.\n\nThis module may be optionally compiled with Cython, using the corresponding\ncoder_impl.pxd file for type hints.\n\nPy2/3 porting: Native range is used on both python versions instead of\nfuture.builtins.range to avoid performance regression in Cython compiled code.\n\nFor internal use only; no backwards-compatibility guarantees.\n";
static const char __pyx_k_DeterministicFastPrimitivesCoder[] = "DeterministicFastPrimitivesCoderImpl.encode_to_stream";
static const char __pyx_k_FastPrimitivesCoderImpl___reduce[] = "FastPrimitivesCoderImpl.__reduce_cython__";
static const char __pyx_k_FastPrimitivesCoderImpl___setsta[] = "FastPrimitivesCoderImpl.__setstate_cython__";
static const char __pyx_k_FastPrimitivesCoderImpl_decode_f[] = "FastPrimitivesCoderImpl.decode_from_stream";
static const char __pyx_k_FastPrimitivesCoderImpl_encode_t[] = "FastPrimitivesCoderImpl.encode_to_stream";
static const char __pyx_k_FastPrimitivesCoderImpl_get_esti[] = "FastPrimitivesCoderImpl.get_estimated_size_and_observables";
static const char __pyx_k_FloatCoderImpl___setstate_cython[] = "FloatCoderImpl.__setstate_cython__";
static const char __pyx_k_FloatCoderImpl_decode_from_strea[] = "FloatCoderImpl.decode_from_stream";
static const char __pyx_k_For_internal_use_only_no_backwar[] = "For internal use only; no backwards-compatibility guarantees.";
static const char __pyx_k_Incompatible_checksums_s_vs_0x0f[] = "Incompatible checksums (%s vs 0x0f41539 = (_step_label, _underlying_coder))";
static const char __pyx_k_Incompatible_checksums_s_vs_0x11[] = "Incompatible checksums (%s vs 0x11860ce = (timestamp_class))";
static const char __pyx_k_Incompatible_checksums_s_vs_0x56[] = "Incompatible checksums (%s vs 0x56b63b6 = (_coder_impls))";
static const char __pyx_k_Incompatible_checksums_s_vs_0x6f[] = "Incompatible checksums (%s vs 0x6f54d5a = (_elem_coder))";
static const char __pyx_k_Incompatible_checksums_s_vs_0x77[] = "Incompatible checksums (%s vs 0x777bafb = (fallback_coder_impl))";
static const char __pyx_k_Incompatible_checksums_s_vs_0x7f[] = "Incompatible checksums (%s vs 0x7f7a287 = (_pane_info_coder, _timestamp_coder, _value_coder, _windows_coder))";
static const char __pyx_k_Incompatible_checksums_s_vs_0xd4[] = "Incompatible checksums (%s vs 0xd41d8cd = ())";
static const char __pyx_k_Incompatible_checksums_s_vs_0xd7[] = "Incompatible checksums (%s vs 0xd79bc1f = (_decoder, _encoder, _size_estimator))";
static const char __pyx_k_Incompatible_checksums_s_vs_0xe1[] = "Incompatible checksums (%s vs 0xe106c97 = (_value))";
static const char __pyx_k_IntervalWindowCoderImpl__from_no[] = "IntervalWindowCoderImpl._from_normal_time";
static const char __pyx_k_IntervalWindowCoderImpl__to_norm[] = "IntervalWindowCoderImpl._to_normal_time";
static const char __pyx_k_IntervalWindowCoderImpl_decode_f[] = "IntervalWindowCoderImpl.decode_from_stream";
static const char __pyx_k_IntervalWindowCoderImpl_encode_t[] = "IntervalWindowCoderImpl.encode_to_stream";
static const char __pyx_k_IntervalWindowCoderImpl_estimate[] = "IntervalWindowCoderImpl.estimate_size";
static const char __pyx_k_IterableCoderImpl___reduce_cytho[] = "IterableCoderImpl.__reduce_cython__";
static const char __pyx_k_IterableCoderImpl___setstate_cyt[] = "IterableCoderImpl.__setstate_cython__";
static const char __pyx_k_IterableCoderImpl__construct_fro[] = "IterableCoderImpl._construct_from_sequence";
static const char __pyx_k_LengthPrefixCoderImpl_decode_fro[] = "LengthPrefixCoderImpl.decode_from_stream";
static const char __pyx_k_LengthPrefixCoderImpl_estimate_s[] = "LengthPrefixCoderImpl.estimate_size";
static const char __pyx_k_Number_of_components_does_not_ma[] = "Number of components does not match number of coders.";
static const char __pyx_k_PaneInfoCoderImpl___reduce_cytho[] = "PaneInfoCoderImpl.__reduce_cython__";
static const char __pyx_k_PaneInfoCoderImpl___setstate_cyt[] = "PaneInfoCoderImpl.__setstate_cython__";
static const char __pyx_k_PaneInfoCoderImpl_decode_from_st[] = "PaneInfoCoderImpl.decode_from_stream";
static const char __pyx_k_PaneInfoCoderImpl_encode_to_stre[] = "PaneInfoCoderImpl.encode_to_stream";
static const char __pyx_k_SequenceCoderImpl___reduce_cytho[] = "SequenceCoderImpl.__reduce_cython__";
static const char __pyx_k_SequenceCoderImpl___setstate_cyt[] = "SequenceCoderImpl.__setstate_cython__";
static const char __pyx_k_SequenceCoderImpl__construct_fro[] = "SequenceCoderImpl._construct_from_sequence";
static const char __pyx_k_SequenceCoderImpl_decode_from_st[] = "SequenceCoderImpl.decode_from_stream";
static const char __pyx_k_SequenceCoderImpl_encode_to_stre[] = "SequenceCoderImpl.encode_to_stream";
static const char __pyx_k_SimpleCoderImpl___setstate_cytho[] = "SimpleCoderImpl.__setstate_cython__";
static const char __pyx_k_SimpleCoderImpl_decode_from_stre[] = "SimpleCoderImpl.decode_from_stream";
static const char __pyx_k_SimpleCoderImpl_encode_to_stream[] = "SimpleCoderImpl.encode_to_stream";
static const char __pyx_k_SingletonCoderImpl___reduce_cyth[] = "SingletonCoderImpl.__reduce_cython__";
static const char __pyx_k_SingletonCoderImpl___setstate_cy[] = "SingletonCoderImpl.__setstate_cython__";
static const char __pyx_k_SingletonCoderImpl_decode_from_s[] = "SingletonCoderImpl.decode_from_stream";
static const char __pyx_k_SingletonCoderImpl_encode_to_str[] = "SingletonCoderImpl.encode_to_stream";
static const char __pyx_k_SingletonCoderImpl_estimate_size[] = "SingletonCoderImpl.estimate_size";
static const char __pyx_k_StreamCoderImpl___setstate_cytho[] = "StreamCoderImpl.__setstate_cython__";
static const char __pyx_k_TimestampCoderImpl___reduce_cyth[] = "TimestampCoderImpl.__reduce_cython__";
static const char __pyx_k_TimestampCoderImpl___setstate_cy[] = "TimestampCoderImpl.__setstate_cython__";
static const char __pyx_k_TimestampCoderImpl_decode_from_s[] = "TimestampCoderImpl.decode_from_stream";
static const char __pyx_k_TimestampCoderImpl_encode_to_str[] = "TimestampCoderImpl.encode_to_stream";
static const char __pyx_k_TimestampCoderImpl_estimate_size[] = "TimestampCoderImpl.estimate_size";
static const char __pyx_k_TupleCoderImpl___setstate_cython[] = "TupleCoderImpl.__setstate_cython__";
static const char __pyx_k_TupleCoderImpl__construct_from_c[] = "TupleCoderImpl._construct_from_components";
static const char __pyx_k_TupleCoderImpl__extract_componen[] = "TupleCoderImpl._extract_components";
static const char __pyx_k_TupleSequenceCoderImpl___setstat[] = "TupleSequenceCoderImpl.__setstate_cython__";
static const char __pyx_k_TupleSequenceCoderImpl__construc[] = "TupleSequenceCoderImpl._construct_from_sequence";
static const char __pyx_k_Unable_to_deterministically_code[] = "Unable to deterministically code '";
static const char __pyx_k_VarIntCoderImpl___setstate_cytho[] = "VarIntCoderImpl.__setstate_cython__";
static const char __pyx_k_VarIntCoderImpl_decode_from_stre[] = "VarIntCoderImpl.decode_from_stream";
static const char __pyx_k_VarIntCoderImpl_encode_to_stream[] = "VarIntCoderImpl.encode_to_stream";
static const char __pyx_k_WindowedValueCoderImpl___setstat[] = "WindowedValueCoderImpl.__setstate_cython__";
static const char __pyx_k_WindowedValueCoderImpl__from_nor[] = "WindowedValueCoderImpl._from_normal_time";
static const char __pyx_k_WindowedValueCoderImpl__to_norma[] = "WindowedValueCoderImpl._to_normal_time";
static const char __pyx_k_WindowedValueCoderImpl_decode_fr[] = "WindowedValueCoderImpl.decode_from_stream";
static const char __pyx_k_WindowedValueCoderImpl_encode_to[] = "WindowedValueCoderImpl.encode_to_stream";
static const char __pyx_k_WindowedValueCoderImpl_get_estim[] = "WindowedValueCoderImpl.get_estimated_size_and_observables";
static const char __pyx_k_apache_beam_coders_coder_impl_py[] = "apache_beam/coders/coder_impl.py";
static const char __pyx_k_get_estimated_size_and_observabl[] = "get_estimated_size_and_observables";
static const char __pyx_k_DeterministicFastPrimitivesCoder_2[] = "DeterministicFastPrimitivesCoderImpl.decode_from_stream";
static const char __pyx_k_DeterministicFastPrimitivesCoder_3[] = "DeterministicFastPrimitivesCoderImpl.encode";
static const char __pyx_k_DeterministicFastPrimitivesCoder_4[] = "DeterministicFastPrimitivesCoderImpl.decode";
static const char __pyx_k_DeterministicFastPrimitivesCoder_5[] = "DeterministicFastPrimitivesCoderImpl.estimate_size";
static const char __pyx_k_DeterministicFastPrimitivesCoder_6[] = "DeterministicFastPrimitivesCoderImpl.get_estimated_size_and_observables";
static const char __pyx_k_DeterministicFastPrimitivesCoder_7[] = "DeterministicFastPrimitivesCoderImpl.__reduce_cython__";
static const char __pyx_k_DeterministicFastPrimitivesCoder_8[] = "DeterministicFastPrimitivesCoderImpl.__setstate_cython__";
static const char __pyx_k_For_internal_use_only_no_backwar_2[] = "For internal use only; no backwards-compatibility guarantees.\n\n  Encoding used to describe a PaneInfo descriptor.  A PaneInfo descriptor\n  can be encoded in three different ways: with a single byte (FIRST), with a\n  single byte followed by a varint describing a single index (ONE_INDEX) or\n  with a single byte followed by two varints describing two separate indices:\n  the index and nonspeculative index.\n  ";
static const char __pyx_k_For_internal_use_only_no_backwar_3[] = "For internal use only; no backwards-compatibility guarantees.\n\n  Coder which prefixes the length of the encoded object in the stream.";
static PyObject *__pyx_kp_u_;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl___red;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl___set;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl__cons;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl__extr;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl_decod;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl_encod;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl_estim;
static PyObject *__pyx_n_s_AbstractComponentCoderImpl_get_e;
static PyObject *__pyx_n_s_BOOL_TYPE;
static PyObject *__pyx_n_s_BYTES_TYPE;
static PyObject *__pyx_n_s_BYTE_TO_PANE_INFO;
static PyObject *__pyx_n_s_ByteCountingOutputStream;
static PyObject *__pyx_n_u_ByteCountingOutputStream;
static PyObject *__pyx_n_s_BytesCoderImpl___reduce_cython;
static PyObject *__pyx_n_s_BytesCoderImpl___setstate_cython;
static PyObject *__pyx_n_s_BytesCoderImpl_decode;
static PyObject *__pyx_n_s_BytesCoderImpl_decode_from_strea;
static PyObject *__pyx_n_s_BytesCoderImpl_encode;
static PyObject *__pyx_n_s_BytesCoderImpl_encode_to_stream;
static PyObject *__pyx_n_s_CallbackCoderImpl___reduce_cytho;
static PyObject *__pyx_n_s_CallbackCoderImpl___setstate_cyt;
static PyObject *__pyx_n_s_CallbackCoderImpl__default_size;
static PyObject *__pyx_n_s_CallbackCoderImpl_decode;
static PyObject *__pyx_n_s_CallbackCoderImpl_decode_from_st;
static PyObject *__pyx_n_s_CallbackCoderImpl_encode;
static PyObject *__pyx_n_s_CallbackCoderImpl_encode_to_stre;
static PyObject *__pyx_n_s_CallbackCoderImpl_estimate_size;
static PyObject *__pyx_n_s_CallbackCoderImpl_get_estimated;
static PyObject *__pyx_n_s_CoderImpl___reduce_cython;
static PyObject *__pyx_n_s_CoderImpl___setstate_cython;
static PyObject *__pyx_n_s_CoderImpl__get_nested_size;
static PyObject *__pyx_n_s_CoderImpl_decode;
static PyObject *__pyx_n_s_CoderImpl_decode_from_stream;
static PyObject *__pyx_n_s_CoderImpl_decode_nested;
static PyObject *__pyx_n_s_CoderImpl_encode;
static PyObject *__pyx_n_s_CoderImpl_encode_nested;
static PyObject *__pyx_n_s_CoderImpl_encode_to_stream;
static PyObject *__pyx_n_s_CoderImpl_estimate_size;
static PyObject *__pyx_n_s_CoderImpl_get_estimated_size_and;
static PyObject *__pyx_n_s_DEFAULT_BUFFER_SIZE;
static PyObject *__pyx_n_s_DICT_TYPE;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder_2;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder_3;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder_4;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder_5;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder_6;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder_7;
static PyObject *__pyx_n_s_DeterministicFastPrimitivesCoder_8;
static PyObject *__pyx_n_s_EARLY;
static PyObject *__pyx_n_s_FIRST;
static PyObject *__pyx_n_s_FLOAT_TYPE;
static PyObject *__pyx_n_s_FastPrimitivesCoderImpl___reduce;
static PyObject *__pyx_n_s_FastPrimitivesCoderImpl___setsta;
static PyObject *__pyx_n_s_FastPrimitivesCoderImpl_decode_f;
static PyObject *__pyx_n_s_FastPrimitivesCoderImpl_encode_t;
static PyObject *__pyx_n_s_FastPrimitivesCoderImpl_get_esti;
static PyObject *__pyx_n_s_FloatCoderImpl___reduce_cython;
static PyObject *__pyx_n_s_FloatCoderImpl___setstate_cython;
static PyObject *__pyx_n_s_FloatCoderImpl_decode_from_strea;
static PyObject *__pyx_n_s_FloatCoderImpl_encode_to_stream;
static PyObject *__pyx_n_s_FloatCoderImpl_estimate_size;
static PyObject *__pyx_kp_s_For_internal_use_only_no_backwar;
static PyObject *__pyx_kp_s_For_internal_use_only_no_backwar_2;
static PyObject *__pyx_kp_s_For_internal_use_only_no_backwar_3;
static PyObject *__pyx_n_s_INT_TYPE;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x0f;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x11;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x56;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x6f;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x77;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x7f;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0xd4;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0xd7;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0xe1;
static PyObject *__pyx_n_s_InputStream;
static PyObject *__pyx_n_s_IntervalWindow;
static PyObject *__pyx_n_s_IntervalWindowCoderImpl;
static PyObject *__pyx_n_s_IntervalWindowCoderImpl__from_no;
static PyObject *__pyx_n_s_IntervalWindowCoderImpl__to_norm;
static PyObject *__pyx_n_s_IntervalWindowCoderImpl_decode_f;
static PyObject *__pyx_n_s_IntervalWindowCoderImpl_encode_t;
static PyObject *__pyx_n_s_IntervalWindowCoderImpl_estimate;
static PyObject *__pyx_kp_u_Invalid_PaneInfoEncoding_s;
static PyObject *__pyx_n_s_IterableCoderImpl___reduce_cytho;
static PyObject *__pyx_n_s_IterableCoderImpl___setstate_cyt;
static PyObject *__pyx_n_s_IterableCoderImpl__construct_fro;
static PyObject *__pyx_n_s_LIST_TYPE;
static PyObject *__pyx_n_s_LengthPrefixCoderImpl;
static PyObject *__pyx_n_s_LengthPrefixCoderImpl___init;
static PyObject *__pyx_n_s_LengthPrefixCoderImpl_decode_fro;
static PyObject *__pyx_n_s_LengthPrefixCoderImpl_encode_to;
static PyObject *__pyx_n_s_LengthPrefixCoderImpl_estimate_s;
static PyObject *__pyx_n_s_MAX_TIMESTAMP;
static PyObject *__pyx_n_s_MIN_TIMESTAMP;
static PyObject *__pyx_n_s_NONE_TYPE;
static PyObject *__pyx_n_s_NoneType;
static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_kp_u_Number_of_components_does_not_ma;
static PyObject *__pyx_n_s_ONE_INDEX;
static PyObject *__pyx_n_s_ObservableMixin;
static PyObject *__pyx_n_s_OutputStream;
static PyObject *__pyx_n_s_PaneInfo;
static PyObject *__pyx_n_s_PaneInfoCoderImpl___reduce_cytho;
static PyObject *__pyx_n_s_PaneInfoCoderImpl___setstate_cyt;
static PyObject *__pyx_n_s_PaneInfoCoderImpl_decode_from_st;
static PyObject *__pyx_n_s_PaneInfoCoderImpl_encode_to_stre;
static PyObject *__pyx_n_s_PaneInfoCoderImpl_estimate_size;
static PyObject *__pyx_n_s_PaneInfoEncoding;
static PyObject *__pyx_n_s_PaneInfoTiming;
static PyObject *__pyx_n_s_ParseFromString;
static PyObject *__pyx_n_s_PickleError;
static PyObject *__pyx_n_s_ProtoCoderImpl;
static PyObject *__pyx_n_s_ProtoCoderImpl___init;
static PyObject *__pyx_n_s_ProtoCoderImpl_decode;
static PyObject *__pyx_n_s_ProtoCoderImpl_encode;
static PyObject *__pyx_n_s_SET_TYPE;
static PyObject *__pyx_n_s_SequenceCoderImpl___reduce_cytho;
static PyObject *__pyx_n_s_SequenceCoderImpl___setstate_cyt;
static PyObject *__pyx_n_s_SequenceCoderImpl__construct_fro;
static PyObject *__pyx_n_s_SequenceCoderImpl_decode_from_st;
static PyObject *__pyx_n_s_SequenceCoderImpl_encode_to_stre;
static PyObject *__pyx_n_s_SequenceCoderImpl_estimate_size;
static PyObject *__pyx_n_s_SequenceCoderImpl_get_estimated;
static PyObject *__pyx_n_s_SerializeToString;
static PyObject *__pyx_n_s_SimpleCoderImpl___reduce_cython;
static PyObject *__pyx_n_s_SimpleCoderImpl___setstate_cytho;
static PyObject *__pyx_n_s_SimpleCoderImpl_decode_from_stre;
static PyObject *__pyx_n_s_SimpleCoderImpl_encode_to_stream;
static PyObject *__pyx_n_s_SingletonCoderImpl___reduce_cyth;
static PyObject *__pyx_n_s_SingletonCoderImpl___setstate_cy;
static PyObject *__pyx_n_s_SingletonCoderImpl_decode;
static PyObject *__pyx_n_s_SingletonCoderImpl_decode_from_s;
static PyObject *__pyx_n_s_SingletonCoderImpl_encode;
static PyObject *__pyx_n_s_SingletonCoderImpl_encode_to_str;
static PyObject *__pyx_n_s_SingletonCoderImpl_estimate_size;
static PyObject *__pyx_n_s_StreamCoderImpl___reduce_cython;
static PyObject *__pyx_n_s_StreamCoderImpl___setstate_cytho;
static PyObject *__pyx_n_s_StreamCoderImpl_decode;
static PyObject *__pyx_n_s_StreamCoderImpl_encode;
static PyObject *__pyx_n_s_StreamCoderImpl_estimate_size;
static PyObject *__pyx_n_s_TUPLE_TYPE;
static PyObject *__pyx_n_s_TWO_INDICES;
static PyObject *__pyx_n_s_Timestamp;
static PyObject *__pyx_n_s_TimestampCoderImpl___reduce_cyth;
static PyObject *__pyx_n_s_TimestampCoderImpl___setstate_cy;
static PyObject *__pyx_n_s_TimestampCoderImpl_decode_from_s;
static PyObject *__pyx_n_s_TimestampCoderImpl_encode_to_str;
static PyObject *__pyx_n_s_TimestampCoderImpl_estimate_size;
static PyObject *__pyx_n_s_TupleCoderImpl___reduce_cython;
static PyObject *__pyx_n_s_TupleCoderImpl___setstate_cython;
static PyObject *__pyx_n_s_TupleCoderImpl__construct_from_c;
static PyObject *__pyx_n_s_TupleCoderImpl__extract_componen;
static PyObject *__pyx_n_s_TupleSequenceCoderImpl___reduce;
static PyObject *__pyx_n_s_TupleSequenceCoderImpl___setstat;
static PyObject *__pyx_n_s_TupleSequenceCoderImpl__construc;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_n_s_UNICODE_TYPE;
static PyObject *__pyx_n_s_UNKNOWN;
static PyObject *__pyx_n_s_UNKNOWN_TYPE;
static PyObject *__pyx_kp_u_Unable_to_deterministically_code;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_s_VarIntCoderImpl___reduce_cython;
static PyObject *__pyx_n_s_VarIntCoderImpl___setstate_cytho;
static PyObject *__pyx_n_s_VarIntCoderImpl_decode;
static PyObject *__pyx_n_s_VarIntCoderImpl_decode_from_stre;
static PyObject *__pyx_n_s_VarIntCoderImpl_encode;
static PyObject *__pyx_n_s_VarIntCoderImpl_encode_to_stream;
static PyObject *__pyx_n_s_VarIntCoderImpl_estimate_size;
static PyObject *__pyx_n_s_WindowedValueCoderImpl___reduce;
static PyObject *__pyx_n_s_WindowedValueCoderImpl___setstat;
static PyObject *__pyx_n_s_WindowedValueCoderImpl__from_nor;
static PyObject *__pyx_n_s_WindowedValueCoderImpl__to_norma;
static PyObject *__pyx_n_s_WindowedValueCoderImpl_decode_fr;
static PyObject *__pyx_n_s_WindowedValueCoderImpl_encode_to;
static PyObject *__pyx_n_s_WindowedValueCoderImpl_get_estim;
static PyObject *__pyx_kp_b__3;
static PyObject *__pyx_n_s_apache_beam_coders;
static PyObject *__pyx_n_s_apache_beam_coders_coder_impl;
static PyObject *__pyx_kp_s_apache_beam_coders_coder_impl_py;
static PyObject *__pyx_n_s_apache_beam_transforms_window;
static PyObject *__pyx_n_s_apache_beam_utils;
static PyObject *__pyx_n_s_apache_beam_utils_timestamp;
static PyObject *__pyx_n_s_builtins;
static PyObject *__pyx_n_s_chr;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_coder;
static PyObject *__pyx_n_s_coder_impls;
static PyObject *__pyx_n_s_components;
static PyObject *__pyx_n_s_construct_from_components;
static PyObject *__pyx_n_s_construct_from_sequence;
static PyObject *__pyx_n_s_create_InputStream;
static PyObject *__pyx_n_u_create_InputStream;
static PyObject *__pyx_n_s_create_OutputStream;
static PyObject *__pyx_n_u_create_OutputStream;
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static PyObject *__pyx_n_s_pyx_unpickle_BytesCoderImpl;
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static PyObject *__pyx_n_s_pyx_unpickle_CoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_DeterministicFast;
static PyObject *__pyx_n_s_pyx_unpickle_FastPrimitivesCod;
static PyObject *__pyx_n_s_pyx_unpickle_FloatCoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_IterableCoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_PaneInfoCoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_SequenceCoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_SimpleCoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_SingletonCoderImp;
static PyObject *__pyx_n_s_pyx_unpickle_StreamCoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_TimestampCoderImp;
static PyObject *__pyx_n_s_pyx_unpickle_TupleCoderImpl;
static PyObject *__pyx_n_s_pyx_unpickle_TupleSequenceCode;
static PyObject *__pyx_n_s_pyx_unpickle_VarIntCoderImpl;
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static PyObject *__pyx_n_s_value_coder;
static PyObject *__pyx_n_s_value_coder_2;
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static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_2decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_4encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_6decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_8encode_nested(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_10decode_nested(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_12estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_14_get_nested_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, int __pyx_v_inner_size, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_16get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_18__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_9CoderImpl_20__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15SimpleCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15SimpleCoderImpl_2decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15SimpleCoderImpl_4__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15SimpleCoderImpl_6__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SimpleCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_2decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_4estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_6__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15StreamCoderImpl_8__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_StreamCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl___init__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoder, PyObject *__pyx_v_decoder, PyObject *__pyx_v_size_estimator); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_2_default_size_estimator(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_4encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_6decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_8encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_10decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_12estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_14get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_16__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17CallbackCoderImpl_18__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_CallbackCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl___init__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_coder, PyObject *__pyx_v_step_label); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_2encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_4decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_6encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_8decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_10estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_12get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_14__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_36DeterministicFastPrimitivesCoderImpl_16__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14ProtoCoderImpl___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_proto_message_type); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14ProtoCoderImpl_2encode(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14ProtoCoderImpl_4decode(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static int __pyx_pf_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl___init__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_fallback_coder_impl); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_2get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_4encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_6decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_8__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23FastPrimitivesCoderImpl_10__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FastPrimitivesCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_2decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_4encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_6decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_8__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14BytesCoderImpl_10__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_BytesCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_2decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_4estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self, PyObject *__pyx_v_unused_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_6__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14FloatCoderImpl_8__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_FloatCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23IntervalWindowCoderImpl__to_normal_time(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23IntervalWindowCoderImpl_2_from_normal_time(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23IntervalWindowCoderImpl_4encode_to_stream(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_value, PyObject *__pyx_v_out, CYTHON_UNUSED PyObject *__pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23IntervalWindowCoderImpl_6decode_from_stream(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_in_, CYTHON_UNUSED PyObject *__pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_23IntervalWindowCoderImpl_8estimate_size(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_value, CYTHON_UNUSED PyObject *__pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_2decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_4estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self, PyObject *__pyx_v_unused_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_6__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18TimestampCoderImpl_8__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TimestampCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_2decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_4encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_6decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_8estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_10__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_15VarIntCoderImpl_12__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_VarIntCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl___init__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_2encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_4decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_6encode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_8decode(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, PyObject *__pyx_v_encoded); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_10estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_12__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_18SingletonCoderImpl_14__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SingletonCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl___init__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_coder_impls); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_2_extract_components(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_4_construct_from_components(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_components); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_6encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_8decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_10estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_12get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_14__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_26AbstractComponentCoderImpl_16__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14TupleCoderImpl__extract_components(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14TupleCoderImpl_2_construct_from_components(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl *__pyx_v_self, PyObject *__pyx_v_components); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14TupleCoderImpl_4__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14TupleCoderImpl_6__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl___init__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_elem_coder); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_2_construct_from_sequence(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_4encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_6decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_8estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_10get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_12__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17SequenceCoderImpl_14__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_SequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22TupleSequenceCoderImpl__construct_from_sequence(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v_components); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22TupleSequenceCoderImpl_2__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22TupleSequenceCoderImpl_4__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_TupleSequenceCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17IterableCoderImpl__construct_from_sequence(struct __pyx_obj_11apache_beam_6coders_10coder_impl_IterableCoderImpl *__pyx_v_self, PyObject *__pyx_v_components); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17IterableCoderImpl_2__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_IterableCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17IterableCoderImpl_4__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_IterableCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_2decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_4estimate_size(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_6__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_17PaneInfoCoderImpl_8__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl__to_normal_time(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_2_from_normal_time(CYTHON_UNUSED struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_4__init__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v_value_coder, PyObject *__pyx_v_timestamp_coder, PyObject *__pyx_v_window_coder); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_6encode_to_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, struct __pyx_obj_11apache_beam_6coders_6stream_OutputStream *__pyx_v_out, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_8decode_from_stream(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, struct __pyx_obj_11apache_beam_6coders_6stream_InputStream *__pyx_v_in_stream, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_10get_estimated_size_and_observables(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v_value, int __pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_12__reduce_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_22WindowedValueCoderImpl_14__setstate_cython__(struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_21LengthPrefixCoderImpl___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_value_coder); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_21LengthPrefixCoderImpl_2encode_to_stream(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_value, PyObject *__pyx_v_out, CYTHON_UNUSED PyObject *__pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_21LengthPrefixCoderImpl_4decode_from_stream(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_in_stream, CYTHON_UNUSED PyObject *__pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_21LengthPrefixCoderImpl_6estimate_size(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_value, CYTHON_UNUSED PyObject *__pyx_v_nested); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl___pyx_unpickle_CoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_2__pyx_unpickle_SimpleCoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_4__pyx_unpickle_StreamCoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_6__pyx_unpickle_CallbackCoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_8__pyx_unpickle_DeterministicFastPrimitivesCoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_10__pyx_unpickle_FastPrimitivesCoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_12__pyx_unpickle_BytesCoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_11apache_beam_6coders_10coder_impl_14__pyx_unpickle_FloatCoderImpl(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
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static void __pyx_tp_dealloc_11apache_beam_6coders_10coder_impl_DeterministicFastPrimitivesCoderImpl(PyObject *o) {
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static int __pyx_tp_traverse_11apache_beam_6coders_10coder_impl_TimestampCoderImpl(PyObject *o, visitproc v, void *a) {
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static PyObject *__pyx_tp_new_11apache_beam_6coders_10coder_impl_SingletonCoderImpl(PyTypeObject *t, PyObject *a, PyObject *k) {
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static void __pyx_tp_dealloc_11apache_beam_6coders_10coder_impl_SingletonCoderImpl(PyObject *o) {
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static int __pyx_tp_traverse_11apache_beam_6coders_10coder_impl_SingletonCoderImpl(PyObject *o, visitproc v, void *a) {
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static int __pyx_tp_clear_11apache_beam_6coders_10coder_impl_SingletonCoderImpl(PyObject *o) {
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}

static void __pyx_tp_dealloc_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl(PyObject *o) {
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static int __pyx_tp_traverse_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl(PyObject *o, visitproc v, void *a) {
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static int __pyx_tp_clear_11apache_beam_6coders_10coder_impl_AbstractComponentCoderImpl(PyObject *o) {
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static PyObject *__pyx_tp_new_11apache_beam_6coders_10coder_impl_PaneInfoCoderImpl(PyTypeObject *t, PyObject *a, PyObject *k) {
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}

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static PyObject *__pyx_tp_new_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl(PyTypeObject *t, PyObject *a, PyObject *k) {
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  p->_value_coder = ((struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *)Py_None); Py_INCREF(Py_None);
  p->_timestamp_coder = ((struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *)Py_None); Py_INCREF(Py_None);
  p->_windows_coder = ((struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *)Py_None); Py_INCREF(Py_None);
  p->_pane_info_coder = ((struct __pyx_obj_11apache_beam_6coders_10coder_impl_CoderImpl *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl(PyObject *o) {
  struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *p = (struct __pyx_obj_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl *)o;
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    if (PyObject_CallFinalizerFromDealloc(o)) return;
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  #endif
  PyObject_GC_UnTrack(o);
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  Py_CLEAR(p->_timestamp_coder);
  Py_CLEAR(p->_windows_coder);
  Py_CLEAR(p->_pane_info_coder);
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static int __pyx_tp_traverse_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl(PyObject *o, visitproc v, void *a) {
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  }
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static int __pyx_tp_clear_11apache_beam_6coders_10coder_impl_WindowedValueCoderImpl(PyObject *o) {
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}

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    PyObject *self = PyCFunction_GET_SELF(func);
    int flags = PyCFunction_GET_FLAGS(func);
    assert(PyCFunction_Check(func));
    assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS)));
    assert(nargs >= 0);
    assert(nargs == 0 || args != NULL);
    /* _PyCFunction_FastCallDict() must not be called with an exception set,
       because it may clear it (directly or indirectly) and so the
       caller loses its exception */
    assert(!PyErr_Occurred());
    if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
        return (*((__Pyx_PyCFunctionFastWithKeywords)meth)) (self, args, nargs, NULL);
    } else {
        return (*((__Pyx_PyCFunctionFast)meth)) (self, args, nargs);
    }
}
#endif

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

/* PyErrFetchRestore */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
}
#endif

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

/* 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);
}

/* RaiseDoubleKeywords */
static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        #if PY_MAJOR_VERSION >= 3
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
        #else
        "%s() got multiple values for keyword argument '%s'", func_name,
        PyString_AsString(kw_name));
        #endif
}

/* ParseKeywords */
static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject **argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject *key = 0, *value = 0;
    Py_ssize_t pos = 0;
    PyObject*** name;
    PyObject*** first_kw_arg = argnames + num_pos_args;
    while (PyDict_Next(kwds, &pos, &key, &value)) {
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
            continue;
        }
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
                        && _PyString_Eq(**name, key)) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    if ((**argname == key) || (
                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
                             && _PyString_Eq(**argname, key))) {
                        goto arg_passed_twice;
                    }
                    argname++;
                }
            }
        } else
        #endif
        if (likely(PyUnicode_Check(key))) {
            while (*name) {
                int cmp = (**name == key) ? 0 :
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key);
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

/* ArgTypeTest */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
{
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    else if (exact) {
        #if PY_MAJOR_VERSION == 2
        if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
        #endif
    }
    else {
        if (likely(__Pyx_TypeCheck(obj, type))) return 1;
    }
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
        name, type->tp_name, Py_TYPE(obj)->tp_name);
    return 0;
}

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

/* PyObjectCallOneArg */
#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_New(1);
    if (unlikely(!args)) return NULL;
    Py_INCREF(arg);
    PyTuple_SET_ITEM(args, 0, arg);
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, &arg, 1);
    }
#endif
    if (likely(PyCFunction_Check(func))) {
        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
            return __Pyx_PyObject_CallMethO(func, arg);
#if CYTHON_FAST_PYCCALL
        } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) {
            return __Pyx_PyCFunction_FastCall(func, &arg, 1);
#endif
        }
    }
    return __Pyx__PyObject_CallOneArg(func, arg);
}
#else
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_Pack(1, arg);
    if (unlikely(!args)) return NULL;
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
#endif

/* PyObjectCallNoArg */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, NULL, 0);
    }
#endif
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || __Pyx_TypeCheck(func, __pyx_CyFunctionType))) {
#else
    if (likely(PyCFunction_Check(func))) {
#endif
        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

/* ExtTypeTest */
  static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(__Pyx_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

/* WriteUnraisableException */
  static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
                                  int full_traceback, CYTHON_UNUSED int nogil) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_PyThreadState_declare
#ifdef WITH_THREAD
    PyGILState_STATE state;
    if (nogil)
        state = PyGILState_Ensure();
#ifdef _MSC_VER
    else state = (PyGILState_STATE)-1;
#endif
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
    if (full_traceback) {
        Py_XINCREF(old_exc);
        Py_XINCREF(old_val);
        Py_XINCREF(old_tb);
        __Pyx_ErrRestore(old_exc, old_val, old_tb);
        PyErr_PrintEx(1);
    }
    #if PY_MAJOR_VERSION < 3
    ctx = PyString_FromString(name);
    #else
    ctx = PyUnicode_FromString(name);
    #endif
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
#ifdef WITH_THREAD
    if (nogil)
        PyGILState_Release(state);
#endif
}

/* PyErrExceptionMatches */
  #if CYTHON_FAST_THREAD_STATE
static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
    PyObject *exc_type = tstate->curexc_type;
    if (exc_type == err) return 1;
    if (unlikely(!exc_type)) return 0;
    if (unlikely(PyTuple_Check(err)))
        return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
    return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
}
#endif

/* GetAttr */
  static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
#if PY_MAJOR_VERSION >= 3
    if (likely(PyUnicode_Check(n)))
#else
    if (likely(PyString_Check(n)))
#endif
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

/* GetAttr3 */
  static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
}

/* GetModuleGlobalName */
  static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
    result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
    if (likely(result)) {
        Py_INCREF(result);
    } else if (unlikely(PyErr_Occurred())) {
        result = NULL;
    } else {
#else
    result = PyDict_GetItem(__pyx_d, name);
    if (likely(result)) {
        Py_INCREF(result);
    } else {
#endif
#else
    result = PyObject_GetItem(__pyx_d, name);
    if (!result) {
        PyErr_Clear();
#endif
        result = __Pyx_GetBuiltinName(name);
    }
    return result;
}

/* PyObjectFormatAndDecref */
      static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f) {
    if (unlikely(!s)) return NULL;
    if (likely(PyUnicode_CheckExact(s))) return s;
    #if PY_MAJOR_VERSION < 3
    if (likely(PyString_CheckExact(s))) {
        PyObject *result = PyUnicode_FromEncodedObject(s, NULL, "strict");
        Py_DECREF(s);
        return result;
    }
    #endif
    return __Pyx_PyObject_FormatAndDecref(s, f);
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f) {
    PyObject *result = PyObject_Format(s, f);
    Py_DECREF(s);
    return result;
}

/* JoinPyUnicode */
      static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      CYTHON_UNUSED Py_UCS4 max_char) {
#if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    PyObject *result_uval;
    int result_ukind;
    Py_ssize_t i, char_pos;
    void *result_udata;
#if CYTHON_PEP393_ENABLED
    result_uval = PyUnicode_New(result_ulength, max_char);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND;
    result_udata = PyUnicode_DATA(result_uval);
#else
    result_uval = PyUnicode_FromUnicode(NULL, result_ulength);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = sizeof(Py_UNICODE);
    result_udata = PyUnicode_AS_UNICODE(result_uval);
#endif
    char_pos = 0;
    for (i=0; i < value_count; i++) {
        int ukind;
        Py_ssize_t ulength;
        void *udata;
        PyObject *uval = PyTuple_GET_ITEM(value_tuple, i);
        if (unlikely(__Pyx_PyUnicode_READY(uval)))
            goto bad;
        ulength = __Pyx_PyUnicode_GET_LENGTH(uval);
        if (unlikely(!ulength))
            continue;
        if (unlikely(char_pos + ulength < 0))
            goto overflow;
        ukind = __Pyx_PyUnicode_KIND(uval);
        udata = __Pyx_PyUnicode_DATA(uval);
        if (!CYTHON_PEP393_ENABLED || ukind == result_ukind) {
            memcpy((char *)result_udata + char_pos * result_ukind, udata, ulength * result_ukind);
        } else {
            #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030300F0 || defined(_PyUnicode_FastCopyCharacters)
            _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength);
            #else
            Py_ssize_t j;
            for (j=0; j < ulength; j++) {
                Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j);
                __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar);
            }
            #endif
        }
        char_pos += ulength;
    }
    return result_uval;
overflow:
    PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string");
bad:
    Py_DECREF(result_uval);
    return NULL;
#else
    result_ulength++;
    value_count++;
    return PyUnicode_Join(__pyx_empty_unicode, value_tuple);
#endif
}

/* PyObjectSetAttrStr */
      #if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_setattro))
        return tp->tp_setattro(obj, attr_name, value);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_setattr))
        return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
#endif
    return PyObject_SetAttr(obj, attr_name, value);
}
#endif

/* IterFinish */
      static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_FAST_THREAD_STATE
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) {
            PyObject *exc_value, *exc_tb;
            exc_value = tstate->curexc_value;
            exc_tb = tstate->curexc_traceback;
            tstate->curexc_type = 0;
            tstate->curexc_value = 0;
            tstate->curexc_traceback = 0;
            Py_DECREF(exc_type);
            Py_XDECREF(exc_value);
            Py_XDECREF(exc_tb);
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#else
    if (unlikely(PyErr_Occurred())) {
        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
            PyErr_Clear();
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#endif
}

/* PyObjectCallMethod0 */
      static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
    PyObject *method, *result = NULL;
    method = __Pyx_PyObject_GetAttrStr(obj, method_name);
    if (unlikely(!method)) goto bad;
#if CYTHON_UNPACK_METHODS
    if (likely(PyMethod_Check(method))) {
        PyObject *self = PyMethod_GET_SELF(method);
        if (likely(self)) {
            PyObject *function = PyMethod_GET_FUNCTION(method);
            result = __Pyx_PyObject_CallOneArg(function, self);
            Py_DECREF(method);
            return result;
        }
    }
#endif
    result = __Pyx_PyObject_CallNoArg(method);
    Py_DECREF(method);
bad:
    return result;
}

/* 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");
}

/* 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);
}

/* UnpackItemEndCheck */
      static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    } else {
        return __Pyx_IterFinish();
    }
    return 0;
}

/* RaiseNoneIterError */
      static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

/* UnpackTupleError */
      static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
    if (t == Py_None) {
      __Pyx_RaiseNoneNotIterableError();
    } else if (PyTuple_GET_SIZE(t) < index) {
      __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
    } else {
      __Pyx_RaiseTooManyValuesError(index);
    }
}

/* UnpackTuple2 */
      static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
        PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) {
    PyObject *value1 = NULL, *value2 = NULL;
#if CYTHON_COMPILING_IN_PYPY
    value1 = PySequence_ITEM(tuple, 0);  if (unlikely(!value1)) goto bad;
    value2 = PySequence_ITEM(tuple, 1);  if (unlikely(!value2)) goto bad;
#else
    value1 = PyTuple_GET_ITEM(tuple, 0);  Py_INCREF(value1);
    value2 = PyTuple_GET_ITEM(tuple, 1);  Py_INCREF(value2);
#endif
    if (decref_tuple) {
        Py_DECREF(tuple);
    }
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
#if CYTHON_COMPILING_IN_PYPY
bad:
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
#endif
}
static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
                                       int has_known_size, int decref_tuple) {
    Py_ssize_t index;
    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
    iternextfunc iternext;
    iter = PyObject_GetIter(tuple);
    if (unlikely(!iter)) goto bad;
    if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
    iternext = Py_TYPE(iter)->tp_iternext;
    value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
    value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
    if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
    Py_DECREF(iter);
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
unpacking_failed:
    if (!has_known_size && __Pyx_IterFinish() == 0)
        __Pyx_RaiseNeedMoreValuesError(index);
bad:
    Py_XDECREF(iter);
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
}

/* dict_iter */
      static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_source_is_dict) {
    is_dict = is_dict || likely(PyDict_CheckExact(iterable));
    *p_source_is_dict = is_dict;
    if (is_dict) {
#if !CYTHON_COMPILING_IN_PYPY
        *p_orig_length = PyDict_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
#elif PY_MAJOR_VERSION >= 3
        static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL;
        PyObject **pp = NULL;
        if (method_name) {
            const char *name = PyUnicode_AsUTF8(method_name);
            if (strcmp(name, "iteritems") == 0) pp = &py_items;
            else if (strcmp(name, "iterkeys") == 0) pp = &py_keys;
            else if (strcmp(name, "itervalues") == 0) pp = &py_values;
            if (pp) {
                if (!*pp) {
                    *pp = PyUnicode_FromString(name + 4);
                    if (!*pp)
                        return NULL;
                }
                method_name = *pp;
            }
        }
#endif
    }
    *p_orig_length = 0;
    if (method_name) {
        PyObject* iter;
        iterable = __Pyx_PyObject_CallMethod0(iterable, method_name);
        if (!iterable)
            return NULL;
#if !CYTHON_COMPILING_IN_PYPY
        if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
            return iterable;
#endif
        iter = PyObject_GetIter(iterable);
        Py_DECREF(iterable);
        return iter;
    }
    return PyObject_GetIter(iterable);
}
static CYTHON_INLINE int __Pyx_dict_iter_next(
        PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos,
        PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
    PyObject* next_item;
#if !CYTHON_COMPILING_IN_PYPY
    if (source_is_dict) {
        PyObject *key, *value;
        if (unlikely(orig_length != PyDict_Size(iter_obj))) {
            PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
            return -1;
        }
        if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
            return 0;
        }
        if (pitem) {
            PyObject* tuple = PyTuple_New(2);
            if (unlikely(!tuple)) {
                return -1;
            }
            Py_INCREF(key);
            Py_INCREF(value);
            PyTuple_SET_ITEM(tuple, 0, key);
            PyTuple_SET_ITEM(tuple, 1, value);
            *pitem = tuple;
        } else {
            if (pkey) {
                Py_INCREF(key);
                *pkey = key;
            }
            if (pvalue) {
                Py_INCREF(value);
                *pvalue = value;
            }
        }
        return 1;
    } else if (PyTuple_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyTuple_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else if (PyList_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyList_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else
#endif
    {
        next_item = PyIter_Next(iter_obj);
        if (unlikely(!next_item)) {
            return __Pyx_IterFinish();
        }
    }
    if (pitem) {
        *pitem = next_item;
    } else if (pkey && pvalue) {
        if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
            return -1;
    } else if (pkey) {
        *pkey = next_item;
    } else {
        *pvalue = next_item;
    }
    return 1;
}

/* decode_c_bytes */
      static CYTHON_INLINE PyObject* __Pyx_decode_c_bytes(
         const char* cstring, Py_ssize_t length, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    if (unlikely((start < 0) | (stop < 0))) {
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    if (stop > length)
        stop = length;
    length = stop - start;
    if (unlikely(length <= 0))
        return PyUnicode_FromUnicode(NULL, 0);
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

/* PyIntBinop */
      #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_FloorDivideObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
            if (unlikely(b == -1 && ((unsigned long)a) == 0-(unsigned long)a))
                return PyInt_Type.tp_as_number->nb_floor_divide(op1, op2);
            else {
                long q, r;
                q = a / b;
                r = a - q*b;
                q -= ((r != 0) & ((r ^ b) < 0));
                x = q;
            }
            return PyInt_FromLong(x);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_floor_divide(op1, op2);
            }
        }
                {
                    long q, r;
                    q = a / b;
                    r = a - q*b;
                    q -= ((r != 0) & ((r ^ b) < 0));
                    x = q;
                }
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                {
                    PY_LONG_LONG q, r;
                    q = lla / llb;
                    r = lla - q*llb;
                    q -= ((r != 0) & ((r ^ llb) < 0));
                    llx = q;
                }
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    return (inplace ? PyNumber_InPlaceFloorDivide : PyNumber_FloorDivide)(op1, op2);
}
#endif

/* Import */
      static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
    PyObject *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    #if PY_MAJOR_VERSION < 3
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (!py_import)
        goto bad;
    #endif
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if (strchr(__Pyx_MODULE_NAME, '.')) {
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_MAJOR_VERSION < 3
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
bad:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

/* ImportFrom */
      static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

/* PyIntBinop */
      #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddCObj(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op2))) {
        const long a = intval;
        long x;
        long b = PyInt_AS_LONG(op2);
            x = (long)((unsigned long)a + b);
            if (likely((x^a) >= 0 || (x^b) >= 0))
                return PyInt_FromLong(x);
            return PyLong_Type.tp_as_number->nb_add(op1, op2);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op2))) {
        const long a = intval;
        long b, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG lla = intval;
        PY_LONG_LONG llb, llx;
#endif
        const digit* digits = ((PyLongObject*)op2)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op2);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            b = likely(size) ? digits[0] : 0;
            if (size == -1) b = -b;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        b = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        llb = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        b = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        llb = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        b = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        llb = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        b = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        llb = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        b = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        llb = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        b = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        llb = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op2)) {
        const long a = intval;
        double b = PyFloat_AS_DOUBLE(op2);
            double result;
            PyFPE_START_PROTECT("add", return NULL)
            result = ((double)a) + (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif

/* GetItemInt */
      static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (!j) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              CYTHON_NCP_UNUSED int wraparound,
                                                              CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((!boundscheck) || likely((0 <= wrapped_i) & (wrapped_i < PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              CYTHON_NCP_UNUSED int wraparound,
                                                              CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyTuple_GET_SIZE(o);
    }
    if ((!boundscheck) || likely((0 <= wrapped_i) & (wrapped_i < PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
                                                     CYTHON_NCP_UNUSED int wraparound,
                                                     CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) {
            PyObject *r = PyList_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return NULL;
                    PyErr_Clear();
                }
            }
            return m->sq_item(o, i);
        }
    }
#else
    if (is_list || PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

/* UnicodeAsUCS4 */
      static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject* x) {
   Py_ssize_t length;
   #if CYTHON_PEP393_ENABLED
   length = PyUnicode_GET_LENGTH(x);
   if (likely(length == 1)) {
       return PyUnicode_READ_CHAR(x, 0);
   }
   #else
   length = PyUnicode_GET_SIZE(x);
   if (likely(length == 1)) {
       return PyUnicode_AS_UNICODE(x)[0];
   }
   #if Py_UNICODE_SIZE == 2
   else if (PyUnicode_GET_SIZE(x) == 2) {
       Py_UCS4 high_val = PyUnicode_AS_UNICODE(x)[0];
       if (high_val >= 0xD800 && high_val <= 0xDBFF) {
           Py_UCS4 low_val = PyUnicode_AS_UNICODE(x)[1];
           if (low_val >= 0xDC00 && low_val <= 0xDFFF) {
               return 0x10000 + (((high_val & ((1<<10)-1)) << 10) | (low_val & ((1<<10)-1)));
           }
       }
   }
   #endif
   #endif
   PyErr_Format(PyExc_ValueError,
                "only single character unicode strings can be converted to Py_UCS4, "
                "got length %" CYTHON_FORMAT_SSIZE_T "d", length);
   return (Py_UCS4)-1;
}

/* object_ord */
      static long __Pyx__PyObject_Ord(PyObject* c) {
    Py_ssize_t size;
    if (PyBytes_Check(c)) {
        size = PyBytes_GET_SIZE(c);
        if (likely(size == 1)) {
            return (unsigned char) PyBytes_AS_STRING(c)[0];
        }
#if PY_MAJOR_VERSION < 3
    } else if (PyUnicode_Check(c)) {
        return (long)__Pyx_PyUnicode_AsPy_UCS4(c);
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    } else if (PyByteArray_Check(c)) {
        size = PyByteArray_GET_SIZE(c);
        if (likely(size == 1)) {
            return (unsigned char) PyByteArray_AS_STRING(c)[0];
        }
#endif
    } else {
        PyErr_Format(PyExc_TypeError,
            "ord() expected string of length 1, but %.200s found", c->ob_type->tp_name);
        return (long)(Py_UCS4)-1;
    }
    PyErr_Format(PyExc_TypeError,
        "ord() expected a character, but string of length %zd found", size);
    return (long)(Py_UCS4)-1;
}

/* ObjectGetItem */
      #if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
    PyObject *runerr;
    Py_ssize_t key_value;
    PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
    if (unlikely(!(m && m->sq_item))) {
        PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name);
        return NULL;
    }
    key_value = __Pyx_PyIndex_AsSsize_t(index);
    if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
        return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1);
    }
    if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
        PyErr_Clear();
        PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name);
    }
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) {
    PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping;
    if (likely(m && m->mp_subscript)) {
        return m->mp_subscript(obj, key);
    }
    return __Pyx_PyObject_GetIndex(obj, key);
}
#endif

/* PyIntBinop */
      #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
            x = (long)((unsigned long)a + b);
            if (likely((x^a) >= 0 || (x^b) >= 0))
                return PyInt_FromLong(x);
            return PyLong_Type.tp_as_number->nb_add(op1, op2);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            double result;
            PyFPE_START_PROTECT("add", return NULL)
            result = ((double)a) + (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif

/* HasAttr */
      static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        PyErr_Clear();
        return 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}

/* PyIntBinop */
      #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    if (op1 == op2) {
        Py_RETURN_TRUE;
    }
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
        if (a == b) {
            Py_RETURN_TRUE;
        } else {
            Py_RETURN_FALSE;
        }
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a;
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
                    }
                    CYTHON_FALLTHROUGH;
                #if PyLong_SHIFT < 30 && PyLong_SHIFT != 15
                default: return PyLong_Type.tp_richcompare(op1, op2, Py_EQ);
                #else
                default: Py_RETURN_FALSE;
                #endif
            }
        }
            if (a == b) {
                Py_RETURN_TRUE;
            } else {
                Py_RETURN_FALSE;
            }
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            if ((double)a == (double)b) {
                Py_RETURN_TRUE;
            } else {
                Py_RETURN_FALSE;
            }
    }
    return PyObject_RichCompare(op1, op2, Py_EQ);
}
#endif

/* PyIntBinop */
      #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_LshiftObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
            if (likely(b < (long) (sizeof(long)*8) && a == (a << b) >> b) || !a) {
                return PyInt_FromLong(a << b);
            }
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_lshift(op1, op2);
            }
        }
                x = a << b;
#ifdef HAVE_LONG_LONG
                if (unlikely(!(b < (long) (sizeof(long)*8) && a == x >> b)) && a) {
                    lla = a;
                    goto long_long;
                }
#else
                if (likely(b < (long) (sizeof(long)*8) && a == x >> b) || !a)
#endif
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla << llb;
                if (likely(lla == llx >> llb))
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    return (inplace ? PyNumber_InPlaceLshift : PyNumber_Lshift)(op1, op2);
}
#endif

/* PyIntBinop */
      #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AndObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
            return PyInt_FromLong(a & b);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_and(op1, op2);
            }
        }
                x = a & b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla & llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    return (inplace ? PyNumber_InPlaceAnd : PyNumber_And)(op1, op2);
}
#endif

/* PyIntBinop */
      #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_RshiftObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
            return PyInt_FromLong(a >> b);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_rshift(op1, op2);
            }
        }
                x = a >> b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla >> llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    return (inplace ? PyNumber_InPlaceRshift : PyNumber_Rshift)(op1, op2);
}
#endif

/* CallNextTpTraverse */
      static int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_traverse != current_tp_traverse)
        type = type->tp_base;
    while (type && type->tp_traverse == current_tp_traverse)
        type = type->tp_base;
    if (type && type->tp_traverse)
        return type->tp_traverse(obj, v, a);
    return 0;
}

/* CallNextTpClear */
      static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_clear) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_clear != current_tp_clear)
        type = type->tp_base;
    while (type && type->tp_clear == current_tp_clear)
        type = type->tp_base;
    if (type && type->tp_clear)
        type->tp_clear(obj);
}

/* PyObject_GenericGetAttrNoDict */
      #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, attr_name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(attr_name));
#endif
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
    PyObject *descr;
    PyTypeObject *tp = Py_TYPE(obj);
    if (unlikely(!PyString_Check(attr_name))) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    assert(!tp->tp_dictoffset);
    descr = _PyType_Lookup(tp, attr_name);
    if (unlikely(!descr)) {
        return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
    }
    Py_INCREF(descr);
    #if PY_MAJOR_VERSION < 3
    if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
    #endif
    {
        descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
        if (unlikely(f)) {
            PyObject *res = f(descr, obj, (PyObject *)tp);
            Py_DECREF(descr);
            return res;
        }
    }
    return descr;
}
#endif

/* PyObject_GenericGetAttr */
      #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
    if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
}
#endif

/* SetVTable */
      static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000
    PyObject *ob = PyCapsule_New(vtable, 0, 0);
#else
    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
#endif
    if (!ob)
        goto bad;
    if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0)
        goto bad;
    Py_DECREF(ob);
    return 0;
bad:
    Py_XDECREF(ob);
    return -1;
}

/* SetupReduce */
      static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name);
  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_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    if (_PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate)) goto GOOD;
#else
    if (PyObject_HasAttr(type_obj, __pyx_n_s_getstate)) goto GOOD;
#endif
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_cython); if (unlikely(!reduce_cython)) goto BAD;
            ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto BAD;
            ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto BAD;
            setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate_cython); if (unlikely(!setstate_cython)) goto BAD;
                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto BAD;
                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto BAD;
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto GOOD;
BAD:
    if (!PyErr_Occurred())
        PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
    ret = -1;
GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* GetVTable */
      static void* __Pyx_GetVtable(PyObject *dict) {
    void* ptr;
    PyObject *ob = PyObject_GetItem(dict, __pyx_n_s_pyx_vtable);
    if (!ob)
        goto bad;
#if PY_VERSION_HEX >= 0x02070000
    ptr = PyCapsule_GetPointer(ob, 0);
#else
    ptr = PyCObject_AsVoidPtr(ob);
#endif
    if (!ptr && !PyErr_Occurred())
        PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type");
    Py_DECREF(ob);
    return ptr;
bad:
    Py_XDECREF(ob);
    return NULL;
}

/* Globals */
      static PyObject* __Pyx_Globals(void) {
    Py_ssize_t i;
    PyObject *names;
    PyObject *globals = __pyx_d;
    Py_INCREF(globals);
    names = PyObject_Dir(__pyx_m);
    if (!names)
        goto bad;
    for (i = PyList_GET_SIZE(names)-1; i >= 0; i--) {
#if CYTHON_COMPILING_IN_PYPY
        PyObject* name = PySequence_ITEM(names, i);
        if (!name)
            goto bad;
#else
        PyObject* name = PyList_GET_ITEM(names, i);
#endif
        if (!PyDict_Contains(globals, name)) {
            PyObject* value = __Pyx_GetAttr(__pyx_m, name);
            if (!value) {
#if CYTHON_COMPILING_IN_PYPY
                Py_DECREF(name);
#endif
                goto bad;
            }
            if (PyDict_SetItem(globals, name, value) < 0) {
#if CYTHON_COMPILING_IN_PYPY
                Py_DECREF(name);
#endif
                Py_DECREF(value);
                goto bad;
            }
        }
#if CYTHON_COMPILING_IN_PYPY
        Py_DECREF(name);
#endif
    }
    Py_DECREF(names);
    return globals;
bad:
    Py_XDECREF(names);
    Py_XDECREF(globals);
    return NULL;
}

/* SaveResetException */
      #if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    #if PY_VERSION_HEX >= 0x030700A2
    *type = tstate->exc_state.exc_type;
    *value = tstate->exc_state.exc_value;
    *tb = tstate->exc_state.exc_traceback;
    #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    #endif
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if PY_VERSION_HEX >= 0x030700A2
    tmp_type = tstate->exc_state.exc_type;
    tmp_value = tstate->exc_state.exc_value;
    tmp_tb = tstate->exc_state.exc_traceback;
    tstate->exc_state.exc_type = type;
    tstate->exc_state.exc_value = value;
    tstate->exc_state.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

/* GetException */
      #if CYTHON_FAST_THREAD_STATE
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
#endif
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_FAST_THREAD_STATE
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_FAST_THREAD_STATE
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
    #endif
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_FAST_THREAD_STATE
    #if PY_VERSION_HEX >= 0x030700A2
    tmp_type = tstate->exc_state.exc_type;
    tmp_value = tstate->exc_state.exc_value;
    tmp_tb = tstate->exc_state.exc_traceback;
    tstate->exc_state.exc_type = local_type;
    tstate->exc_state.exc_value = local_value;
    tstate->exc_state.exc_traceback = local_tb;
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

/* FetchCommonType */
        static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* fake_module;
    PyTypeObject* cached_type = NULL;
    fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
    if (!fake_module) return NULL;
    Py_INCREF(fake_module);
    cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
    if (cached_type) {
        if (!PyType_Check((PyObject*)cached_type)) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s is not a type object",
                type->tp_name);
            goto bad;
        }
        if (cached_type->tp_basicsize != type->tp_basicsize) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s has the wrong size, try recompiling",
                type->tp_name);
            goto bad;
        }
    } else {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
        PyErr_Clear();
        if (PyType_Ready(type) < 0) goto bad;
        if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
            goto bad;
        Py_INCREF(type);
        cached_type = type;
    }
done:
    Py_DECREF(fake_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

/* CythonFunction */
        #include <structmember.h>
static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    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 = PySequence_ITEM(res, 0);
    if (unlikely(!op->defaults_tuple)) result = -1;
    else {
        op->defaults_kwdict = 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) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__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 PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromString(m->func.m_ml->ml_name);
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type);
    if (op == NULL)
        return NULL;
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    PyObject_GC_Track(op);
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyObject_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    __Pyx__CyFunction_dealloc(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
    return __Pyx_PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = f->m_ml->ml_meth;
    Py_ssize_t size;
    switch (f->m_ml->ml_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)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 0))
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 1)) {
                PyObject *result, *arg0;
                #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                arg0 = PyTuple_GET_ITEM(arg, 0);
                #else
                arg0 = 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;
            }
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw);
}
static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
    PyObject *result;
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        Py_ssize_t argc;
        PyObject *new_args;
        PyObject *self;
        argc = PyTuple_GET_SIZE(args);
        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);
            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;
}
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_CallAsMethod,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_CyFunction_descr_get,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
};
static int __pyx_CyFunction_init(void) {
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (unlikely(__pyx_CyFunctionType == NULL)) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyObject_Malloc(size);
    if (unlikely(!m->defaults))
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    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);
}

/* CalculateMetaclass */
            static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) {
    Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases);
    for (i=0; i < nbases; i++) {
        PyTypeObject *tmptype;
        PyObject *tmp = PyTuple_GET_ITEM(bases, i);
        tmptype = Py_TYPE(tmp);
#if PY_MAJOR_VERSION < 3
        if (tmptype == &PyClass_Type)
            continue;
#endif
        if (!metaclass) {
            metaclass = tmptype;
            continue;
        }
        if (PyType_IsSubtype(metaclass, tmptype))
            continue;
        if (PyType_IsSubtype(tmptype, metaclass)) {
            metaclass = tmptype;
            continue;
        }
        PyErr_SetString(PyExc_TypeError,
                        "metaclass conflict: "
                        "the metaclass of a derived class "
                        "must be a (non-strict) subclass "
                        "of the metaclasses of all its bases");
        return NULL;
    }
    if (!metaclass) {
#if PY_MAJOR_VERSION < 3
        metaclass = &PyClass_Type;
#else
        metaclass = &PyType_Type;
#endif
    }
    Py_INCREF((PyObject*) metaclass);
    return (PyObject*) metaclass;
}

/* Py3ClassCreate */
            static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name,
                                           PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) {
    PyObject *ns;
    if (metaclass) {
        PyObject *prep = __Pyx_PyObject_GetAttrStr(metaclass, __pyx_n_s_prepare);
        if (prep) {
            PyObject *pargs = PyTuple_Pack(2, name, bases);
            if (unlikely(!pargs)) {
                Py_DECREF(prep);
                return NULL;
            }
            ns = PyObject_Call(prep, pargs, mkw);
            Py_DECREF(prep);
            Py_DECREF(pargs);
        } else {
            if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError)))
                return NULL;
            PyErr_Clear();
            ns = PyDict_New();
        }
    } else {
        ns = PyDict_New();
    }
    if (unlikely(!ns))
        return NULL;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad;
    if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad;
    return ns;
bad:
    Py_DECREF(ns);
    return NULL;
}
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases,
                                      PyObject *dict, PyObject *mkw,
                                      int calculate_metaclass, int allow_py2_metaclass) {
    PyObject *result, *margs;
    PyObject *owned_metaclass = NULL;
    if (allow_py2_metaclass) {
        owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass);
        if (owned_metaclass) {
            metaclass = owned_metaclass;
        } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) {
            PyErr_Clear();
        } else {
            return NULL;
        }
    }
    if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) {
        metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases);
        Py_XDECREF(owned_metaclass);
        if (unlikely(!metaclass))
            return NULL;
        owned_metaclass = metaclass;
    }
    margs = PyTuple_Pack(3, name, bases, dict);
    if (unlikely(!margs)) {
        result = NULL;
    } else {
        result = PyObject_Call(metaclass, margs, mkw);
        Py_DECREF(margs);
    }
    Py_XDECREF(owned_metaclass);
    return result;
}

/* CLineInTraceback */
            #ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(CYTHON_UNUSED PyThreadState *tstate, int c_line) {
    PyObject *use_cline;
    PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject **cython_runtime_dict;
#endif
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
      use_cline = __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback);
    } else
#endif
    {
      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
      if (use_cline_obj) {
        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
        Py_DECREF(use_cline_obj);
      } else {
        PyErr_Clear();
        use_cline = NULL;
      }
    }
    if (!use_cline) {
        c_line = 0;
        PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
    }
    else if (PyObject_Not(use_cline) != 0) {
        c_line = 0;
    }
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

/* CodeObjectCache */
            static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = start + (end - start) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, (size_t)new_max*sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

/* AddTraceback */
            #include "compile.h"
#include "frameobject.h"
#include "traceback.h"
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    #if PY_MAJOR_VERSION < 3
    py_srcfile = PyString_FromString(filename);
    #else
    py_srcfile = PyUnicode_FromString(filename);
    #endif
    if (!py_srcfile) goto bad;
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        #else
        py_funcname = PyUnicode_FromString(funcname);
        #endif
    }
    if (!py_funcname) goto bad;
    py_code = __Pyx_PyCode_New(
        0,
        0,
        0,
        0,
        0,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    Py_DECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_srcfile);
    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;
    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) {
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) goto bad;
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*PyThreadState *tstate,*/
        py_code,           /*PyCodeObject *code,*/
        __pyx_d,    /*PyObject *globals,*/
        0                  /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

/* CIntFromPyVerify */
            #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        func_type value = func_value;\
        if (sizeof(target_type) < sizeof(func_type)) {\
            if (unlikely(value != (func_type) (target_type) value)) {\
                func_type zero = 0;\
                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
    const int neg_one = (int) -1, const_zero = (int) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(int) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
    }
}

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int64_t(int64_t value) {
    const int64_t neg_one = (int64_t) -1, const_zero = (int64_t) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(int64_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int64_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int64_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(int64_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int64_t) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(int64_t),
                                     little, !is_unsigned);
    }
}

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
    const long neg_one = (long) -1, const_zero = (long) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(long) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
    }
}

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value) {
    const int32_t neg_one = (int32_t) -1, const_zero = (int32_t) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(int32_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int32_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int32_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(int32_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int32_t) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(int32_t),
                                     little, !is_unsigned);
    }
}

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value) {
    const uint64_t neg_one = (uint64_t) -1, const_zero = (uint64_t) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(uint64_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(uint64_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(uint64_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(uint64_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(uint64_t) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(uint64_t),
                                     little, !is_unsigned);
    }
}

/* CIntFromPy */
            static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) -1, const_zero = (int) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
                            return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
                            return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
                            return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (int) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

/* CIntFromPy */
            static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) -1, const_zero = (long) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(long) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
                            return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
                            return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
                            return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (long) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            long val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

/* CIntFromPy */
            static CYTHON_INLINE int64_t __Pyx_PyInt_As_int64_t(PyObject *x) {
    const int64_t neg_one = (int64_t) -1, const_zero = (int64_t) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int64_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int64_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int64_t) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int64_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(int64_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(int64_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) >= 2 * PyLong_SHIFT) {
                            return (int64_t) (((((int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int64_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) >= 3 * PyLong_SHIFT) {
                            return (int64_t) (((((((int64_t)digits[2]) << PyLong_SHIFT) | (int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int64_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) >= 4 * PyLong_SHIFT) {
                            return (int64_t) (((((((((int64_t)digits[3]) << PyLong_SHIFT) | (int64_t)digits[2]) << PyLong_SHIFT) | (int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (int64_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(int64_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int64_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int64_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int64_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int64_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(int64_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(int64_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(int64_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) - 1 > 2 * PyLong_SHIFT) {
                            return (int64_t) (((int64_t)-1)*(((((int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(int64_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) - 1 > 2 * PyLong_SHIFT) {
                            return (int64_t) ((((((int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(int64_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) - 1 > 3 * PyLong_SHIFT) {
                            return (int64_t) (((int64_t)-1)*(((((((int64_t)digits[2]) << PyLong_SHIFT) | (int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int64_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) - 1 > 3 * PyLong_SHIFT) {
                            return (int64_t) ((((((((int64_t)digits[2]) << PyLong_SHIFT) | (int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(int64_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) - 1 > 4 * PyLong_SHIFT) {
                            return (int64_t) (((int64_t)-1)*(((((((((int64_t)digits[3]) << PyLong_SHIFT) | (int64_t)digits[2]) << PyLong_SHIFT) | (int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int64_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int64_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int64_t) - 1 > 4 * PyLong_SHIFT) {
                            return (int64_t) ((((((((((int64_t)digits[3]) << PyLong_SHIFT) | (int64_t)digits[2]) << PyLong_SHIFT) | (int64_t)digits[1]) << PyLong_SHIFT) | (int64_t)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(int64_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int64_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int64_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int64_t, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int64_t val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int64_t) -1;
        }
    } else {
        int64_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (int64_t) -1;
        val = __Pyx_PyInt_As_int64_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int64_t");
    return (int64_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int64_t");
    return (int64_t) -1;
}

/* CIntFromPy */
            static CYTHON_INLINE unsigned char __Pyx_PyInt_As_unsigned_char(PyObject *x) {
    const unsigned char neg_one = (unsigned char) -1, const_zero = (unsigned char) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(unsigned char) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(unsigned char, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (unsigned char) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (unsigned char) 0;
                case  1: __PYX_VERIFY_RETURN_INT(unsigned char, digit, digits[0])
                case 2:
                    if (8 * sizeof(unsigned char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) >= 2 * PyLong_SHIFT) {
                            return (unsigned char) (((((unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(unsigned char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) >= 3 * PyLong_SHIFT) {
                            return (unsigned char) (((((((unsigned char)digits[2]) << PyLong_SHIFT) | (unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(unsigned char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) >= 4 * PyLong_SHIFT) {
                            return (unsigned char) (((((((((unsigned char)digits[3]) << PyLong_SHIFT) | (unsigned char)digits[2]) << PyLong_SHIFT) | (unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (unsigned char) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(unsigned char) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned char, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(unsigned char) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (unsigned char) 0;
                case -1: __PYX_VERIFY_RETURN_INT(unsigned char, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(unsigned char,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(unsigned char) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) - 1 > 2 * PyLong_SHIFT) {
                            return (unsigned char) (((unsigned char)-1)*(((((unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(unsigned char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) - 1 > 2 * PyLong_SHIFT) {
                            return (unsigned char) ((((((unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(unsigned char) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) - 1 > 3 * PyLong_SHIFT) {
                            return (unsigned char) (((unsigned char)-1)*(((((((unsigned char)digits[2]) << PyLong_SHIFT) | (unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(unsigned char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) - 1 > 3 * PyLong_SHIFT) {
                            return (unsigned char) ((((((((unsigned char)digits[2]) << PyLong_SHIFT) | (unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(unsigned char) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) - 1 > 4 * PyLong_SHIFT) {
                            return (unsigned char) (((unsigned char)-1)*(((((((((unsigned char)digits[3]) << PyLong_SHIFT) | (unsigned char)digits[2]) << PyLong_SHIFT) | (unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(unsigned char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(unsigned char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(unsigned char) - 1 > 4 * PyLong_SHIFT) {
                            return (unsigned char) ((((((((((unsigned char)digits[3]) << PyLong_SHIFT) | (unsigned char)digits[2]) << PyLong_SHIFT) | (unsigned char)digits[1]) << PyLong_SHIFT) | (unsigned char)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(unsigned char) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned char, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(unsigned char) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(unsigned char, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            unsigned char val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (unsigned char) -1;
        }
    } else {
        unsigned char val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (unsigned char) -1;
        val = __Pyx_PyInt_As_unsigned_char(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to unsigned char");
    return (unsigned char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to unsigned char");
    return (unsigned char) -1;
}

/* CIntFromPy */
            static CYTHON_INLINE int32_t __Pyx_PyInt_As_int32_t(PyObject *x) {
    const int32_t neg_one = (int32_t) -1, const_zero = (int32_t) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int32_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int32_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int32_t) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int32_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(int32_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(int32_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) >= 2 * PyLong_SHIFT) {
                            return (int32_t) (((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int32_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) >= 3 * PyLong_SHIFT) {
                            return (int32_t) (((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int32_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) >= 4 * PyLong_SHIFT) {
                            return (int32_t) (((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (int32_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(int32_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int32_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int32_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int32_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int32_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(int32_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(int32_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(int32_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT) {
                            return (int32_t) (((int32_t)-1)*(((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(int32_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT) {
                            return (int32_t) ((((((int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(int32_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT) {
                            return (int32_t) (((int32_t)-1)*(((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int32_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT) {
                            return (int32_t) ((((((((int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(int32_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) - 1 > 4 * PyLong_SHIFT) {
                            return (int32_t) (((int32_t)-1)*(((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int32_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int32_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int32_t) - 1 > 4 * PyLong_SHIFT) {
                            return (int32_t) ((((((((((int32_t)digits[3]) << PyLong_SHIFT) | (int32_t)digits[2]) << PyLong_SHIFT) | (int32_t)digits[1]) << PyLong_SHIFT) | (int32_t)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(int32_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int32_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int32_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int32_t, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int32_t val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int32_t) -1;
        }
    } else {
        int32_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (int32_t) -1;
        val = __Pyx_PyInt_As_int32_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int32_t");
    return (int32_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int32_t");
    return (int32_t) -1;
}

/* CIntFromPy */
            static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *x) {
    const uint64_t neg_one = (uint64_t) -1, const_zero = (uint64_t) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(uint64_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(uint64_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (uint64_t) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (uint64_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(uint64_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) >= 2 * PyLong_SHIFT) {
                            return (uint64_t) (((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(uint64_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) >= 3 * PyLong_SHIFT) {
                            return (uint64_t) (((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(uint64_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) >= 4 * PyLong_SHIFT) {
                            return (uint64_t) (((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (uint64_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(uint64_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(uint64_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (uint64_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(uint64_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(uint64_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(uint64_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT) {
                            return (uint64_t) (((uint64_t)-1)*(((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(uint64_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT) {
                            return (uint64_t) ((((((uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(uint64_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT) {
                            return (uint64_t) (((uint64_t)-1)*(((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(uint64_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT) {
                            return (uint64_t) ((((((((uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(uint64_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 4 * PyLong_SHIFT) {
                            return (uint64_t) (((uint64_t)-1)*(((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(uint64_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint64_t) - 1 > 4 * PyLong_SHIFT) {
                            return (uint64_t) ((((((((((uint64_t)digits[3]) << PyLong_SHIFT) | (uint64_t)digits[2]) << PyLong_SHIFT) | (uint64_t)digits[1]) << PyLong_SHIFT) | (uint64_t)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(uint64_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(uint64_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint64_t, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            uint64_t val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (uint64_t) -1;
        }
    } else {
        uint64_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (uint64_t) -1;
        val = __Pyx_PyInt_As_uint64_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to uint64_t");
    return (uint64_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to uint64_t");
    return (uint64_t) -1;
}

/* FastTypeChecks */
            #if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = a->tp_base;
        if (a == b)
            return 1;
    }
    return b == &PyBaseObject_Type;
}
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (a == b) return 1;
    mro = a->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(a, b);
}
#if PY_MAJOR_VERSION == 2
static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
    PyObject *exception, *value, *tb;
    int res;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&exception, &value, &tb);
    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
    if (unlikely(res == -1)) {
        PyErr_WriteUnraisable(err);
        res = 0;
    }
    if (!res) {
        res = PyObject_IsSubclass(err, exc_type2);
        if (unlikely(res == -1)) {
            PyErr_WriteUnraisable(err);
            res = 0;
        }
    }
    __Pyx_ErrRestore(exception, value, tb);
    return res;
}
#else
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
    if (!res) {
        res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
    return res;
}
#endif
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
    if (likely(err == exc_type)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
    }
    return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *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

/* CheckBinaryVersion */
            static int __Pyx_check_binary_version(void) {
    char ctversion[4], rtversion[4];
    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        return PyErr_WarnEx(NULL, message, 1);
    }
    return 0;
}

/* VoidPtrExport */
            static int __Pyx_ExportVoidPtr(PyObject *name, void *p, const char *sig) {
    PyObject *d;
    PyObject *cobj = 0;
    d = PyDict_GetItem(__pyx_d, __pyx_n_s_pyx_capi);
    Py_XINCREF(d);
    if (!d) {
        d = PyDict_New();
        if (!d)
            goto bad;
        if (__Pyx_PyObject_SetAttrStr(__pyx_m, __pyx_n_s_pyx_capi, d) < 0)
            goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(p, sig, 0);
#else
    cobj = PyCObject_FromVoidPtrAndDesc(p, (void *)sig, 0);
#endif
    if (!cobj)
        goto bad;
    if (PyDict_SetItem(d, name, cobj) < 0)
        goto bad;
    Py_DECREF(cobj);
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(cobj);
    Py_XDECREF(d);
    return -1;
}

/* ModuleImport */
            #ifndef __PYX_HAVE_RT_ImportModule
#define __PYX_HAVE_RT_ImportModule
static PyObject *__Pyx_ImportModule(const char *name) {
    PyObject *py_name = 0;
    PyObject *py_module = 0;
    py_name = __Pyx_PyIdentifier_FromString(name);
    if (!py_name)
        goto bad;
    py_module = PyImport_Import(py_name);
    Py_DECREF(py_name);
    return py_module;
bad:
    Py_XDECREF(py_name);
    return 0;
}
#endif

/* TypeImport */
            #ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
    size_t size, int strict)
{
    PyObject *py_module = 0;
    PyObject *result = 0;
    PyObject *py_name = 0;
    char warning[200];
    Py_ssize_t basicsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
#endif
    py_module = __Pyx_ImportModule(module_name);
    if (!py_module)
        goto bad;
    py_name = __Pyx_PyIdentifier_FromString(class_name);
    if (!py_name)
        goto bad;
    result = PyObject_GetAttr(py_module, py_name);
    Py_DECREF(py_name);
    py_name = 0;
    Py_DECREF(py_module);
    py_module = 0;
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s.%.200s is not a type object",
            module_name, class_name);
        goto bad;
    }
#ifndef Py_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
#else
    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
    if (!py_basicsize)
        goto bad;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = 0;
    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if (!strict && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility. Expected %zd, got %zd",
            module_name, class_name, basicsize, size);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    else if ((size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s has the wrong size, try recompiling. Expected %zd, got %zd",
            module_name, class_name, basicsize, size);
        goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(py_module);
    Py_XDECREF(result);
    return NULL;
}
#endif

/* VoidPtrImport */
            #ifndef __PYX_HAVE_RT_ImportVoidPtr
#define __PYX_HAVE_RT_ImportVoidPtr
static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, name);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C variable %.200s",
                PyModule_GetName(module), name);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    *p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, desc);
        goto bad;
    }
    *p = PyCObject_AsVoidPtr(cobj);}
#endif
    if (!(*p))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* FunctionImport */
            #ifndef __PYX_HAVE_RT_ImportFunction
#define __PYX_HAVE_RT_ImportFunction
static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, funcname);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C function %.200s",
                PyModule_GetName(module), funcname);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    tmp.p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, desc);
        goto bad;
    }
    tmp.p = PyCObject_AsVoidPtr(cobj);}
#endif
    *f = tmp.fp;
    if (!(*f))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* InitStrings */
            static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        if (PyObject_Hash(*t->p) == -1)
            return -1;
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    char* defenc_c;
    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
    if (!defenc) return NULL;
    defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    {
        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
        char* c;
        for (c = defenc_c; c < end; c++) {
            if ((unsigned char) (*c) >= 128) {
                PyUnicode_AsASCIIString(o);
                return NULL;
            }
        }
    }
#endif
    *length = PyBytes_GET_SIZE(defenc);
    return defenc_c;
}
#else
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(PyUnicode_IS_ASCII(o))) {
        *length = PyUnicode_GET_LENGTH(o);
        return PyUnicode_AsUTF8(o);
    } else {
        PyUnicode_AsASCIIString(o);
        return NULL;
    }
#else
    return PyUnicode_AsUTF8AndSize(o, length);
#endif
}
#endif
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
#if PY_MAJOR_VERSION >= 3
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type %.200s).  "
                "The ability to return an instance of a strict subclass of int "
                "is deprecated, and may be removed in a future version of Python.",
                Py_TYPE(result)->tp_name)) {
            Py_DECREF(result);
            return NULL;
        }
        return result;
    }
#endif
    PyErr_Format(PyExc_TypeError,
                 "__%.4s__ returned non-%.4s (type %.200s)",
                 type_name, type_name, Py_TYPE(result)->tp_name);
    Py_DECREF(result);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_Check(x) || PyLong_Check(x)))
#else
  if (likely(PyLong_Check(x)))
#endif
    return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
  m = Py_TYPE(x)->tp_as_number;
  #if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = m->nb_int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = m->nb_long(x);
  }
  #else
  if (likely(m && m->nb_int)) {
    name = "int";
    res = m->nb_int(x);
  }
  #endif
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
    res = PyNumber_Int(x);
  }
#endif
  if (likely(res)) {
#if PY_MAJOR_VERSION < 3
    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
#else
    if (unlikely(!PyLong_CheckExact(res))) {
#endif
        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b))) {
    if (sizeof(Py_ssize_t) >= sizeof(long))
        return PyInt_AS_LONG(b);
    else
        return PyInt_AsSsize_t(x);
  }
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    const digit* digits = ((PyLongObject*)b)->ob_digit;
    const Py_ssize_t size = Py_SIZE(b);
    if (likely(__Pyx_sst_abs(size) <= 1)) {
        ival = likely(size) ? digits[0] : 0;
        if (size == -1) ival = -ival;
        return ival;
    } else {
      switch (size) {
         case 2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
      }
    }
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
