/* Generated by Cython 0.26 */

/* BEGIN: Cython Metadata
{
    "distutils": {
        "depends": [
            "cpp-btree/btree_set.h",
            "discodop/_containers.h",
            "discodop/bitcount.h",
            "discodop/macros.h"
        ],
        "extra_compile_args": [
            "-Isparsepp/",
            "-Wno-strict-prototypes",
            "-Wno-unused-function",
            "-Wno-unreachable-code",
            "-Wno-sign-compare",
            "-D__STDC_LIMIT_MACROS",
            "-O3",
            "-march=native",
            "-DNDEBUG"
        ],
        "extra_link_args": [
            "-DNDEBUG"
        ],
        "include_dirs": [
            "./discodop",
            "discodop"
        ],
        "language": "c++",
        "name": "discodop.plcfrs",
        "sources": [
            "discodop/plcfrs.pyx"
        ]
    },
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}
END: Cython Metadata */

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#define __PYX_HAVE__discodop__plcfrs
#define __PYX_HAVE_API__discodop__plcfrs
#include <string.h>
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#include "ios"
#include "new"
#include "stdexcept"
#include "typeinfo"
#include <utility>
#include <math.h>
#include <string>
#include <stdio.h>
#include "macros.h"
#include "bitcount.h"
#include "_containers.h"
#include "../cpp-btree/btree_set.h"
#include "pythread.h"
#include "pystate.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

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#define CYTHON_WITHOUT_ASSERTIONS
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#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
    (sizeof(type) < sizeof(Py_ssize_t))  ||\
    (sizeof(type) > sizeof(Py_ssize_t) &&\
          likely(v < (type)PY_SSIZE_T_MAX ||\
                 v == (type)PY_SSIZE_T_MAX)  &&\
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
                                v == (type)PY_SSIZE_T_MIN)))  ||\
    (sizeof(type) == sizeof(Py_ssize_t) &&\
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
                               v == (type)PY_SSIZE_T_MAX)))  )
#if defined (__cplusplus) && __cplusplus >= 201103L
    #include <cstdlib>
    #define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER) && defined (_M_X64)
    #define __Pyx_sst_abs(value) _abs64(value)
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
    #define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyObject_AsWritableString(s)    ((char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
#if PY_MAJOR_VERSION < 3
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
{
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#else
#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen
#endif
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
#define __Pyx_PyBool_FromLong(b) ((b) ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False))
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
#if CYTHON_ASSUME_SAFE_MACROS
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#else
#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
#endif
#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    PyObject* ascii_chars_u = NULL;
    PyObject* ascii_chars_b = NULL;
    const char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    if (strcmp(default_encoding_c, "ascii") == 0) {
        __Pyx_sys_getdefaultencoding_not_ascii = 0;
    } else {
        char ascii_chars[128];
        int c;
        for (c = 0; c < 128; c++) {
            ascii_chars[c] = c;
        }
        __Pyx_sys_getdefaultencoding_not_ascii = 1;
        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
        if (!ascii_chars_u) goto bad;
        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
            PyErr_Format(
                PyExc_ValueError,
                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
                default_encoding_c);
            goto bad;
        }
        Py_DECREF(ascii_chars_u);
        Py_DECREF(ascii_chars_b);
    }
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return -1;
}
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#else
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
static char* __PYX_DEFAULT_STRING_ENCODING;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c));
    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    return -1;
}
#endif
#endif


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

static PyObject *__pyx_m;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_cython_runtime;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static PyObject *__pyx_empty_unicode;
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[] = {
  "discodop/plcfrs.pyx",
  "discodop/containers.pxd",
  "array.pxd",
  "stringsource",
  "type.pxd",
};
/* MemviewSliceStruct.proto */
struct __pyx_memoryview_obj;
typedef struct {
  struct __pyx_memoryview_obj *memview;
  char *data;
  Py_ssize_t shape[8];
  Py_ssize_t strides[8];
  Py_ssize_t suboffsets[8];
} __Pyx_memviewslice;

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

/* Atomics.proto */
#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __pyx_atomic_int_type int
#if CYTHON_ATOMICS && __GNUC__ >= 4 && (__GNUC_MINOR__ > 1 ||\
                    (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL >= 2)) &&\
                    !defined(__i386__)
    #define __pyx_atomic_incr_aligned(value, lock) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_aligned(value, lock) __sync_fetch_and_sub(value, 1)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && defined(_MSC_VER) && 0
    #include <Windows.h>
    #undef __pyx_atomic_int_type
    #define __pyx_atomic_int_type LONG
    #define __pyx_atomic_incr_aligned(value, lock) InterlockedIncrement(value)
    #define __pyx_atomic_decr_aligned(value, lock) InterlockedDecrement(value)
    #ifdef __PYX_DEBUG_ATOMICS
        #pragma message ("Using MSVC atomics")
    #endif
#elif CYTHON_ATOMICS && (defined(__ICC) || defined(__INTEL_COMPILER)) && 0
    #define __pyx_atomic_incr_aligned(value, lock) _InterlockedIncrement(value)
    #define __pyx_atomic_decr_aligned(value, lock) _InterlockedDecrement(value)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using Intel atomics"
    #endif
#else
    #undef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 0
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Not using atomics"
    #endif
#endif
typedef volatile __pyx_atomic_int_type __pyx_atomic_int;
#if CYTHON_ATOMICS
    #define __pyx_add_acquisition_count(memview)\
             __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock)
#else
    #define __pyx_add_acquisition_count(memview)\
            __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview)\
            __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
#endif

/* None.proto */
#if defined(__GNUC__)
#define __Pyx_PACKED __attribute__((__packed__))
#else
#define __Pyx_PACKED
#endif


/* "containers.pxd":21
 * include "constants.pxi"
 * 
 * ctypedef uint16_t Idx  # PCFG chart indices; max 16 bits.             # <<<<<<<<<<<<<<
 * 
 * cdef extern from "_containers.h":
 */
typedef uint16_t __pyx_t_8discodop_10containers_Idx;

/*--- Type declarations ---*/
#ifndef _ARRAYARRAY_H
struct arrayobject;
typedef struct arrayobject arrayobject;
#endif
struct __pyx_obj_8discodop_10containers_StringList;
struct __pyx_obj_8discodop_10containers_StringIntDict;
struct __pyx_obj_8discodop_10containers_Grammar;
struct __pyx_obj_8discodop_10containers_Chart;
struct __pyx_obj_8discodop_10containers_Whitelist;
struct __pyx_obj_8discodop_10containers_Ctrees;
struct __pyx_obj_8discodop_10containers_Vocabulary;
struct __pyx_obj_8discodop_10containers_FixedVocabulary;
struct __pyx_obj_8discodop_6plcfrs_LCFRSChart;
struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart;
struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart;
struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct__hasnode;
struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct_1_genexpr;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;
struct __pyx_t_8discodop_10containers_Node;
struct __pyx_t_8discodop_10containers_NodeArray;
union __pyx_t_8discodop_10containers_ItemType;
struct __pyx_t_8discodop_10containers_DArray;

/* "containers.pxd":638
 * # start fragments stuff
 * 
 * cdef packed struct Node:  # a node of a binary tree             # <<<<<<<<<<<<<<
 * 	int32_t prod # >= 0: production ID; -1: unseen production
 * 	int16_t left  # >= 0: array idx to child Node; <0: idx sent[-left - 1];
 */
#if defined(__SUNPRO_C)
  #pragma pack(1)
#elif !defined(__GNUC__)
  #pragma pack(push, 1)
#endif
struct __Pyx_PACKED __pyx_t_8discodop_10containers_Node {
  int32_t prod;
  int16_t left;
  int16_t right;
};
#if defined(__SUNPRO_C)
  #pragma pack()
#elif !defined(__GNUC__)
  #pragma pack(pop)
#endif

/* "containers.pxd":644
 * 
 * 
 * cdef packed struct NodeArray:  # a tree as an array of Node structs             # <<<<<<<<<<<<<<
 * 	uint32_t offset  # index to Node array where this tree starts
 * 	int16_t len, root  # number of nodes, index to root node
 */
#if defined(__SUNPRO_C)
  #pragma pack(1)
#elif !defined(__GNUC__)
  #pragma pack(push, 1)
#endif
struct __Pyx_PACKED __pyx_t_8discodop_10containers_NodeArray {
  uint32_t offset;
  int16_t len;
  int16_t root;
};
#if defined(__SUNPRO_C)
  #pragma pack()
#elif !defined(__GNUC__)
  #pragma pack(pop)
#endif

/* "containers.pxd":664
 * 
 * 
 * cdef union ItemType:             # <<<<<<<<<<<<<<
 * 	void *ptr
 * 	char *aschar
 */
union __pyx_t_8discodop_10containers_ItemType {
  void *ptr;
  char *aschar;
  uint32_t *asint;
};

/* "containers.pxd":670
 * 
 * 
 * cdef struct DArray:             # <<<<<<<<<<<<<<
 * 	uint8_t itemsize
 * 	uint32_t len
 */
struct __pyx_t_8discodop_10containers_DArray {
  uint8_t itemsize;
  uint32_t len;
  uint32_t capacity;
  union __pyx_t_8discodop_10containers_ItemType d;
};

/* "containers.pxd":509
 * 
 * @cython.final
 * cdef class StringList(object):             # <<<<<<<<<<<<<<
 * 	cdef vector[string] ob
 * 
 */
struct __pyx_obj_8discodop_10containers_StringList {
  PyObject_HEAD
  std::vector<std::string>  ob;
};


/* "containers.pxd":514
 * 
 * @cython.final
 * cdef class StringIntDict(object):             # <<<<<<<<<<<<<<
 * 	cdef sparse_hash_map[string, Label] ob
 * 
 */
struct __pyx_obj_8discodop_10containers_StringIntDict {
  PyObject_HEAD
  spp::sparse_hash_map<std::string,Label>  ob;
};


/* "containers.pxd":519
 * 
 * @cython.final
 * cdef class Grammar:             # <<<<<<<<<<<<<<
 * 	cdef ProbRule **bylhs
 * 	cdef ProbRule **unary
 */
struct __pyx_obj_8discodop_10containers_Grammar {
  PyObject_HEAD
  struct __pyx_vtabstruct_8discodop_10containers_Grammar *__pyx_vtab;
  ProbRule **bylhs;
  ProbRule **unary;
  ProbRule **lbinary;
  ProbRule **rbinary;
  std::vector<LexicalRule>  lexical;
  spp::sparse_hash_map<std::string,std::vector<uint32_t> >  lexicalbyword;
  spp::sparse_hash_map<Label,spp::sparse_hash_map<std::string,uint32_t> >  lexicalbylhs;
  Label *mapping;
  Label *selfmapping;
  Label **splitmapping;
  uint32_t *revrulemap;
  uint64_t *mask;
  std::vector<std::vector<Label> >  revmap;
  std::vector<uint8_t>  fanout;
  std::vector<ProbRule>  buf;
  RuleHashMap<uint32_t>  rulenos;
  size_t nonterminals;
  size_t phrasalnonterminals;
  size_t numrules;
  size_t numunary;
  size_t numbinary;
  size_t maxfanout;
  int logprob;
  int bitpar;
  PyObject *start;
  PyObject *rulesfile;
  PyObject *lexiconfile;
  PyObject *altweightsfile;
  PyObject *ruletuples;
  struct __pyx_obj_8discodop_10containers_StringList *tolabel;
  struct __pyx_obj_8discodop_10containers_StringIntDict *toid;
  PyObject *rulemapping;
  PyObject *selfrulemapping;
  PyObject *currentmodel;
  std::vector<Prob>  defaultmodel;
  PyObject *models;
};


/* "containers.pxd":560
 * # [ ] can we exploit bottom-up order of parser or previous CTF stages
 * # 		to pack the parse forest?
 * cdef class Chart:             # <<<<<<<<<<<<<<
 * 	cdef vector[Prob] probs
 * 	cdef vector[Prob] inside
 */
struct __pyx_obj_8discodop_10containers_Chart {
  PyObject_HEAD
  struct __pyx_vtabstruct_8discodop_10containers_Chart *__pyx_vtab;
  std::vector<Prob>  probs;
  std::vector<Prob>  inside;
  std::vector<Prob>  outside;
  std::vector<std::vector<Edge> >  parseforest;
  std::vector<std::vector<std::pair<RankedEdge,Prob> > >  rankededges;
  PyObject *derivations;
  struct __pyx_obj_8discodop_10containers_Grammar *grammar;
  PyObject *sent;
  short lensent;
  Label start;
  int logprob;
  int viterbi;
};


/* "containers.pxd":591
 * 
 * @cython.final
 * cdef class Whitelist:             # <<<<<<<<<<<<<<
 * 	cdef vector[sparse_hash_set[Label]] cfg  # span -> set of labels
 * 	# cdef vector[vector[Label]] cfg  # span -> sorted array of fine labels
 */
struct __pyx_obj_8discodop_10containers_Whitelist {
  PyObject_HEAD
  std::vector<spp::sparse_hash_set<Label> >  cfg;
  std::vector<SmallChartItemSet>  small;
  std::vector<FatChartItemSet>  fat;
  Label *mapping;
  Label **splitmapping;
};


/* "containers.pxd":650
 * 
 * @cython.final
 * cdef class Ctrees:             # <<<<<<<<<<<<<<
 * 	cdef Node *nodes
 * 	cdef NodeArray *trees
 */
struct __pyx_obj_8discodop_10containers_Ctrees {
  PyObject_HEAD
  struct __pyx_vtabstruct_8discodop_10containers_Ctrees *__pyx_vtab;
  struct __pyx_t_8discodop_10containers_Node *nodes;
  struct __pyx_t_8discodop_10containers_NodeArray *trees;
  long nodesleft;
  long max;
  size_t numnodes;
  size_t numwords;
  short maxnodes;
  int len;
  PyObject *prodindex;
  PyObject *_state;
};


/* "containers.pxd":677
 * 
 * 
 * cdef class Vocabulary:             # <<<<<<<<<<<<<<
 * 	cdef readonly dict prods  # production str. => int
 * 	cdef readonly dict labels  # label/word str => int
 */
struct __pyx_obj_8discodop_10containers_Vocabulary {
  PyObject_HEAD
  struct __pyx_vtabstruct_8discodop_10containers_Vocabulary *__pyx_vtab;
  PyObject *prods;
  PyObject *labels;
  struct __pyx_t_8discodop_10containers_DArray prodbuf;
  struct __pyx_t_8discodop_10containers_DArray labelbuf;
  struct __pyx_t_8discodop_10containers_DArray labelidx;
};


/* "containers.pxd":692
 * 
 * 
 * cdef class FixedVocabulary(Vocabulary):             # <<<<<<<<<<<<<<
 * 	cdef object state  # to keep buffer alive
 * 
 */
struct __pyx_obj_8discodop_10containers_FixedVocabulary {
  struct __pyx_obj_8discodop_10containers_Vocabulary __pyx_base;
  PyObject *state;
};


/* "discodop/plcfrs.pxd":30
 * 	FatChartItem
 * 
 * cdef class LCFRSChart(Chart):             # <<<<<<<<<<<<<<
 * 	cdef void addlexedge(self, ItemNo itemidx, short wordidx)
 * 	cdef void updateprob(self, ItemNo itemidx, Prob prob)
 */
struct __pyx_obj_8discodop_6plcfrs_LCFRSChart {
  struct __pyx_obj_8discodop_10containers_Chart __pyx_base;
};


/* "discodop/plcfrs.pxd":38
 * 
 * @cython.final
 * cdef class SmallLCFRSChart(LCFRSChart):             # <<<<<<<<<<<<<<
 * 	cdef vector[SmallChartItem] items
 * 	cdef SmallChartItemBtreeMap[ItemNo] itemindex
 */
struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart {
  struct __pyx_obj_8discodop_6plcfrs_LCFRSChart __pyx_base;
  std::vector<SmallChartItem>  items;
  SmallChartItemBtreeMap<ItemNo>  itemindex;
  SmallChartItemBtreeMap<Prob>  beambuckets;
};


/* "discodop/plcfrs.pxd":49
 * 
 * @cython.final
 * cdef class FatLCFRSChart(LCFRSChart):             # <<<<<<<<<<<<<<
 * 	cdef vector[FatChartItem] items
 * 	cdef FatChartItemBtreeMap[ItemNo] itemindex
 */
struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart {
  struct __pyx_obj_8discodop_6plcfrs_LCFRSChart __pyx_base;
  std::vector<FatChartItem>  items;
  FatChartItemBtreeMap<ItemNo>  itemindex;
  FatChartItemBtreeMap<Prob>  beambuckets;
};


/* "discodop/plcfrs.pyx":125
 * 				bin(self.items[itemidx].vec)[2:].zfill(self.lensent)[::-1])
 * 
 * 	def hasnode(self, node, Whitelist whitelist=None):             # <<<<<<<<<<<<<<
 * 		cdef SmallChartItem tmp
 * 		try:
 */
struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct__hasnode {
  PyObject_HEAD
  PyObject *__pyx_v_node;
};


/* "discodop/plcfrs.pyx":131
 * 		except KeyError:
 * 			return False
 * 		vec = sum(1 << n for n in node.leaves())             # <<<<<<<<<<<<<<
 * 		tmp = SmallChartItem(label, vec)
 * 		if whitelist is not None:
 */
struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct_1_genexpr {
  PyObject_HEAD
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/* "View.MemoryView":103
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 * 
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struct __pyx_array_obj {
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/* "View.MemoryView":275
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 * cdef class Enum(object):             # <<<<<<<<<<<<<<
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struct __pyx_MemviewEnum_obj {
  PyObject_HEAD
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/* "View.MemoryView":326
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */
struct __pyx_memoryview_obj {
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/* "View.MemoryView":951
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */
struct __pyx_memoryviewslice_obj {
  struct __pyx_memoryview_obj __pyx_base;
  __Pyx_memviewslice from_slice;
  PyObject *from_object;
  PyObject *(*to_object_func)(char *);
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/* "containers.pxd":519
 * 
 * @cython.final
 * cdef class Grammar:             # <<<<<<<<<<<<<<
 * 	cdef ProbRule **bylhs
 * 	cdef ProbRule **unary
 */

struct __pyx_vtabstruct_8discodop_10containers_Grammar {
  PyObject *(*_indexrules)(struct __pyx_obj_8discodop_10containers_Grammar *, ProbRule **, int, int);
  PyObject *(*rulestr)(struct __pyx_obj_8discodop_10containers_Grammar *, int, int __pyx_skip_dispatch);
  PyObject *(*noderuleno)(struct __pyx_obj_8discodop_10containers_Grammar *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*getruleno)(struct __pyx_obj_8discodop_10containers_Grammar *, PyObject *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*yfstr)(struct __pyx_obj_8discodop_10containers_Grammar *, ProbRule);
};
static struct __pyx_vtabstruct_8discodop_10containers_Grammar *__pyx_vtabptr_8discodop_10containers_Grammar;


/* "containers.pxd":560
 * # [ ] can we exploit bottom-up order of parser or previous CTF stages
 * # 		to pack the parse forest?
 * cdef class Chart:             # <<<<<<<<<<<<<<
 * 	cdef vector[Prob] probs
 * 	cdef vector[Prob] inside
 */

struct __pyx_vtabstruct_8discodop_10containers_Chart {
  int (*lexidx)(struct __pyx_obj_8discodop_10containers_Chart *, Edge);
  Prob (*subtreeprob)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo);
  Prob (*lexprob)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo, Edge);
  PyObject *(*edgestr)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo, Edge);
  ItemNo (*_left)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo, Edge);
  ItemNo (*_right)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo, Edge);
  ItemNo (*left)(struct __pyx_obj_8discodop_10containers_Chart *, RankedEdge);
  ItemNo (*right)(struct __pyx_obj_8discodop_10containers_Chart *, RankedEdge);
  Label (*label)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo);
  ItemNo (*getitemidx)(struct __pyx_obj_8discodop_10containers_Chart *, uint64_t);
  SmallChartItem (*asSmallChartItem)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo);
  FatChartItem (*asFatChartItem)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo);
  size_t (*asCFGspan)(struct __pyx_obj_8discodop_10containers_Chart *, ItemNo);
};
static struct __pyx_vtabstruct_8discodop_10containers_Chart *__pyx_vtabptr_8discodop_10containers_Chart;


/* "containers.pxd":650
 * 
 * @cython.final
 * cdef class Ctrees:             # <<<<<<<<<<<<<<
 * 	cdef Node *nodes
 * 	cdef NodeArray *trees
 */

struct __pyx_vtabstruct_8discodop_10containers_Ctrees {
  PyObject *(*alloc)(struct __pyx_obj_8discodop_10containers_Ctrees *, int, long, int __pyx_skip_dispatch);
  PyObject *(*realloc)(struct __pyx_obj_8discodop_10containers_Ctrees *, int, int);
  PyObject *(*addnodes)(struct __pyx_obj_8discodop_10containers_Ctrees *, struct __pyx_t_8discodop_10containers_Node *, int, int);
};
static struct __pyx_vtabstruct_8discodop_10containers_Ctrees *__pyx_vtabptr_8discodop_10containers_Ctrees;


/* "containers.pxd":677
 * 
 * 
 * cdef class Vocabulary:             # <<<<<<<<<<<<<<
 * 	cdef readonly dict prods  # production str. => int
 * 	cdef readonly dict labels  # label/word str => int
 */

struct __pyx_vtabstruct_8discodop_10containers_Vocabulary {
  PyObject *(*idtolabel)(struct __pyx_obj_8discodop_10containers_Vocabulary *, uint32_t);
  PyObject *(*getlabel)(struct __pyx_obj_8discodop_10containers_Vocabulary *, int);
  PyObject *(*getword)(struct __pyx_obj_8discodop_10containers_Vocabulary *, int);
  int (*islexical)(struct __pyx_obj_8discodop_10containers_Vocabulary *, int);
  int (*getprod)(struct __pyx_obj_8discodop_10containers_Vocabulary *, PyObject *, PyObject *);
  int (*_getprodid)(struct __pyx_obj_8discodop_10containers_Vocabulary *, PyObject *);
  int (*_getlabelid)(struct __pyx_obj_8discodop_10containers_Vocabulary *, PyObject *);
};
static struct __pyx_vtabstruct_8discodop_10containers_Vocabulary *__pyx_vtabptr_8discodop_10containers_Vocabulary;


/* "containers.pxd":692
 * 
 * 
 * cdef class FixedVocabulary(Vocabulary):             # <<<<<<<<<<<<<<
 * 	cdef object state  # to keep buffer alive
 * 
 */

struct __pyx_vtabstruct_8discodop_10containers_FixedVocabulary {
  struct __pyx_vtabstruct_8discodop_10containers_Vocabulary __pyx_base;
};
static struct __pyx_vtabstruct_8discodop_10containers_FixedVocabulary *__pyx_vtabptr_8discodop_10containers_FixedVocabulary;


/* "discodop/plcfrs.pyx":18
 * cdef FatChartItem FATCOMPONENT = FatChartItem(0)
 * 
 * cdef class LCFRSChart(Chart):             # <<<<<<<<<<<<<<
 * 	"""A chart for LCFRS grammars. An item is a ChartItem object."""
 * 	def __init__(self, Grammar grammar, list sent,
 */

struct __pyx_vtabstruct_8discodop_6plcfrs_LCFRSChart {
  struct __pyx_vtabstruct_8discodop_10containers_Chart __pyx_base;
  void (*addlexedge)(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *, ItemNo, short);
  void (*updateprob)(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *, ItemNo, Prob);
  void (*addprob)(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *, ItemNo, Prob);
  Prob (*_subtreeprob)(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *, ItemNo);
};
static struct __pyx_vtabstruct_8discodop_6plcfrs_LCFRSChart *__pyx_vtabptr_8discodop_6plcfrs_LCFRSChart;


/* "discodop/plcfrs.pyx":55
 * 
 * @cython.final
 * cdef class SmallLCFRSChart(LCFRSChart):             # <<<<<<<<<<<<<<
 * 	"""For sentences that fit into a single machine word."""
 * 	def __init__(self, Grammar grammar, list sent,
 */

struct __pyx_vtabstruct_8discodop_6plcfrs_SmallLCFRSChart {
  struct __pyx_vtabstruct_8discodop_6plcfrs_LCFRSChart __pyx_base;
  SmallChartItem (*_root)(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *);
  Label (*_label)(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, ItemNo);
  void (*addedge)(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, ItemNo, ItemNo, SmallChartItem &, ProbRule *);
};
static struct __pyx_vtabstruct_8discodop_6plcfrs_SmallLCFRSChart *__pyx_vtabptr_8discodop_6plcfrs_SmallLCFRSChart;
static SmallChartItem __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart__root(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *);
static Label __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart__label(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, ItemNo);
static void __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart_addedge(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, ItemNo, ItemNo, SmallChartItem &, ProbRule *);


/* "discodop/plcfrs.pyx":154
 * 
 * @cython.final
 * cdef class FatLCFRSChart(LCFRSChart):             # <<<<<<<<<<<<<<
 * 	"""LCFRS chart that supports longer sentences."""
 * 	def __init__(self, Grammar grammar, list sent,
 */

struct __pyx_vtabstruct_8discodop_6plcfrs_FatLCFRSChart {
  struct __pyx_vtabstruct_8discodop_6plcfrs_LCFRSChart __pyx_base;
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  Label (*_label)(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, ItemNo);
  void (*addedge)(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, ItemNo, ItemNo, FatChartItem &, ProbRule *);
};
static struct __pyx_vtabstruct_8discodop_6plcfrs_FatLCFRSChart *__pyx_vtabptr_8discodop_6plcfrs_FatLCFRSChart;
static FatChartItem __pyx_f_8discodop_6plcfrs_13FatLCFRSChart__root(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *);
static Label __pyx_f_8discodop_6plcfrs_13FatLCFRSChart__label(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, ItemNo);
static void __pyx_f_8discodop_6plcfrs_13FatLCFRSChart_addedge(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, ItemNo, ItemNo, FatChartItem &, ProbRule *);


/* "View.MemoryView":103
 * 
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
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struct __pyx_vtabstruct_array {
  PyObject *(*get_memview)(struct __pyx_array_obj *);
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/* "View.MemoryView":326
 * 
 * @cname('__pyx_memoryview')
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 * 
 *     cdef object obj
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struct __pyx_vtabstruct_memoryview {
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    (__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 CYTHON_INLINE 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);

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

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

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

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

/* PyObjectCallNoArg.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
#else
#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
#endif

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

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

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

/* PyUnicode_Substring.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Substring(
            PyObject* text, Py_ssize_t start, Py_ssize_t stop);

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

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

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

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

/* BufferFormatCheck.proto */
static CYTHON_INLINE int  __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type);

/* MemviewSliceInit.proto */
#define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d
#define __Pyx_MEMVIEW_DIRECT   1
#define __Pyx_MEMVIEW_PTR      2
#define __Pyx_MEMVIEW_FULL     4
#define __Pyx_MEMVIEW_CONTIG   8
#define __Pyx_MEMVIEW_STRIDED  16
#define __Pyx_MEMVIEW_FOLLOW   32
#define __Pyx_IS_C_CONTIG 1
#define __Pyx_IS_F_CONTIG 2
static int __Pyx_init_memviewslice(
                struct __pyx_memoryview_obj *memview,
                int ndim,
                __Pyx_memviewslice *memviewslice,
                int memview_is_new_reference);
static CYTHON_INLINE int __pyx_add_acquisition_count_locked(
    __pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(
    __pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p)
#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview))
#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__)
#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__)
static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int);
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int);

/* DictGetItem.proto */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
    PyObject *value;
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (!PyErr_Occurred()) {
            PyObject* args = PyTuple_Pack(1, key);
            if (likely(args))
                PyErr_SetObject(PyExc_KeyError, args);
            Py_XDECREF(args);
        }
        return NULL;
    }
    Py_INCREF(value);
    return value;
}
#else
    #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#endif

/* GetModuleGlobalName.proto */
static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name);

/* ExtTypeTest.proto */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

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

/* 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_SubtractObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_SubtractObjC(op1, op2, intval, inplace)\
    (inplace ? PyNumber_InPlaceSubtract(op1, op2) : PyNumber_Subtract(op1, op2))
#endif

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

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

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

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

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

/* UnaryNegOverflows.proto */
#define UNARY_NEG_WOULD_OVERFLOW(x)\
        (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))

static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/
/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

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

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

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

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

/* SwapException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSwap(type, value, tb)  __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);
#endif

static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
/* 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

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

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

/* ForceInitThreads.proto */
#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

/* NoFastGil.proto */
#define __Pyx_PyGILState_Ensure PyGILState_Ensure
#define __Pyx_PyGILState_Release PyGILState_Release
#define __Pyx_FastGIL_Remember()
#define __Pyx_FastGIL_Forget()
#define __Pyx_FastGilFuncInit()

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

/* CallNextTpDealloc.proto */
static void __Pyx_call_next_tp_dealloc(PyObject* obj, destructor current_tp_dealloc);

/* 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);

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

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

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

/* CLineInTraceback.proto */
static int __Pyx_CLineForTraceback(int c_line);

/* 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);

/* None.proto */
#include <new>

#if PY_MAJOR_VERSION < 3
    static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
    static void __Pyx_ReleaseBuffer(Py_buffer *view);
#else
    #define __Pyx_GetBuffer PyObject_GetBuffer
    #define __Pyx_ReleaseBuffer PyBuffer_Release
#endif


/* BufferStructDeclare.proto */
typedef struct {
  Py_ssize_t shape, strides, suboffsets;
} __Pyx_Buf_DimInfo;
typedef struct {
  size_t refcount;
  Py_buffer pybuffer;
} __Pyx_Buffer;
typedef struct {
  __Pyx_Buffer *rcbuffer;
  char *data;
  __Pyx_Buf_DimInfo diminfo[8];
} __Pyx_LocalBuf_ND;

/* None.proto */
static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0};
static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1};

/* MemviewSliceIsContig.proto */
static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs,
                                        char order, int ndim);

/* OverlappingSlices.proto */
static int __pyx_slices_overlap(__Pyx_memviewslice *slice1,
                                __Pyx_memviewslice *slice2,
                                int ndim, size_t itemsize);

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

/* CppExceptionConversion.proto */
#ifndef __Pyx_CppExn2PyErr
#include <new>
#include <typeinfo>
#include <stdexcept>
#include <ios>
static void __Pyx_CppExn2PyErr() {
  try {
    if (PyErr_Occurred())
      ; // let the latest Python exn pass through and ignore the current one
    else
      throw;
  } catch (const std::bad_alloc& exn) {
    PyErr_SetString(PyExc_MemoryError, exn.what());
  } catch (const std::bad_cast& exn) {
    PyErr_SetString(PyExc_TypeError, exn.what());
  } catch (const std::bad_typeid& exn) {
    PyErr_SetString(PyExc_TypeError, exn.what());
  } catch (const std::domain_error& exn) {
    PyErr_SetString(PyExc_ValueError, exn.what());
  } catch (const std::invalid_argument& exn) {
    PyErr_SetString(PyExc_ValueError, exn.what());
  } catch (const std::ios_base::failure& exn) {
    PyErr_SetString(PyExc_IOError, exn.what());
  } catch (const std::out_of_range& exn) {
    PyErr_SetString(PyExc_IndexError, exn.what());
  } catch (const std::overflow_error& exn) {
    PyErr_SetString(PyExc_OverflowError, exn.what());
  } catch (const std::range_error& exn) {
    PyErr_SetString(PyExc_ArithmeticError, exn.what());
  } catch (const std::underflow_error& exn) {
    PyErr_SetString(PyExc_ArithmeticError, exn.what());
  } catch (const std::exception& exn) {
    PyErr_SetString(PyExc_RuntimeError, exn.what());
  }
  catch (...)
  {
    PyErr_SetString(PyExc_RuntimeError, "Unknown exception");
  }
}
#endif

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint32_t(uint32_t value);

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

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_short(short value);

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

/* ArrayAPI.proto */
#ifndef _ARRAYARRAY_H
#define _ARRAYARRAY_H
typedef struct arraydescr {
    int typecode;
    int itemsize;
    PyObject * (*getitem)(struct arrayobject *, Py_ssize_t);
    int (*setitem)(struct arrayobject *, Py_ssize_t, PyObject *);
#if PY_MAJOR_VERSION >= 3
    char *formats;
#endif
} arraydescr;
struct arrayobject {
    PyObject_HEAD
    Py_ssize_t ob_size;
    union {
        char *ob_item;
        float *as_floats;
        double *as_doubles;
        int *as_ints;
        unsigned int *as_uints;
        unsigned char *as_uchars;
        signed char *as_schars;
        char *as_chars;
        unsigned long *as_ulongs;
        long *as_longs;
#if PY_MAJOR_VERSION >= 3
        unsigned long long *as_ulonglongs;
        long long *as_longlongs;
#endif
        short *as_shorts;
        unsigned short *as_ushorts;
        Py_UNICODE *as_pyunicodes;
        void *as_voidptr;
    } data;
    Py_ssize_t allocated;
    struct arraydescr *ob_descr;
    PyObject *weakreflist;
#if PY_MAJOR_VERSION >= 3
        int ob_exports;
#endif
};
#ifndef NO_NEWARRAY_INLINE
static CYTHON_INLINE PyObject * newarrayobject(PyTypeObject *type, Py_ssize_t size,
    struct arraydescr *descr) {
    arrayobject *op;
    size_t nbytes;
    if (size < 0) {
        PyErr_BadInternalCall();
        return NULL;
    }
    nbytes = size * descr->itemsize;
    if (nbytes / descr->itemsize != (size_t)size) {
        return PyErr_NoMemory();
    }
    op = (arrayobject *) type->tp_alloc(type, 0);
    if (op == NULL) {
        return NULL;
    }
    op->ob_descr = descr;
    op->allocated = size;
    op->weakreflist = NULL;
    op->ob_size = size;
    if (size <= 0) {
        op->data.ob_item = NULL;
    }
    else {
        op->data.ob_item = PyMem_NEW(char, nbytes);
        if (op->data.ob_item == NULL) {
            Py_DECREF(op);
            return PyErr_NoMemory();
        }
    }
    return (PyObject *) op;
}
#else
PyObject* newarrayobject(PyTypeObject *type, Py_ssize_t size,
    struct arraydescr *descr);
#endif
static CYTHON_INLINE int resize(arrayobject *self, Py_ssize_t n) {
    void *items = (void*) self->data.ob_item;
    PyMem_Resize(items, char, (size_t)(n * self->ob_descr->itemsize));
    if (items == NULL) {
        PyErr_NoMemory();
        return -1;
    }
    self->data.ob_item = (char*) items;
    self->ob_size = n;
    self->allocated = n;
    return 0;
}
static CYTHON_INLINE int resize_smart(arrayobject *self, Py_ssize_t n) {
    void *items = (void*) self->data.ob_item;
    Py_ssize_t newsize;
    if (n < self->allocated && n*4 > self->allocated) {
        self->ob_size = n;
        return 0;
    }
    newsize = n + (n / 2) + 1;
    if (newsize <= n) {
        PyErr_NoMemory();
        return -1;
    }
    PyMem_Resize(items, char, (size_t)(newsize * self->ob_descr->itemsize));
    if (items == NULL) {
        PyErr_NoMemory();
        return -1;
    }
    self->data.ob_item = (char*) items;
    self->ob_size = n;
    self->allocated = newsize;
    return 0;
}
#endif

/* MemviewSliceCopyTemplate.proto */
static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object);

/* CIntFromPy.proto */
static CYTHON_INLINE uint32_t __Pyx_PyInt_As_uint32_t(PyObject *);

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

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

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

/* CIntFromPy.proto */
static CYTHON_INLINE short __Pyx_PyInt_As_short(PyObject *);

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

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

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

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

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

/* CoroutineBase.proto */
typedef PyObject *(*__pyx_coroutine_body_t)(PyObject *, PyObject *);
typedef struct {
    PyObject_HEAD
    __pyx_coroutine_body_t body;
    PyObject *closure;
    PyObject *exc_type;
    PyObject *exc_value;
    PyObject *exc_traceback;
    PyObject *gi_weakreflist;
    PyObject *classobj;
    PyObject *yieldfrom;
    PyObject *gi_name;
    PyObject *gi_qualname;
    PyObject *gi_modulename;
    int resume_label;
    char is_running;
} __pyx_CoroutineObject;
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
    PyTypeObject *type, __pyx_coroutine_body_t body, PyObject *closure,
    PyObject *name, PyObject *qualname, PyObject *module_name);
static int __Pyx_Coroutine_clear(PyObject *self);
#if 1 || PY_VERSION_HEX < 0x030300B0
static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue);
#else
#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue)
#endif

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

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

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

/* TypeInfoCompare.proto */
static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b);

/* MemviewSliceValidateAndInit.proto */
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj);

/* ObjectToMemviewSlice.proto */
static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dsdsdsds_double(PyObject *);

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

/* 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 void __pyx_f_8discodop_6plcfrs_10LCFRSChart_addlexedge(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx, short __pyx_v_wordidx); /* proto*/
static void __pyx_f_8discodop_6plcfrs_10LCFRSChart_updateprob(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx, Prob __pyx_v_prob); /* proto*/
static void __pyx_f_8discodop_6plcfrs_10LCFRSChart_addprob(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx, Prob __pyx_v_prob); /* proto*/
static Prob __pyx_f_8discodop_6plcfrs_10LCFRSChart__subtreeprob(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static Prob __pyx_f_8discodop_6plcfrs_10LCFRSChart_subtreeprob(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static Label __pyx_f_8discodop_6plcfrs_10LCFRSChart_label(CYTHON_UNUSED struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *__pyx_v_self, CYTHON_UNUSED ItemNo __pyx_v_itemidx); /* proto*/
static void __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart_addedge(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx, CYTHON_UNUSED ItemNo __pyx_v_leftitemidx, SmallChartItem &__pyx_v_left, ProbRule *__pyx_v_rule); /* proto*/
static ItemNo __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart__left(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, CYTHON_UNUSED ItemNo __pyx_v_itemidx_unused, Edge __pyx_v_edge); /* proto*/
static ItemNo __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart__right(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx, Edge __pyx_v_edge); /* proto*/
static SmallChartItem __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart__root(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self); /* proto*/
static Label __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart_label(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static Label __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart__label(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static ItemNo __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart_getitemidx(CYTHON_UNUSED struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, uint64_t __pyx_v_n); /* proto*/
static SmallChartItem __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart_asSmallChartItem(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static FatChartItem __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart_asFatChartItem(CYTHON_UNUSED struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, CYTHON_UNUSED ItemNo __pyx_v_itemidx); /* proto*/
static size_t __pyx_f_8discodop_6plcfrs_15SmallLCFRSChart_asCFGspan(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static void __pyx_f_8discodop_6plcfrs_13FatLCFRSChart_addedge(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx, ItemNo __pyx_v_leftitemidx, CYTHON_UNUSED FatChartItem &__pyx_v_left, ProbRule *__pyx_v_rule); /* proto*/
static ItemNo __pyx_f_8discodop_6plcfrs_13FatLCFRSChart__left(CYTHON_UNUSED struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, CYTHON_UNUSED ItemNo __pyx_v_itemidx_unused, Edge __pyx_v_edge); /* proto*/
static ItemNo __pyx_f_8discodop_6plcfrs_13FatLCFRSChart__right(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx, Edge __pyx_v_edge); /* proto*/
static FatChartItem __pyx_f_8discodop_6plcfrs_13FatLCFRSChart__root(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self); /* proto*/
static Label __pyx_f_8discodop_6plcfrs_13FatLCFRSChart_label(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static Label __pyx_f_8discodop_6plcfrs_13FatLCFRSChart__label(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static ItemNo __pyx_f_8discodop_6plcfrs_13FatLCFRSChart_getitemidx(CYTHON_UNUSED struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, uint64_t __pyx_v_n); /* proto*/
static SmallChartItem __pyx_f_8discodop_6plcfrs_13FatLCFRSChart_asSmallChartItem(CYTHON_UNUSED struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, CYTHON_UNUSED ItemNo __pyx_v_itemidx); /* proto*/
static FatChartItem __pyx_f_8discodop_6plcfrs_13FatLCFRSChart_asFatChartItem(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static size_t __pyx_f_8discodop_6plcfrs_13FatLCFRSChart_asCFGspan(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/
static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/

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

/* Module declarations from 'cython' */

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

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

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

/* Module declarations from 'libcpp.vector' */

/* Module declarations from 'libcpp.utility' */

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

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

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

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

/* Module declarations from '__builtin__' */

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

/* Module declarations from 'cpython' */

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

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

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

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

/* Module declarations from 'array' */

/* Module declarations from 'cpython.array' */
static PyTypeObject *__pyx_ptype_7cpython_5array_array = 0;
static CYTHON_INLINE arrayobject *__pyx_f_7cpython_5array_clone(arrayobject *, Py_ssize_t, int); /*proto*/
static CYTHON_INLINE int __pyx_f_7cpython_5array_extend_buffer(arrayobject *, char *, Py_ssize_t); /*proto*/

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

/* Module declarations from 'discodop.bit' */
static int (*__pyx_f_8discodop_3bit_bitcount)(uint64_t, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE int __pyx_f_8discodop_3bit_nextset(uint64_t, uint32_t); /*proto*/
static CYTHON_INLINE int __pyx_f_8discodop_3bit_nextunset(uint64_t, uint32_t); /*proto*/
static CYTHON_INLINE int __pyx_f_8discodop_3bit_bitlength(uint64_t); /*proto*/
static CYTHON_INLINE int __pyx_f_8discodop_3bit_abitcount(uint64_t *, int); /*proto*/
static CYTHON_INLINE int __pyx_f_8discodop_3bit_abitlength(uint64_t *, int); /*proto*/
static CYTHON_INLINE int __pyx_f_8discodop_3bit_anextset(uint64_t *, uint32_t, int); /*proto*/
static CYTHON_INLINE int __pyx_f_8discodop_3bit_anextunset(uint64_t *, uint32_t, int); /*proto*/
static CYTHON_INLINE void __pyx_f_8discodop_3bit_setunion(uint64_t *, uint64_t *, uint64_t *, int); /*proto*/
static CYTHON_INLINE int __pyx_fuse_2__pyx_f_8discodop_3bit_testbit(uint32_t, uint32_t); /*proto*/
static CYTHON_INLINE int __pyx_fuse_3__pyx_f_8discodop_3bit_testbit(uint64_t, uint32_t); /*proto*/

/* Module declarations from 'discodop.containers' */
static PyTypeObject *__pyx_ptype_8discodop_10containers_StringList = 0;
static PyTypeObject *__pyx_ptype_8discodop_10containers_StringIntDict = 0;
static PyTypeObject *__pyx_ptype_8discodop_10containers_Grammar = 0;
static PyTypeObject *__pyx_ptype_8discodop_10containers_Chart = 0;
static PyTypeObject *__pyx_ptype_8discodop_10containers_Whitelist = 0;
static PyTypeObject *__pyx_ptype_8discodop_10containers_Ctrees = 0;
static PyTypeObject *__pyx_ptype_8discodop_10containers_Vocabulary = 0;
static PyTypeObject *__pyx_ptype_8discodop_10containers_FixedVocabulary = 0;
static PyObject **__pyx_vp_8discodop_10containers_log1e200 = 0;
#define __pyx_v_8discodop_10containers_log1e200 (*__pyx_vp_8discodop_10containers_log1e200)
static SmallChartItem (*__pyx_f_8discodop_10containers_CFGtoSmallChartItem)(Label, __pyx_t_8discodop_10containers_Idx, __pyx_t_8discodop_10containers_Idx); /*proto*/
static FatChartItem (*__pyx_f_8discodop_10containers_CFGtoFatChartItem)(Label, __pyx_t_8discodop_10containers_Idx, __pyx_t_8discodop_10containers_Idx); /*proto*/
static CYTHON_INLINE size_t __pyx_f_8discodop_10containers_compactcellidx(short, short, short, Label); /*proto*/

/* Module declarations from 'discodop.plcfrs' */
static PyTypeObject *__pyx_ptype_8discodop_6plcfrs_LCFRSChart = 0;
static PyTypeObject *__pyx_ptype_8discodop_6plcfrs_SmallLCFRSChart = 0;
static PyTypeObject *__pyx_ptype_8discodop_6plcfrs_FatLCFRSChart = 0;
static PyTypeObject *__pyx_ptype_8discodop_6plcfrs___pyx_scope_struct__hasnode = 0;
static PyTypeObject *__pyx_ptype_8discodop_6plcfrs___pyx_scope_struct_1_genexpr = 0;
static PyTypeObject *__pyx_array_type = 0;
static PyTypeObject *__pyx_MemviewEnum_type = 0;
static PyTypeObject *__pyx_memoryview_type = 0;
static PyTypeObject *__pyx_memoryviewslice_type = 0;
static SmallChartItem __pyx_v_8discodop_6plcfrs_COMPONENT;
static SmallChartItem __pyx_v_8discodop_6plcfrs_NONE;
static FatChartItem __pyx_v_8discodop_6plcfrs_FATNONE;
static FatChartItem __pyx_v_8discodop_6plcfrs_FATCOMPONENT;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static int __pyx_memoryview_thread_locks_used;
static PyThread_type_lock __pyx_memoryview_thread_locks[8];
static PyObject *__pyx_fuse_0_0__pyx_f_8discodop_6plcfrs_parse_main(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, SmallChartItem, PyObject *, struct __pyx_obj_8discodop_10containers_Grammar *, PyObject *, int, struct __pyx_obj_8discodop_10containers_Whitelist *, int, int, PyObject *, Prob, int); /*proto*/
static PyObject *__pyx_fuse_1_1__pyx_f_8discodop_6plcfrs_parse_main(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, FatChartItem, PyObject *, struct __pyx_obj_8discodop_10containers_Grammar *, PyObject *, int, struct __pyx_obj_8discodop_10containers_Whitelist *, int, int, PyObject *, Prob, int); /*proto*/
static CYTHON_INLINE int __pyx_fuse_0_0__pyx_f_8discodop_6plcfrs_process_edge(SmallChartItem, Prob, Prob, ProbRule *, ItemNo, SmallChartItem &, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, int, struct __pyx_obj_8discodop_10containers_Whitelist *, int, int, Prob); /*proto*/
static CYTHON_INLINE int __pyx_fuse_1_1__pyx_f_8discodop_6plcfrs_process_edge(FatChartItem, Prob, Prob, ProbRule *, ItemNo, FatChartItem &, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, int, struct __pyx_obj_8discodop_10containers_Whitelist *, int, int, Prob); /*proto*/
static PyObject *__pyx_fuse_0_0__pyx_f_8discodop_6plcfrs_populatepos(struct __pyx_obj_8discodop_10containers_Grammar *, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, SmallChartItem, PyObject *, PyObject *, struct __pyx_obj_8discodop_10containers_Whitelist *, PyObject *); /*proto*/
static PyObject *__pyx_fuse_1_1__pyx_f_8discodop_6plcfrs_populatepos(struct __pyx_obj_8discodop_10containers_Grammar *, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, FatChartItem, PyObject *, PyObject *, struct __pyx_obj_8discodop_10containers_Whitelist *, PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_fuse_0_0__pyx_f_8discodop_6plcfrs_process_lexedge(SmallChartItem, Prob, Prob, short, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, struct __pyx_obj_8discodop_10containers_Whitelist *); /*proto*/
static CYTHON_INLINE int __pyx_fuse_0_1__pyx_f_8discodop_6plcfrs_process_lexedge(SmallChartItem, Prob, Prob, short, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, struct __pyx_obj_8discodop_10containers_Whitelist *); /*proto*/
static CYTHON_INLINE int __pyx_fuse_1_0__pyx_f_8discodop_6plcfrs_process_lexedge(FatChartItem, Prob, Prob, short, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *, struct __pyx_obj_8discodop_10containers_Whitelist *); /*proto*/
static CYTHON_INLINE int __pyx_fuse_1_1__pyx_f_8discodop_6plcfrs_process_lexedge(FatChartItem, Prob, Prob, short, Agenda<ItemNo,std::pair<Prob,Prob> >  &, struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *, struct __pyx_obj_8discodop_10containers_Whitelist *); /*proto*/
static CYTHON_INLINE int __pyx_fuse_0__pyx_f_8discodop_6plcfrs_checkwhitelist(SmallChartItem, struct __pyx_obj_8discodop_10containers_Whitelist *, int, int); /*proto*/
static CYTHON_INLINE int __pyx_fuse_1__pyx_f_8discodop_6plcfrs_checkwhitelist(FatChartItem, struct __pyx_obj_8discodop_10containers_Whitelist *, int, int); /*proto*/
static CYTHON_INLINE void __pyx_fuse_0__pyx_f_8discodop_6plcfrs_combine_item(SmallChartItem *, SmallChartItem *, SmallChartItem *); /*proto*/
static CYTHON_INLINE void __pyx_fuse_1__pyx_f_8discodop_6plcfrs_combine_item(FatChartItem *, FatChartItem *, FatChartItem *); /*proto*/
static CYTHON_INLINE int __pyx_fuse_0__pyx_f_8discodop_6plcfrs_concat(ProbRule *, SmallChartItem *, SmallChartItem *); /*proto*/
static CYTHON_INLINE int __pyx_fuse_1__pyx_f_8discodop_6plcfrs_concat(ProbRule *, FatChartItem *, FatChartItem *); /*proto*/
static std::string __pyx_convert_string_from_py_std__in_string(PyObject *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/
static void *__pyx_align_pointer(void *, size_t); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, char *); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_double = { "double", NULL, sizeof(double), { 0 }, 0, 'R', 0, 0 };
#define __Pyx_MODULE_NAME "discodop.plcfrs"
int __pyx_module_is_main_discodop__plcfrs = 0;

/* Implementation of 'discodop.plcfrs' */
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_super;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_bin;
static PyObject *__pyx_builtin_KeyError;
static PyObject *__pyx_builtin_sum;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_print;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
static PyObject *__pyx_builtin_IndexError;
static const char __pyx_k_O[] = "O";
static const char __pyx_k_S[] = "S";
static const char __pyx_k_a[] = "a";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_p[] = "p";
static const char __pyx_k_s[] = "%s($|[-@^/])";
static const char __pyx_k_SX[] = "SX";
static const char __pyx_k__3[] = "";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_np[] = "np";
static const char __pyx_k_re[] = "re";
static const char __pyx_k__45[] = " ";
static const char __pyx_k_all[] = "__all__";
static const char __pyx_k_bin[] = "bin";
static const char __pyx_k_d_d[] = "%d:%d";
static const char __pyx_k_exp[] = "exp";
static const char __pyx_k_len[] = "len";
static const char __pyx_k_msg[] = "msg";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_s_s[] = "%s[%s]";
static const char __pyx_k_sum[] = "sum";
static const char __pyx_k_VP_2[] = "VP_2";
static const char __pyx_k_VVPP[] = "VVPP";
static const char __pyx_k_args[] = "args";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_init[] = "__init__";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_math[] = "math";
static const char __pyx_k_mode[] = "mode";
static const char __pyx_k_muss[] = "muss";
static const char __pyx_k_name[] = "name";
static const char __pyx_k_ndim[] = "ndim";
static const char __pyx_k_node[] = "node";
static const char __pyx_k_pack[] = "pack";
static const char __pyx_k_send[] = "send";
static const char __pyx_k_sent[] = "sent";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_step[] = "step";
static const char __pyx_k_stop[] = "stop";
static const char __pyx_k_tags[] = "tags";
static const char __pyx_k_test[] = "test";
static const char __pyx_k_utf8[] = "utf8";
static const char __pyx_k_ASCII[] = "ASCII";
static const char __pyx_k_PROAV[] = "PROAV";
static const char __pyx_k_VAINF[] = "VAINF";
static const char __pyx_k_VMFIN[] = "VMFIN";
static const char __pyx_k_chart[] = "chart";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_isinf[] = "isinf";
static const char __pyx_k_kbest[] = "kbest";
static const char __pyx_k_label[] = "label";
static const char __pyx_k_match[] = "match";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_parse[] = "parse";
static const char __pyx_k_print[] = "print";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_split[] = "split";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_stats[] = "stats";
static const char __pyx_k_super[] = "super";
static const char __pyx_k_throw[] = "throw";
static const char __pyx_k_zfill[] = "zfill";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_escape[] = "escape";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_leaves[] = "leaves";
static const char __pyx_k_name_2[] = "__name__";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_result[] = "result";
static const char __pyx_k_struct[] = "struct";
static const char __pyx_k_test_2[] = "__test__";
static const char __pyx_k_unpack[] = "unpack";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_werden[] = "werden";
static const char __pyx_k_Epsilon[] = "Epsilon";
static const char __pyx_k_compile[] = "compile";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_genexpr[] = "genexpr";
static const char __pyx_k_grammar[] = "grammar";
static const char __pyx_k_itemstr[] = "itemstr";
static const char __pyx_k_logging[] = "logging";
static const char __pyx_k_logprob[] = "logprob";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_viterbi[] = "viterbi";
static const char __pyx_k_warning[] = "warning";
static const char __pyx_k_Darueber[] = "Darueber";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_KeyError[] = "KeyError";
static const char __pyx_k_SXlrgaps[] = "SXlrgaps";
static const char __pyx_k_itemsize[] = "itemsize";
static const char __pyx_k_no_parse[] = "no parse; ";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_sentence[] = "sentence:";
static const char __pyx_k_testsent[] = "testsent";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_beam_beta[] = "beam_beta";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_estimates[] = "estimates";
static const char __pyx_k_lazykbest[] = "lazykbest";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_whitelist[] = "whitelist";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_LCFRSChart[] = "LCFRSChart";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_beam_delta[] = "beam_delta";
static const char __pyx_k_exhaustive[] = "exhaustive";
static const char __pyx_k_markorigin[] = "markorigin";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_splitprune[] = "splitprune";
static const char __pyx_k_MemoryError[] = "MemoryError";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_derivations[] = "derivations";
static const char __pyx_k_nachgedacht[] = "nachgedacht";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_stringsource[] = "stringsource";
static const char __pyx_k_FatLCFRSChart[] = "FatLCFRSChart";
static const char __pyx_k_itemsestimate[] = "itemsestimate";
static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_SmallLCFRSChart[] = "SmallLCFRSChart";
static const char __pyx_k_View_MemoryView[] = "View.MemoryView";
static const char __pyx_k_allocate_buffer[] = "allocate_buffer";
static const char __pyx_k_discodop_plcfrs[] = "discodop.plcfrs";
static const char __pyx_k_dtype_is_object[] = "dtype_is_object";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_tag_r_is_blocked[] = "tag %r is blocked.";
static const char __pyx_k_pyx_unpickle_Enum[] = "__pyx_unpickle_Enum";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
static const char __pyx_k_discodop_plcfrs_pyx[] = "discodop/plcfrs.pyx";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static const char __pyx_k_hasnode_locals_genexpr[] = "hasnode.<locals>.genexpr";
static const char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static const char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static const char __pyx_k_Darueber_muss_nachgedacht[] = "Darueber muss nachgedacht ";
static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_10_best_parse_trees_1_expected[] = "10 best parse trees (1 expected):";
static const char __pyx_k_s_blocked_d_agenda_max_d_now_d[] = "%s, blocked %d, agenda max %d, now %d";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_lexical_edge_already_in_chart_s[] = "lexical edge already in chart: %s";
static const char __pyx_k_no_parse_gold_POS_tag_given_but[] = "no parse: gold POS tag given but tag %r not in grammar";
static const char __pyx_k_ungrammatical_sentence_no_parse[] = "ungrammatical sentence ('no parse' expected):";
static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static const char __pyx_k_Darueber_muss_nachgedacht_werden[] = "Darueber muss nachgedacht werden";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Incompatible_checksums_s_vs_0xb0[] = "Incompatible checksums (%s vs 0xb068931 = (name))";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)";
static const char __pyx_k_Parser_for_string_rewriting_Line[] = "Parser for string-rewriting Linear Context-Free Rewriting Systems.\n\nExpects binarized, epsilon-free, monotone LCFRS grammars.";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static const char __pyx_k_WARN_re_adding_item_to_agenda_al[] = "WARN: re-adding item to agenda already in chart: %s";
static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)";
static const char __pyx_k_lexical_edge_already_in_agenda_s[] = "lexical edge already in agenda: %s";
static const char __pyx_k_muss_Darueber_nachgedacht_werden[] = "muss Darueber nachgedacht werden";
static const char __pyx_k_no_default___reduce___due_to_non[] = "no default __reduce__ due to non-trivial __cinit__";
static const char __pyx_k_no_parse_all_tags_for_word_r_blo[] = "no parse: all tags for word %r blocked";
static const char __pyx_k_no_parse_no_gold_POS_tag_given_a[] = "no parse: no gold POS tag given and word %r not in lexicon";
static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
static const char __pyx_k_Darueber_muss_nachgedacht_werden_2[] = "Darueber muss nachgedacht werden werden werden";
static PyObject *__pyx_kp_u_10_best_parse_trees_1_expected;
static PyObject *__pyx_n_s_ASCII;
static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri;
static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_n_u_Darueber;
static PyObject *__pyx_kp_u_Darueber_muss_nachgedacht;
static PyObject *__pyx_kp_u_Darueber_muss_nachgedacht_werden;
static PyObject *__pyx_kp_u_Darueber_muss_nachgedacht_werden_2;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_n_u_Epsilon;
static PyObject *__pyx_n_u_FatLCFRSChart;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0xb0;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr;
static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d;
static PyObject *__pyx_n_s_KeyError;
static PyObject *__pyx_n_u_LCFRSChart;
static PyObject *__pyx_n_s_MemoryError;
static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x;
static PyObject *__pyx_kp_s_MemoryView_of_r_object;
static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_u_PROAV;
static PyObject *__pyx_n_s_PickleError;
static PyObject *__pyx_n_u_S;
static PyObject *__pyx_n_u_SX;
static PyObject *__pyx_n_u_SXlrgaps;
static PyObject *__pyx_n_u_SmallLCFRSChart;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_n_u_VAINF;
static PyObject *__pyx_n_u_VMFIN;
static PyObject *__pyx_n_u_VP_2;
static PyObject *__pyx_n_u_VVPP;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_s_View_MemoryView;
static PyObject *__pyx_kp_u_WARN_re_adding_item_to_agenda_al;
static PyObject *__pyx_kp_u__3;
static PyObject *__pyx_kp_u__45;
static PyObject *__pyx_n_s_a;
static PyObject *__pyx_n_s_all;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_beam_beta;
static PyObject *__pyx_n_s_beam_delta;
static PyObject *__pyx_n_s_bin;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_chart;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_compile;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_kp_u_d_d;
static PyObject *__pyx_n_s_derivations;
static PyObject *__pyx_n_s_dict;
static PyObject *__pyx_n_s_discodop_plcfrs;
static PyObject *__pyx_kp_s_discodop_plcfrs_pyx;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_escape;
static PyObject *__pyx_n_s_estimates;
static PyObject *__pyx_n_s_exhaustive;
static PyObject *__pyx_n_s_exp;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_genexpr;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_n_s_grammar;
static PyObject *__pyx_n_s_hasnode_locals_genexpr;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_init;
static PyObject *__pyx_n_s_isinf;
static PyObject *__pyx_n_s_itemsestimate;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_itemstr;
static PyObject *__pyx_n_s_kbest;
static PyObject *__pyx_n_s_label;
static PyObject *__pyx_n_s_lazykbest;
static PyObject *__pyx_n_s_leaves;
static PyObject *__pyx_n_u_len;
static PyObject *__pyx_kp_u_lexical_edge_already_in_agenda_s;
static PyObject *__pyx_kp_u_lexical_edge_already_in_chart_s;
static PyObject *__pyx_n_s_logging;
static PyObject *__pyx_n_s_logprob;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_markorigin;
static PyObject *__pyx_n_s_match;
static PyObject *__pyx_n_s_math;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_msg;
static PyObject *__pyx_n_u_muss;
static PyObject *__pyx_kp_u_muss_Darueber_nachgedacht_werden;
static PyObject *__pyx_n_u_nachgedacht;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_new;
static PyObject *__pyx_kp_s_no_default___reduce___due_to_non;
static PyObject *__pyx_kp_u_no_parse;
static PyObject *__pyx_kp_u_no_parse_all_tags_for_word_r_blo;
static PyObject *__pyx_kp_u_no_parse_gold_POS_tag_given_but;
static PyObject *__pyx_kp_u_no_parse_no_gold_POS_tag_given_a;
static PyObject *__pyx_n_s_node;
static PyObject *__pyx_n_s_np;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_p;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_parse;
static PyObject *__pyx_n_u_parse;
static PyObject *__pyx_n_s_pickle;
static PyObject *__pyx_n_s_print;
static PyObject *__pyx_n_s_pyx_checksum;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_state;
static PyObject *__pyx_n_s_pyx_type;
static PyObject *__pyx_n_s_pyx_unpickle_Enum;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_re;
static PyObject *__pyx_n_s_reduce_cython;
static PyObject *__pyx_n_s_result;
static PyObject *__pyx_kp_u_s;
static PyObject *__pyx_kp_u_s_blocked_d_agenda_max_d_now_d;
static PyObject *__pyx_kp_u_s_s;
static PyObject *__pyx_n_s_send;
static PyObject *__pyx_n_s_sent;
static PyObject *__pyx_kp_u_sentence;
static PyObject *__pyx_n_s_setstate_cython;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_split;
static PyObject *__pyx_n_s_splitprune;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_stats;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_kp_s_strided_and_direct;
static PyObject *__pyx_kp_s_strided_and_direct_or_indirect;
static PyObject *__pyx_kp_s_strided_and_indirect;
static PyObject *__pyx_kp_s_stringsource;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_sum;
static PyObject *__pyx_n_s_super;
static PyObject *__pyx_kp_u_tag_r_is_blocked;
static PyObject *__pyx_n_s_tags;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_test_2;
static PyObject *__pyx_n_s_testsent;
static PyObject *__pyx_n_s_throw;
static PyObject *__pyx_kp_s_unable_to_allocate_array_data;
static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str;
static PyObject *__pyx_kp_u_ungrammatical_sentence_no_parse;
static PyObject *__pyx_n_s_unpack;
static PyObject *__pyx_n_s_update;
static PyObject *__pyx_n_u_utf8;
static PyObject *__pyx_n_s_viterbi;
static PyObject *__pyx_n_s_warning;
static PyObject *__pyx_n_u_werden;
static PyObject *__pyx_n_s_whitelist;
static PyObject *__pyx_n_s_zfill;
static int __pyx_pf_8discodop_6plcfrs_10LCFRSChart___init__(struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *__pyx_v_self, struct __pyx_obj_8discodop_10containers_Grammar *__pyx_v_grammar, PyObject *__pyx_v_sent, PyObject *__pyx_v_start, PyObject *__pyx_v_logprob, PyObject *__pyx_v_viterbi, CYTHON_UNUSED PyObject *__pyx_v_itemsestimate); /* proto */
static int __pyx_pf_8discodop_6plcfrs_15SmallLCFRSChart___init__(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, struct __pyx_obj_8discodop_10containers_Grammar *__pyx_v_grammar, PyObject *__pyx_v_sent, PyObject *__pyx_v_start, PyObject *__pyx_v_logprob, PyObject *__pyx_v_viterbi, PyObject *__pyx_v_itemsestimate); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_15SmallLCFRSChart_2root(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_15SmallLCFRSChart_4indices(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_15SmallLCFRSChart_6itemstr(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_15SmallLCFRSChart_7hasnode_genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_15SmallLCFRSChart_8hasnode(struct __pyx_obj_8discodop_6plcfrs_SmallLCFRSChart *__pyx_v_self, PyObject *__pyx_v_node, struct __pyx_obj_8discodop_10containers_Whitelist *__pyx_v_whitelist); /* proto */
static int __pyx_pf_8discodop_6plcfrs_13FatLCFRSChart___init__(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, struct __pyx_obj_8discodop_10containers_Grammar *__pyx_v_grammar, PyObject *__pyx_v_sent, PyObject *__pyx_v_start, PyObject *__pyx_v_logprob, PyObject *__pyx_v_viterbi, PyObject *__pyx_v_itemsestimate); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_13FatLCFRSChart_2root(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_13FatLCFRSChart_4indices(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_13FatLCFRSChart_6itemstr(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, ItemNo __pyx_v_itemidx); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_13FatLCFRSChart_8hasnode(struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *__pyx_v_self, PyObject *__pyx_v_node, struct __pyx_obj_8discodop_10containers_Whitelist *__pyx_v_whitelist); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_parse(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sent, struct __pyx_obj_8discodop_10containers_Grammar *__pyx_v_grammar, PyObject *__pyx_v_tags, int __pyx_v_exhaustive, PyObject *__pyx_v_start, struct __pyx_obj_8discodop_10containers_Whitelist *__pyx_v_whitelist, int __pyx_v_splitprune, int __pyx_v_markorigin, PyObject *__pyx_v_estimates, Prob __pyx_v_beam_beta, int __pyx_v_beam_delta, PyObject *__pyx_v_itemsestimate); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_2testsent(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sent, PyObject *__pyx_v_grammar); /* proto */
static PyObject *__pyx_pf_8discodop_6plcfrs_4test(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static int __pyx_pf_7cpython_5array_5array___getbuffer__(arrayobject *__pyx_v_self, Py_buffer *__pyx_v_info, CYTHON_UNUSED int __pyx_v_flags); /* proto */
static void __pyx_pf_7cpython_5array_5array_2__releasebuffer__(CYTHON_UNUSED arrayobject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */
static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_tp_new_8discodop_6plcfrs_LCFRSChart(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_8discodop_6plcfrs_SmallLCFRSChart(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_8discodop_6plcfrs_FatLCFRSChart(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_8discodop_6plcfrs___pyx_scope_struct__hasnode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_8discodop_6plcfrs___pyx_scope_struct_1_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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/* "discodop/plcfrs.pyx":20
 * cdef class LCFRSChart(Chart):
 * 	"""A chart for LCFRS grammars. An item is a ChartItem object."""
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/* Python wrapper */
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    /* "discodop/plcfrs.pyx":22
 * 	def __init__(self, Grammar grammar, list sent,
 * 			start=None, logprob=True, viterbi=True,
 * 			itemsestimate=None):             # <<<<<<<<<<<<<<
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  __pyx_L5_argtuple_error:;
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 * 		prob = entry.second.second             # <<<<<<<<<<<<<<
 * 		item = chart.items[itemidx]
 * 		# store viterbi probability; cannot do this when this item is added to
 */
    __pyx_t_12 = __pyx_v_entry.second.second;
    __pyx_v_prob = __pyx_t_12;

    /* "discodop/plcfrs.pyx":356
 * 		itemidx = entry.first
 * 		prob = entry.second.second
 * 		item = chart.items[itemidx]             # <<<<<<<<<<<<<<
 * 		# store viterbi probability; cannot do this when this item is added to
 * 		# the agenda because that would give rise to duplicate edges.
 */
    __pyx_v_item = (__pyx_v_chart->items[__pyx_v_itemidx]);

    /* "discodop/plcfrs.pyx":359
 * 		# store viterbi probability; cannot do this when this item is added to
 * 		# the agenda because that would give rise to duplicate edges.
 * 		chart.updateprob(itemidx, prob)             # <<<<<<<<<<<<<<
 * 		if item == goal:
 * 			if not exhaustive:
 */
    ((struct __pyx_vtabstruct_8discodop_6plcfrs_SmallLCFRSChart *)__pyx_v_chart->__pyx_base.__pyx_base.__pyx_vtab)->__pyx_base.updateprob(((struct __pyx_obj_8discodop_6plcfrs_LCFRSChart *)__pyx_v_chart), __pyx_v_itemidx, __pyx_v_prob);

    /* "discodop/plcfrs.pyx":360
 * 		# the agenda because that would give rise to duplicate edges.
 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:             # <<<<<<<<<<<<<<
 * 			if not exhaustive:
 * 				break
 */
    __pyx_t_3 = ((__pyx_v_item == __pyx_v_goal) != 0);
    if (__pyx_t_3) {

      /* "discodop/plcfrs.pyx":361
 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:
 * 			if not exhaustive:             # <<<<<<<<<<<<<<
 * 				break
 * 		else:
 */
      __pyx_t_3 = ((!(__pyx_v_exhaustive != 0)) != 0);
      if (__pyx_t_3) {

        /* "discodop/plcfrs.pyx":362
 * 		if item == goal:
 * 			if not exhaustive:
 * 				break             # <<<<<<<<<<<<<<
 * 		else:
 * 			# unary
 */
        goto __pyx_L10_break;

        /* "discodop/plcfrs.pyx":361
 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:
 * 			if not exhaustive:             # <<<<<<<<<<<<<<
 * 				break
 * 		else:
 */
      }

      /* "discodop/plcfrs.pyx":360
 * 		# the agenda because that would give rise to duplicate edges.
 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:             # <<<<<<<<<<<<<<
 * 			if not exhaustive:
 * 				break
 */
      goto __pyx_L11;
    }

    /* "discodop/plcfrs.pyx":365
 * 		else:
 * 			# unary
 * 			if LCFRSItem_fused is SmallChartItem:             # <<<<<<<<<<<<<<
 * 				length = bitcount(item.vec)
 * 				newitem.vec = item.vec
 */
    /*else*/ {

      /* "discodop/plcfrs.pyx":366
 * 			# unary
 * 			if LCFRSItem_fused is SmallChartItem:
 * 				length = bitcount(item.vec)             # <<<<<<<<<<<<<<
 * 				newitem.vec = item.vec
 * 			elif LCFRSItem_fused is FatChartItem:
 */
      __pyx_v_length = __pyx_f_8discodop_3bit_bitcount(__pyx_v_item.vec, 0);

      /* "discodop/plcfrs.pyx":367
 * 			if LCFRSItem_fused is SmallChartItem:
 * 				length = bitcount(item.vec)
 * 				newitem.vec = item.vec             # <<<<<<<<<<<<<<
 * 			elif LCFRSItem_fused is FatChartItem:
 * 				length = abitcount(item.vec, SLOTS)
 */
      __pyx_t_13 = __pyx_v_item.vec;
      __pyx_v_newitem.vec = __pyx_t_13;

      /* "discodop/plcfrs.pyx":372
 * 				memcpy(<void *>newitem.vec, <void *>item.vec,
 * 						SLOTS * sizeof(uint64_t))
 * 			if estimates is not None:             # <<<<<<<<<<<<<<
 * 				if LCFRSItem_fused is SmallChartItem:
 * 					left = nextset(item.vec, 0)
 */
      __pyx_t_3 = (__pyx_v_estimates != Py_None);
      __pyx_t_4 = (__pyx_t_3 != 0);
      if (__pyx_t_4) {

        /* "discodop/plcfrs.pyx":374
 * 			if estimates is not None:
 * 				if LCFRSItem_fused is SmallChartItem:
 * 					left = nextset(item.vec, 0)             # <<<<<<<<<<<<<<
 * 					gaps = bitlength(item.vec) - length - left
 * 					right = lensent - length - left - gaps
 */
        __pyx_v_left = __pyx_f_8discodop_3bit_nextset(__pyx_v_item.vec, 0);

        /* "discodop/plcfrs.pyx":375
 * 				if LCFRSItem_fused is SmallChartItem:
 * 					left = nextset(item.vec, 0)
 * 					gaps = bitlength(item.vec) - length - left             # <<<<<<<<<<<<<<
 * 					right = lensent - length - left - gaps
 * 				elif LCFRSItem_fused is FatChartItem:
 */
        __pyx_v_gaps = ((__pyx_f_8discodop_3bit_bitlength(__pyx_v_item.vec) - __pyx_v_length) - __pyx_v_left);

        /* "discodop/plcfrs.pyx":376
 * 					left = nextset(item.vec, 0)
 * 					gaps = bitlength(item.vec) - length - left
 * 					right = lensent - length - left - gaps             # <<<<<<<<<<<<<<
 * 				elif LCFRSItem_fused is FatChartItem:
 * 					left = anextset(item.vec, 0, SLOTS)
 */
        __pyx_v_right = (((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left) - __pyx_v_gaps);

        /* "discodop/plcfrs.pyx":372
 * 				memcpy(<void *>newitem.vec, <void *>item.vec,
 * 						SLOTS * sizeof(uint64_t))
 * 			if estimates is not None:             # <<<<<<<<<<<<<<
 * 				if LCFRSItem_fused is SmallChartItem:
 * 					left = nextset(item.vec, 0)
 */
      }

      /* "discodop/plcfrs.pyx":381
 * 					gaps = abitlength(item.vec, SLOTS) - length - left
 * 					right = lensent - length - left - gaps
 * 			for n in range(grammar.numunary):             # <<<<<<<<<<<<<<
 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:
 */
      __pyx_t_14 = __pyx_v_grammar->numunary;
      for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
        __pyx_v_n = __pyx_t_15;

        /* "discodop/plcfrs.pyx":382
 * 					right = lensent - length - left - gaps
 * 			for n in range(grammar.numunary):
 * 				rule = &(grammar.unary[item.label][n])             # <<<<<<<<<<<<<<
 * 				if rule.rhs1 != item.label:
 * 					break
 */
        __pyx_v_rule = (&((__pyx_v_grammar->unary[__pyx_v_item.label])[__pyx_v_n]));

        /* "discodop/plcfrs.pyx":383
 * 			for n in range(grammar.numunary):
 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):
 */
        __pyx_t_4 = ((__pyx_v_rule->rhs1 != __pyx_v_item.label) != 0);
        if (__pyx_t_4) {

          /* "discodop/plcfrs.pyx":384
 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:
 * 					break             # <<<<<<<<<<<<<<
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 */
          goto __pyx_L15_break;

          /* "discodop/plcfrs.pyx":383
 * 			for n in range(grammar.numunary):
 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):
 */
        }

        /* "discodop/plcfrs.pyx":385
 * 				if rule.rhs1 != item.label:
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				score = newprob = prob + rule.prob
 */
        __pyx_t_4 = (TESTBIT(__pyx_v_grammar->mask, __pyx_v_rule->no) != 0);
        if (__pyx_t_4) {

          /* "discodop/plcfrs.pyx":386
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue             # <<<<<<<<<<<<<<
 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:
 */
          goto __pyx_L14_continue;

          /* "discodop/plcfrs.pyx":385
 * 				if rule.rhs1 != item.label:
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				score = newprob = prob + rule.prob
 */
        }

        /* "discodop/plcfrs.pyx":387
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 * 				score = newprob = prob + rule.prob             # <<<<<<<<<<<<<<
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]
 */
        __pyx_t_12 = (__pyx_v_prob + __pyx_v_rule->prob);
        __pyx_v_score = __pyx_t_12;
        __pyx_v_newprob = __pyx_t_12;

        /* "discodop/plcfrs.pyx":388
 * 					continue
 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:
 */
        switch (__pyx_v_estimatetype) {
          case 1:

          /* "discodop/plcfrs.pyx":389
 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]             # <<<<<<<<<<<<<<
 * 					if score > MAX_LOGPROB:
 * 						continue
 */
          __pyx_t_16 = __pyx_v_rule->lhs;
          __pyx_t_17 = __pyx_v_left;
          __pyx_t_18 = __pyx_v_right;
          __pyx_t_19 = 0;
          __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_16 * __pyx_v_outside.strides[0]) ) + __pyx_t_17 * __pyx_v_outside.strides[1]) ) + __pyx_t_18 * __pyx_v_outside.strides[2]) ) + __pyx_t_19 * __pyx_v_outside.strides[3]) ))));

          /* "discodop/plcfrs.pyx":390
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				elif estimatetype == SXlrgaps:
 */
          __pyx_t_4 = ((__pyx_v_score > 300.0) != 0);
          if (__pyx_t_4) {

            /* "discodop/plcfrs.pyx":391
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:
 * 						continue             # <<<<<<<<<<<<<<
 * 				elif estimatetype == SXlrgaps:
 * 					score += outside[
 */
            goto __pyx_L14_continue;

            /* "discodop/plcfrs.pyx":390
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				elif estimatetype == SXlrgaps:
 */
          }

          /* "discodop/plcfrs.pyx":388
 * 					continue
 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:
 */
          break;

          /* "discodop/plcfrs.pyx":392
 * 					if score > MAX_LOGPROB:
 * 						continue
 * 				elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 */
          case 2:

          /* "discodop/plcfrs.pyx":393
 * 						continue
 * 				elif estimatetype == SXlrgaps:
 * 					score += outside[             # <<<<<<<<<<<<<<
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:
 */
          __pyx_t_20 = __pyx_v_rule->lhs;
          __pyx_t_21 = __pyx_v_length;
          __pyx_t_22 = (__pyx_v_left + __pyx_v_right);
          __pyx_t_23 = __pyx_v_gaps;
          __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_20 * __pyx_v_outside.strides[0]) ) + __pyx_t_21 * __pyx_v_outside.strides[1]) ) + __pyx_t_22 * __pyx_v_outside.strides[2]) ) + __pyx_t_23 * __pyx_v_outside.strides[3]) ))));

          /* "discodop/plcfrs.pyx":395
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				else:
 */
          __pyx_t_4 = ((__pyx_v_score > 300.0) != 0);
          if (__pyx_t_4) {

            /* "discodop/plcfrs.pyx":396
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:
 * 						continue             # <<<<<<<<<<<<<<
 * 				else:
 * 					# add length of span to score so that all items of length n
 */
            goto __pyx_L14_continue;

            /* "discodop/plcfrs.pyx":395
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				else:
 */
          }

          /* "discodop/plcfrs.pyx":392
 * 					if score > MAX_LOGPROB:
 * 						continue
 * 				elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 */
          break;
          default:

          /* "discodop/plcfrs.pyx":400
 * 					# add length of span to score so that all items of length n
 * 					# have a strictly lower score than items with length n + 1.
 * 					score += length * MAX_LOGPROB             # <<<<<<<<<<<<<<
 * 				newitem.label = rule.lhs
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](
 */
          __pyx_v_score = (__pyx_v_score + (__pyx_v_length * 300.0));
          break;
        }

        /* "discodop/plcfrs.pyx":401
 * 					# have a strictly lower score than items with length n + 1.
 * 					score += length * MAX_LOGPROB
 * 				newitem.label = rule.lhs             # <<<<<<<<<<<<<<
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](
 * 						newitem, newprob, score, rule, itemidx, item,
 */
        __pyx_t_24 = __pyx_v_rule->lhs;
        __pyx_v_newitem.label = __pyx_t_24;

        /* "discodop/plcfrs.pyx":405
 * 						newitem, newprob, score, rule, itemidx, item,
 * 						agenda, chart, estimatetype, whitelist,
 * 						splitprune and grammar.fanout[rule.lhs] != 1,             # <<<<<<<<<<<<<<
 * 						markorigin, 0.0):
 * 					if LCFRSItem_fused is SmallChartItem:
 */
        __pyx_t_3 = (__pyx_v_splitprune != 0);
        if (__pyx_t_3) {
        } else {
          __pyx_t_4 = __pyx_t_3;
          goto __pyx_L20_bool_binop_done;
        }
        __pyx_t_3 = (((__pyx_v_grammar->fanout[__pyx_v_rule->lhs]) != 1) != 0);
        __pyx_t_4 = __pyx_t_3;
        __pyx_L20_bool_binop_done:;

        /* "discodop/plcfrs.pyx":402
 * 					score += length * MAX_LOGPROB
 * 				newitem.label = rule.lhs
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 						newitem, newprob, score, rule, itemidx, item,
 * 						agenda, chart, estimatetype, whitelist,
 */
        __pyx_t_3 = (__pyx_fuse_0_0__pyx_f_8discodop_6plcfrs_process_edge(__pyx_v_newitem, __pyx_v_newprob, __pyx_v_score, __pyx_v_rule, __pyx_v_itemidx, __pyx_v_item, ((Agenda<ItemNo,std::pair<Prob,Prob> >  &)__pyx_v_agenda), __pyx_v_chart, __pyx_v_estimatetype, __pyx_v_whitelist, __pyx_t_4, __pyx_v_markorigin, 0.0) != 0);
        if (__pyx_t_3) {

          /* "discodop/plcfrs.pyx":408
 * 						markorigin, 0.0):
 * 					if LCFRSItem_fused is SmallChartItem:
 * 						newitem.vec = item.vec             # <<<<<<<<<<<<<<
 * 					elif LCFRSItem_fused is FatChartItem:
 * 						memcpy(<void *>newitem.vec, <void *>item.vec,
 */
          __pyx_t_13 = __pyx_v_item.vec;
          __pyx_v_newitem.vec = __pyx_t_13;

          /* "discodop/plcfrs.pyx":402
 * 					score += length * MAX_LOGPROB
 * 				newitem.label = rule.lhs
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 						newitem, newprob, score, rule, itemidx, item,
 * 						agenda, chart, estimatetype, whitelist,
 */
          goto __pyx_L19;
        }

        /* "discodop/plcfrs.pyx":413
 * 								SLOTS * sizeof(uint64_t))
 * 				else:
 * 					blocked += 1             # <<<<<<<<<<<<<<
 * 			# binary production, item from agenda is on the right
 * 			for n in range(grammar.numbinary):
 */
        /*else*/ {
          __pyx_v_blocked = (__pyx_v_blocked + 1);
        }
        __pyx_L19:;
        __pyx_L14_continue:;
      }
      __pyx_L15_break:;

      /* "discodop/plcfrs.pyx":415
 * 					blocked += 1
 * 			# binary production, item from agenda is on the right
 * 			for n in range(grammar.numbinary):             # <<<<<<<<<<<<<<
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:
 */
      __pyx_t_14 = __pyx_v_grammar->numbinary;
      for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
        __pyx_v_n = __pyx_t_15;

        /* "discodop/plcfrs.pyx":416
 * 			# binary production, item from agenda is on the right
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.rbinary[item.label][n])             # <<<<<<<<<<<<<<
 * 				if rule.rhs2 != item.label:
 * 					break
 */
        __pyx_v_rule = (&((__pyx_v_grammar->rbinary[__pyx_v_item.label])[__pyx_v_n]));

        /* "discodop/plcfrs.pyx":417
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs1] is None:
 */
        __pyx_t_3 = ((__pyx_v_rule->rhs2 != __pyx_v_item.label) != 0);
        if (__pyx_t_3) {

          /* "discodop/plcfrs.pyx":418
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:
 * 					break             # <<<<<<<<<<<<<<
 * 				# elif chart.probs[rule.rhs1] is None:
 * 				# 	continue
 */
          goto __pyx_L23_break;

          /* "discodop/plcfrs.pyx":417
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs1] is None:
 */
        }

        /* "discodop/plcfrs.pyx":421
 * 				# elif chart.probs[rule.rhs1] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs1
 */
        __pyx_t_3 = (TESTBIT(__pyx_v_grammar->mask, __pyx_v_rule->no) != 0);
        if (__pyx_t_3) {

          /* "discodop/plcfrs.pyx":422
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue             # <<<<<<<<<<<<<<
 * 				tmpitem.label = rule.rhs1
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 */
          goto __pyx_L22_continue;

          /* "discodop/plcfrs.pyx":421
 * 				# elif chart.probs[rule.rhs1] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs1
 */
        }

        /* "discodop/plcfrs.pyx":423
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 * 				tmpitem.label = rule.rhs1             # <<<<<<<<<<<<<<
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 */
        __pyx_t_24 = __pyx_v_rule->rhs1;
        __pyx_v_tmpitem.label = __pyx_t_24;

        /* "discodop/plcfrs.pyx":424
 * 					continue
 * 				tmpitem.label = rule.rhs1
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)             # <<<<<<<<<<<<<<
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 */
        __pyx_v_itemidxit = __pyx_v_chart->itemindex.lower_bound(__pyx_v_tmpitem);

        /* "discodop/plcfrs.pyx":425
 * 				tmpitem.label = rule.rhs1
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()             # <<<<<<<<<<<<<<
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 */
        __pyx_v_sibvec.clear();

        /* "discodop/plcfrs.pyx":426
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()             # <<<<<<<<<<<<<<
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 * 					sib = dereference(itemidxit).first
 */
        while (1) {

          /* "discodop/plcfrs.pyx":427
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs1):             # <<<<<<<<<<<<<<
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 */
          __pyx_t_4 = ((__pyx_v_itemidxit != __pyx_v_chart->itemindex.end()) != 0);
          if (__pyx_t_4) {
          } else {
            __pyx_t_3 = __pyx_t_4;
            goto __pyx_L27_bool_binop_done;
          }
          __pyx_t_4 = (((*__pyx_v_itemidxit).first.label == __pyx_v_rule->rhs1) != 0);
          __pyx_t_3 = __pyx_t_4;
          __pyx_L27_bool_binop_done:;
          if (!__pyx_t_3) break;

          /* "discodop/plcfrs.pyx":428
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 * 					sib = dereference(itemidxit).first             # <<<<<<<<<<<<<<
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 */
          __pyx_t_25 = (*__pyx_v_itemidxit).first;
          __pyx_v_sib = __pyx_t_25;

          /* "discodop/plcfrs.pyx":429
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second             # <<<<<<<<<<<<<<
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 */
          __pyx_t_11 = (*__pyx_v_itemidxit).second;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":430
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)             # <<<<<<<<<<<<<<
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 */
          try {
            __pyx_v_sibvec.push_back(__pyx_v_sibidx);
          } catch(...) {
            __Pyx_CppExn2PyErr();
            __PYX_ERR(0, 430, __pyx_L1_error)
          }

          /* "discodop/plcfrs.pyx":431
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)             # <<<<<<<<<<<<<<
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 */
          (__pyx_v_itemidxit++);
        }

        /* "discodop/plcfrs.pyx":432
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:             # <<<<<<<<<<<<<<
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 */
        __pyx_t_26 = __pyx_v_sibvec.begin();
        for (;;) {
          if (!(__pyx_t_26 != __pyx_v_sibvec.end())) break;
          __pyx_t_11 = *__pyx_t_26;
          ++__pyx_t_26;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":433
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]             # <<<<<<<<<<<<<<
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 */
          __pyx_v_sib = (__pyx_v_chart->items[__pyx_v_sibidx]);

          /* "discodop/plcfrs.pyx":434
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)             # <<<<<<<<<<<<<<
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 * 						newitem.label = rule.lhs
 */
          (__pyx_v_itemidxit++);

          /* "discodop/plcfrs.pyx":435
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):             # <<<<<<<<<<<<<<
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 */
          __pyx_t_3 = (__pyx_fuse_0__pyx_f_8discodop_6plcfrs_concat(__pyx_v_rule, (&__pyx_v_sib), (&__pyx_v_item)) != 0);
          if (__pyx_t_3) {

            /* "discodop/plcfrs.pyx":436
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 * 						newitem.label = rule.lhs             # <<<<<<<<<<<<<<
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]
 */
            __pyx_t_24 = __pyx_v_rule->lhs;
            __pyx_v_newitem.label = __pyx_t_24;

            /* "discodop/plcfrs.pyx":437
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)             # <<<<<<<<<<<<<<
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 */
            __pyx_fuse_0__pyx_f_8discodop_6plcfrs_combine_item((&__pyx_v_newitem), (&__pyx_v_sib), (&__pyx_v_item));

            /* "discodop/plcfrs.pyx":438
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]             # <<<<<<<<<<<<<<
 * 						if siblingprob == INFINITY:
 * 							continue
 */
            __pyx_v_siblingprob = (__pyx_v_chart->__pyx_base.__pyx_base.probs[__pyx_v_sibidx]);

            /* "discodop/plcfrs.pyx":439
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            __pyx_t_3 = ((__pyx_v_siblingprob == HUGE_VAL) != 0);
            if (__pyx_t_3) {

              /* "discodop/plcfrs.pyx":440
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 * 							continue             # <<<<<<<<<<<<<<
 * 						score = newprob = prob + siblingprob + rule.prob
 * 						if LCFRSItem_fused is SmallChartItem:
 */
              goto __pyx_L29_continue;

              /* "discodop/plcfrs.pyx":439
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            }

            /* "discodop/plcfrs.pyx":441
 * 						if siblingprob == INFINITY:
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob             # <<<<<<<<<<<<<<
 * 						if LCFRSItem_fused is SmallChartItem:
 * 							length = bitcount(newitem.vec)
 */
            __pyx_t_12 = ((__pyx_v_prob + __pyx_v_siblingprob) + __pyx_v_rule->prob);
            __pyx_v_score = __pyx_t_12;
            __pyx_v_newprob = __pyx_t_12;

            /* "discodop/plcfrs.pyx":443
 * 						score = newprob = prob + siblingprob + rule.prob
 * 						if LCFRSItem_fused is SmallChartItem:
 * 							length = bitcount(newitem.vec)             # <<<<<<<<<<<<<<
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 */
            __pyx_v_length = __pyx_f_8discodop_3bit_bitcount(__pyx_v_newitem.vec, 0);

            /* "discodop/plcfrs.pyx":446
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
            switch (__pyx_v_estimatetype) {
              case 1:
              case 2:

              /* "discodop/plcfrs.pyx":448
 * 						if estimatetype == SX or estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)             # <<<<<<<<<<<<<<
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 */
              __pyx_v_left = __pyx_f_8discodop_3bit_nextset(__pyx_v_newitem.vec, 0);

              /* "discodop/plcfrs.pyx":446
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
              break;
              default: break;
            }

            /* "discodop/plcfrs.pyx":451
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
            switch (__pyx_v_estimatetype) {
              case 1:

              /* "discodop/plcfrs.pyx":452
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:
 * 							right = lensent - length - left             # <<<<<<<<<<<<<<
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 */
              __pyx_v_right = ((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left);

              /* "discodop/plcfrs.pyx":453
 * 						if estimatetype == SX:
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]             # <<<<<<<<<<<<<<
 * 							if score > MAX_LOGPROB:
 * 								continue
 */
              __pyx_t_27 = __pyx_v_rule->lhs;
              __pyx_t_28 = __pyx_v_left;
              __pyx_t_29 = __pyx_v_right;
              __pyx_t_30 = 0;
              __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_27 * __pyx_v_outside.strides[0]) ) + __pyx_t_28 * __pyx_v_outside.strides[1]) ) + __pyx_t_29 * __pyx_v_outside.strides[2]) ) + __pyx_t_30 * __pyx_v_outside.strides[3]) ))));

              /* "discodop/plcfrs.pyx":454
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              __pyx_t_3 = ((__pyx_v_score > 300.0) != 0);
              if (__pyx_t_3) {

                /* "discodop/plcfrs.pyx":455
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 * 								continue             # <<<<<<<<<<<<<<
 * 						elif estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 */
                goto __pyx_L29_continue;

                /* "discodop/plcfrs.pyx":454
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              }

              /* "discodop/plcfrs.pyx":451
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
              break;

              /* "discodop/plcfrs.pyx":456
 * 							if score > MAX_LOGPROB:
 * 								continue
 * 						elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left
 */
              case 2:

              /* "discodop/plcfrs.pyx":458
 * 						elif estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left             # <<<<<<<<<<<<<<
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								gaps = abitlength(newitem.vec, SLOTS
 */
              __pyx_v_gaps = ((__pyx_f_8discodop_3bit_bitlength(__pyx_v_newitem.vec) - __pyx_v_length) - __pyx_v_left);

              /* "discodop/plcfrs.pyx":462
 * 								gaps = abitlength(newitem.vec, SLOTS
 * 										) - length - left
 * 							right = lensent - length - left - gaps             # <<<<<<<<<<<<<<
 * 							score += outside[
 * 									rule.lhs, length, left + right, gaps]
 */
              __pyx_v_right = (((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left) - __pyx_v_gaps);

              /* "discodop/plcfrs.pyx":463
 * 										) - length - left
 * 							right = lensent - length - left - gaps
 * 							score += outside[             # <<<<<<<<<<<<<<
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:
 */
              __pyx_t_31 = __pyx_v_rule->lhs;
              __pyx_t_32 = __pyx_v_length;
              __pyx_t_33 = (__pyx_v_left + __pyx_v_right);
              __pyx_t_34 = __pyx_v_gaps;
              __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_31 * __pyx_v_outside.strides[0]) ) + __pyx_t_32 * __pyx_v_outside.strides[1]) ) + __pyx_t_33 * __pyx_v_outside.strides[2]) ) + __pyx_t_34 * __pyx_v_outside.strides[3]) ))));

              /* "discodop/plcfrs.pyx":465
 * 							score += outside[
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						else:
 */
              __pyx_t_3 = ((__pyx_v_score > 300.0) != 0);
              if (__pyx_t_3) {

                /* "discodop/plcfrs.pyx":466
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:
 * 								continue             # <<<<<<<<<<<<<<
 * 						else:
 * 							score += length * MAX_LOGPROB
 */
                goto __pyx_L29_continue;

                /* "discodop/plcfrs.pyx":465
 * 							score += outside[
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						else:
 */
              }

              /* "discodop/plcfrs.pyx":456
 * 							if score > MAX_LOGPROB:
 * 								continue
 * 						elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left
 */
              break;
              default:

              /* "discodop/plcfrs.pyx":468
 * 								continue
 * 						else:
 * 							score += length * MAX_LOGPROB             # <<<<<<<<<<<<<<
 * 						if process_edge[LCFRSItem_fused, LCFRSChart_fused](
 * 								newitem, newprob, score, rule, sibidx, sib,
 */
              __pyx_v_score = (__pyx_v_score + (__pyx_v_length * 300.0));
              break;
            }

            /* "discodop/plcfrs.pyx":472
 * 								newitem, newprob, score, rule, sibidx, sib,
 * 								agenda, chart, estimatetype, whitelist,
 * 								splitprune and grammar.fanout[rule.lhs] != 1,             # <<<<<<<<<<<<<<
 * 								markorigin,
 * 								beam_beta if length <= beam_delta else 0.0):
 */
            __pyx_t_4 = (__pyx_v_splitprune != 0);
            if (__pyx_t_4) {
            } else {
              __pyx_t_3 = __pyx_t_4;
              goto __pyx_L36_bool_binop_done;
            }
            __pyx_t_4 = (((__pyx_v_grammar->fanout[__pyx_v_rule->lhs]) != 1) != 0);
            __pyx_t_3 = __pyx_t_4;
            __pyx_L36_bool_binop_done:;

            /* "discodop/plcfrs.pyx":474
 * 								splitprune and grammar.fanout[rule.lhs] != 1,
 * 								markorigin,
 * 								beam_beta if length <= beam_delta else 0.0):             # <<<<<<<<<<<<<<
 * 							pass
 * 						else:
 */
            if (((__pyx_v_length <= __pyx_v_beam_delta) != 0)) {
              __pyx_t_12 = __pyx_v_beam_beta;
            } else {
              __pyx_t_12 = 0.0;
            }

            /* "discodop/plcfrs.pyx":469
 * 						else:
 * 							score += length * MAX_LOGPROB
 * 						if process_edge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 								newitem, newprob, score, rule, sibidx, sib,
 * 								agenda, chart, estimatetype, whitelist,
 */
            __pyx_t_4 = (__pyx_fuse_0_0__pyx_f_8discodop_6plcfrs_process_edge(__pyx_v_newitem, __pyx_v_newprob, __pyx_v_score, __pyx_v_rule, __pyx_v_sibidx, __pyx_v_sib, ((Agenda<ItemNo,std::pair<Prob,Prob> >  &)__pyx_v_agenda), __pyx_v_chart, __pyx_v_estimatetype, __pyx_v_whitelist, __pyx_t_3, __pyx_v_markorigin, __pyx_t_12) != 0);
            if (__pyx_t_4) {
              goto __pyx_L35;
            }

            /* "discodop/plcfrs.pyx":477
 * 							pass
 * 						else:
 * 							blocked += 1             # <<<<<<<<<<<<<<
 * 			# binary production, item from agenda is on the left
 * 			for n in range(grammar.numbinary):
 */
            /*else*/ {
              __pyx_v_blocked = (__pyx_v_blocked + 1);
            }
            __pyx_L35:;

            /* "discodop/plcfrs.pyx":435
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):             # <<<<<<<<<<<<<<
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 */
          }

          /* "discodop/plcfrs.pyx":432
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:             # <<<<<<<<<<<<<<
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 */
          __pyx_L29_continue:;
        }
        __pyx_L22_continue:;
      }
      __pyx_L23_break:;

      /* "discodop/plcfrs.pyx":479
 * 							blocked += 1
 * 			# binary production, item from agenda is on the left
 * 			for n in range(grammar.numbinary):             # <<<<<<<<<<<<<<
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:
 */
      __pyx_t_14 = __pyx_v_grammar->numbinary;
      for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
        __pyx_v_n = __pyx_t_15;

        /* "discodop/plcfrs.pyx":480
 * 			# binary production, item from agenda is on the left
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.lbinary[item.label][n])             # <<<<<<<<<<<<<<
 * 				if rule.rhs1 != item.label:
 * 					break
 */
        __pyx_v_rule = (&((__pyx_v_grammar->lbinary[__pyx_v_item.label])[__pyx_v_n]));

        /* "discodop/plcfrs.pyx":481
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs2] is None:
 */
        __pyx_t_4 = ((__pyx_v_rule->rhs1 != __pyx_v_item.label) != 0);
        if (__pyx_t_4) {

          /* "discodop/plcfrs.pyx":482
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:
 * 					break             # <<<<<<<<<<<<<<
 * 				# elif chart.probs[rule.rhs2] is None:
 * 				# 	continue
 */
          goto __pyx_L39_break;

          /* "discodop/plcfrs.pyx":481
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs2] is None:
 */
        }

        /* "discodop/plcfrs.pyx":485
 * 				# elif chart.probs[rule.rhs2] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs2
 */
        __pyx_t_4 = (TESTBIT(__pyx_v_grammar->mask, __pyx_v_rule->no) != 0);
        if (__pyx_t_4) {

          /* "discodop/plcfrs.pyx":486
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue             # <<<<<<<<<<<<<<
 * 				tmpitem.label = rule.rhs2
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 */
          goto __pyx_L38_continue;

          /* "discodop/plcfrs.pyx":485
 * 				# elif chart.probs[rule.rhs2] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs2
 */
        }

        /* "discodop/plcfrs.pyx":487
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 * 				tmpitem.label = rule.rhs2             # <<<<<<<<<<<<<<
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 */
        __pyx_t_24 = __pyx_v_rule->rhs2;
        __pyx_v_tmpitem.label = __pyx_t_24;

        /* "discodop/plcfrs.pyx":488
 * 					continue
 * 				tmpitem.label = rule.rhs2
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)             # <<<<<<<<<<<<<<
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 */
        __pyx_v_itemidxit = __pyx_v_chart->itemindex.lower_bound(__pyx_v_tmpitem);

        /* "discodop/plcfrs.pyx":489
 * 				tmpitem.label = rule.rhs2
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()             # <<<<<<<<<<<<<<
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 */
        __pyx_v_sibvec.clear();

        /* "discodop/plcfrs.pyx":490
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()             # <<<<<<<<<<<<<<
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 * 					sib = dereference(itemidxit).first
 */
        while (1) {

          /* "discodop/plcfrs.pyx":491
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs2):             # <<<<<<<<<<<<<<
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 */
          __pyx_t_3 = ((__pyx_v_itemidxit != __pyx_v_chart->itemindex.end()) != 0);
          if (__pyx_t_3) {
          } else {
            __pyx_t_4 = __pyx_t_3;
            goto __pyx_L43_bool_binop_done;
          }
          __pyx_t_3 = (((*__pyx_v_itemidxit).first.label == __pyx_v_rule->rhs2) != 0);
          __pyx_t_4 = __pyx_t_3;
          __pyx_L43_bool_binop_done:;
          if (!__pyx_t_4) break;

          /* "discodop/plcfrs.pyx":492
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 * 					sib = dereference(itemidxit).first             # <<<<<<<<<<<<<<
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 */
          __pyx_t_25 = (*__pyx_v_itemidxit).first;
          __pyx_v_sib = __pyx_t_25;

          /* "discodop/plcfrs.pyx":493
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second             # <<<<<<<<<<<<<<
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 */
          __pyx_t_11 = (*__pyx_v_itemidxit).second;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":494
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)             # <<<<<<<<<<<<<<
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 */
          try {
            __pyx_v_sibvec.push_back(__pyx_v_sibidx);
          } catch(...) {
            __Pyx_CppExn2PyErr();
            __PYX_ERR(0, 494, __pyx_L1_error)
          }

          /* "discodop/plcfrs.pyx":495
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)             # <<<<<<<<<<<<<<
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 */
          (__pyx_v_itemidxit++);
        }

        /* "discodop/plcfrs.pyx":496
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:             # <<<<<<<<<<<<<<
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 */
        __pyx_t_26 = __pyx_v_sibvec.begin();
        for (;;) {
          if (!(__pyx_t_26 != __pyx_v_sibvec.end())) break;
          __pyx_t_11 = *__pyx_t_26;
          ++__pyx_t_26;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":497
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]             # <<<<<<<<<<<<<<
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 * 						newitem.label = rule.lhs
 */
          __pyx_v_sib = (__pyx_v_chart->items[__pyx_v_sibidx]);

          /* "discodop/plcfrs.pyx":498
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):             # <<<<<<<<<<<<<<
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 */
          __pyx_t_4 = (__pyx_fuse_0__pyx_f_8discodop_6plcfrs_concat(__pyx_v_rule, (&__pyx_v_item), (&__pyx_v_sib)) != 0);
          if (__pyx_t_4) {

            /* "discodop/plcfrs.pyx":499
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 * 						newitem.label = rule.lhs             # <<<<<<<<<<<<<<
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]
 */
            __pyx_t_24 = __pyx_v_rule->lhs;
            __pyx_v_newitem.label = __pyx_t_24;

            /* "discodop/plcfrs.pyx":500
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)             # <<<<<<<<<<<<<<
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 */
            __pyx_fuse_0__pyx_f_8discodop_6plcfrs_combine_item((&__pyx_v_newitem), (&__pyx_v_item), (&__pyx_v_sib));

            /* "discodop/plcfrs.pyx":501
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]             # <<<<<<<<<<<<<<
 * 						if siblingprob == INFINITY:
 * 							continue
 */
            __pyx_v_siblingprob = (__pyx_v_chart->__pyx_base.__pyx_base.probs[__pyx_v_sibidx]);

            /* "discodop/plcfrs.pyx":502
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            __pyx_t_4 = ((__pyx_v_siblingprob == HUGE_VAL) != 0);
            if (__pyx_t_4) {

              /* "discodop/plcfrs.pyx":503
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 * 							continue             # <<<<<<<<<<<<<<
 * 						score = newprob = prob + siblingprob + rule.prob
 * 						if LCFRSItem_fused is SmallChartItem:
 */
              goto __pyx_L45_continue;

              /* "discodop/plcfrs.pyx":502
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            }

            /* "discodop/plcfrs.pyx":504
 * 						if siblingprob == INFINITY:
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob             # <<<<<<<<<<<<<<
 * 						if LCFRSItem_fused is SmallChartItem:
 * 							length = bitcount(newitem.vec)
 */
            __pyx_t_12 = ((__pyx_v_prob + __pyx_v_siblingprob) + __pyx_v_rule->prob);
            __pyx_v_score = __pyx_t_12;
            __pyx_v_newprob = __pyx_t_12;

            /* "discodop/plcfrs.pyx":506
 * 						score = newprob = prob + siblingprob + rule.prob
 * 						if LCFRSItem_fused is SmallChartItem:
 * 							length = bitcount(newitem.vec)             # <<<<<<<<<<<<<<
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 */
            __pyx_v_length = __pyx_f_8discodop_3bit_bitcount(__pyx_v_newitem.vec, 0);

            /* "discodop/plcfrs.pyx":509
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
            switch (__pyx_v_estimatetype) {
              case 1:
              case 2:

              /* "discodop/plcfrs.pyx":511
 * 						if estimatetype == SX or estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)             # <<<<<<<<<<<<<<
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 */
              __pyx_v_left = __pyx_f_8discodop_3bit_nextset(__pyx_v_newitem.vec, 0);

              /* "discodop/plcfrs.pyx":509
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
              break;
              default: break;
            }

            /* "discodop/plcfrs.pyx":514
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
            switch (__pyx_v_estimatetype) {
              case 1:

              /* "discodop/plcfrs.pyx":515
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:
 * 							right = lensent - length - left             # <<<<<<<<<<<<<<
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 */
              __pyx_v_right = ((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left);

              /* "discodop/plcfrs.pyx":516
 * 						if estimatetype == SX:
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]             # <<<<<<<<<<<<<<
 * 							if score > MAX_LOGPROB:
 * 								continue
 */
              __pyx_t_35 = __pyx_v_rule->lhs;
              __pyx_t_36 = __pyx_v_left;
              __pyx_t_37 = __pyx_v_right;
              __pyx_t_38 = 0;
              __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_35 * __pyx_v_outside.strides[0]) ) + __pyx_t_36 * __pyx_v_outside.strides[1]) ) + __pyx_t_37 * __pyx_v_outside.strides[2]) ) + __pyx_t_38 * __pyx_v_outside.strides[3]) ))));

              /* "discodop/plcfrs.pyx":517
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              __pyx_t_4 = ((__pyx_v_score > 300.0) != 0);
              if (__pyx_t_4) {

                /* "discodop/plcfrs.pyx":518
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 * 								continue             # <<<<<<<<<<<<<<
 * 						elif estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 */
                goto __pyx_L45_continue;

                /* "discodop/plcfrs.pyx":517
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              }

              /* "discodop/plcfrs.pyx":514
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
              break;

              /* "discodop/plcfrs.pyx":519
 * 							if score > MAX_LOGPROB:
 * 								continue
 * 						elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left
 */
              case 2:

              /* "discodop/plcfrs.pyx":521
 * 						elif estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left             # <<<<<<<<<<<<<<
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								gaps = abitlength(newitem.vec, SLOTS
 */
              __pyx_v_gaps = ((__pyx_f_8discodop_3bit_bitlength(__pyx_v_newitem.vec) - __pyx_v_length) - __pyx_v_left);

              /* "discodop/plcfrs.pyx":525
 * 								gaps = abitlength(newitem.vec, SLOTS
 * 										) - length - left
 * 							right = lensent - length - left - gaps             # <<<<<<<<<<<<<<
 * 							score += outside[rule.lhs, length,
 * 									left + right, gaps]
 */
              __pyx_v_right = (((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left) - __pyx_v_gaps);

              /* "discodop/plcfrs.pyx":526
 * 										) - length - left
 * 							right = lensent - length - left - gaps
 * 							score += outside[rule.lhs, length,             # <<<<<<<<<<<<<<
 * 									left + right, gaps]
 * 							if score > MAX_LOGPROB:
 */
              __pyx_t_39 = __pyx_v_rule->lhs;
              __pyx_t_40 = __pyx_v_length;
              __pyx_t_41 = (__pyx_v_left + __pyx_v_right);
              __pyx_t_42 = __pyx_v_gaps;
              __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_39 * __pyx_v_outside.strides[0]) ) + __pyx_t_40 * __pyx_v_outside.strides[1]) ) + __pyx_t_41 * __pyx_v_outside.strides[2]) ) + __pyx_t_42 * __pyx_v_outside.strides[3]) ))));

              /* "discodop/plcfrs.pyx":528
 * 							score += outside[rule.lhs, length,
 * 									left + right, gaps]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						else:
 */
              __pyx_t_4 = ((__pyx_v_score > 300.0) != 0);
              if (__pyx_t_4) {

                /* "discodop/plcfrs.pyx":529
 * 									left + right, gaps]
 * 							if score > MAX_LOGPROB:
 * 								continue             # <<<<<<<<<<<<<<
 * 						else:
 * 							score += length * MAX_LOGPROB
 */
                goto __pyx_L45_continue;

                /* "discodop/plcfrs.pyx":528
 * 							score += outside[rule.lhs, length,
 * 									left + right, gaps]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						else:
 */
              }

              /* "discodop/plcfrs.pyx":519
 * 							if score > MAX_LOGPROB:
 * 								continue
 * 						elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left
 */
              break;
              default:

              /* "discodop/plcfrs.pyx":531
 * 								continue
 * 						else:
 * 							score += length * MAX_LOGPROB             # <<<<<<<<<<<<<<
 * 						if process_edge[LCFRSItem_fused, LCFRSChart_fused](
 * 								newitem, newprob, score, rule, itemidx, item,
 */
              __pyx_v_score = (__pyx_v_score + (__pyx_v_length * 300.0));
              break;
            }

            /* "discodop/plcfrs.pyx":535
 * 								newitem, newprob, score, rule, itemidx, item,
 * 								agenda, chart, estimatetype, whitelist,
 * 								splitprune and grammar.fanout[rule.lhs] != 1,             # <<<<<<<<<<<<<<
 * 								markorigin,
 * 								beam_beta if length <= beam_delta else 0.0):
 */
            __pyx_t_3 = (__pyx_v_splitprune != 0);
            if (__pyx_t_3) {
            } else {
              __pyx_t_4 = __pyx_t_3;
              goto __pyx_L52_bool_binop_done;
            }
            __pyx_t_3 = (((__pyx_v_grammar->fanout[__pyx_v_rule->lhs]) != 1) != 0);
            __pyx_t_4 = __pyx_t_3;
            __pyx_L52_bool_binop_done:;

            /* "discodop/plcfrs.pyx":537
 * 								splitprune and grammar.fanout[rule.lhs] != 1,
 * 								markorigin,
 * 								beam_beta if length <= beam_delta else 0.0):             # <<<<<<<<<<<<<<
 * 							pass
 * 						else:
 */
            if (((__pyx_v_length <= __pyx_v_beam_delta) != 0)) {
              __pyx_t_12 = __pyx_v_beam_beta;
            } else {
              __pyx_t_12 = 0.0;
            }

            /* "discodop/plcfrs.pyx":532
 * 						else:
 * 							score += length * MAX_LOGPROB
 * 						if process_edge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 								newitem, newprob, score, rule, itemidx, item,
 * 								agenda, chart, estimatetype, whitelist,
 */
            __pyx_t_3 = (__pyx_fuse_0_0__pyx_f_8discodop_6plcfrs_process_edge(__pyx_v_newitem, __pyx_v_newprob, __pyx_v_score, __pyx_v_rule, __pyx_v_itemidx, __pyx_v_item, ((Agenda<ItemNo,std::pair<Prob,Prob> >  &)__pyx_v_agenda), __pyx_v_chart, __pyx_v_estimatetype, __pyx_v_whitelist, __pyx_t_4, __pyx_v_markorigin, __pyx_t_12) != 0);
            if (__pyx_t_3) {
              goto __pyx_L51;
            }

            /* "discodop/plcfrs.pyx":540
 * 							pass
 * 						else:
 * 							blocked += 1             # <<<<<<<<<<<<<<
 * 		if agenda.size() > maxA:
 * 			maxA = agenda.size()
 */
            /*else*/ {
              __pyx_v_blocked = (__pyx_v_blocked + 1);
            }
            __pyx_L51:;

            /* "discodop/plcfrs.pyx":498
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):             # <<<<<<<<<<<<<<
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 */
          }

          /* "discodop/plcfrs.pyx":496
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:             # <<<<<<<<<<<<<<
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 */
          __pyx_L45_continue:;
        }
        __pyx_L38_continue:;
      }
      __pyx_L39_break:;
    }
    __pyx_L11:;

    /* "discodop/plcfrs.pyx":541
 * 						else:
 * 							blocked += 1
 * 		if agenda.size() > maxA:             # <<<<<<<<<<<<<<
 * 			maxA = agenda.size()
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 * 			sent, tags, whitelist, estimates)
 * 	if not covered:             # <<<<<<<<<<<<<<
 * 		return chart, msg
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 * 			sent, tags, whitelist, estimates)
 * 	if not covered:
 * 		return chart, msg             # <<<<<<<<<<<<<<
 * 	assert not agenda.empty()
 * 
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 * 			grammar, agenda, chart, newitem,
 * 			sent, tags, whitelist, estimates)
 * 	if not covered:             # <<<<<<<<<<<<<<
 * 		return chart, msg
 * 	assert not agenda.empty()
 */
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 * 	if not covered:
 * 		return chart, msg
 * 	assert not agenda.empty()             # <<<<<<<<<<<<<<
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 * 	while not agenda.empty():  # main parsing loop
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 * 	assert not agenda.empty()
 * 
 * 	while not agenda.empty():  # main parsing loop             # <<<<<<<<<<<<<<
 * 		entry = agenda.pop()
 * 		itemidx = entry.first
 */
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 * 
 * 	while not agenda.empty():  # main parsing loop
 * 		entry = agenda.pop()             # <<<<<<<<<<<<<<
 * 		itemidx = entry.first
 * 		prob = entry.second.second
 */
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 * 	while not agenda.empty():  # main parsing loop
 * 		entry = agenda.pop()
 * 		itemidx = entry.first             # <<<<<<<<<<<<<<
 * 		prob = entry.second.second
 * 		item = chart.items[itemidx]
 */
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 * 		entry = agenda.pop()
 * 		itemidx = entry.first
 * 		prob = entry.second.second             # <<<<<<<<<<<<<<
 * 		item = chart.items[itemidx]
 * 		# store viterbi probability; cannot do this when this item is added to
 */
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 * 		itemidx = entry.first
 * 		prob = entry.second.second
 * 		item = chart.items[itemidx]             # <<<<<<<<<<<<<<
 * 		# store viterbi probability; cannot do this when this item is added to
 * 		# the agenda because that would give rise to duplicate edges.
 */
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 * 		# store viterbi probability; cannot do this when this item is added to
 * 		# the agenda because that would give rise to duplicate edges.
 * 		chart.updateprob(itemidx, prob)             # <<<<<<<<<<<<<<
 * 		if item == goal:
 * 			if not exhaustive:
 */
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 * 		# the agenda because that would give rise to duplicate edges.
 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:             # <<<<<<<<<<<<<<
 * 			if not exhaustive:
 * 				break
 */
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 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:
 * 			if not exhaustive:             # <<<<<<<<<<<<<<
 * 				break
 * 		else:
 */
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 * 		if item == goal:
 * 			if not exhaustive:
 * 				break             # <<<<<<<<<<<<<<
 * 		else:
 * 			# unary
 */
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 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:
 * 			if not exhaustive:             # <<<<<<<<<<<<<<
 * 				break
 * 		else:
 */
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 * 		# the agenda because that would give rise to duplicate edges.
 * 		chart.updateprob(itemidx, prob)
 * 		if item == goal:             # <<<<<<<<<<<<<<
 * 			if not exhaustive:
 * 				break
 */
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    }

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 * 		else:
 * 			# unary
 * 			if LCFRSItem_fused is SmallChartItem:             # <<<<<<<<<<<<<<
 * 				length = bitcount(item.vec)
 * 				newitem.vec = item.vec
 */
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 * 				newitem.vec = item.vec
 * 			elif LCFRSItem_fused is FatChartItem:
 * 				length = abitcount(item.vec, SLOTS)             # <<<<<<<<<<<<<<
 * 				memcpy(<void *>newitem.vec, <void *>item.vec,
 * 						SLOTS * sizeof(uint64_t))
 */
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 * 			elif LCFRSItem_fused is FatChartItem:
 * 				length = abitcount(item.vec, SLOTS)
 * 				memcpy(<void *>newitem.vec, <void *>item.vec,             # <<<<<<<<<<<<<<
 * 						SLOTS * sizeof(uint64_t))
 * 			if estimates is not None:
 */
      memcpy(((void *)__pyx_v_newitem.vec), ((void *)__pyx_v_item.vec), (2 * (sizeof(uint64_t))));

      /* "discodop/plcfrs.pyx":372
 * 				memcpy(<void *>newitem.vec, <void *>item.vec,
 * 						SLOTS * sizeof(uint64_t))
 * 			if estimates is not None:             # <<<<<<<<<<<<<<
 * 				if LCFRSItem_fused is SmallChartItem:
 * 					left = nextset(item.vec, 0)
 */
      __pyx_t_3 = (__pyx_v_estimates != Py_None);
      __pyx_t_4 = (__pyx_t_3 != 0);
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 * 					right = lensent - length - left - gaps
 * 				elif LCFRSItem_fused is FatChartItem:
 * 					left = anextset(item.vec, 0, SLOTS)             # <<<<<<<<<<<<<<
 * 					gaps = abitlength(item.vec, SLOTS) - length - left
 * 					right = lensent - length - left - gaps
 */
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 * 				elif LCFRSItem_fused is FatChartItem:
 * 					left = anextset(item.vec, 0, SLOTS)
 * 					gaps = abitlength(item.vec, SLOTS) - length - left             # <<<<<<<<<<<<<<
 * 					right = lensent - length - left - gaps
 * 			for n in range(grammar.numunary):
 */
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 * 					left = anextset(item.vec, 0, SLOTS)
 * 					gaps = abitlength(item.vec, SLOTS) - length - left
 * 					right = lensent - length - left - gaps             # <<<<<<<<<<<<<<
 * 			for n in range(grammar.numunary):
 * 				rule = &(grammar.unary[item.label][n])
 */
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 * 				memcpy(<void *>newitem.vec, <void *>item.vec,
 * 						SLOTS * sizeof(uint64_t))
 * 			if estimates is not None:             # <<<<<<<<<<<<<<
 * 				if LCFRSItem_fused is SmallChartItem:
 * 					left = nextset(item.vec, 0)
 */
      }

      /* "discodop/plcfrs.pyx":381
 * 					gaps = abitlength(item.vec, SLOTS) - length - left
 * 					right = lensent - length - left - gaps
 * 			for n in range(grammar.numunary):             # <<<<<<<<<<<<<<
 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:
 */
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        /* "discodop/plcfrs.pyx":382
 * 					right = lensent - length - left - gaps
 * 			for n in range(grammar.numunary):
 * 				rule = &(grammar.unary[item.label][n])             # <<<<<<<<<<<<<<
 * 				if rule.rhs1 != item.label:
 * 					break
 */
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        /* "discodop/plcfrs.pyx":383
 * 			for n in range(grammar.numunary):
 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):
 */
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 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:
 * 					break             # <<<<<<<<<<<<<<
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 */
          goto __pyx_L15_break;

          /* "discodop/plcfrs.pyx":383
 * 			for n in range(grammar.numunary):
 * 				rule = &(grammar.unary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):
 */
        }

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 * 				if rule.rhs1 != item.label:
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				score = newprob = prob + rule.prob
 */
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 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue             # <<<<<<<<<<<<<<
 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:
 */
          goto __pyx_L14_continue;

          /* "discodop/plcfrs.pyx":385
 * 				if rule.rhs1 != item.label:
 * 					break
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				score = newprob = prob + rule.prob
 */
        }

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 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 * 				score = newprob = prob + rule.prob             # <<<<<<<<<<<<<<
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]
 */
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 * 					continue
 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:
 */
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 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]             # <<<<<<<<<<<<<<
 * 					if score > MAX_LOGPROB:
 * 						continue
 */
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          __pyx_t_16 = __pyx_v_left;
          __pyx_t_17 = __pyx_v_right;
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          /* "discodop/plcfrs.pyx":390
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				elif estimatetype == SXlrgaps:
 */
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 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:
 * 						continue             # <<<<<<<<<<<<<<
 * 				elif estimatetype == SXlrgaps:
 * 					score += outside[
 */
            goto __pyx_L14_continue;

            /* "discodop/plcfrs.pyx":390
 * 				if estimatetype == SX:
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				elif estimatetype == SXlrgaps:
 */
          }

          /* "discodop/plcfrs.pyx":388
 * 					continue
 * 				score = newprob = prob + rule.prob
 * 				if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 					score += outside[rule.lhs, left, right, 0]
 * 					if score > MAX_LOGPROB:
 */
          break;

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 * 					if score > MAX_LOGPROB:
 * 						continue
 * 				elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 */
          case 2:

          /* "discodop/plcfrs.pyx":393
 * 						continue
 * 				elif estimatetype == SXlrgaps:
 * 					score += outside[             # <<<<<<<<<<<<<<
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:
 */
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          __pyx_t_20 = __pyx_v_length;
          __pyx_t_21 = (__pyx_v_left + __pyx_v_right);
          __pyx_t_22 = __pyx_v_gaps;
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          /* "discodop/plcfrs.pyx":395
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				else:
 */
          __pyx_t_4 = ((__pyx_v_score > 300.0) != 0);
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            /* "discodop/plcfrs.pyx":396
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:
 * 						continue             # <<<<<<<<<<<<<<
 * 				else:
 * 					# add length of span to score so that all items of length n
 */
            goto __pyx_L14_continue;

            /* "discodop/plcfrs.pyx":395
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 * 					if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 						continue
 * 				else:
 */
          }

          /* "discodop/plcfrs.pyx":392
 * 					if score > MAX_LOGPROB:
 * 						continue
 * 				elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 					score += outside[
 * 							rule.lhs, length, left + right, gaps]
 */
          break;
          default:

          /* "discodop/plcfrs.pyx":400
 * 					# add length of span to score so that all items of length n
 * 					# have a strictly lower score than items with length n + 1.
 * 					score += length * MAX_LOGPROB             # <<<<<<<<<<<<<<
 * 				newitem.label = rule.lhs
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](
 */
          __pyx_v_score = (__pyx_v_score + (__pyx_v_length * 300.0));
          break;
        }

        /* "discodop/plcfrs.pyx":401
 * 					# have a strictly lower score than items with length n + 1.
 * 					score += length * MAX_LOGPROB
 * 				newitem.label = rule.lhs             # <<<<<<<<<<<<<<
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](
 * 						newitem, newprob, score, rule, itemidx, item,
 */
        __pyx_t_23 = __pyx_v_rule->lhs;
        __pyx_v_newitem.label = __pyx_t_23;

        /* "discodop/plcfrs.pyx":405
 * 						newitem, newprob, score, rule, itemidx, item,
 * 						agenda, chart, estimatetype, whitelist,
 * 						splitprune and grammar.fanout[rule.lhs] != 1,             # <<<<<<<<<<<<<<
 * 						markorigin, 0.0):
 * 					if LCFRSItem_fused is SmallChartItem:
 */
        __pyx_t_3 = (__pyx_v_splitprune != 0);
        if (__pyx_t_3) {
        } else {
          __pyx_t_4 = __pyx_t_3;
          goto __pyx_L20_bool_binop_done;
        }
        __pyx_t_3 = (((__pyx_v_grammar->fanout[__pyx_v_rule->lhs]) != 1) != 0);
        __pyx_t_4 = __pyx_t_3;
        __pyx_L20_bool_binop_done:;

        /* "discodop/plcfrs.pyx":402
 * 					score += length * MAX_LOGPROB
 * 				newitem.label = rule.lhs
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 						newitem, newprob, score, rule, itemidx, item,
 * 						agenda, chart, estimatetype, whitelist,
 */
        __pyx_t_3 = (__pyx_fuse_1_1__pyx_f_8discodop_6plcfrs_process_edge(__pyx_v_newitem, __pyx_v_newprob, __pyx_v_score, __pyx_v_rule, __pyx_v_itemidx, __pyx_v_item, ((Agenda<ItemNo,std::pair<Prob,Prob> >  &)__pyx_v_agenda), __pyx_v_chart, __pyx_v_estimatetype, __pyx_v_whitelist, __pyx_t_4, __pyx_v_markorigin, 0.0) != 0);
        if (__pyx_t_3) {

          /* "discodop/plcfrs.pyx":410
 * 						newitem.vec = item.vec
 * 					elif LCFRSItem_fused is FatChartItem:
 * 						memcpy(<void *>newitem.vec, <void *>item.vec,             # <<<<<<<<<<<<<<
 * 								SLOTS * sizeof(uint64_t))
 * 				else:
 */
          memcpy(((void *)__pyx_v_newitem.vec), ((void *)__pyx_v_item.vec), (2 * (sizeof(uint64_t))));

          /* "discodop/plcfrs.pyx":402
 * 					score += length * MAX_LOGPROB
 * 				newitem.label = rule.lhs
 * 				if process_edge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 						newitem, newprob, score, rule, itemidx, item,
 * 						agenda, chart, estimatetype, whitelist,
 */
          goto __pyx_L19;
        }

        /* "discodop/plcfrs.pyx":413
 * 								SLOTS * sizeof(uint64_t))
 * 				else:
 * 					blocked += 1             # <<<<<<<<<<<<<<
 * 			# binary production, item from agenda is on the right
 * 			for n in range(grammar.numbinary):
 */
        /*else*/ {
          __pyx_v_blocked = (__pyx_v_blocked + 1);
        }
        __pyx_L19:;
        __pyx_L14_continue:;
      }
      __pyx_L15_break:;

      /* "discodop/plcfrs.pyx":415
 * 					blocked += 1
 * 			# binary production, item from agenda is on the right
 * 			for n in range(grammar.numbinary):             # <<<<<<<<<<<<<<
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:
 */
      __pyx_t_13 = __pyx_v_grammar->numbinary;
      for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) {
        __pyx_v_n = __pyx_t_14;

        /* "discodop/plcfrs.pyx":416
 * 			# binary production, item from agenda is on the right
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.rbinary[item.label][n])             # <<<<<<<<<<<<<<
 * 				if rule.rhs2 != item.label:
 * 					break
 */
        __pyx_v_rule = (&((__pyx_v_grammar->rbinary[__pyx_v_item.label])[__pyx_v_n]));

        /* "discodop/plcfrs.pyx":417
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs1] is None:
 */
        __pyx_t_3 = ((__pyx_v_rule->rhs2 != __pyx_v_item.label) != 0);
        if (__pyx_t_3) {

          /* "discodop/plcfrs.pyx":418
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:
 * 					break             # <<<<<<<<<<<<<<
 * 				# elif chart.probs[rule.rhs1] is None:
 * 				# 	continue
 */
          goto __pyx_L23_break;

          /* "discodop/plcfrs.pyx":417
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.rbinary[item.label][n])
 * 				if rule.rhs2 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs1] is None:
 */
        }

        /* "discodop/plcfrs.pyx":421
 * 				# elif chart.probs[rule.rhs1] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs1
 */
        __pyx_t_3 = (TESTBIT(__pyx_v_grammar->mask, __pyx_v_rule->no) != 0);
        if (__pyx_t_3) {

          /* "discodop/plcfrs.pyx":422
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue             # <<<<<<<<<<<<<<
 * 				tmpitem.label = rule.rhs1
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 */
          goto __pyx_L22_continue;

          /* "discodop/plcfrs.pyx":421
 * 				# elif chart.probs[rule.rhs1] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs1
 */
        }

        /* "discodop/plcfrs.pyx":423
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 * 				tmpitem.label = rule.rhs1             # <<<<<<<<<<<<<<
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 */
        __pyx_t_23 = __pyx_v_rule->rhs1;
        __pyx_v_tmpitem.label = __pyx_t_23;

        /* "discodop/plcfrs.pyx":424
 * 					continue
 * 				tmpitem.label = rule.rhs1
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)             # <<<<<<<<<<<<<<
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 */
        __pyx_v_itemidxit = __pyx_v_chart->itemindex.lower_bound(__pyx_v_tmpitem);

        /* "discodop/plcfrs.pyx":425
 * 				tmpitem.label = rule.rhs1
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()             # <<<<<<<<<<<<<<
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 */
        __pyx_v_sibvec.clear();

        /* "discodop/plcfrs.pyx":426
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()             # <<<<<<<<<<<<<<
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 * 					sib = dereference(itemidxit).first
 */
        while (1) {

          /* "discodop/plcfrs.pyx":427
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs1):             # <<<<<<<<<<<<<<
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 */
          __pyx_t_4 = ((__pyx_v_itemidxit != __pyx_v_chart->itemindex.end()) != 0);
          if (__pyx_t_4) {
          } else {
            __pyx_t_3 = __pyx_t_4;
            goto __pyx_L27_bool_binop_done;
          }
          __pyx_t_4 = (((*__pyx_v_itemidxit).first.label == __pyx_v_rule->rhs1) != 0);
          __pyx_t_3 = __pyx_t_4;
          __pyx_L27_bool_binop_done:;
          if (!__pyx_t_3) break;

          /* "discodop/plcfrs.pyx":428
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 * 					sib = dereference(itemidxit).first             # <<<<<<<<<<<<<<
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 */
          __pyx_t_24 = (*__pyx_v_itemidxit).first;
          __pyx_v_sib = __pyx_t_24;

          /* "discodop/plcfrs.pyx":429
 * 						and dereference(itemidxit).first.label == rule.rhs1):
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second             # <<<<<<<<<<<<<<
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 */
          __pyx_t_11 = (*__pyx_v_itemidxit).second;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":430
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)             # <<<<<<<<<<<<<<
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 */
          try {
            __pyx_v_sibvec.push_back(__pyx_v_sibidx);
          } catch(...) {
            __Pyx_CppExn2PyErr();
            __PYX_ERR(0, 430, __pyx_L1_error)
          }

          /* "discodop/plcfrs.pyx":431
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)             # <<<<<<<<<<<<<<
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 */
          (__pyx_v_itemidxit++);
        }

        /* "discodop/plcfrs.pyx":432
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:             # <<<<<<<<<<<<<<
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 */
        __pyx_t_25 = __pyx_v_sibvec.begin();
        for (;;) {
          if (!(__pyx_t_25 != __pyx_v_sibvec.end())) break;
          __pyx_t_11 = *__pyx_t_25;
          ++__pyx_t_25;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":433
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]             # <<<<<<<<<<<<<<
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 */
          __pyx_v_sib = (__pyx_v_chart->items[__pyx_v_sibidx]);

          /* "discodop/plcfrs.pyx":434
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)             # <<<<<<<<<<<<<<
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 * 						newitem.label = rule.lhs
 */
          (__pyx_v_itemidxit++);

          /* "discodop/plcfrs.pyx":435
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):             # <<<<<<<<<<<<<<
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 */
          __pyx_t_3 = (__pyx_fuse_1__pyx_f_8discodop_6plcfrs_concat(__pyx_v_rule, (&__pyx_v_sib), (&__pyx_v_item)) != 0);
          if (__pyx_t_3) {

            /* "discodop/plcfrs.pyx":436
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 * 						newitem.label = rule.lhs             # <<<<<<<<<<<<<<
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]
 */
            __pyx_t_23 = __pyx_v_rule->lhs;
            __pyx_v_newitem.label = __pyx_t_23;

            /* "discodop/plcfrs.pyx":437
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)             # <<<<<<<<<<<<<<
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 */
            __pyx_fuse_1__pyx_f_8discodop_6plcfrs_combine_item((&__pyx_v_newitem), (&__pyx_v_sib), (&__pyx_v_item));

            /* "discodop/plcfrs.pyx":438
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]             # <<<<<<<<<<<<<<
 * 						if siblingprob == INFINITY:
 * 							continue
 */
            __pyx_v_siblingprob = (__pyx_v_chart->__pyx_base.__pyx_base.probs[__pyx_v_sibidx]);

            /* "discodop/plcfrs.pyx":439
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            __pyx_t_3 = ((__pyx_v_siblingprob == HUGE_VAL) != 0);
            if (__pyx_t_3) {

              /* "discodop/plcfrs.pyx":440
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 * 							continue             # <<<<<<<<<<<<<<
 * 						score = newprob = prob + siblingprob + rule.prob
 * 						if LCFRSItem_fused is SmallChartItem:
 */
              goto __pyx_L29_continue;

              /* "discodop/plcfrs.pyx":439
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            }

            /* "discodop/plcfrs.pyx":441
 * 						if siblingprob == INFINITY:
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob             # <<<<<<<<<<<<<<
 * 						if LCFRSItem_fused is SmallChartItem:
 * 							length = bitcount(newitem.vec)
 */
            __pyx_t_12 = ((__pyx_v_prob + __pyx_v_siblingprob) + __pyx_v_rule->prob);
            __pyx_v_score = __pyx_t_12;
            __pyx_v_newprob = __pyx_t_12;

            /* "discodop/plcfrs.pyx":445
 * 							length = bitcount(newitem.vec)
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)             # <<<<<<<<<<<<<<
 * 						if estimatetype == SX or estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 */
            __pyx_v_length = __pyx_f_8discodop_3bit_abitcount(__pyx_v_newitem.vec, 2);

            /* "discodop/plcfrs.pyx":446
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
            switch (__pyx_v_estimatetype) {
              case 1:
              case 2:

              /* "discodop/plcfrs.pyx":450
 * 								left = nextset(newitem.vec, 0)
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)             # <<<<<<<<<<<<<<
 * 						if estimatetype == SX:
 * 							right = lensent - length - left
 */
              __pyx_v_left = __pyx_f_8discodop_3bit_anextset(__pyx_v_newitem.vec, 0, 2);

              /* "discodop/plcfrs.pyx":446
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
              break;
              default: break;
            }

            /* "discodop/plcfrs.pyx":451
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
            switch (__pyx_v_estimatetype) {
              case 1:

              /* "discodop/plcfrs.pyx":452
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:
 * 							right = lensent - length - left             # <<<<<<<<<<<<<<
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 */
              __pyx_v_right = ((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left);

              /* "discodop/plcfrs.pyx":453
 * 						if estimatetype == SX:
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]             # <<<<<<<<<<<<<<
 * 							if score > MAX_LOGPROB:
 * 								continue
 */
              __pyx_t_26 = __pyx_v_rule->lhs;
              __pyx_t_27 = __pyx_v_left;
              __pyx_t_28 = __pyx_v_right;
              __pyx_t_29 = 0;
              __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_26 * __pyx_v_outside.strides[0]) ) + __pyx_t_27 * __pyx_v_outside.strides[1]) ) + __pyx_t_28 * __pyx_v_outside.strides[2]) ) + __pyx_t_29 * __pyx_v_outside.strides[3]) ))));

              /* "discodop/plcfrs.pyx":454
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              __pyx_t_3 = ((__pyx_v_score > 300.0) != 0);
              if (__pyx_t_3) {

                /* "discodop/plcfrs.pyx":455
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 * 								continue             # <<<<<<<<<<<<<<
 * 						elif estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 */
                goto __pyx_L29_continue;

                /* "discodop/plcfrs.pyx":454
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              }

              /* "discodop/plcfrs.pyx":451
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
              break;

              /* "discodop/plcfrs.pyx":456
 * 							if score > MAX_LOGPROB:
 * 								continue
 * 						elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left
 */
              case 2:

              /* "discodop/plcfrs.pyx":461
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								gaps = abitlength(newitem.vec, SLOTS
 * 										) - length - left             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left - gaps
 * 							score += outside[
 */
              __pyx_v_gaps = ((__pyx_f_8discodop_3bit_abitlength(__pyx_v_newitem.vec, 2) - __pyx_v_length) - __pyx_v_left);

              /* "discodop/plcfrs.pyx":462
 * 								gaps = abitlength(newitem.vec, SLOTS
 * 										) - length - left
 * 							right = lensent - length - left - gaps             # <<<<<<<<<<<<<<
 * 							score += outside[
 * 									rule.lhs, length, left + right, gaps]
 */
              __pyx_v_right = (((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left) - __pyx_v_gaps);

              /* "discodop/plcfrs.pyx":463
 * 										) - length - left
 * 							right = lensent - length - left - gaps
 * 							score += outside[             # <<<<<<<<<<<<<<
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:
 */
              __pyx_t_30 = __pyx_v_rule->lhs;
              __pyx_t_31 = __pyx_v_length;
              __pyx_t_32 = (__pyx_v_left + __pyx_v_right);
              __pyx_t_33 = __pyx_v_gaps;
              __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_30 * __pyx_v_outside.strides[0]) ) + __pyx_t_31 * __pyx_v_outside.strides[1]) ) + __pyx_t_32 * __pyx_v_outside.strides[2]) ) + __pyx_t_33 * __pyx_v_outside.strides[3]) ))));

              /* "discodop/plcfrs.pyx":465
 * 							score += outside[
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						else:
 */
              __pyx_t_3 = ((__pyx_v_score > 300.0) != 0);
              if (__pyx_t_3) {

                /* "discodop/plcfrs.pyx":466
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:
 * 								continue             # <<<<<<<<<<<<<<
 * 						else:
 * 							score += length * MAX_LOGPROB
 */
                goto __pyx_L29_continue;

                /* "discodop/plcfrs.pyx":465
 * 							score += outside[
 * 									rule.lhs, length, left + right, gaps]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						else:
 */
              }

              /* "discodop/plcfrs.pyx":456
 * 							if score > MAX_LOGPROB:
 * 								continue
 * 						elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								gaps = bitlength(newitem.vec) - length - left
 */
              break;
              default:

              /* "discodop/plcfrs.pyx":468
 * 								continue
 * 						else:
 * 							score += length * MAX_LOGPROB             # <<<<<<<<<<<<<<
 * 						if process_edge[LCFRSItem_fused, LCFRSChart_fused](
 * 								newitem, newprob, score, rule, sibidx, sib,
 */
              __pyx_v_score = (__pyx_v_score + (__pyx_v_length * 300.0));
              break;
            }

            /* "discodop/plcfrs.pyx":472
 * 								newitem, newprob, score, rule, sibidx, sib,
 * 								agenda, chart, estimatetype, whitelist,
 * 								splitprune and grammar.fanout[rule.lhs] != 1,             # <<<<<<<<<<<<<<
 * 								markorigin,
 * 								beam_beta if length <= beam_delta else 0.0):
 */
            __pyx_t_4 = (__pyx_v_splitprune != 0);
            if (__pyx_t_4) {
            } else {
              __pyx_t_3 = __pyx_t_4;
              goto __pyx_L36_bool_binop_done;
            }
            __pyx_t_4 = (((__pyx_v_grammar->fanout[__pyx_v_rule->lhs]) != 1) != 0);
            __pyx_t_3 = __pyx_t_4;
            __pyx_L36_bool_binop_done:;

            /* "discodop/plcfrs.pyx":474
 * 								splitprune and grammar.fanout[rule.lhs] != 1,
 * 								markorigin,
 * 								beam_beta if length <= beam_delta else 0.0):             # <<<<<<<<<<<<<<
 * 							pass
 * 						else:
 */
            if (((__pyx_v_length <= __pyx_v_beam_delta) != 0)) {
              __pyx_t_12 = __pyx_v_beam_beta;
            } else {
              __pyx_t_12 = 0.0;
            }

            /* "discodop/plcfrs.pyx":469
 * 						else:
 * 							score += length * MAX_LOGPROB
 * 						if process_edge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 								newitem, newprob, score, rule, sibidx, sib,
 * 								agenda, chart, estimatetype, whitelist,
 */
            __pyx_t_4 = (__pyx_fuse_1_1__pyx_f_8discodop_6plcfrs_process_edge(__pyx_v_newitem, __pyx_v_newprob, __pyx_v_score, __pyx_v_rule, __pyx_v_sibidx, __pyx_v_sib, ((Agenda<ItemNo,std::pair<Prob,Prob> >  &)__pyx_v_agenda), __pyx_v_chart, __pyx_v_estimatetype, __pyx_v_whitelist, __pyx_t_3, __pyx_v_markorigin, __pyx_t_12) != 0);
            if (__pyx_t_4) {
              goto __pyx_L35;
            }

            /* "discodop/plcfrs.pyx":477
 * 							pass
 * 						else:
 * 							blocked += 1             # <<<<<<<<<<<<<<
 * 			# binary production, item from agenda is on the left
 * 			for n in range(grammar.numbinary):
 */
            /*else*/ {
              __pyx_v_blocked = (__pyx_v_blocked + 1);
            }
            __pyx_L35:;

            /* "discodop/plcfrs.pyx":435
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 * 					if concat[LCFRSItem_fused](rule, &sib, &item):             # <<<<<<<<<<<<<<
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &sib, &item)
 */
          }

          /* "discodop/plcfrs.pyx":432
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:             # <<<<<<<<<<<<<<
 * 					sib = chart.items[sibidx]
 * 					postincrement(itemidxit)
 */
          __pyx_L29_continue:;
        }
        __pyx_L22_continue:;
      }
      __pyx_L23_break:;

      /* "discodop/plcfrs.pyx":479
 * 							blocked += 1
 * 			# binary production, item from agenda is on the left
 * 			for n in range(grammar.numbinary):             # <<<<<<<<<<<<<<
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:
 */
      __pyx_t_13 = __pyx_v_grammar->numbinary;
      for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_13; __pyx_t_14+=1) {
        __pyx_v_n = __pyx_t_14;

        /* "discodop/plcfrs.pyx":480
 * 			# binary production, item from agenda is on the left
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.lbinary[item.label][n])             # <<<<<<<<<<<<<<
 * 				if rule.rhs1 != item.label:
 * 					break
 */
        __pyx_v_rule = (&((__pyx_v_grammar->lbinary[__pyx_v_item.label])[__pyx_v_n]));

        /* "discodop/plcfrs.pyx":481
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs2] is None:
 */
        __pyx_t_4 = ((__pyx_v_rule->rhs1 != __pyx_v_item.label) != 0);
        if (__pyx_t_4) {

          /* "discodop/plcfrs.pyx":482
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:
 * 					break             # <<<<<<<<<<<<<<
 * 				# elif chart.probs[rule.rhs2] is None:
 * 				# 	continue
 */
          goto __pyx_L39_break;

          /* "discodop/plcfrs.pyx":481
 * 			for n in range(grammar.numbinary):
 * 				rule = &(grammar.lbinary[item.label][n])
 * 				if rule.rhs1 != item.label:             # <<<<<<<<<<<<<<
 * 					break
 * 				# elif chart.probs[rule.rhs2] is None:
 */
        }

        /* "discodop/plcfrs.pyx":485
 * 				# elif chart.probs[rule.rhs2] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs2
 */
        __pyx_t_4 = (TESTBIT(__pyx_v_grammar->mask, __pyx_v_rule->no) != 0);
        if (__pyx_t_4) {

          /* "discodop/plcfrs.pyx":486
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue             # <<<<<<<<<<<<<<
 * 				tmpitem.label = rule.rhs2
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 */
          goto __pyx_L38_continue;

          /* "discodop/plcfrs.pyx":485
 * 				# elif chart.probs[rule.rhs2] is None:
 * 				# 	continue
 * 				elif TESTBIT(grammar.mask, rule.no):             # <<<<<<<<<<<<<<
 * 					continue
 * 				tmpitem.label = rule.rhs2
 */
        }

        /* "discodop/plcfrs.pyx":487
 * 				elif TESTBIT(grammar.mask, rule.no):
 * 					continue
 * 				tmpitem.label = rule.rhs2             # <<<<<<<<<<<<<<
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 */
        __pyx_t_23 = __pyx_v_rule->rhs2;
        __pyx_v_tmpitem.label = __pyx_t_23;

        /* "discodop/plcfrs.pyx":488
 * 					continue
 * 				tmpitem.label = rule.rhs2
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)             # <<<<<<<<<<<<<<
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 */
        __pyx_v_itemidxit = __pyx_v_chart->itemindex.lower_bound(__pyx_v_tmpitem);

        /* "discodop/plcfrs.pyx":489
 * 				tmpitem.label = rule.rhs2
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()             # <<<<<<<<<<<<<<
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 */
        __pyx_v_sibvec.clear();

        /* "discodop/plcfrs.pyx":490
 * 				itemidxit = chart.itemindex.lower_bound(tmpitem)
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()             # <<<<<<<<<<<<<<
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 * 					sib = dereference(itemidxit).first
 */
        while (1) {

          /* "discodop/plcfrs.pyx":491
 * 				sibvec.clear()
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs2):             # <<<<<<<<<<<<<<
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 */
          __pyx_t_3 = ((__pyx_v_itemidxit != __pyx_v_chart->itemindex.end()) != 0);
          if (__pyx_t_3) {
          } else {
            __pyx_t_4 = __pyx_t_3;
            goto __pyx_L43_bool_binop_done;
          }
          __pyx_t_3 = (((*__pyx_v_itemidxit).first.label == __pyx_v_rule->rhs2) != 0);
          __pyx_t_4 = __pyx_t_3;
          __pyx_L43_bool_binop_done:;
          if (!__pyx_t_4) break;

          /* "discodop/plcfrs.pyx":492
 * 				while (itemidxit != chart.itemindex.end()
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 * 					sib = dereference(itemidxit).first             # <<<<<<<<<<<<<<
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 */
          __pyx_t_24 = (*__pyx_v_itemidxit).first;
          __pyx_v_sib = __pyx_t_24;

          /* "discodop/plcfrs.pyx":493
 * 						and dereference(itemidxit).first.label == rule.rhs2):
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second             # <<<<<<<<<<<<<<
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 */
          __pyx_t_11 = (*__pyx_v_itemidxit).second;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":494
 * 					sib = dereference(itemidxit).first
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)             # <<<<<<<<<<<<<<
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 */
          try {
            __pyx_v_sibvec.push_back(__pyx_v_sibidx);
          } catch(...) {
            __Pyx_CppExn2PyErr();
            __PYX_ERR(0, 494, __pyx_L1_error)
          }

          /* "discodop/plcfrs.pyx":495
 * 					sibidx = dereference(itemidxit).second
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)             # <<<<<<<<<<<<<<
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 */
          (__pyx_v_itemidxit++);
        }

        /* "discodop/plcfrs.pyx":496
 * 					sibvec.push_back(sibidx)
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:             # <<<<<<<<<<<<<<
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 */
        __pyx_t_25 = __pyx_v_sibvec.begin();
        for (;;) {
          if (!(__pyx_t_25 != __pyx_v_sibvec.end())) break;
          __pyx_t_11 = *__pyx_t_25;
          ++__pyx_t_25;
          __pyx_v_sibidx = __pyx_t_11;

          /* "discodop/plcfrs.pyx":497
 * 					postincrement(itemidxit)
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]             # <<<<<<<<<<<<<<
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 * 						newitem.label = rule.lhs
 */
          __pyx_v_sib = (__pyx_v_chart->items[__pyx_v_sibidx]);

          /* "discodop/plcfrs.pyx":498
 * 				for sibidx in sibvec:
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):             # <<<<<<<<<<<<<<
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 */
          __pyx_t_4 = (__pyx_fuse_1__pyx_f_8discodop_6plcfrs_concat(__pyx_v_rule, (&__pyx_v_item), (&__pyx_v_sib)) != 0);
          if (__pyx_t_4) {

            /* "discodop/plcfrs.pyx":499
 * 					sib = chart.items[sibidx]
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 * 						newitem.label = rule.lhs             # <<<<<<<<<<<<<<
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]
 */
            __pyx_t_23 = __pyx_v_rule->lhs;
            __pyx_v_newitem.label = __pyx_t_23;

            /* "discodop/plcfrs.pyx":500
 * 					if concat[LCFRSItem_fused](rule, &item, &sib):
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)             # <<<<<<<<<<<<<<
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 */
            __pyx_fuse_1__pyx_f_8discodop_6plcfrs_combine_item((&__pyx_v_newitem), (&__pyx_v_item), (&__pyx_v_sib));

            /* "discodop/plcfrs.pyx":501
 * 						newitem.label = rule.lhs
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]             # <<<<<<<<<<<<<<
 * 						if siblingprob == INFINITY:
 * 							continue
 */
            __pyx_v_siblingprob = (__pyx_v_chart->__pyx_base.__pyx_base.probs[__pyx_v_sibidx]);

            /* "discodop/plcfrs.pyx":502
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            __pyx_t_4 = ((__pyx_v_siblingprob == HUGE_VAL) != 0);
            if (__pyx_t_4) {

              /* "discodop/plcfrs.pyx":503
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:
 * 							continue             # <<<<<<<<<<<<<<
 * 						score = newprob = prob + siblingprob + rule.prob
 * 						if LCFRSItem_fused is SmallChartItem:
 */
              goto __pyx_L45_continue;

              /* "discodop/plcfrs.pyx":502
 * 						combine_item[LCFRSItem_fused](&newitem, &item, &sib)
 * 						siblingprob = chart.probs[sibidx]
 * 						if siblingprob == INFINITY:             # <<<<<<<<<<<<<<
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob
 */
            }

            /* "discodop/plcfrs.pyx":504
 * 						if siblingprob == INFINITY:
 * 							continue
 * 						score = newprob = prob + siblingprob + rule.prob             # <<<<<<<<<<<<<<
 * 						if LCFRSItem_fused is SmallChartItem:
 * 							length = bitcount(newitem.vec)
 */
            __pyx_t_12 = ((__pyx_v_prob + __pyx_v_siblingprob) + __pyx_v_rule->prob);
            __pyx_v_score = __pyx_t_12;
            __pyx_v_newprob = __pyx_t_12;

            /* "discodop/plcfrs.pyx":508
 * 							length = bitcount(newitem.vec)
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)             # <<<<<<<<<<<<<<
 * 						if estimatetype == SX or estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 */
            __pyx_v_length = __pyx_f_8discodop_3bit_abitcount(__pyx_v_newitem.vec, 2);

            /* "discodop/plcfrs.pyx":509
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
            switch (__pyx_v_estimatetype) {
              case 1:
              case 2:

              /* "discodop/plcfrs.pyx":513
 * 								left = nextset(newitem.vec, 0)
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)             # <<<<<<<<<<<<<<
 * 						if estimatetype == SX:
 * 							right = lensent - length - left
 */
              __pyx_v_left = __pyx_f_8discodop_3bit_anextset(__pyx_v_newitem.vec, 0, 2);

              /* "discodop/plcfrs.pyx":509
 * 						elif LCFRSItem_fused is FatChartItem:
 * 							length = abitcount(newitem.vec, SLOTS)
 * 						if estimatetype == SX or estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 							if LCFRSItem_fused is SmallChartItem:
 * 								left = nextset(newitem.vec, 0)
 */
              break;
              default: break;
            }

            /* "discodop/plcfrs.pyx":514
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
            switch (__pyx_v_estimatetype) {
              case 1:

              /* "discodop/plcfrs.pyx":515
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:
 * 							right = lensent - length - left             # <<<<<<<<<<<<<<
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 */
              __pyx_v_right = ((__pyx_v_lensent - __pyx_v_length) - __pyx_v_left);

              /* "discodop/plcfrs.pyx":516
 * 						if estimatetype == SX:
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]             # <<<<<<<<<<<<<<
 * 							if score > MAX_LOGPROB:
 * 								continue
 */
              __pyx_t_34 = __pyx_v_rule->lhs;
              __pyx_t_35 = __pyx_v_left;
              __pyx_t_36 = __pyx_v_right;
              __pyx_t_37 = 0;
              __pyx_v_score = (__pyx_v_score + (*((double *) ( /* dim=3 */ (( /* dim=2 */ (( /* dim=1 */ (( /* dim=0 */ (__pyx_v_outside.data + __pyx_t_34 * __pyx_v_outside.strides[0]) ) + __pyx_t_35 * __pyx_v_outside.strides[1]) ) + __pyx_t_36 * __pyx_v_outside.strides[2]) ) + __pyx_t_37 * __pyx_v_outside.strides[3]) ))));

              /* "discodop/plcfrs.pyx":517
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              __pyx_t_4 = ((__pyx_v_score > 300.0) != 0);
              if (__pyx_t_4) {

                /* "discodop/plcfrs.pyx":518
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:
 * 								continue             # <<<<<<<<<<<<<<
 * 						elif estimatetype == SXlrgaps:
 * 							if LCFRSItem_fused is SmallChartItem:
 */
                goto __pyx_L45_continue;

                /* "discodop/plcfrs.pyx":517
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 * 							if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 								continue
 * 						elif estimatetype == SXlrgaps:
 */
              }

              /* "discodop/plcfrs.pyx":514
 * 							elif LCFRSItem_fused is FatChartItem:
 * 								left = anextset(newitem.vec, 0, SLOTS)
 * 						if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 							right = lensent - length - left
 * 							score += outside[rule.lhs, left, right, 0]
 */
              break;

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 * 		inagenda = agenda.member(itemidx)
 * 		inchart = chart.parseforest[itemidx].size() != 0
 * 	scoreprob.first = score             # <<<<<<<<<<<<<<
 * 	scoreprob.second = prob
 * 	if not inagenda and not inchart:
 */
  __pyx_v_scoreprob.first = __pyx_v_score;

  /* "discodop/plcfrs.pyx":582
 * 		inchart = chart.parseforest[itemidx].size() != 0
 * 	scoreprob.first = score
 * 	scoreprob.second = prob             # <<<<<<<<<<<<<<
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 */
  __pyx_v_scoreprob.second = __pyx_v_prob;

  /* "discodop/plcfrs.pyx":583
 * 	scoreprob.first = score
 * 	scoreprob.second = prob
 * 	if not inagenda and not inchart:             # <<<<<<<<<<<<<<
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(
 */
  __pyx_t_3 = ((!(__pyx_v_inagenda != 0)) != 0);
  if (__pyx_t_3) {
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_3 = ((!(__pyx_v_inchart != 0)) != 0);
  __pyx_t_1 = __pyx_t_3;
  __pyx_L5_bool_binop_done:;
  if (__pyx_t_1) {

    /* "discodop/plcfrs.pyx":585
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(             # <<<<<<<<<<<<<<
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 */
    __pyx_t_3 = (((PyObject *)__pyx_v_whitelist) != Py_None);
    __pyx_t_4 = (__pyx_t_3 != 0);
    if (__pyx_t_4) {
    } else {
      __pyx_t_1 = __pyx_t_4;
      goto __pyx_L8_bool_binop_done;
    }

    /* "discodop/plcfrs.pyx":586
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(
 * 				newitem, whitelist, splitprune, markorigin):             # <<<<<<<<<<<<<<
 * 			return False
 * 		elif beam:
 */
    __pyx_t_4 = ((!(__pyx_fuse_0__pyx_f_8discodop_6plcfrs_checkwhitelist(__pyx_v_newitem, __pyx_v_whitelist, __pyx_v_splitprune, __pyx_v_markorigin) != 0)) != 0);
    __pyx_t_1 = __pyx_t_4;
    __pyx_L8_bool_binop_done:;

    /* "discodop/plcfrs.pyx":585
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(             # <<<<<<<<<<<<<<
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 */
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 * 		if whitelist is not None and not checkwhitelist(
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False             # <<<<<<<<<<<<<<
 * 		elif beam:
 * 			label = newitem.label
 */
      __pyx_r = 0;
      goto __pyx_L0;

      /* "discodop/plcfrs.pyx":585
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(             # <<<<<<<<<<<<<<
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 */
    }

    /* "discodop/plcfrs.pyx":588
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 * 		elif beam:             # <<<<<<<<<<<<<<
 * 			label = newitem.label
 * 			newitem.label = 0
 */
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    if (__pyx_t_1) {

      /* "discodop/plcfrs.pyx":589
 * 			return False
 * 		elif beam:
 * 			label = newitem.label             # <<<<<<<<<<<<<<
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 */
      __pyx_t_5 = __pyx_v_newitem.label;
      __pyx_v_label = __pyx_t_5;

      /* "discodop/plcfrs.pyx":590
 * 		elif beam:
 * 			label = newitem.label
 * 			newitem.label = 0             # <<<<<<<<<<<<<<
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()
 */
      __pyx_v_newitem.label = 0;

      /* "discodop/plcfrs.pyx":591
 * 			label = newitem.label
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)             # <<<<<<<<<<<<<<
 * 			if (it == chart.beambuckets.end()
 * 					or prob + beam < dereference(it).second):
 */
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      /* "discodop/plcfrs.pyx":592
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()             # <<<<<<<<<<<<<<
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 */
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        __pyx_t_1 = __pyx_t_4;
        goto __pyx_L11_bool_binop_done;
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      /* "discodop/plcfrs.pyx":593
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()
 * 					or prob + beam < dereference(it).second):             # <<<<<<<<<<<<<<
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:
 */
      __pyx_t_4 = (((__pyx_v_prob + __pyx_v_beam) < (*__pyx_v_it).second) != 0);
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      /* "discodop/plcfrs.pyx":592
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()             # <<<<<<<<<<<<<<
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 */
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        /* "discodop/plcfrs.pyx":594
 * 			if (it == chart.beambuckets.end()
 * 					or prob + beam < dereference(it).second):
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 * 			elif prob > dereference(it).second:
 * 				return False
 */
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        /* "discodop/plcfrs.pyx":592
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()             # <<<<<<<<<<<<<<
 * 					or prob + beam < dereference(it).second):
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 */
        goto __pyx_L10;
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      /* "discodop/plcfrs.pyx":595
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:             # <<<<<<<<<<<<<<
 * 				return False
 * 			newitem.label = label
 */
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        /* "discodop/plcfrs.pyx":596
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:
 * 				return False             # <<<<<<<<<<<<<<
 * 			newitem.label = label
 * 		# haven't seen this item before, won't prune, add to agenda
 */
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        /* "discodop/plcfrs.pyx":595
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:             # <<<<<<<<<<<<<<
 * 				return False
 * 			newitem.label = label
 */
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      /* "discodop/plcfrs.pyx":597
 * 			elif prob > dereference(it).second:
 * 				return False
 * 			newitem.label = label             # <<<<<<<<<<<<<<
 * 		# haven't seen this item before, won't prune, add to agenda
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 */
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      /* "discodop/plcfrs.pyx":588
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 * 		elif beam:             # <<<<<<<<<<<<<<
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 * 			newitem.label = 0
 */
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 * 			newitem.label = label
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 * 		# haven't seen this item before, won't prune, add to agenda
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 * 		chart.items.push_back(newitem)
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 * 		chart.probs.push_back(INFINITY)
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 * 		chart.parseforest.resize(chart.items.size())
 * 		chart.probs.push_back(INFINITY)             # <<<<<<<<<<<<<<
 * 		agenda.setitem(itemidx, scoreprob)
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 * 		chart.probs.push_back(INFINITY)
 * 		agenda.setitem(itemidx, scoreprob)             # <<<<<<<<<<<<<<
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 * 	elif inagenda:
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 * 	scoreprob.first = score
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 * 	if not inagenda and not inchart:             # <<<<<<<<<<<<<<
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(
 */
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 * 		agenda.setitem(itemidx, scoreprob)
 * 	# in agenda (maybe in chart)
 * 	elif inagenda:             # <<<<<<<<<<<<<<
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 * 		agenda.setitem(itemidx, scoreprob)
 * 	# in agenda (maybe in chart)
 * 	elif inagenda:             # <<<<<<<<<<<<<<
 * 		# lower score? => decrease-key in agenda
 * 		agenda.setifbetter(itemidx, scoreprob)
 */
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 * 		agenda.setifbetter(itemidx, scoreprob)
 * 	# not in agenda => must be in chart
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 * 	elif not inagenda and prob < curprob:
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 * 		# re-add to agenda because we found a better score.
 * 		agenda.setitem(itemidx, scoreprob)
 * 		if estimatetype != SXlrgaps:             # <<<<<<<<<<<<<<
 * 			# This should only happen because of an inconsistent or
 * 			# non-monotonic estimate.
 */
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 * 		agenda.setifbetter(itemidx, scoreprob)
 * 	# not in agenda => must be in chart
 * 	elif not inagenda and prob < curprob:             # <<<<<<<<<<<<<<
 * 		# re-add to agenda because we found a better score.
 * 		agenda.setitem(itemidx, scoreprob)
 */
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 * 					' %s', chart.itemstr(itemidx))
 * 	# store this edge, regardless of whether the item was new (unary chains)
 * 	chart.addedge(itemidx, leftitemidx, left, rule)             # <<<<<<<<<<<<<<
 * 	return True
 * 
 */
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 * 	# store this edge, regardless of whether the item was new (unary chains)
 * 	chart.addedge(itemidx, leftitemidx, left, rule)
 * 	return True             # <<<<<<<<<<<<<<
 * 
 * 
 */
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 * 
 * 
 * cdef inline bint process_edge(LCFRSItem_fused newitem,             # <<<<<<<<<<<<<<
 * 		Prob prob, Prob score, ProbRule *rule,
 * 		ItemNo leftitemidx, LCFRSItem_fused& left,
 */

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  Label __pyx_v_label;
  ItemNo __pyx_v_itemidx;
  int __pyx_v_inagenda;
  int __pyx_v_inchart;
  std::pair<Prob,Prob>  __pyx_v_scoreprob;
  Prob __pyx_v_curprob;
  FatChartItemBtreeMap<ItemNo> ::iterator __pyx_v_itemidxit;
  CYTHON_UNUSED double __pyx_v_cuprob;
  FatChartItemBtreeMap<Prob> ::iterator __pyx_v_it;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  ItemNo __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  Label __pyx_t_5;
  std::vector<FatChartItem> ::size_type __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
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 * 			and LCFRSChart_fused is SmallLCFRSChart)):
 * 		return False
 * 	itemidxit = chart.itemindex.find(newitem)             # <<<<<<<<<<<<<<
 * 	if itemidxit == chart.itemindex.end():
 * 		cuprob = INFINITY
 */
  __pyx_v_itemidxit = __pyx_v_chart->itemindex.find(__pyx_v_newitem);

  /* "discodop/plcfrs.pyx":572
 * 		return False
 * 	itemidxit = chart.itemindex.find(newitem)
 * 	if itemidxit == chart.itemindex.end():             # <<<<<<<<<<<<<<
 * 		cuprob = INFINITY
 * 		inagenda = inchart = False
 */
  __pyx_t_1 = ((__pyx_v_itemidxit == __pyx_v_chart->itemindex.end()) != 0);
  if (__pyx_t_1) {

    /* "discodop/plcfrs.pyx":573
 * 	itemidxit = chart.itemindex.find(newitem)
 * 	if itemidxit == chart.itemindex.end():
 * 		cuprob = INFINITY             # <<<<<<<<<<<<<<
 * 		inagenda = inchart = False
 * 		itemidx = curprob = 0
 */
    __pyx_v_cuprob = HUGE_VAL;

    /* "discodop/plcfrs.pyx":574
 * 	if itemidxit == chart.itemindex.end():
 * 		cuprob = INFINITY
 * 		inagenda = inchart = False             # <<<<<<<<<<<<<<
 * 		itemidx = curprob = 0
 * 	else:
 */
    __pyx_v_inagenda = 0;
    __pyx_v_inchart = 0;

    /* "discodop/plcfrs.pyx":575
 * 		cuprob = INFINITY
 * 		inagenda = inchart = False
 * 		itemidx = curprob = 0             # <<<<<<<<<<<<<<
 * 	else:
 * 		itemidx = dereference(itemidxit).second
 */
    __pyx_v_itemidx = 0;
    __pyx_v_curprob = 0.0;

    /* "discodop/plcfrs.pyx":572
 * 		return False
 * 	itemidxit = chart.itemindex.find(newitem)
 * 	if itemidxit == chart.itemindex.end():             # <<<<<<<<<<<<<<
 * 		cuprob = INFINITY
 * 		inagenda = inchart = False
 */
    goto __pyx_L3;
  }

  /* "discodop/plcfrs.pyx":577
 * 		itemidx = curprob = 0
 * 	else:
 * 		itemidx = dereference(itemidxit).second             # <<<<<<<<<<<<<<
 * 		curprob = chart.subtreeprob(itemidx)
 * 		inagenda = agenda.member(itemidx)
 */
  /*else*/ {
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    /* "discodop/plcfrs.pyx":578
 * 	else:
 * 		itemidx = dereference(itemidxit).second
 * 		curprob = chart.subtreeprob(itemidx)             # <<<<<<<<<<<<<<
 * 		inagenda = agenda.member(itemidx)
 * 		inchart = chart.parseforest[itemidx].size() != 0
 */
    __pyx_v_curprob = ((struct __pyx_vtabstruct_8discodop_6plcfrs_FatLCFRSChart *)__pyx_v_chart->__pyx_base.__pyx_base.__pyx_vtab)->__pyx_base.__pyx_base.subtreeprob(((struct __pyx_obj_8discodop_10containers_Chart *)__pyx_v_chart), __pyx_v_itemidx);

    /* "discodop/plcfrs.pyx":579
 * 		itemidx = dereference(itemidxit).second
 * 		curprob = chart.subtreeprob(itemidx)
 * 		inagenda = agenda.member(itemidx)             # <<<<<<<<<<<<<<
 * 		inchart = chart.parseforest[itemidx].size() != 0
 * 	scoreprob.first = score
 */
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    /* "discodop/plcfrs.pyx":580
 * 		curprob = chart.subtreeprob(itemidx)
 * 		inagenda = agenda.member(itemidx)
 * 		inchart = chart.parseforest[itemidx].size() != 0             # <<<<<<<<<<<<<<
 * 	scoreprob.first = score
 * 	scoreprob.second = prob
 */
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  __pyx_L3:;

  /* "discodop/plcfrs.pyx":581
 * 		inagenda = agenda.member(itemidx)
 * 		inchart = chart.parseforest[itemidx].size() != 0
 * 	scoreprob.first = score             # <<<<<<<<<<<<<<
 * 	scoreprob.second = prob
 * 	if not inagenda and not inchart:
 */
  __pyx_v_scoreprob.first = __pyx_v_score;

  /* "discodop/plcfrs.pyx":582
 * 		inchart = chart.parseforest[itemidx].size() != 0
 * 	scoreprob.first = score
 * 	scoreprob.second = prob             # <<<<<<<<<<<<<<
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 */
  __pyx_v_scoreprob.second = __pyx_v_prob;

  /* "discodop/plcfrs.pyx":583
 * 	scoreprob.first = score
 * 	scoreprob.second = prob
 * 	if not inagenda and not inchart:             # <<<<<<<<<<<<<<
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(
 */
  __pyx_t_3 = ((!(__pyx_v_inagenda != 0)) != 0);
  if (__pyx_t_3) {
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_3 = ((!(__pyx_v_inchart != 0)) != 0);
  __pyx_t_1 = __pyx_t_3;
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  if (__pyx_t_1) {

    /* "discodop/plcfrs.pyx":585
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(             # <<<<<<<<<<<<<<
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 */
    __pyx_t_3 = (((PyObject *)__pyx_v_whitelist) != Py_None);
    __pyx_t_4 = (__pyx_t_3 != 0);
    if (__pyx_t_4) {
    } else {
      __pyx_t_1 = __pyx_t_4;
      goto __pyx_L8_bool_binop_done;
    }

    /* "discodop/plcfrs.pyx":586
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(
 * 				newitem, whitelist, splitprune, markorigin):             # <<<<<<<<<<<<<<
 * 			return False
 * 		elif beam:
 */
    __pyx_t_4 = ((!(__pyx_fuse_1__pyx_f_8discodop_6plcfrs_checkwhitelist(__pyx_v_newitem, __pyx_v_whitelist, __pyx_v_splitprune, __pyx_v_markorigin) != 0)) != 0);
    __pyx_t_1 = __pyx_t_4;
    __pyx_L8_bool_binop_done:;

    /* "discodop/plcfrs.pyx":585
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(             # <<<<<<<<<<<<<<
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 */
    if (__pyx_t_1) {

      /* "discodop/plcfrs.pyx":587
 * 		if whitelist is not None and not checkwhitelist(
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False             # <<<<<<<<<<<<<<
 * 		elif beam:
 * 			label = newitem.label
 */
      __pyx_r = 0;
      goto __pyx_L0;

      /* "discodop/plcfrs.pyx":585
 * 	if not inagenda and not inchart:
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(             # <<<<<<<<<<<<<<
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 */
    }

    /* "discodop/plcfrs.pyx":588
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 * 		elif beam:             # <<<<<<<<<<<<<<
 * 			label = newitem.label
 * 			newitem.label = 0
 */
    __pyx_t_1 = (__pyx_v_beam != 0);
    if (__pyx_t_1) {

      /* "discodop/plcfrs.pyx":589
 * 			return False
 * 		elif beam:
 * 			label = newitem.label             # <<<<<<<<<<<<<<
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 */
      __pyx_t_5 = __pyx_v_newitem.label;
      __pyx_v_label = __pyx_t_5;

      /* "discodop/plcfrs.pyx":590
 * 		elif beam:
 * 			label = newitem.label
 * 			newitem.label = 0             # <<<<<<<<<<<<<<
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()
 */
      __pyx_v_newitem.label = 0;

      /* "discodop/plcfrs.pyx":591
 * 			label = newitem.label
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)             # <<<<<<<<<<<<<<
 * 			if (it == chart.beambuckets.end()
 * 					or prob + beam < dereference(it).second):
 */
      __pyx_v_it = __pyx_v_chart->beambuckets.find(__pyx_v_newitem);

      /* "discodop/plcfrs.pyx":592
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()             # <<<<<<<<<<<<<<
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 */
      __pyx_t_4 = ((__pyx_v_it == __pyx_v_chart->beambuckets.end()) != 0);
      if (!__pyx_t_4) {
      } else {
        __pyx_t_1 = __pyx_t_4;
        goto __pyx_L11_bool_binop_done;
      }

      /* "discodop/plcfrs.pyx":593
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()
 * 					or prob + beam < dereference(it).second):             # <<<<<<<<<<<<<<
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:
 */
      __pyx_t_4 = (((__pyx_v_prob + __pyx_v_beam) < (*__pyx_v_it).second) != 0);
      __pyx_t_1 = __pyx_t_4;
      __pyx_L11_bool_binop_done:;

      /* "discodop/plcfrs.pyx":592
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()             # <<<<<<<<<<<<<<
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 */
      if (__pyx_t_1) {

        /* "discodop/plcfrs.pyx":594
 * 			if (it == chart.beambuckets.end()
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam             # <<<<<<<<<<<<<<
 * 			elif prob > dereference(it).second:
 * 				return False
 */
        (__pyx_v_chart->beambuckets[__pyx_v_newitem]) = (__pyx_v_prob + __pyx_v_beam);

        /* "discodop/plcfrs.pyx":592
 * 			newitem.label = 0
 * 			it = chart.beambuckets.find(newitem)
 * 			if (it == chart.beambuckets.end()             # <<<<<<<<<<<<<<
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 */
        goto __pyx_L10;
      }

      /* "discodop/plcfrs.pyx":595
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:             # <<<<<<<<<<<<<<
 * 				return False
 * 			newitem.label = label
 */
      __pyx_t_1 = ((__pyx_v_prob > (*__pyx_v_it).second) != 0);
      if (__pyx_t_1) {

        /* "discodop/plcfrs.pyx":596
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:
 * 				return False             # <<<<<<<<<<<<<<
 * 			newitem.label = label
 * 		# haven't seen this item before, won't prune, add to agenda
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":595
 * 					or prob + beam < dereference(it).second):
 * 				chart.beambuckets[newitem] = prob + beam
 * 			elif prob > dereference(it).second:             # <<<<<<<<<<<<<<
 * 				return False
 * 			newitem.label = label
 */
      }
      __pyx_L10:;

      /* "discodop/plcfrs.pyx":597
 * 			elif prob > dereference(it).second:
 * 				return False
 * 			newitem.label = label             # <<<<<<<<<<<<<<
 * 		# haven't seen this item before, won't prune, add to agenda
 * 		itemidx = chart.itemindex[newitem] = chart.items.size()
 */
      __pyx_v_newitem.label = __pyx_v_label;

      /* "discodop/plcfrs.pyx":588
 * 				newitem, whitelist, splitprune, markorigin):
 * 			return False
 * 		elif beam:             # <<<<<<<<<<<<<<
 * 			label = newitem.label
 * 			newitem.label = 0
 */
    }

    /* "discodop/plcfrs.pyx":599
 * 			newitem.label = label
 * 		# haven't seen this item before, won't prune, add to agenda
 * 		itemidx = chart.itemindex[newitem] = chart.items.size()             # <<<<<<<<<<<<<<
 * 		chart.items.push_back(newitem)
 * 		chart.parseforest.resize(chart.items.size())
 */
    __pyx_t_6 = __pyx_v_chart->items.size();
    __pyx_v_itemidx = __pyx_t_6;
    (__pyx_v_chart->itemindex[__pyx_v_newitem]) = __pyx_t_6;

    /* "discodop/plcfrs.pyx":600
 * 		# haven't seen this item before, won't prune, add to agenda
 * 		itemidx = chart.itemindex[newitem] = chart.items.size()
 * 		chart.items.push_back(newitem)             # <<<<<<<<<<<<<<
 * 		chart.parseforest.resize(chart.items.size())
 * 		chart.probs.push_back(INFINITY)
 */
    try {
      __pyx_v_chart->items.push_back(__pyx_v_newitem);
    } catch(...) {
      __Pyx_CppExn2PyErr();
      __PYX_ERR(0, 600, __pyx_L1_error)
    }

    /* "discodop/plcfrs.pyx":601
 * 		itemidx = chart.itemindex[newitem] = chart.items.size()
 * 		chart.items.push_back(newitem)
 * 		chart.parseforest.resize(chart.items.size())             # <<<<<<<<<<<<<<
 * 		chart.probs.push_back(INFINITY)
 * 		agenda.setitem(itemidx, scoreprob)
 */
    try {
      __pyx_v_chart->__pyx_base.__pyx_base.parseforest.resize(__pyx_v_chart->items.size());
    } catch(...) {
      __Pyx_CppExn2PyErr();
      __PYX_ERR(0, 601, __pyx_L1_error)
    }

    /* "discodop/plcfrs.pyx":602
 * 		chart.items.push_back(newitem)
 * 		chart.parseforest.resize(chart.items.size())
 * 		chart.probs.push_back(INFINITY)             # <<<<<<<<<<<<<<
 * 		agenda.setitem(itemidx, scoreprob)
 * 	# in agenda (maybe in chart)
 */
    try {
      __pyx_v_chart->__pyx_base.__pyx_base.probs.push_back(HUGE_VAL);
    } catch(...) {
      __Pyx_CppExn2PyErr();
      __PYX_ERR(0, 602, __pyx_L1_error)
    }

    /* "discodop/plcfrs.pyx":603
 * 		chart.parseforest.resize(chart.items.size())
 * 		chart.probs.push_back(INFINITY)
 * 		agenda.setitem(itemidx, scoreprob)             # <<<<<<<<<<<<<<
 * 	# in agenda (maybe in chart)
 * 	elif inagenda:
 */
    __pyx_v_agenda.setitem(__pyx_v_itemidx, __pyx_v_scoreprob);

    /* "discodop/plcfrs.pyx":583
 * 	scoreprob.first = score
 * 	scoreprob.second = prob
 * 	if not inagenda and not inchart:             # <<<<<<<<<<<<<<
 * 		# check if we need to prune this item
 * 		if whitelist is not None and not checkwhitelist(
 */
    goto __pyx_L4;
  }

  /* "discodop/plcfrs.pyx":605
 * 		agenda.setitem(itemidx, scoreprob)
 * 	# in agenda (maybe in chart)
 * 	elif inagenda:             # <<<<<<<<<<<<<<
 * 		# lower score? => decrease-key in agenda
 * 		agenda.setifbetter(itemidx, scoreprob)
 */
  __pyx_t_1 = (__pyx_v_inagenda != 0);
  if (__pyx_t_1) {

    /* "discodop/plcfrs.pyx":607
 * 	elif inagenda:
 * 		# lower score? => decrease-key in agenda
 * 		agenda.setifbetter(itemidx, scoreprob)             # <<<<<<<<<<<<<<
 * 	# not in agenda => must be in chart
 * 	elif not inagenda and prob < curprob:
 */
    __pyx_v_agenda.setifbetter(__pyx_v_itemidx, __pyx_v_scoreprob);

    /* "discodop/plcfrs.pyx":605
 * 		agenda.setitem(itemidx, scoreprob)
 * 	# in agenda (maybe in chart)
 * 	elif inagenda:             # <<<<<<<<<<<<<<
 * 		# lower score? => decrease-key in agenda
 * 		agenda.setifbetter(itemidx, scoreprob)
 */
    goto __pyx_L4;
  }

  /* "discodop/plcfrs.pyx":609
 * 		agenda.setifbetter(itemidx, scoreprob)
 * 	# not in agenda => must be in chart
 * 	elif not inagenda and prob < curprob:             # <<<<<<<<<<<<<<
 * 		# re-add to agenda because we found a better score.
 * 		agenda.setitem(itemidx, scoreprob)
 */
  __pyx_t_4 = ((!(__pyx_v_inagenda != 0)) != 0);
  if (__pyx_t_4) {
  } else {
    __pyx_t_1 = __pyx_t_4;
    goto __pyx_L13_bool_binop_done;
  }
  __pyx_t_4 = ((__pyx_v_prob < __pyx_v_curprob) != 0);
  __pyx_t_1 = __pyx_t_4;
  __pyx_L13_bool_binop_done:;
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 * 				lexrule = grammar.lexical[n]
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 * 					if estimatetype == SX:             # <<<<<<<<<<<<<<
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 * 						if score > MAX_LOGPROB:
 */
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 * 					score = lexrule.prob
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 * 					if estimatetype == SX:
 * 						score += outside[lexrule.lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
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 * 						score += outside[lexrule.lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:
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 * 					elif estimatetype == SXlrgaps:
 * 						score += outside[
 */
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 * 					if estimatetype == SX:
 * 						score += outside[lexrule.lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 							continue
 * 					elif estimatetype == SXlrgaps:
 */
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 * 				if not tags or tagre.match(grammar.tolabel[lexrule.lhs]):
 * 					score = lexrule.prob
 * 					if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 						score += outside[lexrule.lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:
 */
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 * 						if score > MAX_LOGPROB:
 * 							continue
 * 					elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 						score += outside[
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 */
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 * 					elif estimatetype == SXlrgaps:
 * 						score += outside[             # <<<<<<<<<<<<<<
 * 								lexrule.lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:
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 * 						score += outside[
 * 								lexrule.lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
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 * 					# NB: do NOT add length of span to score, so that the
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 * 								lexrule.lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:
 * 							continue             # <<<<<<<<<<<<<<
 * 					# NB: do NOT add length of span to score, so that the
 * 					# scores of POS tags are all strictly smaller than any
 */
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              /* "discodop/plcfrs.pyx":677
 * 						score += outside[
 * 								lexrule.lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 							continue
 * 					# NB: do NOT add length of span to score, so that the
 */
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 * 						if score > MAX_LOGPROB:
 * 							continue
 * 					elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 						score += outside[
 * 								lexrule.lhs, length, left + right, gaps]
 */
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 * 					# scores of POS tags are all strictly smaller than any
 * 					# unaries on them.
 * 					newitem.label = lexrule.lhs             # <<<<<<<<<<<<<<
 * 					if LCFRSItem_fused is SmallChartItem:
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 */
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 * 					if LCFRSItem_fused is SmallChartItem:
 * 						newitem.vec = 1UL << wordidx             # <<<<<<<<<<<<<<
 * 					elif LCFRSItem_fused is FatChartItem:
 * 						memset(<void *>newitem.vec, 0, SLOTS * sizeof(uint64_t))
 */
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 * 						memset(<void *>newitem.vec, 0, SLOTS * sizeof(uint64_t))
 * 						SETBIT(newitem.vec, wordidx)
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 */
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 * 							whitelist):
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 * 							newitem = SmallChartItem(0, 0)             # <<<<<<<<<<<<<<
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 */
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 * 						recognized = True             # <<<<<<<<<<<<<<
 * 		# NB: use gold tags if given, even if (word, tag) was not part of
 * 		# training data, modulo state splits etc.
 */
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 * 						memset(<void *>newitem.vec, 0, SLOTS * sizeof(uint64_t))
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 * 					if process_lexedge[LCFRSItem_fused, LCFRSChart_fused](             # <<<<<<<<<<<<<<
 * 							newitem, lexrule.prob, score, wordidx, agenda, chart,
 * 							whitelist):
 */
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 * 			for n in dereference(it).second:
 * 				lexrule = grammar.lexical[n]
 * 				if not tags or tagre.match(grammar.tolabel[lexrule.lhs]):             # <<<<<<<<<<<<<<
 * 					score = lexrule.prob
 * 					if estimatetype == SX:
 */
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 * 		if it != grammar.lexicalbyword.end():
 * 			for n in dereference(it).second:             # <<<<<<<<<<<<<<
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 * 				if not tags or tagre.match(grammar.tolabel[lexrule.lhs]):
 */
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 * 		# for n in grammar.lexicalbyword.get(word, ()):
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 * 		if it != grammar.lexicalbyword.end():             # <<<<<<<<<<<<<<
 * 			for n in dereference(it).second:
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 */
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 * 		# NB: use gold tags if given, even if (word, tag) was not part of
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 * 		# training data, modulo state splits etc.
 * 		if not recognized and tag is not None:
 * 			for x in grammar.lexicalbylhs:             # <<<<<<<<<<<<<<
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 * 				if tagre.match(grammar.tolabel[lhs]) is not None:
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 * 					if estimatetype == SX:             # <<<<<<<<<<<<<<
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 * 					score = 0.0
 * 					if estimatetype == SX:
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 * 						if score > MAX_LOGPROB:
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 * 					if estimatetype == SX:
 * 						score += outside[lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
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 * 					elif estimatetype == SXlrgaps:
 */
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 * 						score += outside[lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:
 * 							continue             # <<<<<<<<<<<<<<
 * 					elif estimatetype == SXlrgaps:
 * 						score += outside[lhs, length, left + right, gaps]
 */
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 * 					if estimatetype == SX:
 * 						score += outside[lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 							continue
 * 					elif estimatetype == SXlrgaps:
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 * 				if tagre.match(grammar.tolabel[lhs]) is not None:
 * 					score = 0.0
 * 					if estimatetype == SX:             # <<<<<<<<<<<<<<
 * 						score += outside[lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:
 */
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 * 						if score > MAX_LOGPROB:
 * 							continue
 * 					elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 						score += outside[lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:
 */
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 * 							continue
 * 					elif estimatetype == SXlrgaps:
 * 						score += outside[lhs, length, left + right, gaps]             # <<<<<<<<<<<<<<
 * 						if score > MAX_LOGPROB:
 * 							continue
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            /* "discodop/plcfrs.pyx":709
 * 					elif estimatetype == SXlrgaps:
 * 						score += outside[lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 							continue
 * 					newitem.label = lhs
 */
            __pyx_t_4 = ((__pyx_v_score > 300.0) != 0);
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              /* "discodop/plcfrs.pyx":710
 * 						score += outside[lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:
 * 							continue             # <<<<<<<<<<<<<<
 * 					newitem.label = lhs
 * 					if LCFRSItem_fused is SmallChartItem:
 */
              goto __pyx_L21_continue;

              /* "discodop/plcfrs.pyx":709
 * 					elif estimatetype == SXlrgaps:
 * 						score += outside[lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 							continue
 * 					newitem.label = lhs
 */
            }

            /* "discodop/plcfrs.pyx":707
 * 						if score > MAX_LOGPROB:
 * 							continue
 * 					elif estimatetype == SXlrgaps:             # <<<<<<<<<<<<<<
 * 						score += outside[lhs, length, left + right, gaps]
 * 						if score > MAX_LOGPROB:
 */
            break;
            default: break;
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          /* "discodop/plcfrs.pyx":711
 * 						if score > MAX_LOGPROB:
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 * 		if it != grammar.lexicalbyword.end():
 * 			for n in dereference(it).second:             # <<<<<<<<<<<<<<
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 * 			for n in dereference(it).second:
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 * 					if estimatetype == SX:             # <<<<<<<<<<<<<<
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 * 					if estimatetype == SX:
 * 						score += outside[lexrule.lhs, left, right, 0]
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 * 						score += outside[lexrule.lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:
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 * 					elif estimatetype == SXlrgaps:
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 * 					if estimatetype == SX:
 * 						score += outside[lexrule.lhs, left, right, 0]
 * 						if score > MAX_LOGPROB:             # <<<<<<<<<<<<<<
 * 							continue
 * 					elif estimatetype == SXlrgaps:
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 * 				if not tags or tagre.match(grammar.tolabel[lexrule.lhs]):
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 * 					if estimatetype == SX:             # <<<<<<<<<<<<<<
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 * 						if score > MAX_LOGPROB:
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 * 						score += outside[
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 * 							continue
 * 					# NB: do NOT add length of span to score, so that the
 */
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 * 				chart.itemstr(itemidx))
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 */
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 */
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 */

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 * 	cdef Label label
 * 	cdef int a, b
 * 	if whitelist is None:             # <<<<<<<<<<<<<<
 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?
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 * 	cdef int a, b
 * 	if whitelist is None:
 * 		return True             # <<<<<<<<<<<<<<
 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0
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 * 	cdef Label label
 * 	cdef int a, b
 * 	if whitelist is None:             # <<<<<<<<<<<<<<
 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?
 */
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 * 	if whitelist is None:
 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?             # <<<<<<<<<<<<<<
 * 		b = cnt = 0
 * 		if markorigin:
 */
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 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0             # <<<<<<<<<<<<<<
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 * 			if whitelist.splitmapping[newitem.label] is NULL:
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 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0
 * 		if markorigin:             # <<<<<<<<<<<<<<
 * 			if whitelist.splitmapping[newitem.label] is NULL:
 * 				return True
 */
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 * 		b = cnt = 0
 * 		if markorigin:
 * 			if whitelist.splitmapping[newitem.label] is NULL:             # <<<<<<<<<<<<<<
 * 				return True
 * 		else:
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 * 			if whitelist.splitmapping[newitem.label] is NULL:
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 * 			if whitelist.mapping[newitem.label] != 0:
 */
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 * 		b = cnt = 0
 * 		if markorigin:
 * 			if whitelist.splitmapping[newitem.label] is NULL:             # <<<<<<<<<<<<<<
 * 				return True
 * 		else:
 */
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 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0
 * 		if markorigin:             # <<<<<<<<<<<<<<
 * 			if whitelist.splitmapping[newitem.label] is NULL:
 * 				return True
 */
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 * 				return True
 * 		else:
 * 			if whitelist.mapping[newitem.label] != 0:             # <<<<<<<<<<<<<<
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 * 			if LCFRSItem_fused is SmallChartItem:
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 * 		else:
 * 			if whitelist.mapping[newitem.label] != 0:
 * 				return True             # <<<<<<<<<<<<<<
 * 			if LCFRSItem_fused is SmallChartItem:
 * 				COMPONENT.label = whitelist.splitmapping[
 */
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 * 				return True
 * 		else:
 * 			if whitelist.mapping[newitem.label] != 0:             # <<<<<<<<<<<<<<
 * 				return True
 * 			if LCFRSItem_fused is SmallChartItem:
 */
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 * 				return True
 * 			if LCFRSItem_fused is SmallChartItem:
 * 				COMPONENT.label = whitelist.splitmapping[             # <<<<<<<<<<<<<<
 * 						newitem.label][cnt]
 * 			elif LCFRSItem_fused is FatChartItem:
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 * 						newitem.label][cnt]
 * 		if LCFRSItem_fused is SmallChartItem:
 * 			a = nextset(newitem.vec, b)             # <<<<<<<<<<<<<<
 * 		elif LCFRSItem_fused is FatChartItem:
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 * 		elif LCFRSItem_fused is FatChartItem:
 * 			a = anextset(newitem.vec, b, SLOTS)
 * 		while a != -1:             # <<<<<<<<<<<<<<
 * 			if LCFRSItem_fused is SmallChartItem:
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 * 			if LCFRSItem_fused is SmallChartItem:
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 * 				# given a=3, b=6, make bitvector: 1000000 - 1000 = 111000
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 * 				b = nextunset(newitem.vec, a)
 * 				# given a=3, b=6, make bitvector: 1000000 - 1000 = 111000
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 * 				if markorigin:
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 * 				if markorigin:             # <<<<<<<<<<<<<<
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 * 				if markorigin:
 * 					COMPONENT.label = whitelist.splitmapping[             # <<<<<<<<<<<<<<
 * 							newitem.label][cnt]
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 * 				if markorigin:             # <<<<<<<<<<<<<<
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 */
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 * 					COMPONENT.label = whitelist.splitmapping[
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 * 				if whitelist.small[COMPONENT.label].count(COMPONENT) == 0:             # <<<<<<<<<<<<<<
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        /* "discodop/plcfrs.pyx":822
 * 							newitem.label][cnt]
 * 				if whitelist.small[COMPONENT.label].count(COMPONENT) == 0:
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 * 					COMPONENT.label = whitelist.splitmapping[
 * 							newitem.label][cnt]
 * 				if whitelist.small[COMPONENT.label].count(COMPONENT) == 0:             # <<<<<<<<<<<<<<
 * 					return False
 * 				a = nextset(newitem.vec, b)
 */
      }

      /* "discodop/plcfrs.pyx":823
 * 				if whitelist.small[COMPONENT.label].count(COMPONENT) == 0:
 * 					return False
 * 				a = nextset(newitem.vec, b)             # <<<<<<<<<<<<<<
 * 			elif LCFRSItem_fused is FatChartItem:
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 */
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      /* "discodop/plcfrs.pyx":837
 * 					return False
 * 				a = anextset(newitem.vec, b, SLOTS)
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 * 	elif whitelist.mapping[newitem.label] != 0:
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 * 	if whitelist is None:
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 * 	elif splitprune:  # disc. item to be treated as several split items?             # <<<<<<<<<<<<<<
 * 		b = cnt = 0
 * 		if markorigin:
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 * 				a = anextset(newitem.vec, b, SLOTS)
 * 			cnt += 1
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 * 	elif whitelist.mapping[newitem.label] != 0:
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 * 		newitem.label = whitelist.mapping[label]             # <<<<<<<<<<<<<<
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 * 	return True             # <<<<<<<<<<<<<<
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 * 	elif splitprune:  # disc. item to be treated as several split items?
 */
  __pyx_t_1 = (((PyObject *)__pyx_v_whitelist) == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "discodop/plcfrs.pyx":794
 * 	cdef int a, b
 * 	if whitelist is None:
 * 		return True             # <<<<<<<<<<<<<<
 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0
 */
    __pyx_r = 1;
    goto __pyx_L0;

    /* "discodop/plcfrs.pyx":793
 * 	cdef Label label
 * 	cdef int a, b
 * 	if whitelist is None:             # <<<<<<<<<<<<<<
 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?
 */
  }

  /* "discodop/plcfrs.pyx":795
 * 	if whitelist is None:
 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?             # <<<<<<<<<<<<<<
 * 		b = cnt = 0
 * 		if markorigin:
 */
  __pyx_t_2 = (__pyx_v_splitprune != 0);
  if (__pyx_t_2) {

    /* "discodop/plcfrs.pyx":796
 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0             # <<<<<<<<<<<<<<
 * 		if markorigin:
 * 			if whitelist.splitmapping[newitem.label] is NULL:
 */
    __pyx_v_b = 0;
    __pyx_v_cnt = 0;

    /* "discodop/plcfrs.pyx":797
 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0
 * 		if markorigin:             # <<<<<<<<<<<<<<
 * 			if whitelist.splitmapping[newitem.label] is NULL:
 * 				return True
 */
    __pyx_t_2 = (__pyx_v_markorigin != 0);
    if (__pyx_t_2) {

      /* "discodop/plcfrs.pyx":798
 * 		b = cnt = 0
 * 		if markorigin:
 * 			if whitelist.splitmapping[newitem.label] is NULL:             # <<<<<<<<<<<<<<
 * 				return True
 * 		else:
 */
      __pyx_t_2 = (((__pyx_v_whitelist->splitmapping[__pyx_v_newitem.label]) == NULL) != 0);
      if (__pyx_t_2) {

        /* "discodop/plcfrs.pyx":799
 * 		if markorigin:
 * 			if whitelist.splitmapping[newitem.label] is NULL:
 * 				return True             # <<<<<<<<<<<<<<
 * 		else:
 * 			if whitelist.mapping[newitem.label] != 0:
 */
        __pyx_r = 1;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":798
 * 		b = cnt = 0
 * 		if markorigin:
 * 			if whitelist.splitmapping[newitem.label] is NULL:             # <<<<<<<<<<<<<<
 * 				return True
 * 		else:
 */
      }

      /* "discodop/plcfrs.pyx":797
 * 	elif splitprune:  # disc. item to be treated as several split items?
 * 		b = cnt = 0
 * 		if markorigin:             # <<<<<<<<<<<<<<
 * 			if whitelist.splitmapping[newitem.label] is NULL:
 * 				return True
 */
      goto __pyx_L4;
    }

    /* "discodop/plcfrs.pyx":801
 * 				return True
 * 		else:
 * 			if whitelist.mapping[newitem.label] != 0:             # <<<<<<<<<<<<<<
 * 				return True
 * 			if LCFRSItem_fused is SmallChartItem:
 */
    /*else*/ {
      __pyx_t_2 = (((__pyx_v_whitelist->mapping[__pyx_v_newitem.label]) != 0) != 0);
      if (__pyx_t_2) {

        /* "discodop/plcfrs.pyx":802
 * 		else:
 * 			if whitelist.mapping[newitem.label] != 0:
 * 				return True             # <<<<<<<<<<<<<<
 * 			if LCFRSItem_fused is SmallChartItem:
 * 				COMPONENT.label = whitelist.splitmapping[
 */
        __pyx_r = 1;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":801
 * 				return True
 * 		else:
 * 			if whitelist.mapping[newitem.label] != 0:             # <<<<<<<<<<<<<<
 * 				return True
 * 			if LCFRSItem_fused is SmallChartItem:
 */
      }

      /* "discodop/plcfrs.pyx":807
 * 						newitem.label][cnt]
 * 			elif LCFRSItem_fused is FatChartItem:
 * 				FATCOMPONENT.label = whitelist.splitmapping[             # <<<<<<<<<<<<<<
 * 						newitem.label][cnt]
 * 		if LCFRSItem_fused is SmallChartItem:
 */
      __pyx_v_8discodop_6plcfrs_FATCOMPONENT.label = ((__pyx_v_whitelist->splitmapping[__pyx_v_newitem.label])[__pyx_v_cnt]);
    }
    __pyx_L4:;

    /* "discodop/plcfrs.pyx":812
 * 			a = nextset(newitem.vec, b)
 * 		elif LCFRSItem_fused is FatChartItem:
 * 			a = anextset(newitem.vec, b, SLOTS)             # <<<<<<<<<<<<<<
 * 		while a != -1:
 * 			if LCFRSItem_fused is SmallChartItem:
 */
    __pyx_v_a = __pyx_f_8discodop_3bit_anextset(__pyx_v_newitem.vec, __pyx_v_b, 2);

    /* "discodop/plcfrs.pyx":813
 * 		elif LCFRSItem_fused is FatChartItem:
 * 			a = anextset(newitem.vec, b, SLOTS)
 * 		while a != -1:             # <<<<<<<<<<<<<<
 * 			if LCFRSItem_fused is SmallChartItem:
 * 				b = nextunset(newitem.vec, a)
 */
    while (1) {
      __pyx_t_2 = ((__pyx_v_a != -1L) != 0);
      if (!__pyx_t_2) break;

      /* "discodop/plcfrs.pyx":825
 * 				a = nextset(newitem.vec, b)
 * 			elif LCFRSItem_fused is FatChartItem:
 * 				b = anextunset(newitem.vec, a, SLOTS)             # <<<<<<<<<<<<<<
 * 				# given a=3, b=6, make bitvector: 1000000 - 1000 = 111000
 * 				memset(<void *>FATCOMPONENT.vec, 0, SLOTS * sizeof(uint64_t))
 */
      __pyx_v_b = __pyx_f_8discodop_3bit_anextunset(__pyx_v_newitem.vec, __pyx_v_a, 2);

      /* "discodop/plcfrs.pyx":827
 * 				b = anextunset(newitem.vec, a, SLOTS)
 * 				# given a=3, b=6, make bitvector: 1000000 - 1000 = 111000
 * 				memset(<void *>FATCOMPONENT.vec, 0, SLOTS * sizeof(uint64_t))             # <<<<<<<<<<<<<<
 * 				for n in range(a, b):
 * 					SETBIT(FATCOMPONENT.vec, n)
 */
      memset(((void *)__pyx_v_8discodop_6plcfrs_FATCOMPONENT.vec), 0, (2 * (sizeof(uint64_t))));

      /* "discodop/plcfrs.pyx":828
 * 				# given a=3, b=6, make bitvector: 1000000 - 1000 = 111000
 * 				memset(<void *>FATCOMPONENT.vec, 0, SLOTS * sizeof(uint64_t))
 * 				for n in range(a, b):             # <<<<<<<<<<<<<<
 * 					SETBIT(FATCOMPONENT.vec, n)
 * 				if markorigin:
 */
      __pyx_t_3 = __pyx_v_b;
      for (__pyx_t_4 = __pyx_v_a; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
        __pyx_v_n = __pyx_t_4;

        /* "discodop/plcfrs.pyx":829
 * 				memset(<void *>FATCOMPONENT.vec, 0, SLOTS * sizeof(uint64_t))
 * 				for n in range(a, b):
 * 					SETBIT(FATCOMPONENT.vec, n)             # <<<<<<<<<<<<<<
 * 				if markorigin:
 * 					FATCOMPONENT.label = whitelist.splitmapping[
 */
        SETBIT(__pyx_v_8discodop_6plcfrs_FATCOMPONENT.vec, __pyx_v_n);
      }

      /* "discodop/plcfrs.pyx":830
 * 				for n in range(a, b):
 * 					SETBIT(FATCOMPONENT.vec, n)
 * 				if markorigin:             # <<<<<<<<<<<<<<
 * 					FATCOMPONENT.label = whitelist.splitmapping[
 * 							newitem.label][cnt]
 */
      __pyx_t_2 = (__pyx_v_markorigin != 0);
      if (__pyx_t_2) {

        /* "discodop/plcfrs.pyx":831
 * 					SETBIT(FATCOMPONENT.vec, n)
 * 				if markorigin:
 * 					FATCOMPONENT.label = whitelist.splitmapping[             # <<<<<<<<<<<<<<
 * 							newitem.label][cnt]
 * 				if whitelist.fat[FATCOMPONENT.label].count(
 */
        __pyx_v_8discodop_6plcfrs_FATCOMPONENT.label = ((__pyx_v_whitelist->splitmapping[__pyx_v_newitem.label])[__pyx_v_cnt]);

        /* "discodop/plcfrs.pyx":830
 * 				for n in range(a, b):
 * 					SETBIT(FATCOMPONENT.vec, n)
 * 				if markorigin:             # <<<<<<<<<<<<<<
 * 					FATCOMPONENT.label = whitelist.splitmapping[
 * 							newitem.label][cnt]
 */
      }

      /* "discodop/plcfrs.pyx":834
 * 							newitem.label][cnt]
 * 				if whitelist.fat[FATCOMPONENT.label].count(
 * 						FATCOMPONENT) == 0:             # <<<<<<<<<<<<<<
 * 					return False
 * 				a = anextset(newitem.vec, b, SLOTS)
 */
      __pyx_t_2 = (((__pyx_v_whitelist->fat[__pyx_v_8discodop_6plcfrs_FATCOMPONENT.label]).count(__pyx_v_8discodop_6plcfrs_FATCOMPONENT) == 0) != 0);

      /* "discodop/plcfrs.pyx":833
 * 					FATCOMPONENT.label = whitelist.splitmapping[
 * 							newitem.label][cnt]
 * 				if whitelist.fat[FATCOMPONENT.label].count(             # <<<<<<<<<<<<<<
 * 						FATCOMPONENT) == 0:
 * 					return False
 */
      if (__pyx_t_2) {

        /* "discodop/plcfrs.pyx":835
 * 				if whitelist.fat[FATCOMPONENT.label].count(
 * 						FATCOMPONENT) == 0:
 * 					return False             # <<<<<<<<<<<<<<
 * 				a = anextset(newitem.vec, b, SLOTS)
 * 			cnt += 1
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":833
 * 					FATCOMPONENT.label = whitelist.splitmapping[
 * 							newitem.label][cnt]
 * 				if whitelist.fat[FATCOMPONENT.label].count(             # <<<<<<<<<<<<<<
 * 						FATCOMPONENT) == 0:
 * 					return False
 */
      }

      /* "discodop/plcfrs.pyx":836
 * 						FATCOMPONENT) == 0:
 * 					return False
 * 				a = anextset(newitem.vec, b, SLOTS)             # <<<<<<<<<<<<<<
 * 			cnt += 1
 * 	elif whitelist.mapping[newitem.label] != 0:
 */
      __pyx_v_a = __pyx_f_8discodop_3bit_anextset(__pyx_v_newitem.vec, __pyx_v_b, 2);

      /* "discodop/plcfrs.pyx":837
 * 					return False
 * 				a = anextset(newitem.vec, b, SLOTS)
 * 			cnt += 1             # <<<<<<<<<<<<<<
 * 	elif whitelist.mapping[newitem.label] != 0:
 * 		label = newitem.label
 */
      __pyx_v_cnt = (__pyx_v_cnt + 1);
    }

    /* "discodop/plcfrs.pyx":795
 * 	if whitelist is None:
 * 		return True
 * 	elif splitprune:  # disc. item to be treated as several split items?             # <<<<<<<<<<<<<<
 * 		b = cnt = 0
 * 		if markorigin:
 */
    goto __pyx_L3;
  }

  /* "discodop/plcfrs.pyx":838
 * 				a = anextset(newitem.vec, b, SLOTS)
 * 			cnt += 1
 * 	elif whitelist.mapping[newitem.label] != 0:             # <<<<<<<<<<<<<<
 * 		label = newitem.label
 * 		newitem.label = whitelist.mapping[label]
 */
  __pyx_t_2 = (((__pyx_v_whitelist->mapping[__pyx_v_newitem.label]) != 0) != 0);
  if (__pyx_t_2) {

    /* "discodop/plcfrs.pyx":839
 * 			cnt += 1
 * 	elif whitelist.mapping[newitem.label] != 0:
 * 		label = newitem.label             # <<<<<<<<<<<<<<
 * 		newitem.label = whitelist.mapping[label]
 * 		if LCFRSItem_fused is SmallChartItem:
 */
    __pyx_t_5 = __pyx_v_newitem.label;
    __pyx_v_label = __pyx_t_5;

    /* "discodop/plcfrs.pyx":840
 * 	elif whitelist.mapping[newitem.label] != 0:
 * 		label = newitem.label
 * 		newitem.label = whitelist.mapping[label]             # <<<<<<<<<<<<<<
 * 		if LCFRSItem_fused is SmallChartItem:
 * 			if whitelist.small[newitem.label].count(newitem) == 0:
 */
    __pyx_v_newitem.label = (__pyx_v_whitelist->mapping[__pyx_v_label]);

    /* "discodop/plcfrs.pyx":845
 * 				return False
 * 		elif LCFRSItem_fused is FatChartItem:
 * 			if whitelist.fat[newitem.label].count(newitem) == 0:             # <<<<<<<<<<<<<<
 * 				return False
 * 		newitem.label = label
 */
    __pyx_t_2 = (((__pyx_v_whitelist->fat[__pyx_v_newitem.label]).count(__pyx_v_newitem) == 0) != 0);
    if (__pyx_t_2) {

      /* "discodop/plcfrs.pyx":846
 * 		elif LCFRSItem_fused is FatChartItem:
 * 			if whitelist.fat[newitem.label].count(newitem) == 0:
 * 				return False             # <<<<<<<<<<<<<<
 * 		newitem.label = label
 * 	return True
 */
      __pyx_r = 0;
      goto __pyx_L0;

      /* "discodop/plcfrs.pyx":845
 * 				return False
 * 		elif LCFRSItem_fused is FatChartItem:
 * 			if whitelist.fat[newitem.label].count(newitem) == 0:             # <<<<<<<<<<<<<<
 * 				return False
 * 		newitem.label = label
 */
    }

    /* "discodop/plcfrs.pyx":847
 * 			if whitelist.fat[newitem.label].count(newitem) == 0:
 * 				return False
 * 		newitem.label = label             # <<<<<<<<<<<<<<
 * 	return True
 * 
 */
    __pyx_v_newitem.label = __pyx_v_label;

    /* "discodop/plcfrs.pyx":838
 * 				a = anextset(newitem.vec, b, SLOTS)
 * 			cnt += 1
 * 	elif whitelist.mapping[newitem.label] != 0:             # <<<<<<<<<<<<<<
 * 		label = newitem.label
 * 		newitem.label = whitelist.mapping[label]
 */
  }
  __pyx_L3:;

  /* "discodop/plcfrs.pyx":848
 * 				return False
 * 		newitem.label = label
 * 	return True             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 1;
  goto __pyx_L0;

  /* "discodop/plcfrs.pyx":787
 * 
 * 
 * cdef inline bint checkwhitelist(LCFRSItem_fused newitem, Whitelist whitelist,             # <<<<<<<<<<<<<<
 * 		bint splitprune, bint markorigin):
 * 	"""Return False if item is not on whitelist."""
 */

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

/* "discodop/plcfrs.pyx":851
 * 
 * 
 * cdef inline void combine_item(LCFRSItem_fused *newitem,             # <<<<<<<<<<<<<<
 * 		LCFRSItem_fused *left, LCFRSItem_fused *right):
 * 	if LCFRSItem_fused is SmallChartItem:
 */

static CYTHON_INLINE void __pyx_fuse_0__pyx_f_8discodop_6plcfrs_combine_item(SmallChartItem *__pyx_v_newitem, SmallChartItem *__pyx_v_left, SmallChartItem *__pyx_v_right) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__pyx_fuse_0combine_item", 0);

  /* "discodop/plcfrs.pyx":854
 * 		LCFRSItem_fused *left, LCFRSItem_fused *right):
 * 	if LCFRSItem_fused is SmallChartItem:
 * 		newitem[0].vec = left[0].vec ^ right[0].vec             # <<<<<<<<<<<<<<
 * 	elif LCFRSItem_fused is FatChartItem:
 * 		setunion(newitem[0].vec, left[0].vec, right[0].vec, SLOTS)
 */
  (__pyx_v_newitem[0]).vec = ((__pyx_v_left[0]).vec ^ (__pyx_v_right[0]).vec);

  /* "discodop/plcfrs.pyx":851
 * 
 * 
 * cdef inline void combine_item(LCFRSItem_fused *newitem,             # <<<<<<<<<<<<<<
 * 		LCFRSItem_fused *left, LCFRSItem_fused *right):
 * 	if LCFRSItem_fused is SmallChartItem:
 */

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

static CYTHON_INLINE void __pyx_fuse_1__pyx_f_8discodop_6plcfrs_combine_item(FatChartItem *__pyx_v_newitem, FatChartItem *__pyx_v_left, FatChartItem *__pyx_v_right) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__pyx_fuse_1combine_item", 0);

  /* "discodop/plcfrs.pyx":856
 * 		newitem[0].vec = left[0].vec ^ right[0].vec
 * 	elif LCFRSItem_fused is FatChartItem:
 * 		setunion(newitem[0].vec, left[0].vec, right[0].vec, SLOTS)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_f_8discodop_3bit_setunion((__pyx_v_newitem[0]).vec, (__pyx_v_left[0]).vec, (__pyx_v_right[0]).vec, 2);

  /* "discodop/plcfrs.pyx":851
 * 
 * 
 * cdef inline void combine_item(LCFRSItem_fused *newitem,             # <<<<<<<<<<<<<<
 * 		LCFRSItem_fused *left, LCFRSItem_fused *right):
 * 	if LCFRSItem_fused is SmallChartItem:
 */

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

/* "discodop/plcfrs.pyx":859
 * 
 * 
 * cdef inline bint concat(ProbRule *rule,             # <<<<<<<<<<<<<<
 * 		LCFRSItem_fused *left, LCFRSItem_fused *right):
 * 	"""Test whether two bitvectors combine according to a given rule.
 */

static CYTHON_INLINE int __pyx_fuse_0__pyx_f_8discodop_6plcfrs_concat(ProbRule *__pyx_v_rule, SmallChartItem *__pyx_v_left, SmallChartItem *__pyx_v_right) {
  uint64_t __pyx_v_lvec;
  uint64_t __pyx_v_rvec;
  uint64_t __pyx_v_mask;
  int __pyx_v_n;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  uint64_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  __Pyx_RefNannySetupContext("__pyx_fuse_0concat", 0);

  /* "discodop/plcfrs.pyx":888
 * 	cdef int lpos, rpos, n
 * 	if LCFRSItem_fused is SmallChartItem:
 * 		lvec = left[0].vec             # <<<<<<<<<<<<<<
 * 		rvec = right[0].vec
 * 		if lvec & rvec:
 */
  __pyx_t_1 = (__pyx_v_left[0]).vec;
  __pyx_v_lvec = __pyx_t_1;

  /* "discodop/plcfrs.pyx":889
 * 	if LCFRSItem_fused is SmallChartItem:
 * 		lvec = left[0].vec
 * 		rvec = right[0].vec             # <<<<<<<<<<<<<<
 * 		if lvec & rvec:
 * 			return False
 */
  __pyx_t_1 = (__pyx_v_right[0]).vec;
  __pyx_v_rvec = __pyx_t_1;

  /* "discodop/plcfrs.pyx":890
 * 		lvec = left[0].vec
 * 		rvec = right[0].vec
 * 		if lvec & rvec:             # <<<<<<<<<<<<<<
 * 			return False
 * 		mask = rvec if testbit(rule.args, 0) else lvec
 */
  __pyx_t_2 = ((__pyx_v_lvec & __pyx_v_rvec) != 0);
  if (__pyx_t_2) {

    /* "discodop/plcfrs.pyx":891
 * 		rvec = right[0].vec
 * 		if lvec & rvec:
 * 			return False             # <<<<<<<<<<<<<<
 * 		mask = rvec if testbit(rule.args, 0) else lvec
 * 		for n in range(bitlength(rule.lengths)):
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "discodop/plcfrs.pyx":890
 * 		lvec = left[0].vec
 * 		rvec = right[0].vec
 * 		if lvec & rvec:             # <<<<<<<<<<<<<<
 * 			return False
 * 		mask = rvec if testbit(rule.args, 0) else lvec
 */
  }

  /* "discodop/plcfrs.pyx":892
 * 		if lvec & rvec:
 * 			return False
 * 		mask = rvec if testbit(rule.args, 0) else lvec             # <<<<<<<<<<<<<<
 * 		for n in range(bitlength(rule.lengths)):
 * 			if testbit(rule.args, n):  # component from right vector
 */
  if ((__pyx_fuse_2__pyx_f_8discodop_3bit_testbit(__pyx_v_rule->args, 0) != 0)) {
    __pyx_t_1 = __pyx_v_rvec;
  } else {
    __pyx_t_1 = __pyx_v_lvec;
  }
  __pyx_v_mask = __pyx_t_1;

  /* "discodop/plcfrs.pyx":893
 * 			return False
 * 		mask = rvec if testbit(rule.args, 0) else lvec
 * 		for n in range(bitlength(rule.lengths)):             # <<<<<<<<<<<<<<
 * 			if testbit(rule.args, n):  # component from right vector
 * 				if rvec & mask == 0:
 */
  __pyx_t_3 = __pyx_f_8discodop_3bit_bitlength(__pyx_v_rule->lengths);
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_n = __pyx_t_4;

    /* "discodop/plcfrs.pyx":894
 * 		mask = rvec if testbit(rule.args, 0) else lvec
 * 		for n in range(bitlength(rule.lengths)):
 * 			if testbit(rule.args, n):  # component from right vector             # <<<<<<<<<<<<<<
 * 				if rvec & mask == 0:
 * 					return False  # check for expected component
 */
    __pyx_t_2 = (__pyx_fuse_2__pyx_f_8discodop_3bit_testbit(__pyx_v_rule->args, __pyx_v_n) != 0);
    if (__pyx_t_2) {

      /* "discodop/plcfrs.pyx":895
 * 		for n in range(bitlength(rule.lengths)):
 * 			if testbit(rule.args, n):  # component from right vector
 * 				if rvec & mask == 0:             # <<<<<<<<<<<<<<
 * 					return False  # check for expected component
 * 				rvec |= rvec - 1  # trailing 0 bits => 1 bits
 */
      __pyx_t_2 = (((__pyx_v_rvec & __pyx_v_mask) == 0) != 0);
      if (__pyx_t_2) {

        /* "discodop/plcfrs.pyx":896
 * 			if testbit(rule.args, n):  # component from right vector
 * 				if rvec & mask == 0:
 * 					return False  # check for expected component             # <<<<<<<<<<<<<<
 * 				rvec |= rvec - 1  # trailing 0 bits => 1 bits
 * 				mask = rvec & (~rvec - 1)  # mask of 1 bits up to first 0 bit
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":895
 * 		for n in range(bitlength(rule.lengths)):
 * 			if testbit(rule.args, n):  # component from right vector
 * 				if rvec & mask == 0:             # <<<<<<<<<<<<<<
 * 					return False  # check for expected component
 * 				rvec |= rvec - 1  # trailing 0 bits => 1 bits
 */
      }

      /* "discodop/plcfrs.pyx":897
 * 				if rvec & mask == 0:
 * 					return False  # check for expected component
 * 				rvec |= rvec - 1  # trailing 0 bits => 1 bits             # <<<<<<<<<<<<<<
 * 				mask = rvec & (~rvec - 1)  # mask of 1 bits up to first 0 bit
 * 			else:  # component from left vector
 */
      __pyx_v_rvec = (__pyx_v_rvec | (__pyx_v_rvec - 1));

      /* "discodop/plcfrs.pyx":898
 * 					return False  # check for expected component
 * 				rvec |= rvec - 1  # trailing 0 bits => 1 bits
 * 				mask = rvec & (~rvec - 1)  # mask of 1 bits up to first 0 bit             # <<<<<<<<<<<<<<
 * 			else:  # component from left vector
 * 				if lvec & mask == 0:
 */
      __pyx_v_mask = (__pyx_v_rvec & ((~__pyx_v_rvec) - 1));

      /* "discodop/plcfrs.pyx":894
 * 		mask = rvec if testbit(rule.args, 0) else lvec
 * 		for n in range(bitlength(rule.lengths)):
 * 			if testbit(rule.args, n):  # component from right vector             # <<<<<<<<<<<<<<
 * 				if rvec & mask == 0:
 * 					return False  # check for expected component
 */
      goto __pyx_L6;
    }

    /* "discodop/plcfrs.pyx":900
 * 				mask = rvec & (~rvec - 1)  # mask of 1 bits up to first 0 bit
 * 			else:  # component from left vector
 * 				if lvec & mask == 0:             # <<<<<<<<<<<<<<
 * 					return False  # check for expected component
 * 				lvec |= lvec - 1  # trailing 0 bits => 1 bits
 */
    /*else*/ {
      __pyx_t_2 = (((__pyx_v_lvec & __pyx_v_mask) == 0) != 0);
      if (__pyx_t_2) {

        /* "discodop/plcfrs.pyx":901
 * 			else:  # component from left vector
 * 				if lvec & mask == 0:
 * 					return False  # check for expected component             # <<<<<<<<<<<<<<
 * 				lvec |= lvec - 1  # trailing 0 bits => 1 bits
 * 				mask = lvec & (~lvec - 1)  # mask of 1 bits up to first 0 bit
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":900
 * 				mask = rvec & (~rvec - 1)  # mask of 1 bits up to first 0 bit
 * 			else:  # component from left vector
 * 				if lvec & mask == 0:             # <<<<<<<<<<<<<<
 * 					return False  # check for expected component
 * 				lvec |= lvec - 1  # trailing 0 bits => 1 bits
 */
      }

      /* "discodop/plcfrs.pyx":902
 * 				if lvec & mask == 0:
 * 					return False  # check for expected component
 * 				lvec |= lvec - 1  # trailing 0 bits => 1 bits             # <<<<<<<<<<<<<<
 * 				mask = lvec & (~lvec - 1)  # mask of 1 bits up to first 0 bit
 * 			# zero out component
 */
      __pyx_v_lvec = (__pyx_v_lvec | (__pyx_v_lvec - 1));

      /* "discodop/plcfrs.pyx":903
 * 					return False  # check for expected component
 * 				lvec |= lvec - 1  # trailing 0 bits => 1 bits
 * 				mask = lvec & (~lvec - 1)  # mask of 1 bits up to first 0 bit             # <<<<<<<<<<<<<<
 * 			# zero out component
 * 			lvec &= ~mask
 */
      __pyx_v_mask = (__pyx_v_lvec & ((~__pyx_v_lvec) - 1));
    }
    __pyx_L6:;

    /* "discodop/plcfrs.pyx":905
 * 				mask = lvec & (~lvec - 1)  # mask of 1 bits up to first 0 bit
 * 			# zero out component
 * 			lvec &= ~mask             # <<<<<<<<<<<<<<
 * 			rvec &= ~mask
 * 			if testbit(rule.lengths, n):  # a gap
 */
    __pyx_v_lvec = (__pyx_v_lvec & (~__pyx_v_mask));

    /* "discodop/plcfrs.pyx":906
 * 			# zero out component
 * 			lvec &= ~mask
 * 			rvec &= ~mask             # <<<<<<<<<<<<<<
 * 			if testbit(rule.lengths, n):  # a gap
 * 				# check that there is a gap in both vectors
 */
    __pyx_v_rvec = (__pyx_v_rvec & (~__pyx_v_mask));

    /* "discodop/plcfrs.pyx":907
 * 			lvec &= ~mask
 * 			rvec &= ~mask
 * 			if testbit(rule.lengths, n):  # a gap             # <<<<<<<<<<<<<<
 * 				# check that there is a gap in both vectors
 * 				if (lvec ^ rvec) & (mask + 1):
 */
    __pyx_t_2 = (__pyx_fuse_2__pyx_f_8discodop_3bit_testbit(__pyx_v_rule->lengths, __pyx_v_n) != 0);
    if (__pyx_t_2) {

      /* "discodop/plcfrs.pyx":909
 * 			if testbit(rule.lengths, n):  # a gap
 * 				# check that there is a gap in both vectors
 * 				if (lvec ^ rvec) & (mask + 1):             # <<<<<<<<<<<<<<
 * 					return False
 * 				# increase mask to cover gap
 */
      __pyx_t_2 = (((__pyx_v_lvec ^ __pyx_v_rvec) & (__pyx_v_mask + 1)) != 0);
      if (__pyx_t_2) {

        /* "discodop/plcfrs.pyx":910
 * 				# check that there is a gap in both vectors
 * 				if (lvec ^ rvec) & (mask + 1):
 * 					return False             # <<<<<<<<<<<<<<
 * 				# increase mask to cover gap
 * 				# get minimum of trailing zero bits of lvec & rvec
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":909
 * 			if testbit(rule.lengths, n):  # a gap
 * 				# check that there is a gap in both vectors
 * 				if (lvec ^ rvec) & (mask + 1):             # <<<<<<<<<<<<<<
 * 					return False
 * 				# increase mask to cover gap
 */
      }

      /* "discodop/plcfrs.pyx":913
 * 				# increase mask to cover gap
 * 				# get minimum of trailing zero bits of lvec & rvec
 * 				mask = (~lvec & (lvec - 1)) & (~rvec & (rvec - 1))             # <<<<<<<<<<<<<<
 * 			mask += 1  # e.g., 00111 => 01000
 * 		# success if we've reached the end of both left and right vector
 */
      __pyx_v_mask = (((~__pyx_v_lvec) & (__pyx_v_lvec - 1)) & ((~__pyx_v_rvec) & (__pyx_v_rvec - 1)));

      /* "discodop/plcfrs.pyx":907
 * 			lvec &= ~mask
 * 			rvec &= ~mask
 * 			if testbit(rule.lengths, n):  # a gap             # <<<<<<<<<<<<<<
 * 				# check that there is a gap in both vectors
 * 				if (lvec ^ rvec) & (mask + 1):
 */
    }

    /* "discodop/plcfrs.pyx":914
 * 				# get minimum of trailing zero bits of lvec & rvec
 * 				mask = (~lvec & (lvec - 1)) & (~rvec & (rvec - 1))
 * 			mask += 1  # e.g., 00111 => 01000             # <<<<<<<<<<<<<<
 * 		# success if we've reached the end of both left and right vector
 * 		return lvec == rvec == 0
 */
    __pyx_v_mask = (__pyx_v_mask + 1);
  }

  /* "discodop/plcfrs.pyx":916
 * 			mask += 1  # e.g., 00111 => 01000
 * 		# success if we've reached the end of both left and right vector
 * 		return lvec == rvec == 0             # <<<<<<<<<<<<<<
 * 	elif LCFRSItem_fused is FatChartItem:
 * 		alvec = left[0].vec
 */
  __pyx_t_2 = (__pyx_v_lvec == __pyx_v_rvec);
  if (__pyx_t_2) {
    __pyx_t_2 = (__pyx_v_rvec == 0);
  }
  __pyx_r = __pyx_t_2;
  goto __pyx_L0;

  /* "discodop/plcfrs.pyx":859
 * 
 * 
 * cdef inline bint concat(ProbRule *rule,             # <<<<<<<<<<<<<<
 * 		LCFRSItem_fused *left, LCFRSItem_fused *right):
 * 	"""Test whether two bitvectors combine according to a given rule.
 */

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

static CYTHON_INLINE int __pyx_fuse_1__pyx_f_8discodop_6plcfrs_concat(ProbRule *__pyx_v_rule, FatChartItem *__pyx_v_left, FatChartItem *__pyx_v_right) {
  uint64_t *__pyx_v_alvec;
  uint64_t *__pyx_v_arvec;
  int __pyx_v_lpos;
  int __pyx_v_rpos;
  int __pyx_v_n;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  uint64_t *__pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  __Pyx_RefNannySetupContext("__pyx_fuse_1concat", 0);

  /* "discodop/plcfrs.pyx":918
 * 		return lvec == rvec == 0
 * 	elif LCFRSItem_fused is FatChartItem:
 * 		alvec = left[0].vec             # <<<<<<<<<<<<<<
 * 		arvec = right[0].vec
 * 		for n in range(SLOTS):
 */
  __pyx_t_1 = (__pyx_v_left[0]).vec;
  __pyx_v_alvec = __pyx_t_1;

  /* "discodop/plcfrs.pyx":919
 * 	elif LCFRSItem_fused is FatChartItem:
 * 		alvec = left[0].vec
 * 		arvec = right[0].vec             # <<<<<<<<<<<<<<
 * 		for n in range(SLOTS):
 * 			if alvec[n] & arvec[n]:
 */
  __pyx_t_1 = (__pyx_v_right[0]).vec;
  __pyx_v_arvec = __pyx_t_1;

  /* "discodop/plcfrs.pyx":920
 * 		alvec = left[0].vec
 * 		arvec = right[0].vec
 * 		for n in range(SLOTS):             # <<<<<<<<<<<<<<
 * 			if alvec[n] & arvec[n]:
 * 				return False
 */
  for (__pyx_t_2 = 0; __pyx_t_2 < 2; __pyx_t_2+=1) {
    __pyx_v_n = __pyx_t_2;

    /* "discodop/plcfrs.pyx":921
 * 		arvec = right[0].vec
 * 		for n in range(SLOTS):
 * 			if alvec[n] & arvec[n]:             # <<<<<<<<<<<<<<
 * 				return False
 * 		lpos = anextset(alvec, 0, SLOTS)
 */
    __pyx_t_3 = (((__pyx_v_alvec[__pyx_v_n]) & (__pyx_v_arvec[__pyx_v_n])) != 0);
    if (__pyx_t_3) {

      /* "discodop/plcfrs.pyx":922
 * 		for n in range(SLOTS):
 * 			if alvec[n] & arvec[n]:
 * 				return False             # <<<<<<<<<<<<<<
 * 		lpos = anextset(alvec, 0, SLOTS)
 * 		rpos = anextset(arvec, 0, SLOTS)
 */
      __pyx_r = 0;
      goto __pyx_L0;

      /* "discodop/plcfrs.pyx":921
 * 		arvec = right[0].vec
 * 		for n in range(SLOTS):
 * 			if alvec[n] & arvec[n]:             # <<<<<<<<<<<<<<
 * 				return False
 * 		lpos = anextset(alvec, 0, SLOTS)
 */
    }
  }

  /* "discodop/plcfrs.pyx":923
 * 			if alvec[n] & arvec[n]:
 * 				return False
 * 		lpos = anextset(alvec, 0, SLOTS)             # <<<<<<<<<<<<<<
 * 		rpos = anextset(arvec, 0, SLOTS)
 * 		# this algorithm was adapted from rparse, FastYFComposer.
 */
  __pyx_v_lpos = __pyx_f_8discodop_3bit_anextset(__pyx_v_alvec, 0, 2);

  /* "discodop/plcfrs.pyx":924
 * 				return False
 * 		lpos = anextset(alvec, 0, SLOTS)
 * 		rpos = anextset(arvec, 0, SLOTS)             # <<<<<<<<<<<<<<
 * 		# this algorithm was adapted from rparse, FastYFComposer.
 * 		for n in range(bitlength(rule.lengths)):
 */
  __pyx_v_rpos = __pyx_f_8discodop_3bit_anextset(__pyx_v_arvec, 0, 2);

  /* "discodop/plcfrs.pyx":926
 * 		rpos = anextset(arvec, 0, SLOTS)
 * 		# this algorithm was adapted from rparse, FastYFComposer.
 * 		for n in range(bitlength(rule.lengths)):             # <<<<<<<<<<<<<<
 * 			if testbit(rule.args, n):
 * 				# check if there are any bits left, and
 */
  __pyx_t_2 = __pyx_f_8discodop_3bit_bitlength(__pyx_v_rule->lengths);
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) {
    __pyx_v_n = __pyx_t_4;

    /* "discodop/plcfrs.pyx":927
 * 		# this algorithm was adapted from rparse, FastYFComposer.
 * 		for n in range(bitlength(rule.lengths)):
 * 			if testbit(rule.args, n):             # <<<<<<<<<<<<<<
 * 				# check if there are any bits left, and
 * 				# if any bits on the right should have gone before
 */
    __pyx_t_3 = (__pyx_fuse_2__pyx_f_8discodop_3bit_testbit(__pyx_v_rule->args, __pyx_v_n) != 0);
    if (__pyx_t_3) {

      /* "discodop/plcfrs.pyx":931
 * 				# if any bits on the right should have gone before
 * 				# ones on this side
 * 				if rpos == -1 or (lpos != -1 and lpos <= rpos):             # <<<<<<<<<<<<<<
 * 					return False
 * 				# jump to next gap
 */
      __pyx_t_5 = ((__pyx_v_rpos == -1L) != 0);
      if (!__pyx_t_5) {
      } else {
        __pyx_t_3 = __pyx_t_5;
        goto __pyx_L10_bool_binop_done;
      }
      __pyx_t_5 = ((__pyx_v_lpos != -1L) != 0);
      if (__pyx_t_5) {
      } else {
        __pyx_t_3 = __pyx_t_5;
        goto __pyx_L10_bool_binop_done;
      }
      __pyx_t_5 = ((__pyx_v_lpos <= __pyx_v_rpos) != 0);
      __pyx_t_3 = __pyx_t_5;
      __pyx_L10_bool_binop_done:;
      if (__pyx_t_3) {

        /* "discodop/plcfrs.pyx":932
 * 				# ones on this side
 * 				if rpos == -1 or (lpos != -1 and lpos <= rpos):
 * 					return False             # <<<<<<<<<<<<<<
 * 				# jump to next gap
 * 				rpos = anextunset(arvec, rpos, SLOTS)
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":931
 * 				# if any bits on the right should have gone before
 * 				# ones on this side
 * 				if rpos == -1 or (lpos != -1 and lpos <= rpos):             # <<<<<<<<<<<<<<
 * 					return False
 * 				# jump to next gap
 */
      }

      /* "discodop/plcfrs.pyx":934
 * 					return False
 * 				# jump to next gap
 * 				rpos = anextunset(arvec, rpos, SLOTS)             # <<<<<<<<<<<<<<
 * 				if lpos != -1 and lpos < rpos:
 * 					return False
 */
      __pyx_v_rpos = __pyx_f_8discodop_3bit_anextunset(__pyx_v_arvec, __pyx_v_rpos, 2);

      /* "discodop/plcfrs.pyx":935
 * 				# jump to next gap
 * 				rpos = anextunset(arvec, rpos, SLOTS)
 * 				if lpos != -1 and lpos < rpos:             # <<<<<<<<<<<<<<
 * 					return False
 * 				# there should be a gap if and only if
 */
      __pyx_t_5 = ((__pyx_v_lpos != -1L) != 0);
      if (__pyx_t_5) {
      } else {
        __pyx_t_3 = __pyx_t_5;
        goto __pyx_L14_bool_binop_done;
      }
      __pyx_t_5 = ((__pyx_v_lpos < __pyx_v_rpos) != 0);
      __pyx_t_3 = __pyx_t_5;
      __pyx_L14_bool_binop_done:;
      if (__pyx_t_3) {

        /* "discodop/plcfrs.pyx":936
 * 				rpos = anextunset(arvec, rpos, SLOTS)
 * 				if lpos != -1 and lpos < rpos:
 * 					return False             # <<<<<<<<<<<<<<
 * 				# there should be a gap if and only if
 * 				# this is the last element of this argument
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":935
 * 				# jump to next gap
 * 				rpos = anextunset(arvec, rpos, SLOTS)
 * 				if lpos != -1 and lpos < rpos:             # <<<<<<<<<<<<<<
 * 					return False
 * 				# there should be a gap if and only if
 */
      }

      /* "discodop/plcfrs.pyx":939
 * 				# there should be a gap if and only if
 * 				# this is the last element of this argument
 * 				if testbit(rule.lengths, n):             # <<<<<<<<<<<<<<
 * 					if TESTBIT(alvec, rpos):
 * 						return False
 */
      __pyx_t_3 = (__pyx_fuse_2__pyx_f_8discodop_3bit_testbit(__pyx_v_rule->lengths, __pyx_v_n) != 0);
      if (__pyx_t_3) {

        /* "discodop/plcfrs.pyx":940
 * 				# this is the last element of this argument
 * 				if testbit(rule.lengths, n):
 * 					if TESTBIT(alvec, rpos):             # <<<<<<<<<<<<<<
 * 						return False
 * 				elif not TESTBIT(alvec, rpos):
 */
        __pyx_t_3 = (TESTBIT(__pyx_v_alvec, __pyx_v_rpos) != 0);
        if (__pyx_t_3) {

          /* "discodop/plcfrs.pyx":941
 * 				if testbit(rule.lengths, n):
 * 					if TESTBIT(alvec, rpos):
 * 						return False             # <<<<<<<<<<<<<<
 * 				elif not TESTBIT(alvec, rpos):
 * 					return False
 */
          __pyx_r = 0;
          goto __pyx_L0;

          /* "discodop/plcfrs.pyx":940
 * 				# this is the last element of this argument
 * 				if testbit(rule.lengths, n):
 * 					if TESTBIT(alvec, rpos):             # <<<<<<<<<<<<<<
 * 						return False
 * 				elif not TESTBIT(alvec, rpos):
 */
        }

        /* "discodop/plcfrs.pyx":939
 * 				# there should be a gap if and only if
 * 				# this is the last element of this argument
 * 				if testbit(rule.lengths, n):             # <<<<<<<<<<<<<<
 * 					if TESTBIT(alvec, rpos):
 * 						return False
 */
        goto __pyx_L16;
      }

      /* "discodop/plcfrs.pyx":942
 * 					if TESTBIT(alvec, rpos):
 * 						return False
 * 				elif not TESTBIT(alvec, rpos):             # <<<<<<<<<<<<<<
 * 					return False
 * 				# jump to next argument
 */
      __pyx_t_3 = ((!(TESTBIT(__pyx_v_alvec, __pyx_v_rpos) != 0)) != 0);
      if (__pyx_t_3) {

        /* "discodop/plcfrs.pyx":943
 * 						return False
 * 				elif not TESTBIT(alvec, rpos):
 * 					return False             # <<<<<<<<<<<<<<
 * 				# jump to next argument
 * 				rpos = anextset(arvec, rpos, SLOTS)
 */
        __pyx_r = 0;
        goto __pyx_L0;

        /* "discodop/plcfrs.pyx":942
 * 					if TESTBIT(alvec, rpos):
 * 						return False
 * 				elif not TESTBIT(alvec, rpos):             # <<<<<<<<<<<<<<
 * 					return False
 * 				# jump to next argument
 */
      }
      __pyx_L16:;

      /* "discodop/plcfrs.pyx":945
 * 					return False
 * 				# jump to next argument
 * 				rpos = anextset(arvec, rpos, SLOTS)             # <<<<<<<<<<<<<<
 * 			else:  # if bit == 0:
 * 				# vice versa to the above
 */
      __pyx_v_rpos = __pyx_f_8discodop_3bit_anextset(__pyx_v_arvec, __pyx_v_rpos, 2);

      /* "discodop/plcfrs.pyx":927
 * 		# this algorithm was adapted from rparse, FastYFComposer.
 * 		for n in range(bitlength(rule.lengths)):
 * 			if testbit(rule.args, n):             # <<<<<<<<<<<<<<
 * 				# check if there are any bits left, and
 * 				# if any bits on the right should have gone before
 */
      goto __pyx_L8;
    }

    /* "discodop/plcfrs.pyx":948
 * 			else:  # if bit == 0:
 * 				# vice versa to the above
 * 				if lpos == -1 or (rpos != -1 and rpos <= lpos):             # <<<<<<<<<<<<<<
 * 					return False
 * 				lpos = anextunset(alvec, lpos, SLOTS)
 */
    /*else*/ {
      __pyx_t_5 = ((__pyx_v_lpos == -1L) != 0);
      if (!__pyx_t_5) {
      } else {
        __pyx_t_3 = __pyx_t_5;
        goto __pyx_L19_bool_binop_done;
      }
      __pyx_t_5 = ((__pyx_v_rpos != -1L) != 0);
      if (__pyx_t_5) {
      } else {
        __pyx_t_3 = __pyx_t_5;
        goto __pyx_L19_bool_binop_done;
      }
      __pyx_t_5 = ((__pyx_v_rpos <= __pyx_v_lpos) != 0);
      __pyx_t_3 = __pyx_t_5;
      __pyx_L19_bool_binop_done:;
      if (__pyx_t_3) {

        /* "discodop/plcfrs.pyx":949
 * 				# vice versa to the above
 * 				if lpos == -1 or (rpos != -1 and rpos <= lpos):
 * 					return False             # <<<<<<<<<<<<<<
 * 				lpos = anextunset(alvec, lpos, SLOTS)
 * 				if rpos != -1 and rpos < lpos:
 */
        __pyx_r = 0;
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 * 
 * cdef inline int bitlength(uint64_t vec):             # <<<<<<<<<<<<<<
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 * 
 */
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 * 
 * 
 * cdef inline int abitcount(uint64_t *vec, int slots):             # <<<<<<<<<<<<<<
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/* "bit.pxd":124
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static CYTHON_INLINE int __pyx_f_8discodop_3bit_abitlength(uint64_t *__pyx_v_vec, int __pyx_v_slots) {
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 * 		a -= 1             # <<<<<<<<<<<<<<
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 * 		a -= 1
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    __pyx_t_1 = ((__pyx_v_a < 0) != 0);
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 */
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 * 		a -= 1
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 * 
 */
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 * 
 * 
 * cdef inline int abitlength(uint64_t *vec, int slots):             # <<<<<<<<<<<<<<
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static CYTHON_INLINE int __pyx_f_8discodop_3bit_anextset(uint64_t *__pyx_v_vec, uint32_t __pyx_v_pos, int __pyx_v_slots) {
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 * 	cdef int a = BITSLOT(pos)
 * 	cdef uint64_t x
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 * 	cdef uint64_t x
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 * 	cdef int a = BITSLOT(pos)
 * 	cdef uint64_t x
 * 	if a >= slots:             # <<<<<<<<<<<<<<
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 * 	if a >= slots:
 * 		return -1
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 * 	x = vec[a] & (~0UL << (pos % BITSIZE))
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 * 		if a == slots:
 * 			return -1
 * 		x = vec[a]             # <<<<<<<<<<<<<<
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 */
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 * 
 * cdef inline int anextset(uint64_t *vec, uint32_t pos, int slots):             # <<<<<<<<<<<<<<
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 * 
 * cdef inline int anextunset(uint64_t *vec, uint32_t pos, int slots):             # <<<<<<<<<<<<<<
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 * 	cdef int a = BITSLOT(pos)
 * 	cdef uint64_t x
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    /* "bit.pxd":156
 * 	cdef uint64_t x
 * 	if a >= slots:
 * 		return a * BITSIZE             # <<<<<<<<<<<<<<
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 * 		return a * BITSIZE
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 * 	while x == ~0UL:
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 * 		a += 1
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 * 	while x == ~0UL:
 * 		a += 1
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 * 		if a == slots:
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 * 
 * cdef inline int anextunset(uint64_t *vec, uint32_t pos, int slots):             # <<<<<<<<<<<<<<
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 * 	cdef int tmp
 * 	while not cur[0]:
 * 		idx[0] += 1             # <<<<<<<<<<<<<<
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 * 		idx[0] += 1
 * 		if idx[0] >= slots:             # <<<<<<<<<<<<<<
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 * 		idx[0] += 1
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 * 		idx[0] += 1
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 * 			return -1
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 * 		cur[0] = vec[idx[0]]
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 * 
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 * 
 * cdef inline int iteratesetbits(uint64_t *vec, int slots,             # <<<<<<<<<<<<<<
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static CYTHON_INLINE int __pyx_f_8discodop_3bit_iterateunsetbits(uint64_t *__pyx_v_vec, int __pyx_v_slots, uint64_t *__pyx_v_cur, int *__pyx_v_idx) {
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 *             have_start = index.start is not None             # <<<<<<<<<<<<<<
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 * 
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None             # <<<<<<<<<<<<<<
 *             have_step = index.step is not None
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 * 
 *             slice_memviewslice(
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 */
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 * 
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 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
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 */
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 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
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 */
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    /* "View.MemoryView":763
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
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 *                                     memviewsliceobj.to_dtype_func,
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 *         return memoryview_fromslice(dst, new_ndim,
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 *                                     memview.dtype_is_object)
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 */
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 * 
 *     if isinstance(memview, _memoryviewslice):
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 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
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 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */
  }

  /* "View.MemoryView":768
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
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 *     else:
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 *                                     memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
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    /* "View.MemoryView":768
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(3, 768, __pyx_L1_error)
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  /* "View.MemoryView":696
 * 
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):             # <<<<<<<<<<<<<<
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
 *     cdef bint negative_step
 */

  /* function exit code */
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/* "View.MemoryView":793
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) {
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  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

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 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
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 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    __pyx_t_1 = ((__pyx_v_start < 0) != 0);
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      /* "View.MemoryView":816
 * 
 *         if start < 0:
 *             start += shape             # <<<<<<<<<<<<<<
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 */
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      /* "View.MemoryView":815
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    }

    /* "View.MemoryView":817
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
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      /* "View.MemoryView":818
 *             start += shape
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)             # <<<<<<<<<<<<<<
 *     else:
 * 
 */
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 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
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    /* "View.MemoryView":813
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
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  /* "View.MemoryView":821
 *     else:
 * 
 *         negative_step = have_step != 0 and step < 0             # <<<<<<<<<<<<<<
 * 
 *         if have_step and step == 0:
 */
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 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
    __pyx_t_1 = (__pyx_v_have_step != 0);
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    } else {
      __pyx_t_2 = __pyx_t_1;
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    }
    __pyx_t_1 = ((__pyx_v_step == 0) != 0);
    __pyx_t_2 = __pyx_t_1;
    __pyx_L9_bool_binop_done:;
    if (__pyx_t_2) {

      /* "View.MemoryView":824
 * 
 *         if have_step and step == 0:
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Step may not be zero (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(3, 824, __pyx_L1_error)

      /* "View.MemoryView":823
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
    }

    /* "View.MemoryView":827
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
    __pyx_t_2 = (__pyx_v_have_start != 0);
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      /* "View.MemoryView":828
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
      __pyx_t_2 = ((__pyx_v_start < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":829
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
 */
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

        /* "View.MemoryView":830
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
 */
        __pyx_t_2 = ((__pyx_v_start < 0) != 0);
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          /* "View.MemoryView":831
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
 */
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          /* "View.MemoryView":830
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
 */
        }

        /* "View.MemoryView":828
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
        goto __pyx_L12;
      }

      /* "View.MemoryView":832
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0);
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        /* "View.MemoryView":833
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
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        if (__pyx_t_2) {

          /* "View.MemoryView":834
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
 */
          __pyx_v_start = (__pyx_v_shape - 1);

          /* "View.MemoryView":833
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
          goto __pyx_L14;
        }

        /* "View.MemoryView":836
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        /*else*/ {
          __pyx_v_start = __pyx_v_shape;
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        __pyx_L14:;

        /* "View.MemoryView":832
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      }
      __pyx_L12:;

      /* "View.MemoryView":827
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
      goto __pyx_L11;
    }

    /* "View.MemoryView":838
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
    /*else*/ {
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":839
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
 */
        __pyx_v_start = (__pyx_v_shape - 1);

        /* "View.MemoryView":838
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
        goto __pyx_L15;
      }

      /* "View.MemoryView":841
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
 */
      /*else*/ {
        __pyx_v_start = 0;
      }
      __pyx_L15:;
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    /* "View.MemoryView":843
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
    __pyx_t_2 = (__pyx_v_have_stop != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":844
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
      __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":845
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
 */
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":846
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":847
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
 */
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          /* "View.MemoryView":846
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        }

        /* "View.MemoryView":844
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
        goto __pyx_L17;
      }

      /* "View.MemoryView":848
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
      __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0);
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        /* "View.MemoryView":849
 *                     stop = 0
 *             elif stop > shape:
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 *         else:
 *             if negative_step:
 */
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        /* "View.MemoryView":848
 *                 if stop < 0:
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 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
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 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
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    }

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 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
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        /* "View.MemoryView":852
 *         else:
 *             if negative_step:
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 *             else:
 *                 stop = shape
 */
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        /* "View.MemoryView":851
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
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 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 *         if not have_step:
 */
      /*else*/ {
        __pyx_v_stop = __pyx_v_shape;
      }
      __pyx_L19:;
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    /* "View.MemoryView":856
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
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      /* "View.MemoryView":857
 * 
 *         if not have_step:
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
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/* "View.MemoryView":1070
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 */

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  int (*__pyx_v_to_dtype_func)(char *, PyObject *);
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  int __pyx_t_2;
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 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
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 *     if isinstance(memview, _memoryviewslice):
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 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
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 *         to_dtype_func = NULL
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 */
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 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
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 * 
 * 
 */
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 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):             # <<<<<<<<<<<<<<
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/* "View.MemoryView":1092
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) {
  Py_ssize_t __pyx_r;
  int __pyx_t_1;

  /* "View.MemoryView":1093
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:             # <<<<<<<<<<<<<<
 *         return -arg
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    /* "View.MemoryView":1094
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
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    /* "View.MemoryView":1093
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:             # <<<<<<<<<<<<<<
 *         return -arg
 *     else:
 */
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 * 
 * @cname('__pyx_get_best_slice_order')
 */
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  /* "View.MemoryView":1092
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

  /* function exit code */
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/* "View.MemoryView":1099
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_c_stride;
  Py_ssize_t __pyx_v_f_stride;
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  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1104
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 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t f_stride = 0
 * 
 */
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  /* "View.MemoryView":1105
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0
 *     cdef Py_ssize_t f_stride = 0             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */
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  /* "View.MemoryView":1107
 *     cdef Py_ssize_t f_stride = 0
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
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 */
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1L; __pyx_t_1-=1) {
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    /* "View.MemoryView":1108
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
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      /* "View.MemoryView":1109
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1110
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 *             c_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
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      /* "View.MemoryView":1108
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
 */
    }
  }
  __pyx_L4_break:;

  /* "View.MemoryView":1112
 *             break
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 */
  __pyx_t_1 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1113
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1114
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1115
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 *             f_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 */
      goto __pyx_L7_break;

      /* "View.MemoryView":1113
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    }
  }
  __pyx_L7_break:;

  /* "View.MemoryView":1117
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
 */
  __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0);
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    /* "View.MemoryView":1118
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
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 *     else:
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    /* "View.MemoryView":1117
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 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
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 * 
 * @cython.cdivision(True)
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 * 
 * @cname('__pyx_get_best_slice_order')
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 *     """
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/* "View.MemoryView":1123
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
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 */

static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) {
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  CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent;
  Py_ssize_t __pyx_v_dst_extent;
  Py_ssize_t __pyx_v_src_stride;
  Py_ssize_t __pyx_v_dst_stride;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;

  /* "View.MemoryView":1130
 * 
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 */
  __pyx_v_src_extent = (__pyx_v_src_shape[0]);

  /* "View.MemoryView":1131
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 */
  __pyx_v_dst_extent = (__pyx_v_dst_shape[0]);

  /* "View.MemoryView":1132
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 */
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  /* "View.MemoryView":1133
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */
  __pyx_v_dst_stride = (__pyx_v_dst_strides[0]);

  /* "View.MemoryView":1135
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
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 */
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1136
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
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 */
    __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0);
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    } else {
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      goto __pyx_L5_bool_binop_done;
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    /* "View.MemoryView":1137
 *     if ndim == 1:
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 *            memcpy(dst_data, src_data, itemsize * dst_extent)
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    __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize);
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    /* "View.MemoryView":1136
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
    if (__pyx_t_1) {

      /* "View.MemoryView":1138
 *        if (src_stride > 0 and dst_stride > 0 and
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 *        else:
 *            for i in range(dst_extent):
 */
      memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent));

      /* "View.MemoryView":1136
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
      goto __pyx_L4;
    }

    /* "View.MemoryView":1140
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 *            for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 */
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        __pyx_v_i = __pyx_t_5;

        /* "View.MemoryView":1141
 *        else:
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                src_data += src_stride
 *                dst_data += dst_stride
 */
        memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize);

        /* "View.MemoryView":1142
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride             # <<<<<<<<<<<<<<
 *                dst_data += dst_stride
 *     else:
 */
        __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

        /* "View.MemoryView":1143
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 *                dst_data += dst_stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(dst_extent):
 */
        __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
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    /* "View.MemoryView":1135
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 */
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  /* "View.MemoryView":1145
 *                dst_data += dst_stride
 *     else:
 *         for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *             _copy_strided_to_strided(src_data, src_strides + 1,
 *                                      dst_data, dst_strides + 1,
 */
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      __pyx_v_i = __pyx_t_5;

      /* "View.MemoryView":1146
 *     else:
 *         for i in range(dst_extent):
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 *                                      dst_data, dst_strides + 1,
 *                                      src_shape + 1, dst_shape + 1,
 */
      _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize);

      /* "View.MemoryView":1150
 *                                      src_shape + 1, dst_shape + 1,
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride             # <<<<<<<<<<<<<<
 *             dst_data += dst_stride
 * 
 */
      __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

      /* "View.MemoryView":1151
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride
 *             dst_data += dst_stride             # <<<<<<<<<<<<<<
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
 */
      __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1123
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

  /* function exit code */
}

/* "View.MemoryView":1153
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) {

  /* "View.MemoryView":1156
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
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 * 
 */
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  /* "View.MemoryView":1153
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1160
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
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 */

static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
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  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1163
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
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 * 
 *     for i in range(ndim):
 */
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  /* "View.MemoryView":1165
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 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
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 * 
 */
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    /* "View.MemoryView":1166
 * 
 *     for i in range(ndim):
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 * 
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 */
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 * 
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 * @cname('__pyx_fill_contig_strides_array')
 */
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  /* "View.MemoryView":1160
 * 
 * @cname('__pyx_memoryview_slice_get_size')
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 */

  /* function exit code */
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}

/* "View.MemoryView":1171
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
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 */

static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) {
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  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

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      /* "View.MemoryView":1183
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    /* "View.MemoryView":1180
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      /* "View.MemoryView":1186
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 */
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      /* "View.MemoryView":1187
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  /* "View.MemoryView":1171
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/* "View.MemoryView":1192
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 */
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 */
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 * 
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    /* "View.MemoryView":1222
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 *     if slices_overlap(&src, &dst, ndim, itemsize):
 */
      __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Dimension %d is not direct"), __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(3, 1284, __pyx_L1_error)

      /* "View.MemoryView":1283
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    }
  }

  /* "View.MemoryView":1286
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */
  __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1288
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    __pyx_t_2 = ((!(__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1289
 * 
 *         if not slice_is_contig(src, order, ndim):
 *             order = get_best_order(&dst, ndim)             # <<<<<<<<<<<<<<
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 */
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);

      /* "View.MemoryView":1288
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    }

    /* "View.MemoryView":1291
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */
    __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) __PYX_ERR(3, 1291, __pyx_L1_error)
    __pyx_v_tmpdata = __pyx_t_6;

    /* "View.MemoryView":1292
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1286
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */
  }

  /* "View.MemoryView":1294
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1297
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1298
 * 
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)             # <<<<<<<<<<<<<<
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim);

      /* "View.MemoryView":1297
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */
      goto __pyx_L12;
    }

    /* "View.MemoryView":1299
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1300
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)             # <<<<<<<<<<<<<<
 * 
 *         if direct_copy:
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim);

      /* "View.MemoryView":1299
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */
    }
    __pyx_L12:;

    /* "View.MemoryView":1302
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_2 = (__pyx_v_direct_copy != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1304
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1305
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 */
      memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim));

      /* "View.MemoryView":1306
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1307
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
 */
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1308
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
 */
      __pyx_r = 0;
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      /* "View.MemoryView":1302
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    }

    /* "View.MemoryView":1294
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1310
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
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  if (__pyx_t_2) {
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));
  }
  __pyx_t_7 = (__pyx_t_2 != 0);
  if (__pyx_t_7) {

    /* "View.MemoryView":1313
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(3, 1313, __pyx_L1_error)

    /* "View.MemoryView":1314
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(3, 1314, __pyx_L1_error)

    /* "View.MemoryView":1310
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1316
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1317
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 */
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  /* "View.MemoryView":1318
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1320
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
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 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
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 * 
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/* "View.MemoryView":1324
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
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static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
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 * 
 *     for i in range(ndim - 1, -1, -1):
 */
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 *     cdef int offset = ndim_other - ndim
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
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 *         mslice.strides[i + offset] = mslice.strides[i]
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 * 
 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]             # <<<<<<<<<<<<<<
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 *     for i in range(ndim - 1, -1, -1):
 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 */
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 *         mslice.shape[i + offset] = mslice.shape[i]
 *         mslice.strides[i + offset] = mslice.strides[i]
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(offset):
 */
    (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]);
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  /* "View.MemoryView":1335
 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 */
  __pyx_t_1 = __pyx_v_offset;
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    /* "View.MemoryView":1336
 * 
 *     for i in range(offset):
 *         mslice.shape[i] = 1             # <<<<<<<<<<<<<<
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1
 */
    (__pyx_v_mslice->shape[__pyx_v_i]) = 1;

    /* "View.MemoryView":1337
 *     for i in range(offset):
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]             # <<<<<<<<<<<<<<
 *         mslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]);

    /* "View.MemoryView":1338
 *         mslice.shape[i] = 1
 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
 */
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  /* "View.MemoryView":1324
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

  /* function exit code */
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/* "View.MemoryView":1346
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) {
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 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
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 * 
 *     if dtype_is_object:
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 */
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    /* "View.MemoryView":1350
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */
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 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

  /* function exit code */
}

/* "View.MemoryView":1355
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                              Py_ssize_t *strides, int ndim,
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static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
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 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
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  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

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 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
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/* "View.MemoryView":1361
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 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
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static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
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 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
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 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
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    __pyx_t_3 = ((__pyx_v_ndim == 1) != 0);
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 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
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 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
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  __pyx_tp_traverse_8discodop_6plcfrs_LCFRSChart, /*tp_traverse*/
  __pyx_tp_clear_8discodop_6plcfrs_LCFRSChart, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_8discodop_6plcfrs_SmallLCFRSChart, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_8discodop_6plcfrs_15SmallLCFRSChart_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_8discodop_6plcfrs_SmallLCFRSChart, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
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  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_8discodop_6plcfrs_FatLCFRSChart __pyx_vtable_8discodop_6plcfrs_FatLCFRSChart;

static PyObject *__pyx_tp_new_8discodop_6plcfrs_FatLCFRSChart(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *p;
  PyObject *o = __pyx_tp_new_8discodop_6plcfrs_LCFRSChart(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *)o);
  p->__pyx_base.__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_8discodop_10containers_Chart*)__pyx_vtabptr_8discodop_6plcfrs_FatLCFRSChart;
  new((void*)&(p->items)) std::vector<FatChartItem> ();
  new((void*)&(p->itemindex)) FatChartItemBtreeMap<ItemNo> ();
  new((void*)&(p->beambuckets)) FatChartItemBtreeMap<Prob> ();
  return o;
}

static void __pyx_tp_dealloc_8discodop_6plcfrs_FatLCFRSChart(PyObject *o) {
  struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *p = (struct __pyx_obj_8discodop_6plcfrs_FatLCFRSChart *)o;
  PyObject_GC_UnTrack(o);
  __Pyx_call_destructor(p->items);
  __Pyx_call_destructor(p->itemindex);
  __Pyx_call_destructor(p->beambuckets);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_8discodop_6plcfrs_LCFRSChart(o);
}

static PyMethodDef __pyx_methods_8discodop_6plcfrs_FatLCFRSChart[] = {
  {"root", (PyCFunction)__pyx_pw_8discodop_6plcfrs_13FatLCFRSChart_3root, METH_NOARGS, __pyx_doc_8discodop_6plcfrs_13FatLCFRSChart_2root},
  {"indices", (PyCFunction)__pyx_pw_8discodop_6plcfrs_13FatLCFRSChart_5indices, METH_O, __pyx_doc_8discodop_6plcfrs_13FatLCFRSChart_4indices},
  {"itemstr", (PyCFunction)__pyx_pw_8discodop_6plcfrs_13FatLCFRSChart_7itemstr, METH_O, __pyx_doc_8discodop_6plcfrs_13FatLCFRSChart_6itemstr},
  {"hasnode", (PyCFunction)__pyx_pw_8discodop_6plcfrs_13FatLCFRSChart_9hasnode, METH_VARARGS|METH_KEYWORDS, __pyx_doc_8discodop_6plcfrs_13FatLCFRSChart_8hasnode},
  {0, 0, 0, 0}
};

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  0, /*tp_itemsize*/
  __pyx_tp_dealloc_8discodop_6plcfrs_FatLCFRSChart, /*tp_dealloc*/
  0, /*tp_print*/
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  #if PY_MAJOR_VERSION < 3
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  "FatLCFRSChart(Grammar grammar, list sent, start=None, logprob=True, viterbi=True, itemsestimate=None)\nLCFRS chart that supports longer sentences.", /*tp_doc*/
  __pyx_tp_traverse_8discodop_6plcfrs_LCFRSChart, /*tp_traverse*/
  __pyx_tp_clear_8discodop_6plcfrs_LCFRSChart, /*tp_clear*/
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  __pyx_methods_8discodop_6plcfrs_FatLCFRSChart, /*tp_methods*/
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  __pyx_pw_8discodop_6plcfrs_13FatLCFRSChart_1__init__, /*tp_init*/
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  __pyx_tp_new_8discodop_6plcfrs_FatLCFRSChart, /*tp_new*/
  0, /*tp_free*/
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  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct__hasnode *__pyx_freelist_8discodop_6plcfrs___pyx_scope_struct__hasnode[8];
static int __pyx_freecount_8discodop_6plcfrs___pyx_scope_struct__hasnode = 0;

static PyObject *__pyx_tp_new_8discodop_6plcfrs___pyx_scope_struct__hasnode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_8discodop_6plcfrs___pyx_scope_struct__hasnode > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct__hasnode)))) {
    o = (PyObject*)__pyx_freelist_8discodop_6plcfrs___pyx_scope_struct__hasnode[--__pyx_freecount_8discodop_6plcfrs___pyx_scope_struct__hasnode];
    memset(o, 0, sizeof(struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct__hasnode));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
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}

static void __pyx_tp_dealloc_8discodop_6plcfrs___pyx_scope_struct__hasnode(PyObject *o) {
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  Py_CLEAR(p->__pyx_v_node);
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    __pyx_freelist_8discodop_6plcfrs___pyx_scope_struct__hasnode[__pyx_freecount_8discodop_6plcfrs___pyx_scope_struct__hasnode++] = ((struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct__hasnode *)o);
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static int __pyx_tp_traverse_8discodop_6plcfrs___pyx_scope_struct__hasnode(PyObject *o, visitproc v, void *a) {
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}

static int __pyx_tp_clear_8discodop_6plcfrs___pyx_scope_struct__hasnode(PyObject *o) {
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  p->__pyx_v_node = Py_None; Py_INCREF(Py_None);
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}

static PyTypeObject __pyx_type_8discodop_6plcfrs___pyx_scope_struct__hasnode = {
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  0, /*tp_compare*/
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  __pyx_tp_clear_8discodop_6plcfrs___pyx_scope_struct__hasnode, /*tp_clear*/
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  0, /*tp_finalize*/
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static struct __pyx_obj_8discodop_6plcfrs___pyx_scope_struct_1_genexpr *__pyx_freelist_8discodop_6plcfrs___pyx_scope_struct_1_genexpr[8];
static int __pyx_freecount_8discodop_6plcfrs___pyx_scope_struct_1_genexpr = 0;

static PyObject *__pyx_tp_new_8discodop_6plcfrs___pyx_scope_struct_1_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
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static void __pyx_tp_dealloc_8discodop_6plcfrs___pyx_scope_struct_1_genexpr(PyObject *o) {
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  Py_CLEAR(p->__pyx_t_0);
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}

static int __pyx_tp_traverse_8discodop_6plcfrs___pyx_scope_struct_1_genexpr(PyObject *o, visitproc v, void *a) {
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static int __pyx_tp_clear_8discodop_6plcfrs___pyx_scope_struct_1_genexpr(PyObject *o) {
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  tmp = ((PyObject*)p->__pyx_t_0);
  p->__pyx_t_0 = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_8discodop_6plcfrs___pyx_scope_struct_1_genexpr = {
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  __pyx_tp_dealloc_8discodop_6plcfrs___pyx_scope_struct_1_genexpr, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
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  0, /*tp_repr*/
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  0, /*tp_call*/
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  0, /*tp_as_buffer*/
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  __pyx_tp_traverse_8discodop_6plcfrs___pyx_scope_struct_1_genexpr, /*tp_traverse*/
  __pyx_tp_clear_8discodop_6plcfrs___pyx_scope_struct_1_genexpr, /*tp_clear*/
  0, /*tp_richcompare*/
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  0, /*tp_iter*/
  0, /*tp_iternext*/
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  0, /*tp_alloc*/
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static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {
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static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {
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static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {
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}

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static struct PyGetSetDef __pyx_getsets_array[] = {
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static PySequenceMethods __pyx_tp_as_sequence_array = {
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  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_array, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_array = {
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  __pyx_array___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_array = {
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  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_array_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_array = {
  PyVarObject_HEAD_INIT(0, 0)
  "discodop.plcfrs.array", /*tp_name*/
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_array, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  __pyx_tp_getattro_array, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_array, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_array, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_array, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_array, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_MemviewEnum_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_MemviewEnum_obj *)o);
  p->name = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_Enum(PyObject *o) {
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->name);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  if (p->name) {
    e = (*v)(p->name, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_Enum(PyObject *o) {
  PyObject* tmp;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_Enum[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "discodop.plcfrs.Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_MemviewEnum___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_Enum, /*tp_traverse*/
  __pyx_tp_clear_Enum, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_Enum, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_MemviewEnum___init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_Enum, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryview_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryview_obj *)o);
  p->__pyx_vtab = __pyx_vtabptr_memoryview;
  p->obj = Py_None; Py_INCREF(Py_None);
  p->_size = Py_None; Py_INCREF(Py_None);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  p->view.obj = NULL;
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad;
  return o;
  bad:
  Py_DECREF(o); o = 0;
  return NULL;
}

static void __pyx_tp_dealloc_memoryview(PyObject *o) {
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryview___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->obj);
  Py_CLEAR(p->_size);
  Py_CLEAR(p->_array_interface);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  if (p->obj) {
    e = (*v)(p->obj, a); if (e) return e;
  }
  if (p->_size) {
    e = (*v)(p->_size, a); if (e) return e;
  }
  if (p->_array_interface) {
    e = (*v)(p->_array_interface, a); if (e) return e;
  }
  if (p->view.obj) {
    e = (*v)(p->view.obj, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_memoryview(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  tmp = ((PyObject*)p->obj);
  p->obj = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_size);
  p->_size = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_array_interface);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  Py_CLEAR(p->view.obj);
  return 0;
}
static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_memoryview___setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o);
}

static PyMethodDef __pyx_methods_memoryview[] = {
  {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0},
  {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0},
  {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0},
  {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0},
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryview_3__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_memoryview[] = {
  {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0},
  {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0},
  {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0},
  {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0},
  {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0},
  {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0},
  {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0},
  {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0},
  {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_memoryview = {
  __pyx_memoryview___len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_memoryview, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_memoryview = {
  __pyx_memoryview___len__, /*mp_length*/
  __pyx_memoryview___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_memoryview = {
  PyVarObject_HEAD_INIT(0, 0)
  "discodop.plcfrs.memoryview", /*tp_name*/
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_memoryview___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_memoryview___str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_memoryview, /*tp_traverse*/
  __pyx_tp_clear_memoryview, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_memoryview, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_memoryview, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_memoryview, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryviewslice_obj *p;
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryviewslice_obj *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;
  p->from_object = Py_None; Py_INCREF(Py_None);
  p->from_slice.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryviewslice___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->from_object);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_memoryview(o);
}

static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;
  if (p->from_object) {
    e = (*v)(p->from_object, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear__memoryviewslice(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  __pyx_tp_clear_memoryview(o);
  tmp = ((PyObject*)p->from_object);
  p->from_object = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  __PYX_XDEC_MEMVIEW(&p->from_slice, 1);
  return 0;
}

static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(o);
}

static PyMethodDef __pyx_methods__memoryviewslice[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_1__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw___pyx_memoryviewslice_3__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets__memoryviewslice[] = {
  {(char *)"base", __pyx_getprop___pyx_memoryviewslice_base, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_memoryviewslice = {
  PyVarObject_HEAD_INIT(0, 0)
  "discodop.plcfrs._memoryviewslice", /*tp_name*/
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___str__, /*tp_str*/
  #else
  0, /*tp_str*/
  #endif
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Internal class for passing memoryview slices to Python", /*tp_doc*/
  __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/
  __pyx_tp_clear__memoryviewslice, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods__memoryviewslice, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets__memoryviewslice, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new__memoryviewslice, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
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 * 		for a, p in derivations:
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 * 		((('S', 'VP_2', 'VMFIN'), ((0, 1, 0), )), 1),
 * 		((('VP_2', 'VP_2', 'VAINF'), ((0, ), (0, 1))), 0.5),
 * 		((('VP_2', 'PROAV', 'VVPP'), ((0, ), (1, ))), 0.5),             # <<<<<<<<<<<<<<
 * 		((('PROAV', 'Epsilon'), ('Darueber', )), 1),
 * 		((('VAINF', 'Epsilon'), ('werden', )), 1),
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 * 		((('VP_2', 'VP_2', 'VAINF'), ((0, ), (0, 1))), 0.5),
 * 		((('VP_2', 'PROAV', 'VVPP'), ((0, ), (1, ))), 0.5),
 * 		((('PROAV', 'Epsilon'), ('Darueber', )), 1),             # <<<<<<<<<<<<<<
 * 		((('VAINF', 'Epsilon'), ('werden', )), 1),
 * 		((('VMFIN', 'Epsilon'), ('muss', )), 1),
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 * 		((('VP_2', 'PROAV', 'VVPP'), ((0, ), (1, ))), 0.5),
 * 		((('PROAV', 'Epsilon'), ('Darueber', )), 1),
 * 		((('VAINF', 'Epsilon'), ('werden', )), 1),             # <<<<<<<<<<<<<<
 * 		((('VMFIN', 'Epsilon'), ('muss', )), 1),
 * 		((('VVPP', 'Epsilon'), ('nachgedacht', )), 1)], start='S')
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 * 		((('PROAV', 'Epsilon'), ('Darueber', )), 1),
 * 		((('VAINF', 'Epsilon'), ('werden', )), 1),
 * 		((('VMFIN', 'Epsilon'), ('muss', )), 1),             # <<<<<<<<<<<<<<
 * 		((('VVPP', 'Epsilon'), ('nachgedacht', )), 1)], start='S')
 * 	print(grammar)
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 * 		((('VAINF', 'Epsilon'), ('werden', )), 1),
 * 		((('VMFIN', 'Epsilon'), ('muss', )), 1),
 * 		((('VVPP', 'Epsilon'), ('nachgedacht', )), 1)], start='S')             # <<<<<<<<<<<<<<
 * 	print(grammar)
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 */
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 * 	assert testsent('Darueber muss nachgedacht werden', grammar)
 * 	assert testsent('Darueber muss nachgedacht werden werden werden', grammar)
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 */
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            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 void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) {
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
        name, type->tp_name, Py_TYPE(obj)->tp_name);
}
static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact)
{
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (none_allowed && obj == Py_None) return 1;
    else if (exact) {
        if (likely(Py_TYPE(obj) == type)) return 1;
        #if PY_MAJOR_VERSION == 2
        else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
        #endif
    }
    else {
        if (likely(PyObject_TypeCheck(obj, type))) return 1;
    }
    __Pyx_RaiseArgumentTypeInvalid(name, obj, type);
    return 0;
}

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

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

/* 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 PY_VERSION_HEX >= 0x03030000
    if (cause) {
#else
    if (cause && cause != Py_None) {
#endif
        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 = PyThreadState_GET();
        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

/* 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

/* PyFunctionFastCall */
  #if CYTHON_FAST_PYCALL
#include "frameobject.h"
static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
                                               PyObject *globals) {
    PyFrameObject *f;
    PyThreadState *tstate = PyThreadState_GET();
    PyObject **fastlocals;
    Py_ssize_t i;
    PyObject *result;
    assert(globals != NULL);
    /* XXX Perhaps we should create a specialized
       PyFrame_New() that doesn't take locals, but does
       take builtins without sanity checking them.
       */
    assert(tstate != NULL);
    f = PyFrame_New(tstate, co, globals, NULL);
    if (f == NULL) {
        return NULL;
    }
    fastlocals = f->f_localsplus;
    for (i = 0; i < na; i++) {
        Py_INCREF(*args);
        fastlocals[i] = *args++;
    }
    result = PyEval_EvalFrameEx(f,0);
    ++tstate->recursion_depth;
    Py_DECREF(f);
    --tstate->recursion_depth;
    return result;
}
#if 1 || PY_VERSION_HEX < 0x030600B1
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, int nargs, PyObject *kwargs) {
    PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
    PyObject *globals = PyFunction_GET_GLOBALS(func);
    PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
    PyObject *closure;
#if PY_MAJOR_VERSION >= 3
    PyObject *kwdefs;
#endif
    PyObject *kwtuple, **k;
    PyObject **d;
    Py_ssize_t nd;
    Py_ssize_t nk;
    PyObject *result;
    assert(kwargs == NULL || PyDict_Check(kwargs));
    nk = kwargs ? PyDict_Size(kwargs) : 0;
    if (Py_EnterRecursiveCall((char*)" while calling a Python object")) {
        return NULL;
    }
    if (
#if PY_MAJOR_VERSION >= 3
            co->co_kwonlyargcount == 0 &&
#endif
            likely(kwargs == NULL || nk == 0) &&
            co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
        if (argdefs == NULL && co->co_argcount == nargs) {
            result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
            goto done;
        }
        else if (nargs == 0 && argdefs != NULL
                 && co->co_argcount == Py_SIZE(argdefs)) {
            /* function called with no arguments, but all parameters have
               a default value: use default values as arguments .*/
            args = &PyTuple_GET_ITEM(argdefs, 0);
            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
            goto done;
        }
    }
    if (kwargs != NULL) {
        Py_ssize_t pos, i;
        kwtuple = PyTuple_New(2 * nk);
        if (kwtuple == NULL) {
            result = NULL;
            goto done;
        }
        k = &PyTuple_GET_ITEM(kwtuple, 0);
        pos = i = 0;
        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
            Py_INCREF(k[i]);
            Py_INCREF(k[i+1]);
            i += 2;
        }
        nk = i / 2;
    }
    else {
        kwtuple = NULL;
        k = NULL;
    }
    closure = PyFunction_GET_CLOSURE(func);
#if PY_MAJOR_VERSION >= 3
    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
#endif
    if (argdefs != NULL) {
        d = &PyTuple_GET_ITEM(argdefs, 0);
        nd = Py_SIZE(argdefs);
    }
    else {
        d = NULL;
        nd = 0;
    }
#if PY_MAJOR_VERSION >= 3
    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
                               args, nargs,
                               k, (int)nk,
                               d, (int)nd, kwdefs, closure);
#else
    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
                               args, nargs,
                               k, (int)nk,
                               d, (int)nd, closure);
#endif
    Py_XDECREF(kwtuple);
done:
    Py_LeaveRecursiveCall();
    return result;
}
#endif
#endif

/* PyCFunctionFastCall */
  #if CYTHON_FAST_PYCCALL
static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
    PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
    PyObject *self = PyCFunction_GET_SELF(func);
    int flags = PyCFunction_GET_FLAGS(func);
    assert(PyCFunction_Check(func));
    assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS)));
    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

/* GetItemInt */
  static CYTHON_INLINE 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));
}

/* SliceObject */
  static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj,
        Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
#if CYTHON_USE_TYPE_SLOTS
    PyMappingMethods* mp;
#if PY_MAJOR_VERSION < 3
    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
    if (likely(ms && ms->sq_slice)) {
        if (!has_cstart) {
            if (_py_start && (*_py_start != Py_None)) {
                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstart = 0;
        }
        if (!has_cstop) {
            if (_py_stop && (*_py_stop != Py_None)) {
                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstop = PY_SSIZE_T_MAX;
        }
        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
            Py_ssize_t l = ms->sq_length(obj);
            if (likely(l >= 0)) {
                if (cstop < 0) {
                    cstop += l;
                    if (cstop < 0) cstop = 0;
                }
                if (cstart < 0) {
                    cstart += l;
                    if (cstart < 0) cstart = 0;
                }
            } else {
                if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                    goto bad;
                PyErr_Clear();
            }
        }
        return ms->sq_slice(obj, cstart, cstop);
    }
#endif
    mp = Py_TYPE(obj)->tp_as_mapping;
    if (likely(mp && mp->mp_subscript))
#endif
    {
        PyObject* result;
        PyObject *py_slice, *py_start, *py_stop;
        if (_py_slice) {
            py_slice = *_py_slice;
        } else {
            PyObject* owned_start = NULL;
            PyObject* owned_stop = NULL;
            if (_py_start) {
                py_start = *_py_start;
            } else {
                if (has_cstart) {
                    owned_start = py_start = PyInt_FromSsize_t(cstart);
                    if (unlikely(!py_start)) goto bad;
                } else
                    py_start = Py_None;
            }
            if (_py_stop) {
                py_stop = *_py_stop;
            } else {
                if (has_cstop) {
                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
                    if (unlikely(!py_stop)) {
                        Py_XDECREF(owned_start);
                        goto bad;
                    }
                } else
                    py_stop = Py_None;
            }
            py_slice = PySlice_New(py_start, py_stop, Py_None);
            Py_XDECREF(owned_start);
            Py_XDECREF(owned_stop);
            if (unlikely(!py_slice)) goto bad;
        }
#if CYTHON_USE_TYPE_SLOTS
        result = mp->mp_subscript(obj, py_slice);
#else
        result = PyObject_GetItem(obj, py_slice);
#endif
        if (!_py_slice) {
            Py_DECREF(py_slice);
        }
        return result;
    }
    PyErr_Format(PyExc_TypeError,
        "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name);
bad:
    return NULL;
}

/* 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

/* None */
  static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

/* 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) || PyObject_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

/* SaveResetException */
    #if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    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;
    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;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
#endif

/* PyErrExceptionMatches */
    #if CYTHON_FAST_THREAD_STATE
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;
    return PyErr_GivenExceptionMatches(exc_type, err);
}
#endif

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

/* PyUnicode_Substring */
      static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Substring(
            PyObject* text, Py_ssize_t start, Py_ssize_t stop) {
    Py_ssize_t length;
    if (unlikely(__Pyx_PyUnicode_READY(text) == -1)) return NULL;
    length = __Pyx_PyUnicode_GET_LENGTH(text);
    if (start < 0) {
        start += length;
        if (start < 0)
            start = 0;
    }
    if (stop < 0)
        stop += length;
    else if (stop > length)
        stop = length;
    length = stop - start;
    if (length <= 0)
        return PyUnicode_FromUnicode(NULL, 0);
#if CYTHON_PEP393_ENABLED
    return PyUnicode_FromKindAndData(PyUnicode_KIND(text),
        PyUnicode_1BYTE_DATA(text) + start*PyUnicode_KIND(text), stop-start);
#else
    return PyUnicode_FromUnicode(PyUnicode_AS_UNICODE(text)+start, stop-start);
#endif
}

/* RaiseTooManyValuesToUnpack */
      static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
    PyErr_Format(PyExc_ValueError,
                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
}

/* RaiseNeedMoreValuesToUnpack */
      static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
                 index, (index == 1) ? "" : "s");
}

/* IterFinish */
      static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_FAST_THREAD_STATE
    PyThreadState *tstate = PyThreadState_GET();
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(exc_type == PyExc_StopIteration) || 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
}

/* 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;
}

/* BufferFormatCheck */
      static CYTHON_INLINE int __Pyx_IsLittleEndian(void) {
  unsigned int n = 1;
  return *(unsigned char*)(&n) != 0;
}
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type) {
  stack[0].field = &ctx->root;
  stack[0].parent_offset = 0;
  ctx->root.type = type;
  ctx->root.name = "buffer dtype";
  ctx->root.offset = 0;
  ctx->head = stack;
  ctx->head->field = &ctx->root;
  ctx->fmt_offset = 0;
  ctx->head->parent_offset = 0;
  ctx->new_packmode = '@';
  ctx->enc_packmode = '@';
  ctx->new_count = 1;
  ctx->enc_count = 0;
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  ctx->is_valid_array = 0;
  ctx->struct_alignment = 0;
  while (type->typegroup == 'S') {
    ++ctx->head;
    ctx->head->field = type->fields;
    ctx->head->parent_offset = 0;
    type = type->fields->type;
  }
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
    int count;
    const char* t = *ts;
    if (*t < '0' || *t > '9') {
      return -1;
    } else {
        count = *t++ - '0';
        while (*t >= '0' && *t < '9') {
            count *= 10;
            count += *t++ - '0';
        }
    }
    *ts = t;
    return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
    int number = __Pyx_BufFmt_ParseNumber(ts);
    if (number == -1)
        PyErr_Format(PyExc_ValueError,\
                     "Does not understand character buffer dtype format string ('%c')", **ts);
    return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
  switch (ch) {
    case 'c': return "'char'";
    case 'b': return "'signed char'";
    case 'B': return "'unsigned char'";
    case 'h': return "'short'";
    case 'H': return "'unsigned short'";
    case 'i': return "'int'";
    case 'I': return "'unsigned int'";
    case 'l': return "'long'";
    case 'L': return "'unsigned long'";
    case 'q': return "'long long'";
    case 'Q': return "'unsigned long long'";
    case 'f': return (is_complex ? "'complex float'" : "'float'");
    case 'd': return (is_complex ? "'complex double'" : "'double'");
    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
    case 'T': return "a struct";
    case 'O': return "Python object";
    case 'P': return "a pointer";
    case 's': case 'p': return "a string";
    case 0: return "end";
    default: return "unparseable format string";
  }
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return 2;
    case 'i': case 'I': case 'l': case 'L': return 4;
    case 'q': case 'Q': return 8;
    case 'f': return (is_complex ? 8 : 4);
    case 'd': return (is_complex ? 16 : 8);
    case 'g': {
      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
      return 0;
    }
    case 'O': case 'P': return sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
  switch (ch) {
    case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(short);
    case 'i': case 'I': return sizeof(int);
    case 'l': case 'L': return sizeof(long);
    #ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    #endif
    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
    case 'O': case 'P': return sizeof(void*);
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
/* These are for computing the padding at the end of the struct to align
   on the first member of the struct. This will probably the same as above,
   but we don't have any guarantees.
 */
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
  switch (ch) {
    case 'c':
        return 'H';
    case 'b': case 'h': case 'i':
    case 'l': case 'q': case 's': case 'p':
        return 'I';
    case 'B': case 'H': case 'I': case 'L': case 'Q':
        return 'U';
    case 'f': case 'd': case 'g':
        return (is_complex ? 'C' : 'R');
    case 'O':
        return 'O';
    case 'P':
        return 'P';
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
    const char* expected;
    const char* quote;
    if (ctx->head == NULL) {
      expected = "end";
      quote = "";
    } else {
      expected = ctx->head->field->type->name;
      quote = "'";
    }
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected %s%s%s but got %s",
                 quote, expected, quote,
                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
  } else {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_StructField* parent = (ctx->head - 1)->field;
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
                 parent->type->name, field->name);
  }
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
  char group;
  size_t size, offset, arraysize = 1;
  if (ctx->enc_type == 0) return 0;
  if (ctx->head->field->type->arraysize[0]) {
    int i, ndim = 0;
    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
        ndim = 1;
        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
            PyErr_Format(PyExc_ValueError,
                         "Expected a dimension of size %zu, got %zu",
                         ctx->head->field->type->arraysize[0], ctx->enc_count);
            return -1;
        }
    }
    if (!ctx->is_valid_array) {
      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
                   ctx->head->field->type->ndim, ndim);
      return -1;
    }
    for (i = 0; i < ctx->head->field->type->ndim; i++) {
      arraysize *= ctx->head->field->type->arraysize[i];
    }
    ctx->is_valid_array = 0;
    ctx->enc_count = 1;
  }
  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
  do {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_TypeInfo* type = field->type;
    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
      if (ctx->struct_alignment == 0)
          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
                                                                 ctx->is_complex);
    }
    if (type->size != size || type->typegroup != group) {
      if (type->typegroup == 'C' && type->fields != NULL) {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        ++ctx->head;
        ctx->head->field = type->fields;
        ctx->head->parent_offset = parent_offset;
        continue;
      }
      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
      } else {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
      }
    }
    offset = ctx->head->parent_offset + field->offset;
    if (ctx->fmt_offset != offset) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
      return -1;
    }
    ctx->fmt_offset += size;
    if (arraysize)
      ctx->fmt_offset += (arraysize - 1) * size;
    --ctx->enc_count;
    while (1) {
      if (field == &ctx->root) {
        ctx->head = NULL;
        if (ctx->enc_count != 0) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
        }
        break;
      }
      ctx->head->field = ++field;
      if (field->type == NULL) {
        --ctx->head;
        field = ctx->head->field;
        continue;
      } else if (field->type->typegroup == 'S') {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        if (field->type->fields->type == NULL) continue;
        field = field->type->fields;
        ++ctx->head;
        ctx->head->field = field;
        ctx->head->parent_offset = parent_offset;
        break;
      } else {
        break;
      }
    }
  } while (ctx->enc_count);
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  return 0;
}
static CYTHON_INLINE PyObject *
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number;
    int ndim = ctx->head->field->type->ndim;
;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return NULL;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
    while (*ts && *ts != ')') {
        switch (*ts) {
            case ' ': case '\f': case '\r': case '\n': case '\t': case '\v':  continue;
            default:  break;
        }
        number = __Pyx_BufFmt_ExpectNumber(&ts);
        if (number == -1) return NULL;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
            return PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
        if (*ts != ',' && *ts != ')')
            return PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim)
        return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return NULL;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return Py_None;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        return ts;
      case ' ':
      case '\r':
      case '\n':
        ++ts;
        break;
      case '<':
        if (!__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T':
        {
          const char* ts_after_sub;
          size_t i, struct_count = ctx->new_count;
          size_t struct_alignment = ctx->struct_alignment;
          ctx->new_count = 1;
          ++ts;
          if (*ts != '{') {
            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
            return NULL;
          }
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          ctx->enc_count = 0;
          ctx->struct_alignment = 0;
          ++ts;
          ts_after_sub = ts;
          for (i = 0; i != struct_count; ++i) {
            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
            if (!ts_after_sub) return NULL;
          }
          ts = ts_after_sub;
          if (struct_alignment) ctx->struct_alignment = struct_alignment;
        }
        break;
      case '}':
        {
          size_t alignment = ctx->struct_alignment;
          ++ts;
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          if (alignment && ctx->fmt_offset % alignment) {
            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
          }
        }
        return ts;
      case 'x':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->fmt_offset += ctx->new_count;
        ctx->new_count = 1;
        ctx->enc_count = 0;
        ctx->enc_type = 0;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }
      case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
      case 'l': case 'L': case 'q': case 'Q':
      case 'f': case 'd': case 'g':
      case 'O': case 'p':
        if (ctx->enc_type == *ts && got_Z == ctx->is_complex &&
            ctx->enc_packmode == ctx->new_packmode) {
          ctx->enc_count += ctx->new_count;
          ctx->new_count = 1;
          got_Z = 0;
          ++ts;
          break;
        }
      case 's':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->enc_count = ctx->new_count;
        ctx->enc_packmode = ctx->new_packmode;
        ctx->enc_type = *ts;
        ctx->is_complex = got_Z;
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      case '(':
        if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}
static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}
static CYTHON_INLINE int __Pyx_GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  if (obj == Py_None || obj == NULL) {
    __Pyx_ZeroBuffer(buf);
    return 0;
  }
  buf->buf = NULL;
  if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail;
  if (buf->ndim != nd) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if ((unsigned)buf->itemsize != dtype->size) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_ZeroBuffer(buf);
  return -1;
}
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (info->buf == NULL) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}

/* MemviewSliceInit */
        static int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
                        int ndim,
                        __Pyx_memviewslice *memviewslice,
                        int memview_is_new_reference)
{
    __Pyx_RefNannyDeclarations
    int i, retval=-1;
    Py_buffer *buf = &memview->view;
    __Pyx_RefNannySetupContext("init_memviewslice", 0);
    if (!buf) {
        PyErr_SetString(PyExc_ValueError,
            "buf is NULL.");
        goto fail;
    } else if (memviewslice->memview || memviewslice->data) {
        PyErr_SetString(PyExc_ValueError,
            "memviewslice is already initialized!");
        goto fail;
    }
    if (buf->strides) {
        for (i = 0; i < ndim; i++) {
            memviewslice->strides[i] = buf->strides[i];
        }
    } else {
        Py_ssize_t stride = buf->itemsize;
        for (i = ndim - 1; i >= 0; i--) {
            memviewslice->strides[i] = stride;
            stride *= buf->shape[i];
        }
    }
    for (i = 0; i < ndim; i++) {
        memviewslice->shape[i]   = buf->shape[i];
        if (buf->suboffsets) {
            memviewslice->suboffsets[i] = buf->suboffsets[i];
        } else {
            memviewslice->suboffsets[i] = -1;
        }
    }
    memviewslice->memview = memview;
    memviewslice->data = (char *)buf->buf;
    if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
        Py_INCREF(memview);
    }
    retval = 0;
    goto no_fail;
fail:
    memviewslice->memview = 0;
    memviewslice->data = 0;
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}
static CYTHON_INLINE void __pyx_fatalerror(const char *fmt, ...) {
    va_list vargs;
    char msg[200];
#ifdef HAVE_STDARG_PROTOTYPES
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    Py_FatalError(msg);
    va_end(vargs);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)++;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE int
__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)--;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE void
__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno)
{
    int first_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview || (PyObject *) memview == Py_None)
        return;
    if (__pyx_get_slice_count(memview) < 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    first_time = __pyx_add_acquisition_count(memview) == 0;
    if (first_time) {
        if (have_gil) {
            Py_INCREF((PyObject *) memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_INCREF((PyObject *) memview);
            PyGILState_Release(_gilstate);
        }
    }
}
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice,
                                             int have_gil, int lineno) {
    int last_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview ) {
        return;
    } else if ((PyObject *) memview == Py_None) {
        memslice->memview = NULL;
        return;
    }
    if (__pyx_get_slice_count(memview) <= 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    last_time = __pyx_sub_acquisition_count(memview) == 1;
    memslice->data = NULL;
    if (last_time) {
        if (have_gil) {
            Py_CLEAR(memslice->memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_CLEAR(memslice->memview);
            PyGILState_Release(_gilstate);
        }
    } else {
        memslice->memview = NULL;
    }
}

/* GetModuleGlobalName */
        static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
    result = PyDict_GetItem(__pyx_d, name);
    if (likely(result)) {
        Py_INCREF(result);
    } else {
#else
    result = PyObject_GetItem(__pyx_d, name);
    if (!result) {
        PyErr_Clear();
#endif
        result = __Pyx_GetBuiltinName(name);
    }
    return result;
}

/* 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(PyObject_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

/* 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_VERSION_HEX < 0x03030000
    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, '.')) {
                #if PY_VERSION_HEX < 0x03030000
                PyObject *py_level = PyInt_FromLong(1);
                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, 1);
                #endif
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_VERSION_HEX < 0x03030000
            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_VERSION_HEX < 0x03030000
    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_SubtractObjC(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_subtract(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
                    }
                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
                    }
                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
                    }
                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
                    }
                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
                    }
                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
                    }
                default: return PyLong_Type.tp_as_number->nb_subtract(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("subtract", return NULL)
            result = ((double)a) - (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceSubtract : PyNumber_Subtract)(op1, op2);
}
#endif

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

/* UnicodeEquals */
          static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
    PyObject* owned_ref = NULL;
#endif
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
        owned_ref = PyUnicode_FromObject(s2);
        if (unlikely(!owned_ref))
            return -1;
        s2 = owned_ref;
        s2_is_unicode = 1;
    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
        owned_ref = PyUnicode_FromObject(s1);
        if (unlikely(!owned_ref))
            return -1;
        s1 = owned_ref;
        s1_is_unicode = 1;
    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
        return __Pyx_PyBytes_Equals(s1, s2, equals);
    }
#endif
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length;
        int kind;
        void *data1, *data2;
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
            goto return_ne;
        }
#if CYTHON_USE_UNICODE_INTERNALS
        {
            Py_hash_t hash1, hash2;
        #if CYTHON_PEP393_ENABLED
            hash1 = ((PyASCIIObject*)s1)->hash;
            hash2 = ((PyASCIIObject*)s2)->hash;
        #else
            hash1 = ((PyUnicodeObject*)s1)->hash;
            hash2 = ((PyUnicodeObject*)s2)->hash;
        #endif
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                goto return_ne;
            }
        }
#endif
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, (size_t)(length * kind));
            #if PY_MAJOR_VERSION < 3
            Py_XDECREF(owned_ref);
            #endif
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_EQ);
return_ne:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_NE);
#endif
}

/* GetAttr */
          static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_COMPILING_IN_CPYTHON
#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);
}

/* decode_c_string */
          static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    Py_ssize_t length;
    if (unlikely((start < 0) | (stop < 0))) {
        size_t slen = strlen(cstring);
        if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) {
            PyErr_SetString(PyExc_OverflowError,
                            "c-string too long to convert to Python");
            return NULL;
        }
        length = (Py_ssize_t) slen;
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    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);
    }
}

/* GetAttr3 */
          static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError))
            goto bad;
        PyErr_Clear();
        r = d;
        Py_INCREF(d);
    }
    return r;
bad:
    return NULL;
}

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

/* SwapException */
          #if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    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;
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#endif

/* 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
                    }
                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
                    }
                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
                    }
                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
                    }
                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
                    }
                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
                    }
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            double result;
            PyFPE_START_PROTECT("add", return NULL)
            result = ((double)a) + (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif

/* None */
          static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

/* 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;
    }
}

/* CallNextTpDealloc */
          static void __Pyx_call_next_tp_dealloc(PyObject* obj, destructor current_tp_dealloc) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_dealloc != current_tp_dealloc)
        type = type->tp_base;
    while (type && type->tp_dealloc == current_tp_dealloc)
        type = type->tp_base;
    if (type)
        type->tp_dealloc(obj);
}

/* 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);
}

/* 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;
}

/* 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 */
          #define __Pyx_setup_reduce_GET_ATTR_OR_BAD(res, obj, name) res = PyObject_GetAttrString(obj, name); if (res == NULL) goto BAD;
static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = PyObject_GetAttrString(meth, "__name__");
  if (name_attr) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (ret < 0) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject* builtin_object = NULL;
    static PyObject *object_reduce = NULL;
    static PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
    if (PyObject_HasAttrString(type_obj, "__getstate__")) goto GOOD;
    if (object_reduce_ex == NULL) {
        __Pyx_setup_reduce_GET_ATTR_OR_BAD(builtin_object, __pyx_b, "object");
        __Pyx_setup_reduce_GET_ATTR_OR_BAD(object_reduce, builtin_object, "__reduce__");
        __Pyx_setup_reduce_GET_ATTR_OR_BAD(object_reduce_ex, builtin_object, "__reduce_ex__");
    }
    __Pyx_setup_reduce_GET_ATTR_OR_BAD(reduce_ex, type_obj, "__reduce_ex__");
    if (reduce_ex == object_reduce_ex) {
        __Pyx_setup_reduce_GET_ATTR_OR_BAD(reduce, type_obj, "__reduce__");
        if (object_reduce == reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
            __Pyx_setup_reduce_GET_ATTR_OR_BAD(reduce_cython, type_obj, "__reduce_cython__");
            ret = PyDict_SetItemString(((PyTypeObject*)type_obj)->tp_dict, "__reduce__", reduce_cython); if (ret < 0) goto BAD;
            ret = PyDict_DelItemString(((PyTypeObject*)type_obj)->tp_dict, "__reduce_cython__"); if (ret < 0) goto BAD;
            setstate = PyObject_GetAttrString(type_obj, "__setstate__");
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
            __Pyx_setup_reduce_GET_ATTR_OR_BAD(setstate_cython, type_obj, "__setstate_cython__");
                ret = PyDict_SetItemString(((PyTypeObject*)type_obj)->tp_dict, "__setstate__", setstate_cython); if (ret < 0) goto BAD;
                ret = PyDict_DelItemString(((PyTypeObject*)type_obj)->tp_dict, "__setstate_cython__"); if (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:
    Py_XDECREF(builtin_object);
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* CLineInTraceback */
          static int __Pyx_CLineForTraceback(int c_line) {
#ifdef CYTHON_CLINE_IN_TRACEBACK
    return ((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0;
#else
    PyObject **cython_runtime_dict;
    PyObject *use_cline;
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
    if (unlikely(!cython_runtime_dict)) {
      PyObject *ptype, *pvalue, *ptraceback;
      PyObject *use_cline_obj;
      PyErr_Fetch(&ptype, &pvalue, &ptraceback);
      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 {
        use_cline = NULL;
      }
      PyErr_Restore(ptype, pvalue, ptraceback);
    } else {
      use_cline = PyDict_GetItem(*_PyObject_GetDictPtr(__pyx_cython_runtime), __pyx_n_s_cline_in_traceback);
    }
    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;
    }
    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;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(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(
        PyThreadState_GET(), /*PyThreadState *tstate,*/
        py_code,             /*PyCodeObject *code,*/
        __pyx_d,      /*PyObject *globals,*/
        0                    /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_ptype_7cpython_5array_array)) return __pyx_pw_7cpython_5array_5array_1__getbuffer__(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
        if (PyObject_TypeCheck(obj, __pyx_ptype_7cpython_5array_array)) { __pyx_pw_7cpython_5array_5array_3__releasebuffer__(obj, view); return; }
    Py_DECREF(obj);
    view->obj = NULL;
}
#endif


          /* MemviewSliceIsContig */
          static int
__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs,
                             char order, int ndim)
{
    int i, index, step, start;
    Py_ssize_t itemsize = mvs.memview->view.itemsize;
    if (order == 'F') {
        step = 1;
        start = 0;
    } else {
        step = -1;
        start = ndim - 1;
    }
    for (i = 0; i < ndim; i++) {
        index = start + step * i;
        if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize)
            return 0;
        itemsize *= mvs.shape[index];
    }
    return 1;
}

/* OverlappingSlices */
          static void
__pyx_get_array_memory_extents(__Pyx_memviewslice *slice,
                               void **out_start, void **out_end,
                               int ndim, size_t itemsize)
{
    char *start, *end;
    int i;
    start = end = slice->data;
    for (i = 0; i < ndim; i++) {
        Py_ssize_t stride = slice->strides[i];
        Py_ssize_t extent = slice->shape[i];
        if (extent == 0) {
            *out_start = *out_end = start;
            return;
        } else {
            if (stride > 0)
                end += stride * (extent - 1);
            else
                start += stride * (extent - 1);
        }
    }
    *out_start = start;
    *out_end = end + itemsize;
}
static int
__pyx_slices_overlap(__Pyx_memviewslice *slice1,
                     __Pyx_memviewslice *slice2,
                     int ndim, size_t itemsize)
{
    void *start1, *end1, *start2, *end2;
    __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize);
    __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize);
    return (start1 < end2) && (start2 < end1);
}

/* Capsule */
          static CYTHON_INLINE PyObject *
__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig)
{
    PyObject *cobj;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(p, sig, NULL);
#else
    cobj = PyCObject_FromVoidPtr(p, NULL);
#endif
    return cobj;
}

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

/* CIntToPy */
          static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint32_t(uint32_t value) {
    const uint32_t neg_one = (uint32_t) -1, const_zero = (uint32_t) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(uint32_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(uint32_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(uint32_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(uint32_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(uint32_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(uint32_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);
    }
}

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

/* 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);
    }
}

/* MemviewSliceCopyTemplate */
          static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object)
{
    __Pyx_RefNannyDeclarations
    int i;
    __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } };
    struct __pyx_memoryview_obj *from_memview = from_mvs->memview;
    Py_buffer *buf = &from_memview->view;
    PyObject *shape_tuple = NULL;
    PyObject *temp_int = NULL;
    struct __pyx_array_obj *array_obj = NULL;
    struct __pyx_memoryview_obj *memview_obj = NULL;
    __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0);
    for (i = 0; i < ndim; i++) {
        if (from_mvs->suboffsets[i] >= 0) {
            PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with "
                                           "indirect dimensions (axis %d)", i);
            goto fail;
        }
    }
    shape_tuple = PyTuple_New(ndim);
    if (unlikely(!shape_tuple)) {
        goto fail;
    }
    __Pyx_GOTREF(shape_tuple);
    for(i = 0; i < ndim; i++) {
        temp_int = PyInt_FromSsize_t(from_mvs->shape[i]);
        if(unlikely(!temp_int)) {
            goto fail;
        } else {
            PyTuple_SET_ITEM(shape_tuple, i, temp_int);
            temp_int = NULL;
        }
    }
    array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL);
    if (unlikely(!array_obj)) {
        goto fail;
    }
    __Pyx_GOTREF(array_obj);
    memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                    (PyObject *) array_obj, contig_flag,
                                    dtype_is_object,
                                    from_mvs->memview->typeinfo);
    if (unlikely(!memview_obj))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0))
        goto fail;
    if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim,
                                                dtype_is_object) < 0))
        goto fail;
    goto no_fail;
fail:
    __Pyx_XDECREF(new_mvs.memview);
    new_mvs.memview = NULL;
    new_mvs.data = NULL;
no_fail:
    __Pyx_XDECREF(shape_tuple);
    __Pyx_XDECREF(temp_int);
    __Pyx_XDECREF(array_obj);
    __Pyx_RefNannyFinishContext();
    return new_mvs;
}

/* CIntFromPy */
          static CYTHON_INLINE uint32_t __Pyx_PyInt_As_uint32_t(PyObject *x) {
    const uint32_t neg_one = (uint32_t) -1, const_zero = (uint32_t) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(uint32_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(uint32_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (uint32_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 (uint32_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(uint32_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(uint32_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint32_t) >= 2 * PyLong_SHIFT) {
                            return (uint32_t) (((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(uint32_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint32_t) >= 3 * PyLong_SHIFT) {
                            return (uint32_t) (((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(uint32_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_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(uint32_t) >= 4 * PyLong_SHIFT) {
                            return (uint32_t) (((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_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 (uint32_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(uint32_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint32_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(uint32_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint32_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 (uint32_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(uint32_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(uint32_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(uint32_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT) {
                            return (uint32_t) (((uint32_t)-1)*(((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(uint32_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT) {
                            return (uint32_t) ((((((uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(uint32_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT) {
                            return (uint32_t) (((uint32_t)-1)*(((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(uint32_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT) {
                            return (uint32_t) ((((((((uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(uint32_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_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(uint32_t) - 1 > 4 * PyLong_SHIFT) {
                            return (uint32_t) (((uint32_t)-1)*(((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(uint32_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(uint32_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(uint32_t) - 1 > 4 * PyLong_SHIFT) {
                            return (uint32_t) ((((((((((uint32_t)digits[3]) << PyLong_SHIFT) | (uint32_t)digits[2]) << PyLong_SHIFT) | (uint32_t)digits[1]) << PyLong_SHIFT) | (uint32_t)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(uint32_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint32_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(uint32_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(uint32_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
            uint32_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 (uint32_t) -1;
        }
    } else {
        uint32_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (uint32_t) -1;
        val = __Pyx_PyInt_As_uint32_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to uint32_t");
    return (uint32_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to uint32_t");
    return (uint32_t) -1;
}

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

/* CIntFromPy */
          static CYTHON_INLINE 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;
}

/* CIntFromPy */
          static CYTHON_INLINE short __Pyx_PyInt_As_short(PyObject *x) {
    const short neg_one = (short) -1, const_zero = (short) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(short) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(short, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (short) 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 (short) 0;
                case  1: __PYX_VERIFY_RETURN_INT(short, digit, digits[0])
                case 2:
                    if (8 * sizeof(short) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(short) >= 2 * PyLong_SHIFT) {
                            return (short) (((((short)digits[1]) << PyLong_SHIFT) | (short)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(short) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(short) >= 3 * PyLong_SHIFT) {
                            return (short) (((((((short)digits[2]) << PyLong_SHIFT) | (short)digits[1]) << PyLong_SHIFT) | (short)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(short) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, 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(short) >= 4 * PyLong_SHIFT) {
                            return (short) (((((((((short)digits[3]) << PyLong_SHIFT) | (short)digits[2]) << PyLong_SHIFT) | (short)digits[1]) << PyLong_SHIFT) | (short)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 (short) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(short) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(short, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(short) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(short, 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 (short) 0;
                case -1: __PYX_VERIFY_RETURN_INT(short, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(short,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(short) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(short) - 1 > 2 * PyLong_SHIFT) {
                            return (short) (((short)-1)*(((((short)digits[1]) << PyLong_SHIFT) | (short)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(short) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(short) - 1 > 2 * PyLong_SHIFT) {
                            return (short) ((((((short)digits[1]) << PyLong_SHIFT) | (short)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(short) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(short) - 1 > 3 * PyLong_SHIFT) {
                            return (short) (((short)-1)*(((((((short)digits[2]) << PyLong_SHIFT) | (short)digits[1]) << PyLong_SHIFT) | (short)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(short) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(short) - 1 > 3 * PyLong_SHIFT) {
                            return (short) ((((((((short)digits[2]) << PyLong_SHIFT) | (short)digits[1]) << PyLong_SHIFT) | (short)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(short) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, 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(short) - 1 > 4 * PyLong_SHIFT) {
                            return (short) (((short)-1)*(((((((((short)digits[3]) << PyLong_SHIFT) | (short)digits[2]) << PyLong_SHIFT) | (short)digits[1]) << PyLong_SHIFT) | (short)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(short) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(short, 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(short) - 1 > 4 * PyLong_SHIFT) {
                            return (short) ((((((((((short)digits[3]) << PyLong_SHIFT) | (short)digits[2]) << PyLong_SHIFT) | (short)digits[1]) << PyLong_SHIFT) | (short)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(short) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(short, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(short) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(short, 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
            short 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 (short) -1;
        }
    } else {
        short val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (short) -1;
        val = __Pyx_PyInt_As_short(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to short");
    return (short) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to short");
    return (short) -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;
}

/* 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);
    }
}

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

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

/* PyObjectCallMethod1 */
          static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
    PyObject *method, *result = NULL;
    method = __Pyx_PyObject_GetAttrStr(obj, method_name);
    if (unlikely(!method)) goto done;
#if CYTHON_UNPACK_METHODS
    if (likely(PyMethod_Check(method))) {
        PyObject *self = PyMethod_GET_SELF(method);
        if (likely(self)) {
            PyObject *args;
            PyObject *function = PyMethod_GET_FUNCTION(method);
            #if CYTHON_FAST_PYCALL
            if (PyFunction_Check(function)) {
                PyObject *args[2] = {self, arg};
                result = __Pyx_PyFunction_FastCall(function, args, 2);
                goto done;
            }
            #endif
            #if CYTHON_FAST_PYCCALL
            if (__Pyx_PyFastCFunction_Check(function)) {
                PyObject *args[2] = {self, arg};
                result = __Pyx_PyCFunction_FastCall(function, args, 2);
                goto done;
            }
            #endif
            args = PyTuple_New(2);
            if (unlikely(!args)) goto done;
            Py_INCREF(self);
            PyTuple_SET_ITEM(args, 0, self);
            Py_INCREF(arg);
            PyTuple_SET_ITEM(args, 1, arg);
            Py_INCREF(function);
            Py_DECREF(method); method = NULL;
            result = __Pyx_PyObject_Call(function, args, NULL);
            Py_DECREF(args);
            Py_DECREF(function);
            return result;
        }
    }
#endif
    result = __Pyx_PyObject_CallOneArg(method, arg);
done:
    Py_XDECREF(method);
    return result;
}

/* CoroutineBase */
          #include <structmember.h>
#include <frameobject.h>
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value);
static PyObject *__Pyx_Coroutine_Close(PyObject *self);
static PyObject *__Pyx_Coroutine_Throw(PyObject *gen, PyObject *args);
#define __Pyx_Coroutine_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
#if 1 || PY_VERSION_HEX < 0x030300B0
static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&et, &ev, &tb);
    if (!et) {
        Py_XDECREF(tb);
        Py_XDECREF(ev);
        Py_INCREF(Py_None);
        *pvalue = Py_None;
        return 0;
    }
    if (likely(et == PyExc_StopIteration)) {
        if (!ev) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#if PY_VERSION_HEX >= 0x030300A0
        else if (Py_TYPE(ev) == (PyTypeObject*)PyExc_StopIteration) {
            value = ((PyStopIterationObject *)ev)->value;
            Py_INCREF(value);
            Py_DECREF(ev);
        }
#endif
        else if (unlikely(PyTuple_Check(ev))) {
            if (PyTuple_GET_SIZE(ev) >= 1) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                value = PyTuple_GET_ITEM(ev, 0);
                Py_INCREF(value);
#else
                value = PySequence_ITEM(ev, 0);
#endif
            } else {
                Py_INCREF(Py_None);
                value = Py_None;
            }
            Py_DECREF(ev);
        }
        else if (!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration)) {
            value = ev;
        }
        if (likely(value)) {
            Py_XDECREF(tb);
            Py_DECREF(et);
            *pvalue = value;
            return 0;
        }
    } else if (!PyErr_GivenExceptionMatches(et, PyExc_StopIteration)) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    PyErr_NormalizeException(&et, &ev, &tb);
    if (unlikely(!PyObject_TypeCheck(ev, (PyTypeObject*)PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    Py_XDECREF(tb);
    Py_DECREF(et);
#if PY_VERSION_HEX >= 0x030300A0
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
    Py_DECREF(ev);
#else
    {
        PyObject* args = __Pyx_PyObject_GetAttrStr(ev, __pyx_n_s_args);
        Py_DECREF(ev);
        if (likely(args)) {
            value = PySequence_GetItem(args, 0);
            Py_DECREF(args);
        }
        if (unlikely(!value)) {
            __Pyx_ErrRestore(NULL, NULL, NULL);
            Py_INCREF(Py_None);
            value = Py_None;
        }
    }
#endif
    *pvalue = value;
    return 0;
}
#endif
static CYTHON_INLINE
void __Pyx_Coroutine_ExceptionClear(__pyx_CoroutineObject *self) {
    PyObject *exc_type = self->exc_type;
    PyObject *exc_value = self->exc_value;
    PyObject *exc_traceback = self->exc_traceback;
    self->exc_type = NULL;
    self->exc_value = NULL;
    self->exc_traceback = NULL;
    Py_XDECREF(exc_type);
    Py_XDECREF(exc_value);
    Py_XDECREF(exc_traceback);
}
static CYTHON_INLINE
int __Pyx_Coroutine_CheckRunning(__pyx_CoroutineObject *gen) {
    if (unlikely(gen->is_running)) {
        PyErr_SetString(PyExc_ValueError,
                        "generator already executing");
        return 1;
    }
    return 0;
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_SendEx(__pyx_CoroutineObject *self, PyObject *value) {
    PyObject *retval;
    __Pyx_PyThreadState_declare
    assert(!self->is_running);
    if (unlikely(self->resume_label == 0)) {
        if (unlikely(value && value != Py_None)) {
            PyErr_SetString(PyExc_TypeError,
                            "can't send non-None value to a "
                            "just-started generator");
            return NULL;
        }
    }
    if (unlikely(self->resume_label == -1)) {
        PyErr_SetNone(PyExc_StopIteration);
        return NULL;
    }
    __Pyx_PyThreadState_assign
    if (value) {
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
#else
        if (self->exc_traceback) {
            PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            Py_XINCREF(__pyx_tstate->frame);
            assert(f->f_back == NULL);
            f->f_back = __pyx_tstate->frame;
        }
#endif
        __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
                            &self->exc_traceback);
    } else {
        __Pyx_Coroutine_ExceptionClear(self);
    }
    self->is_running = 1;
    retval = self->body((PyObject *) self, value);
    self->is_running = 0;
    if (retval) {
        __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
                            &self->exc_traceback);
#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_PYSTON
#else
        if (self->exc_traceback) {
            PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            Py_CLEAR(f->f_back);
        }
#endif
    } else {
        __Pyx_Coroutine_ExceptionClear(self);
    }
    return retval;
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_MethodReturn(PyObject *retval) {
    if (unlikely(!retval && !PyErr_Occurred())) {
        PyErr_SetNone(PyExc_StopIteration);
    }
    return retval;
}
static CYTHON_INLINE
PyObject *__Pyx_Coroutine_FinishDelegation(__pyx_CoroutineObject *gen) {
    PyObject *ret;
    PyObject *val = NULL;
    __Pyx_Coroutine_Undelegate(gen);
    __Pyx_PyGen_FetchStopIterationValue(&val);
    ret = __Pyx_Coroutine_SendEx(gen, val);
    Py_XDECREF(val);
    return ret;
}
static PyObject *__Pyx_Coroutine_Send(PyObject *self, PyObject *value) {
    PyObject *retval;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(__Pyx_Coroutine_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Send(yf, value);
        } else
        #endif
        {
            if (value == Py_None)
                ret = Py_TYPE(yf)->tp_iternext(yf);
            else
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value);
        }
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        retval = __Pyx_Coroutine_FinishDelegation(gen);
    } else {
        retval = __Pyx_Coroutine_SendEx(gen, value);
    }
    return __Pyx_Coroutine_MethodReturn(retval);
}
static int __Pyx_Coroutine_CloseIter(__pyx_CoroutineObject *gen, PyObject *yf) {
    PyObject *retval = NULL;
    int err = 0;
    #ifdef __Pyx_Generator_USED
    if (__Pyx_Generator_CheckExact(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    #endif
    #ifdef __Pyx_Coroutine_USED
    if (__Pyx_Coroutine_CheckExact(yf)) {
        retval = __Pyx_Coroutine_Close(yf);
        if (!retval)
            return -1;
    } else
    #endif
    {
        PyObject *meth;
        gen->is_running = 1;
        meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                PyErr_WriteUnraisable(yf);
            }
            PyErr_Clear();
        } else {
            retval = PyObject_CallFunction(meth, NULL);
            Py_DECREF(meth);
            if (!retval)
                err = -1;
        }
        gen->is_running = 0;
    }
    Py_XDECREF(retval);
    return err;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(__Pyx_Coroutine_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Next(yf);
        } else
        #endif
            ret = Py_TYPE(yf)->tp_iternext(yf);
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Coroutine_FinishDelegation(gen);
    }
    return __Pyx_Coroutine_SendEx(gen, Py_None);
}
static PyObject *__Pyx_Coroutine_Close(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *retval, *raised_exception;
    PyObject *yf = gen->yieldfrom;
    int err = 0;
    if (unlikely(__Pyx_Coroutine_CheckRunning(gen)))
        return NULL;
    if (yf) {
        Py_INCREF(yf);
        err = __Pyx_Coroutine_CloseIter(gen, yf);
        __Pyx_Coroutine_Undelegate(gen);
        Py_DECREF(yf);
    }
    if (err == 0)
        PyErr_SetNone(PyExc_GeneratorExit);
    retval = __Pyx_Coroutine_SendEx(gen, NULL);
    if (retval) {
        Py_DECREF(retval);
        PyErr_SetString(PyExc_RuntimeError,
                        "generator ignored GeneratorExit");
        return NULL;
    }
    raised_exception = PyErr_Occurred();
    if (!raised_exception
        || raised_exception == PyExc_StopIteration
        || raised_exception == PyExc_GeneratorExit
        || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit)
        || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration))
    {
        if (raised_exception) PyErr_Clear();
        Py_INCREF(Py_None);
        return Py_None;
    }
    return NULL;
}
static PyObject *__Pyx_Coroutine_Throw(PyObject *self, PyObject *args) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject *typ;
    PyObject *tb = NULL;
    PyObject *val = NULL;
    PyObject *yf = gen->yieldfrom;
    if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
        return NULL;
    if (unlikely(__Pyx_Coroutine_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        Py_INCREF(yf);
        if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) {
            int err = __Pyx_Coroutine_CloseIter(gen, yf);
            Py_DECREF(yf);
            __Pyx_Coroutine_Undelegate(gen);
            if (err < 0)
                return __Pyx_Coroutine_MethodReturn(__Pyx_Coroutine_SendEx(gen, NULL));
            goto throw_here;
        }
        gen->is_running = 1;
        #ifdef __Pyx_Generator_USED
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Throw(yf, args);
        } else
        #endif
        #ifdef __Pyx_Coroutine_USED
        if (__Pyx_Coroutine_CheckExact(yf)) {
            ret = __Pyx_Coroutine_Throw(yf, args);
        } else
        #endif
        {
            PyObject *meth = __Pyx_PyObject_GetAttrStr(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                    gen->is_running = 0;
                    return NULL;
                }
                PyErr_Clear();
                __Pyx_Coroutine_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            ret = PyObject_CallObject(meth, args);
            Py_DECREF(meth);
        }
        gen->is_running = 0;
        Py_DECREF(yf);
        if (!ret) {
            ret = __Pyx_Coroutine_FinishDelegation(gen);
        }
        return __Pyx_Coroutine_MethodReturn(ret);
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
    return __Pyx_Coroutine_MethodReturn(__Pyx_Coroutine_SendEx(gen, NULL));
}
static int __Pyx_Coroutine_traverse(PyObject *self, visitproc visit, void *arg) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    Py_VISIT(gen->closure);
    Py_VISIT(gen->classobj);
    Py_VISIT(gen->yieldfrom);
    Py_VISIT(gen->exc_type);
    Py_VISIT(gen->exc_value);
    Py_VISIT(gen->exc_traceback);
    return 0;
}
static int __Pyx_Coroutine_clear(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    Py_CLEAR(gen->closure);
    Py_CLEAR(gen->classobj);
    Py_CLEAR(gen->yieldfrom);
    Py_CLEAR(gen->exc_type);
    Py_CLEAR(gen->exc_value);
    Py_CLEAR(gen->exc_traceback);
    Py_CLEAR(gen->gi_name);
    Py_CLEAR(gen->gi_qualname);
    return 0;
}
static void __Pyx_Coroutine_dealloc(PyObject *self) {
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    PyObject_GC_UnTrack(gen);
    if (gen->gi_weakreflist != NULL)
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label > 0) {
        PyObject_GC_Track(self);
#if PY_VERSION_HEX >= 0x030400a1
        if (PyObject_CallFinalizerFromDealloc(self))
#else
        Py_TYPE(gen)->tp_del(self);
        if (self->ob_refcnt > 0)
#endif
        {
            return;
        }
        PyObject_GC_UnTrack(self);
    }
    __Pyx_Coroutine_clear(self);
    PyObject_GC_Del(gen);
}
static void __Pyx_Coroutine_del(PyObject *self) {
    PyObject *res;
    PyObject *error_type, *error_value, *error_traceback;
    __pyx_CoroutineObject *gen = (__pyx_CoroutineObject *) self;
    __Pyx_PyThreadState_declare
    if (gen->resume_label <= 0)
        return ;
#if PY_VERSION_HEX < 0x030400a1
    assert(self->ob_refcnt == 0);
    self->ob_refcnt = 1;
#endif
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
    res = __Pyx_Coroutine_Close(self);
    if (res == NULL)
        PyErr_WriteUnraisable(self);
    else
        Py_DECREF(res);
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
#if PY_VERSION_HEX < 0x030400a1
    assert(self->ob_refcnt > 0);
    if (--self->ob_refcnt == 0) {
        return;
    }
    {
        Py_ssize_t refcnt = self->ob_refcnt;
        _Py_NewReference(self);
        self->ob_refcnt = refcnt;
    }
#if CYTHON_COMPILING_IN_CPYTHON
    assert(PyType_IS_GC(self->ob_type) &&
           _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
    _Py_DEC_REFTOTAL;
#endif
#ifdef COUNT_ALLOCS
    --Py_TYPE(self)->tp_frees;
    --Py_TYPE(self)->tp_allocs;
#endif
#endif
}
static PyObject *
__Pyx_Coroutine_get_name(__pyx_CoroutineObject *self)
{
    PyObject *name = self->gi_name;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_name(__pyx_CoroutineObject *self, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_name;
    Py_INCREF(value);
    self->gi_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Coroutine_get_qualname(__pyx_CoroutineObject *self)
{
    PyObject *name = self->gi_qualname;
    if (unlikely(!name)) name = Py_None;
    Py_INCREF(name);
    return name;
}
static int
__Pyx_Coroutine_set_qualname(__pyx_CoroutineObject *self, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_qualname;
    Py_INCREF(value);
    self->gi_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static __pyx_CoroutineObject *__Pyx__Coroutine_New(
            PyTypeObject* type, __pyx_coroutine_body_t body, PyObject *closure,
            PyObject *name, PyObject *qualname, PyObject *module_name) {
    __pyx_CoroutineObject *gen = PyObject_GC_New(__pyx_CoroutineObject, type);
    if (gen == NULL)
        return NULL;
    gen->body = body;
    gen->closure = closure;
    Py_XINCREF(closure);
    gen->is_running = 0;
    gen->resume_label = 0;
    gen->classobj = NULL;
    gen->yieldfrom = NULL;
    gen->exc_type = NULL;
    gen->exc_value = NULL;
    gen->exc_traceback = NULL;
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    Py_XINCREF(module_name);
    gen->gi_modulename = module_name;
    PyObject_GC_Track(gen);
    return gen;
}

/* PatchModuleWithCoroutine */
              static PyObject* __Pyx_Coroutine_patch_module(PyObject* module, const char* py_code) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    int result;
    PyObject *globals, *result_obj;
    globals = PyDict_New();  if (unlikely(!globals)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_coroutine_type",
    #ifdef __Pyx_Coroutine_USED
        (PyObject*)__pyx_CoroutineType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    result = PyDict_SetItemString(globals, "_cython_generator_type",
    #ifdef __Pyx_Generator_USED
        (PyObject*)__pyx_GeneratorType);
    #else
        Py_None);
    #endif
    if (unlikely(result < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "_module", module) < 0)) goto ignore;
    if (unlikely(PyDict_SetItemString(globals, "__builtins__", __pyx_b) < 0)) goto ignore;
    result_obj = PyRun_String(py_code, Py_file_input, globals, globals);
    if (unlikely(!result_obj)) goto ignore;
    Py_DECREF(result_obj);
    Py_DECREF(globals);
    return module;
ignore:
    Py_XDECREF(globals);
    PyErr_WriteUnraisable(module);
    if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning, "Cython module failed to patch module with custom type", 1) < 0)) {
        Py_DECREF(module);
        module = NULL;
    }
#else
    py_code++;
#endif
    return module;
}

/* PatchGeneratorABC */
              #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
static PyObject* __Pyx_patch_abc_module(PyObject *module);
static PyObject* __Pyx_patch_abc_module(PyObject *module) {
    module = __Pyx_Coroutine_patch_module(
        module, ""
"if _cython_generator_type is not None:\n"
"    try: Generator = _module.Generator\n"
"    except AttributeError: pass\n"
"    else: Generator.register(_cython_generator_type)\n"
"if _cython_coroutine_type is not None:\n"
"    try: Coroutine = _module.Coroutine\n"
"    except AttributeError: pass\n"
"    else: Coroutine.register(_cython_coroutine_type)\n"
    );
    return module;
}
#endif
static int __Pyx_patch_abc(void) {
#if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
    static int abc_patched = 0;
    if (!abc_patched) {
        PyObject *module;
        module = PyImport_ImportModule((PY_VERSION_HEX >= 0x03030000) ? "collections.abc" : "collections");
        if (!module) {
            PyErr_WriteUnraisable(NULL);
            if (unlikely(PyErr_WarnEx(PyExc_RuntimeWarning,
                    ((PY_VERSION_HEX >= 0x03030000) ?
                        "Cython module failed to register with collections.abc module" :
                        "Cython module failed to register with collections module"), 1) < 0)) {
                return -1;
            }
        } else {
            module = __Pyx_patch_abc_module(module);
            abc_patched = 1;
            if (unlikely(!module))
                return -1;
            Py_DECREF(module);
        }
        module = PyImport_ImportModule("backports_abc");
        if (module) {
            module = __Pyx_patch_abc_module(module);
            Py_XDECREF(module);
        }
        if (!module) {
            PyErr_Clear();
        }
    }
#else
    if (0) __Pyx_Coroutine_patch_module(NULL, NULL);
#endif
    return 0;
}

/* Generator */
              static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Coroutine_Send, METH_O,
     (char*) PyDoc_STR("send(arg) -> send 'arg' into generator,\nreturn next yielded value or raise StopIteration.")},
    {"throw", (PyCFunction) __Pyx_Coroutine_Throw, METH_VARARGS,
     (char*) PyDoc_STR("throw(typ[,val[,tb]]) -> raise exception in generator,\nreturn next yielded value or raise StopIteration.")},
    {"close", (PyCFunction) __Pyx_Coroutine_Close, METH_NOARGS,
     (char*) PyDoc_STR("close() -> raise GeneratorExit inside generator.")},
    {0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {(char *) "gi_running", T_BOOL, offsetof(__pyx_CoroutineObject, is_running), READONLY, NULL},
    {(char*) "gi_yieldfrom", T_OBJECT, offsetof(__pyx_CoroutineObject, yieldfrom), READONLY,
     (char*) PyDoc_STR("object being iterated by 'yield from', or None")},
    {0, 0, 0, 0, 0}
};
static PyGetSetDef __pyx_Generator_getsets[] = {
    {(char *) "__name__", (getter)__Pyx_Coroutine_get_name, (setter)__Pyx_Coroutine_set_name,
     (char*) PyDoc_STR("name of the generator"), 0},
    {(char *) "__qualname__", (getter)__Pyx_Coroutine_get_qualname, (setter)__Pyx_Coroutine_set_qualname,
     (char*) PyDoc_STR("qualified name of the generator"), 0},
    {0, 0, 0, 0, 0}
};
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "generator",
    sizeof(__pyx_CoroutineObject),
    0,
    (destructor) __Pyx_Coroutine_dealloc,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    0,
    (traverseproc) __Pyx_Coroutine_traverse,
    0,
    0,
    offsetof(__pyx_CoroutineObject, gi_weakreflist),
    0,
    (iternextfunc) __Pyx_Generator_Next,
    __pyx_Generator_methods,
    __pyx_Generator_memberlist,
    __pyx_Generator_getsets,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#else
    __Pyx_Coroutine_del,
#endif
    0,
#if PY_VERSION_HEX >= 0x030400a1
    __Pyx_Coroutine_del,
#endif
};
static int __pyx_Generator_init(void) {
    __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
    if (unlikely(!__pyx_GeneratorType)) {
        return -1;
    }
    return 0;
}

/* TypeInfoCompare */
              static int
__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b)
{
    int i;
    if (!a || !b)
        return 0;
    if (a == b)
        return 1;
    if (a->size != b->size || a->typegroup != b->typegroup ||
            a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) {
        if (a->typegroup == 'H' || b->typegroup == 'H') {
            return a->size == b->size;
        } else {
            return 0;
        }
    }
    if (a->ndim) {
        for (i = 0; i < a->ndim; i++)
            if (a->arraysize[i] != b->arraysize[i])
                return 0;
    }
    if (a->typegroup == 'S') {
        if (a->flags != b->flags)
            return 0;
        if (a->fields || b->fields) {
            if (!(a->fields && b->fields))
                return 0;
            for (i = 0; a->fields[i].type && b->fields[i].type; i++) {
                __Pyx_StructField *field_a = a->fields + i;
                __Pyx_StructField *field_b = b->fields + i;
                if (field_a->offset != field_b->offset ||
                    !__pyx_typeinfo_cmp(field_a->type, field_b->type))
                    return 0;
            }
            return !a->fields[i].type && !b->fields[i].type;
        }
    }
    return 1;
}

/* MemviewSliceValidateAndInit */
              static int
__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec)
{
    if (buf->shape[dim] <= 1)
        return 1;
    if (buf->strides) {
        if (spec & __Pyx_MEMVIEW_CONTIG) {
            if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) {
                if (buf->strides[dim] != sizeof(void *)) {
                    PyErr_Format(PyExc_ValueError,
                                 "Buffer is not indirectly contiguous "
                                 "in dimension %d.", dim);
                    goto fail;
                }
            } else if (buf->strides[dim] != buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
        if (spec & __Pyx_MEMVIEW_FOLLOW) {
            Py_ssize_t stride = buf->strides[dim];
            if (stride < 0)
                stride = -stride;
            if (stride < buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
    } else {
        if (spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not contiguous in "
                         "dimension %d", dim);
            goto fail;
        } else if (spec & (__Pyx_MEMVIEW_PTR)) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not indirect in "
                         "dimension %d", dim);
            goto fail;
        } else if (buf->suboffsets) {
            PyErr_SetString(PyExc_ValueError,
                            "Buffer exposes suboffsets but no strides");
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec)
{
    if (spec & __Pyx_MEMVIEW_DIRECT) {
        if (buf->suboffsets && buf->suboffsets[dim] >= 0) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer not compatible with direct access "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    if (spec & __Pyx_MEMVIEW_PTR) {
        if (!buf->suboffsets || (buf->suboffsets && buf->suboffsets[dim] < 0)) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer is not indirectly accessible "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag)
{
    int i;
    if (c_or_f_flag & __Pyx_IS_F_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = 0; i < ndim; i++) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1)
            {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not fortran contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = ndim - 1; i >- 1; i--) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1) {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not C contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    }
    return 1;
fail:
    return 0;
}
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj)
{
    struct __pyx_memoryview_obj *memview, *new_memview;
    __Pyx_RefNannyDeclarations
    Py_buffer *buf;
    int i, spec = 0, retval = -1;
    __Pyx_BufFmt_Context ctx;
    int from_memoryview = __pyx_memoryview_check(original_obj);
    __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0);
    if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *)
                                                            original_obj)->typeinfo)) {
        memview = (struct __pyx_memoryview_obj *) original_obj;
        new_memview = NULL;
    } else {
        memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                            original_obj, buf_flags, 0, dtype);
        new_memview = memview;
        if (unlikely(!memview))
            goto fail;
    }
    buf = &memview->view;
    if (buf->ndim != ndim) {
        PyErr_Format(PyExc_ValueError,
                "Buffer has wrong number of dimensions (expected %d, got %d)",
                ndim, buf->ndim);
        goto fail;
    }
    if (new_memview) {
        __Pyx_BufFmt_Init(&ctx, stack, dtype);
        if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
    }
    if ((unsigned) buf->itemsize != dtype->size) {
        PyErr_Format(PyExc_ValueError,
                     "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) "
                     "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)",
                     buf->itemsize,
                     (buf->itemsize > 1) ? "s" : "",
                     dtype->name,
                     dtype->size,
                     (dtype->size > 1) ? "s" : "");
        goto fail;
    }
    for (i = 0; i < ndim; i++) {
        spec = axes_specs[i];
        if (!__pyx_check_strides(buf, i, ndim, spec))
            goto fail;
        if (!__pyx_check_suboffsets(buf, i, ndim, spec))
            goto fail;
    }
    if (buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice,
                                         new_memview != NULL) == -1)) {
        goto fail;
    }
    retval = 0;
    goto no_fail;
fail:
    Py_XDECREF(new_memview);
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}

/* ObjectToMemviewSlice */
              static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dsdsdsds_double(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 4,
                                                 &__Pyx_TypeInfo_double, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

/* 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;
}

/* 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)
            PyErr_Clear();
        ++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);
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if CYTHON_COMPILING_IN_CPYTHON && (__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)) {
#if PY_VERSION_HEX < 0x03030000
        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
        if (__Pyx_PyUnicode_READY(o) == -1) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        if (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
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE 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 (PyInt_Check(x) || PyLong_Check(x))
#else
  if (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 = PyNumber_Int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = PyNumber_Long(x);
  }
  #else
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Long(x);
  }
  #endif
#else
  res = PyNumber_Int(x);
#endif
  if (res) {
#if PY_MAJOR_VERSION < 3
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%.4s__ returned non-%.4s (type %.200s)",
                   name, name, Py_TYPE(res)->tp_name);
      Py_DECREF(res);
      return NULL;
    }
  }
  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 */
