diff --git a/spacy/index.pyx b/spacy/index.pyx new file mode 100644 index 000000000..5cdd6ab5b --- /dev/null +++ b/spacy/index.pyx @@ -0,0 +1,127 @@ +"""Create a term-document matrix""" +cimport cython + +from libc.string cimport memmove + +from cymem.cymem cimport Address + +from .lexeme cimport Lexeme, get_attr +from .tokens cimport TokenC +from .typedefs cimport hash_t + +from preshed.maps cimport MapStruct, Cell, map_get, map_set, map_init + + +cdef class Index: + def __init__(self, attr_id_t attr_id): + self.attr_id = attr_id + self.max_value = 0 + + cpdef int count(self, Tokens tokens) except -1: + cdef PreshCounter counts = PreshCounter(2 ** 8) + cdef attr_id_t attr_id = self.attr_id + cdef attr_t term + cdef int i + for i in range(tokens.length): + term = get_attr(tokens.data[i].lex, attr_id) + counts.inc(term, 1) + if term > self.max_value: + self.max_value = term + cdef count_t count + cdef count_vector_t doc_counts + for term, count in counts: + doc_counts.push_back(pair[id_t, count_t](term, count)) + self.counts.push_back(doc_counts) + + + +cdef class PosMemory: + def __init__(self, tag_names): + self.tag_names = tag_names + self.nr_tags = len(tag_names) + self.mem = Pool() + self._counts = PreshCounter() + self._pos_counts = PreshCounter() + + def __getitem__(self, ids): + cdef id_t[2] ngram + ngram[0] = ids[0] + ngram[1] = ids[1] + cdef hash_t ngram_key = hash64(ngram, 2 * sizeof(id_t), 0) + cdef hash_t[2] pos_context + pos_context[0] = ngram_key + counts = {} + cdef id_t i + for i, tag in enumerate(self.tag_names): + pos_context[1] = i + key = hash64(pos_context, sizeof(hash_t) * 2, 0) + count = self._pos_counts[key] + counts[tag] = count + return counts + + @cython.cdivision(True) + def iter_ngrams(self, float min_acc=0.99, count_t min_freq=10): + cdef Address counts_addr = Address(self.nr_tags, sizeof(count_t)) + cdef count_t* counts = counts_addr.ptr + cdef MapStruct* ngram_counts = self._counts.c_map + cdef hash_t ngram_key + cdef count_t ngram_freq + cdef int best_pos + cdef float acc + + cdef int i + for i in range(ngram_counts.length): + ngram_key = ngram_counts.cells[i].key + ngram_freq = ngram_counts.cells[i].value + if ngram_key != 0 and ngram_freq >= min_freq: + best_pos = self.find_best_pos(counts, ngram_key) + acc = counts[best_pos] / ngram_freq + if acc >= min_acc: + yield counts[best_pos], ngram_key, best_pos + + cpdef int count(self, Tokens tokens) except -1: + cdef int i + cdef TokenC* t + for i in range(tokens.length): + t = &tokens.data[i] + if t.lex.prob != 0 and t.lex.prob >= -14: + self.inc(t, 1) + + cdef int inc(self, TokenC* word, count_t inc) except -1: + cdef hash_t[2] ngram_pos_context + cdef hash_t ngram_key = self._ngram_key(word) + ngram_pos_context[0] = ngram_key + ngram_pos_context[1] = word.pos + ngram_pos_key = hash64(ngram_pos_context, 2 * sizeof(hash_t), 0) + self._counts.inc(ngram_key, inc) + self._pos_counts.inc(ngram_pos_key, inc) + + cdef int find_best_pos(self, count_t* counts, hash_t ngram_key) except -1: + cdef hash_t[2] unhashed_key + unhashed_key[0] = ngram_key + + cdef count_t total = 0 + cdef hash_t key + cdef int pos + cdef int best + cdef int mode = 0 + for pos in range(self.nr_tags): + unhashed_key[1] = pos + key = hash64(unhashed_key, sizeof(hash_t) * 2, 0) + count = self._pos_counts[key] + counts[pos] = count + if count >= mode: + mode = count + best = pos + total += count + return best + + cdef count_t ngram_count(self, TokenC* word) except -1: + cdef hash_t ngram_key = self._ngram_key(word) + return self._counts[ngram_key] + + cdef hash_t _ngram_key(self, TokenC* word) except 0: + cdef id_t[2] context + context[0] = word.lex.sic + context[1] = word[-1].lex.sic + return hash64(context, sizeof(id_t) * 2, 0) diff --git a/spacy/lang.pyx b/spacy/lang.pyx index 4a2ae2da0..7fdef11d1 100644 --- a/spacy/lang.pyx +++ b/spacy/lang.pyx @@ -44,14 +44,15 @@ cdef class Language: self.pos_tagger = None self.morphologizer = None - def load(self): + def load(self, pos_dir=None): self.lexicon.load(path.join(util.DATA_DIR, self.name, 'lexemes')) self.lexicon.strings.load(path.join(util.DATA_DIR, self.name, 'strings')) - if path.exists(path.join(util.DATA_DIR, self.name, 'pos')): - self.pos_tagger = Tagger(path.join(util.DATA_DIR, self.name, 'pos')) - self.morphologizer = Morphologizer(self.lexicon.strings, - path.join(util.DATA_DIR, self.name)) - self.load_pos_cache(path.join(util.DATA_DIR, self.name, 'pos', 'bigram_cache_2m')) + if pos_dir is None: + pos_dir = path.join(util.DATA_DIR, self.name, 'pos') + if path.exists(pos_dir): + self.pos_tagger = Tagger(pos_dir) + self.morphologizer = Morphologizer(self.lexicon.strings, pos_dir) + #self.load_pos_cache(path.join(util.DATA_DIR, self.name, 'pos', 'bigram_cache_2m')) cpdef Tokens tokens_from_list(self, list strings): cdef int length = sum([len(s) for s in strings]) diff --git a/spacy/morphology.pyx b/spacy/morphology.pyx index 346c778a9..4d3600f8b 100644 --- a/spacy/morphology.pyx +++ b/spacy/morphology.pyx @@ -5,6 +5,8 @@ import json from .lemmatizer import Lemmatizer from .typedefs cimport id_t +from . import util + UNIV_TAGS = { 'NULL': NO_TAG, @@ -35,10 +37,10 @@ cdef class Morphologizer: def __init__(self, StringStore strings, data_dir): self.mem = Pool() self.strings = strings - cfg = json.load(open(path.join(data_dir, 'pos', 'config.json'))) + cfg = json.load(open(path.join(data_dir, 'config.json'))) tag_map = cfg['tag_map'] self.tag_names = cfg['tag_names'] - self.lemmatizer = Lemmatizer(path.join(data_dir, '..', 'wordnet')) + self.lemmatizer = Lemmatizer(path.join(util.DATA_DIR, 'wordnet')) self._cache = PreshMapArray(len(self.tag_names)) self.tags = self.mem.alloc(len(self.tag_names), sizeof(PosTag)) for i, tag in enumerate(self.tag_names): diff --git a/spacy/parser/_state.pxd b/spacy/parser/_state.pxd deleted file mode 100644 index 0690d94f7..000000000 --- a/spacy/parser/_state.pxd +++ /dev/null @@ -1,78 +0,0 @@ -from cymem.cymem cimport Pool - - -cdef struct Subtree: - int[5] kids - int[5] labels - int length - - -cdef struct State: - double score - size_t i - size_t n - size_t stack_len - size_t top - - size_t* stack - - Subtree* lefts - Subtree* rights - int* heads - int* labels - - -cdef int add_dep(const State *s, size_t head, size_t child, size_t label) except -1 - -cdef size_t pop_stack(State *s) except 0 -cdef int push_stack(State *s) except -1 - - -cdef inline size_t get_s1(const State *s) nogil: - if s.stack_len < 2: - return 0 - return s.stack[s.stack_len - 2] - - -cdef inline size_t get_l(const State *s, size_t head) nogil: - cdef const Subtree* subtree = &s.lefts[head] - if subtree.length == 0: - return 0 - return subtree.kids[subtree.length - 1] - - -cdef inline size_t get_l2(const State *s, size_t head) nogil: - cdef const Subtree* subtree = &s.lefts[head] - if subtree.length < 2: - return 0 - return subtree.kids[subtree.length - 2] - - -cdef inline size_t get_r(const State *s, size_t head) nogil: - cdef const Subtree* subtree = &s.rights[head] - if subtree.length == 0: - return 0 - return subtree.kids[subtree.length - 1] - - -cdef inline size_t get_r2(const State *s, size_t head) nogil: - cdef const Subtree* subtree = &s.rights[head] - if subtree.length < 2: - return 0 - return subtree.kids[subtree.length - 2] - - -cdef inline bint at_eol(const State *s) nogil: - return s.i >= (s.n - 1) - - -cdef inline bint is_final(State *s) nogil: - return at_eol(s) and s.stack_len == 0 - - -cdef int has_child_in_buffer(State *s, size_t word, int* gold) except -1 -cdef int has_head_in_buffer(State *s, size_t word, int* gold) except -1 -cdef int has_child_in_stack(State *s, size_t word, int* gold) except -1 -cdef int has_head_in_stack(State *s, size_t word, int* gold) except -1 - -cdef State* init_state(Pool mem, const int sent_length) except NULL diff --git a/spacy/parser/_state.pyx b/spacy/parser/_state.pyx deleted file mode 100644 index 6cfad4b5a..000000000 --- a/spacy/parser/_state.pyx +++ /dev/null @@ -1,97 +0,0 @@ -# cython: profile=True -from libc.string cimport memmove -from cymem.cymem cimport Pool - - -cdef int add_dep(State *s, size_t head, size_t child, size_t label) except -1: - s.heads[child] = head - s.labels[child] = label - cdef Subtree* subtree = &s.lefts[head] if child < head else &s.rights[head] - if subtree.length == 5: - memmove(subtree.kids, &subtree.kids[1], 4 * sizeof(int)) - memmove(subtree.labels, &subtree.labels[1], 4 * sizeof(int)) - subtree.kids[4] = child - subtree.labels[4] = label - else: - subtree.kids[subtree.length - 1] = child - subtree.kids[subtree.length - 1] = label - subtree.length += 1 - - -cdef size_t pop_stack(State *s) except 0: - cdef size_t popped - assert s.stack_len >= 1 - popped = s.top - s.top = get_s1(s) - s.stack_len -= 1 - assert s.top <= s.n, s.top - assert popped != 0 - return popped - - -cdef int push_stack(State *s) except -1: - s.top = s.i - s.stack[s.stack_len] = s.i - s.stack_len += 1 - assert s.top <= s.n - s.i += 1 - - -cdef int has_child_in_buffer(State *s, size_t word, int* gold_heads) except -1: - assert word != 0 - cdef size_t buff_i - cdef int n = 0 - for buff_i in range(s.i, s.n): - if s.heads[buff_i] == 0 and gold_heads[buff_i] == word: - n += 1 - return n - - -cdef int has_head_in_buffer(State *s, size_t word, int* gold_heads) except -1: - assert word != 0 - cdef size_t buff_i - for buff_i in range(s.i, s.n): - if s.heads[buff_i] == 0 and gold_heads[word] == buff_i: - return 1 - return 0 - - -cdef int has_child_in_stack(State *s, size_t word, int* gold_heads) except -1: - assert word != 0 - cdef size_t i, stack_i - cdef int n = 0 - for i in range(s.stack_len): - stack_i = s.stack[i] - # Should this be sensitive to whether the word has a head already? - if gold_heads[stack_i] == word: - n += 1 - return n - - -cdef int has_head_in_stack(State *s, size_t word, int* gold_heads) except -1: - assert word != 0 - cdef size_t i, stack_i - for i in range(s.stack_len): - stack_i = s.stack[i] - if gold_heads[word] == stack_i: - return 1 - return 0 - - -DEF PADDING = 5 - - -cdef State* init_state(Pool mem, const int sent_length) except NULL: - cdef size_t i - cdef State* s = mem.alloc(1, sizeof(State)) - s.n = sent_length - s.i = 1 - s.top = 0 - s.stack_len = 0 - n = s.n + PADDING - s.stack = mem.alloc(n, sizeof(size_t)) - s.heads = mem.alloc(n, sizeof(int)) - s.labels = mem.alloc(n, sizeof(int)) - s.lefts = mem.alloc(n, sizeof(Subtree)) - s.rights = mem.alloc(n, sizeof(Subtree)) - return s diff --git a/spacy/parser/arc_eager.pyx b/spacy/parser/arc_eager.pyx deleted file mode 100644 index aede7555b..000000000 --- a/spacy/parser/arc_eager.pyx +++ /dev/null @@ -1,162 +0,0 @@ -# cython: profile=True -from ._state cimport State -from ._state cimport at_eol, pop_stack, push_stack, add_dep -from ._state cimport has_head_in_buffer, has_child_in_buffer -from ._state cimport has_head_in_stack, has_child_in_stack -import index.hashes - - -cdef enum: - ERR - SHIFT - REDUCE - LEFT - RIGHT - N_MOVES - - -cdef inline bint _can_shift(const State* s) nogil: - return not at_eol(s) - - -cdef inline bint _can_right(const State* s) nogil: - return s.stack_len >= 1 and not at_eol(s) - - -cdef inline bint _can_left(const State* s) nogil: - return s.stack_len >= 1 and s.heads[s.top] == 0 - - -cdef inline bint _can_reduce(const State* s) nogil: - return s.stack_len >= 2 and s.heads[s.top] != 0 - - -cdef int _shift_cost(const State* s, list gold) except -1: - assert not at_eol(s) - cost = 0 - cost += has_head_in_stack(s, s.i, gold) - cost += has_child_in_stack(s, s.i, gold) - return cost - - -cdef int _right_cost(const State* s, list gold) except -1: - assert s.stack_len >= 1 - cost = 0 - if gold[s.i] == s.top: - return cost - cost += has_head_in_buffer(s, s.i, gold) - cost += has_child_in_stack(s, s.i, gold) - cost += has_head_in_stack(s, s.i, gold) - return cost - - -cdef int _left_cost(const State* s, list gold) except -1: - assert s.stack_len >= 1 - cost = 0 - if gold[s.top] == s.i: - return cost - cost += has_head_in_buffer(s, s.top, gold) - cost += has_child_in_buffer(s, s.top, gold) - return cost - - -cdef int _reduce_cost(const State* s, list gold) except -1: - assert s.stack_len >= 2 - cost = 0 - cost += has_child_in_buffer(s, s.top, gold) - return cost - - -cdef class TransitionSystem: - def __init__(self, list left_labels, list right_labels): - self.mem = Pool() - self.n_moves = 2 + len(left_labels) + len(right_labels) - moves = self.mem.alloc(self.n_moves, sizeof(Transition)) - cdef int i = 0 - moves[i].move = SHIFT - moves[i].label = 0 - i += 1 - moves[i].move = REDUCE - moves[i].label = 0 - i += 1 - cdef int label - for label in left_labels: - moves[i].move = LEFT - moves[i].label = label - i += 1 - for label in right_labels: - moves[i].move = RIGHT - moves[i].label = label - i += 1 - self._moves = moves - - cdef int transition(self, State *s, const int clas) except -1: - cdef const Transition* t = &self._moves[clas] - if t.move == SHIFT: - push_stack(s) - elif t.move == LEFT: - add_dep(s, s.i, s.top, t.label) - pop_stack(s) - elif t.move == RIGHT: - add_dep(s, s.top, s.i, t.label) - push_stack(s) - elif t.move == REDUCE: - pop_stack(s) - else: - raise StandardError(t.move) - - cdef int best_valid(self, const weight_t* scores, const State* s) except -1: - cdef bint[N_MOVES] valid - valid[SHIFT] = _can_shift(s) - valid[LEFT] = _can_left(s) - valid[RIGHT] = _can_right(s) - valid[REDUCE] = _can_reduce(s) - - cdef int best = -1 - cdef weight_t score - cdef int i - for i in range(self.n_moves): - if valid[self._moves[i].move] and scores[i] > score: - best = i - score = scores[i] - assert best >= -1, "No valid moves found" - return best - - cdef int best_gold(self, const weight_t* scores, const State* s, - list gold_heads, list gold_labels) except -1: - cdef int[N_MOVES] unl_costs - unl_costs[SHIFT] = _shift_cost(s, gold_heads) if _can_shift(s) else -1 - unl_costs[LEFT] = _left_cost(s, gold_heads) if _can_left(s) else -1 - unl_costs[RIGHT] = _right_cost(s, gold_heads) if _can_right(s) else -1 - unl_costs[REDUCE] = _reduce_cost(s, gold_heads) if _can_reduce(s) else -1 - - cdef int cost - cdef int label_cost - cdef int move - cdef int label - cdef int best = -1 - cdef weight_t score - cdef int i - for i in range(self.n_moves): - move = self._moves[i].move - label = self._moves[i].label - if unl_costs[move] == 0: - if move == SHIFT or move == REDUCE: - label_cost = 0 - elif move == LEFT: - if gold_heads[s.top] == s.i: - label_cost = label != gold_labels[s.top] - else: - label_cost = 0 - elif move == RIGHT: - if gold_heads[s.i] == s.top: - label_cost = label != gold_labels[s.i] - else: - label_cost = 0 - else: - raise StandardError("Unknown Move") - if label_cost == 0 and scores[i] > score: - best = i - score = scores[i] - assert best >= -1, "No gold moves found" - return best diff --git a/spacy/parser/parser.pyx b/spacy/parser/parser.pyx deleted file mode 100644 index f155e98f7..000000000 --- a/spacy/parser/parser.pyx +++ /dev/null @@ -1,160 +0,0 @@ -# cython: profile=True -""" -MALT-style dependency parser -""" -cimport cython -import random -import os.path -from os.path import join as pjoin -import shutil -import json - -from cymem.cymem cimport Pool, Address -from thinc.typedefs cimport weight_t, class_t, feat_t, atom_t - - -from util import Config - -from thinc.features cimport Extractor -from thinc.features cimport Feature -from thinc.features cimport count_feats - -from thinc.learner cimport LinearModel - -from ..tokens cimport Tokens, TokenC - -from .arc_eager cimport TransitionSystem - -from ._state cimport init_state, State, is_final, get_s1 - -VOCAB_SIZE = 1e6 -TAG_SET_SIZE = 50 - -DEF CONTEXT_SIZE = 50 - - -DEBUG = False -def set_debug(val): - global DEBUG - DEBUG = val - - -cdef str print_state(State* s, list words): - top = words[s.top] - second = words[get_s1(s)] - n0 = words[s.i] - n1 = words[s.i + 1] - return ' '.join((second, top, '|', n0, n1)) - - -def train(sents, golds, model_dir, n_iter=15, feat_set=u'basic', seed=0): - if os.path.exists(model_dir): - shutil.rmtree(model_dir) - os.mkdir(model_dir) - left_labels, right_labels, dfl_labels = get_labels(golds) - Config.write(model_dir, 'config', features=feat_set, seed=seed, - left_labels=left_labels, right_labels=right_labels) - parser = Parser(model_dir) - indices = list(range(len(sents))) - for n in range(n_iter): - for i in indices: - parser.train_sent(sents[i], *golds[i]) - #parser.tagger.train_sent(py_sent) # TODO - acc = float(parser.guide.n_corr) / parser.guide.total - print(parser.guide.end_train_iter(n) + '\t' + - parser.tagger.guide.end_train_iter(n)) - random.shuffle(indices) - parser.guide.end_training() - parser.tagger.guide.end_training() - parser.guide.dump(pjoin(model_dir, 'model'), freq_thresh=0) - parser.tagger.guide.dump(pjoin(model_dir, 'tagger')) - return acc - - -def get_labels(sents): - '''Get alphabetically-sorted lists of left, right and disfluency labels that - occur in a sample of sentences. Used to determine the set of legal transitions - from the training set. - - Args: - sentences (list[Input]): A list of Input objects, usually the training set. - - Returns: - labels (tuple[list, list, list]): Sorted lists of left, right and disfluency - labels. - ''' - left_labels = set() - right_labels = set() - # TODO - return list(sorted(left_labels)), list(sorted(right_labels)) - - -def get_templates(feats_str): - '''Interpret feats_str, returning a list of template tuples. Each template - is a tuple of numeric indices, referring to positions in the context - array. See _parse_features.pyx for examples. The templates are applied by - thinc.features.Extractor, which picks out the appointed values and hashes - the resulting array, to produce a single feature code. - ''' - return tuple() - - -cdef class Parser: - def __init__(self, model_dir): - assert os.path.exists(model_dir) and os.path.isdir(model_dir) - self.cfg = Config.read(model_dir, 'config') - self.extractor = Extractor(get_templates(self.cfg.features)) - self.moves = TransitionSystem(self.cfg.left_labels, self.cfg.right_labels) - - self.model = LinearModel(self.moves.n_moves, self.extractor.n_templ) - if os.path.exists(pjoin(model_dir, 'model')): - self.model.load(pjoin(model_dir, 'model')) - - cpdef int parse(self, Tokens tokens) except -1: - cdef: - Feature* feats - weight_t* scores - - cdef atom_t[CONTEXT_SIZE] context - cdef int n_feats - cdef Pool mem = Pool() - cdef State* state = init_state(mem, tokens.length) - while not is_final(state): - fill_context(context, state, tokens.data) # TODO - feats = self.extractor.get_feats(context, &n_feats) - scores = self.model.get_scores(feats, n_feats) - - guess = self.moves.best_valid(scores, state) - - self.moves.transition(state, guess) - # TODO output - - def train_sent(self, Tokens tokens, list gold_heads, list gold_labels): - cdef: - Feature* feats - weight_t* scores - - cdef int n_feats - cdef atom_t[CONTEXT_SIZE] context - cdef Pool mem = Pool() - cdef State* state = init_state(mem, tokens.length) - - while not is_final(state): - fill_context(context, state, tokens.data) # TODO - feats = self.extractor.get_feats(context, &n_feats) - scores = self.model.get_scores(feats, n_feats) - - guess = self.moves.best_valid(scores, state) - best = self.moves.best_gold(scores, state, gold_heads, gold_labels) - - counts = {guess: {}, best: {}} - if guess != best: - count_feats(counts[guess], feats, n_feats, -1) - count_feats(counts[best], feats, n_feats, 1) - self.model.update(counts) - - self.moves.transition(state, guess) - - -cdef int fill_context(atom_t* context, State* s, TokenC* sent) except -1: - pass diff --git a/spacy/parser/__init__.pxd b/spacy/syntax/__init__.pxd similarity index 100% rename from spacy/parser/__init__.pxd rename to spacy/syntax/__init__.pxd diff --git a/spacy/parser/__init__.py b/spacy/syntax/__init__.py similarity index 100% rename from spacy/parser/__init__.py rename to spacy/syntax/__init__.py diff --git a/spacy/syntax/_parse_features.cpp b/spacy/syntax/_parse_features.cpp new file mode 100644 index 000000000..eb10c425b --- /dev/null +++ b/spacy/syntax/_parse_features.cpp @@ -0,0 +1,11420 @@ +/* Generated by Cython 0.21.1 */ + +#define PY_SSIZE_T_CLEAN +#ifndef CYTHON_USE_PYLONG_INTERNALS +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 0 +#else +#include "pyconfig.h" +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 1 +#else +#define CYTHON_USE_PYLONG_INTERNALS 0 +#endif +#endif +#endif +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000) + #error Cython requires Python 2.6+ or Python 3.2+. +#else +#define CYTHON_ABI "0_21_1" +#include +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 +#define Py_OptimizeFlag 0 +#endif +#define __PYX_BUILD_PY_SSIZE_T "n" +#define CYTHON_FORMAT_SSIZE_T "z" +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyClass_Type +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyType_Type +#endif +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#if PY_VERSION_HEX < 0x030400a1 && !defined(Py_TPFLAGS_HAVE_FINALIZE) + #define Py_TPFLAGS_HAVE_FINALIZE 0 +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) + #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) + #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) + #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#endif +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) + #define __Pyx_PyFrozenSet_Size(s) PyObject_Size(s) +#else + #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ? \ + PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) + #define __Pyx_PyFrozenSet_Size(s) PySet_Size(s) +#endif +#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? 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PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#else + #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) +#endif +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) && _MSC_VER >= 1400 + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and + a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is + a quiet NaN. */ + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif +#ifdef __cplusplus +template +void __Pyx_call_destructor(T* x) { + x->~T(); +} +#endif + + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE__spacy__syntax___parse_features +#define __PYX_HAVE_API__spacy__syntax___parse_features +#include "stdint.h" +#include "string.h" +#include "stdio.h" +#include "stdlib.h" +#include "numpy/arrayobject.h" +#include "numpy/ufuncobject.h" +#include "MurmurHash3.h" +#include "MurmurHash2.h" +#include +#include "ios" +#include "new" +#include "stdexcept" +#include "typeinfo" +#include "pythread.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#define __Pyx_fits_Py_ssize_t(v, type, is_signed) ( \ + (sizeof(type) < sizeof(Py_ssize_t)) || \ + (sizeof(type) > sizeof(Py_ssize_t) && \ + likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX) && \ + (!is_signed || likely(v > (type)PY_SSIZE_T_MIN || \ + v == (type)PY_SSIZE_T_MIN))) || \ + (sizeof(type) == sizeof(Py_ssize_t) && \ + (is_signed || likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX))) ) +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE 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_AsSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((const char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((const char*)s) +#define __Pyx_PyByteArray_FromUString(s) __Pyx_PyByteArray_FromString((const char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((const char*)s) +#define __Pyx_PyUnicode_FromUString(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_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(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_COMPILING_IN_CPYTHON +#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 && __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*) (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; + 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 PyObject *__pyx_m; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + +#if !defined(CYTHON_CCOMPLEX) + #if defined(__cplusplus) + #define CYTHON_CCOMPLEX 1 + #elif defined(_Complex_I) + #define CYTHON_CCOMPLEX 1 + #else + #define CYTHON_CCOMPLEX 0 + #endif +#endif +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #include + #else + #include + #endif +#endif +#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) + #undef _Complex_I + #define _Complex_I 1.0fj +#endif + + +static const char *__pyx_f[] = { + "spacy/syntax/_parse_features.pyx", + "spacy/syntax/_state.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd", + ".env/lib/python2.7/site-packages/cymem/cymem.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/type.pxd", + ".env/lib/python2.7/site-packages/preshed/maps.pxd", + "spacy/utf8string.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/bool.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/complex.pxd", + "cache.pxd", + "features.pxd", + "learner.pxd", + "spacy/tagger.pxd", + "spacy/morphology.pxd", + "spacy/lang.pxd", + "spacy/tokens.pxd", + "spacy/syntax/_parse_features.pxd", +}; + +/* "thinc/typedefs.pxd":7 + * + * + * ctypedef float weight_t # <<<<<<<<<<<<<< + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + */ +typedef float __pyx_t_5thinc_8typedefs_weight_t; + +/* "thinc/typedefs.pxd":8 + * + * ctypedef float weight_t + * ctypedef uint64_t atom_t # <<<<<<<<<<<<<< + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_atom_t; + +/* "thinc/typedefs.pxd":9 + * ctypedef float weight_t + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t # <<<<<<<<<<<<<< + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_feat_t; + +/* "thinc/typedefs.pxd":10 + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t # <<<<<<<<<<<<<< + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t + */ +typedef int32_t __pyx_t_5thinc_8typedefs_class_t; + +/* "thinc/typedefs.pxd":11 + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + * ctypedef uint32_t count_t # <<<<<<<<<<<<<< + * ctypedef uint32_t time_t + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_count_t; + +/* "thinc/typedefs.pxd":12 + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t # <<<<<<<<<<<<<< + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_time_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":723 + * # in Cython to enable them only on the right systems. + * + * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + */ +typedef npy_int8 __pyx_t_5numpy_int8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":724 + * + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t + */ +typedef npy_int16 __pyx_t_5numpy_int16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":725 + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< + * ctypedef npy_int64 int64_t + * #ctypedef npy_int96 int96_t + */ +typedef npy_int32 __pyx_t_5numpy_int32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":726 + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< + * #ctypedef npy_int96 int96_t + * #ctypedef npy_int128 int128_t + */ +typedef npy_int64 __pyx_t_5numpy_int64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":730 + * #ctypedef npy_int128 int128_t + * + * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + */ +typedef npy_uint8 __pyx_t_5numpy_uint8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":731 + * + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t + */ +typedef npy_uint16 __pyx_t_5numpy_uint16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":732 + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< + * ctypedef npy_uint64 uint64_t + * #ctypedef npy_uint96 uint96_t + */ +typedef npy_uint32 __pyx_t_5numpy_uint32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":733 + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< + * #ctypedef npy_uint96 uint96_t + * #ctypedef npy_uint128 uint128_t + */ +typedef npy_uint64 __pyx_t_5numpy_uint64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":737 + * #ctypedef npy_uint128 uint128_t + * + * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< + * ctypedef npy_float64 float64_t + * #ctypedef npy_float80 float80_t + */ +typedef npy_float32 __pyx_t_5numpy_float32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":738 + * + * ctypedef npy_float32 float32_t + * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< + * #ctypedef npy_float80 float80_t + * #ctypedef npy_float128 float128_t + */ +typedef npy_float64 __pyx_t_5numpy_float64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":747 + * # The int types are mapped a bit surprising -- + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t + */ +typedef npy_long __pyx_t_5numpy_int_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":748 + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong longlong_t + * + */ +typedef npy_longlong __pyx_t_5numpy_long_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":749 + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_ulong uint_t + */ +typedef npy_longlong __pyx_t_5numpy_longlong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":751 + * ctypedef npy_longlong longlong_t + * + * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t + */ +typedef npy_ulong __pyx_t_5numpy_uint_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":752 + * + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulonglong_t + * + */ +typedef npy_ulonglong __pyx_t_5numpy_ulong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":753 + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_intp intp_t + */ +typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":755 + * ctypedef npy_ulonglong ulonglong_t + * + * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< + * ctypedef npy_uintp uintp_t + * + */ +typedef npy_intp __pyx_t_5numpy_intp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":756 + * + * ctypedef npy_intp intp_t + * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< + * + * ctypedef npy_double float_t + */ +typedef npy_uintp __pyx_t_5numpy_uintp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":758 + * ctypedef npy_uintp uintp_t + * + * ctypedef npy_double float_t # <<<<<<<<<<<<<< + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t + */ +typedef npy_double __pyx_t_5numpy_float_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":759 + * + * ctypedef npy_double float_t + * ctypedef npy_double double_t # <<<<<<<<<<<<<< + * ctypedef npy_longdouble longdouble_t + * + */ +typedef npy_double __pyx_t_5numpy_double_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":760 + * ctypedef npy_double float_t + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cfloat cfloat_t + */ +typedef npy_longdouble __pyx_t_5numpy_longdouble_t; + +/* "spacy/typedefs.pxd":4 + * from libc.stdint cimport uint8_t + * + * ctypedef uint64_t hash_t # <<<<<<<<<<<<<< + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_hash_t; + +/* "spacy/typedefs.pxd":6 + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t # <<<<<<<<<<<<<< + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_attr_t; + +/* "spacy/typedefs.pxd":7 + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t # <<<<<<<<<<<<<< + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_flags_t; + +/* "spacy/typedefs.pxd":8 + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t # <<<<<<<<<<<<<< + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_id_t; + +/* "spacy/typedefs.pxd":9 + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t # <<<<<<<<<<<<<< + * ctypedef uint16_t tag_t + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_len_t; + +/* "spacy/typedefs.pxd":10 + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_tag_t; + +/* "preshed/maps.pxd":5 + * + * + * ctypedef uint64_t key_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint64_t __pyx_t_7preshed_4maps_key_t; +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< float > __pyx_t_float_complex; + #else + typedef float _Complex __pyx_t_float_complex; + #endif +#else + typedef struct { float real, imag; } __pyx_t_float_complex; +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< double > __pyx_t_double_complex; + #else + typedef double _Complex __pyx_t_double_complex; + #endif +#else + typedef struct { double real, imag; } __pyx_t_double_complex; +#endif + + +/*--- Type declarations ---*/ +struct __pyx_obj_5cymem_5cymem_Pool; +struct __pyx_obj_5cymem_5cymem_Address; +struct __pyx_obj_7preshed_4maps_PreshMap; +struct __pyx_obj_7preshed_4maps_PreshMapArray; +struct __pyx_obj_5spacy_10utf8string_StringStore; +struct __pyx_obj_5thinc_5cache_ScoresCache; +struct __pyx_obj_5thinc_8features_Extractor; +struct __pyx_obj_5thinc_7learner_LinearModel; +struct __pyx_obj_5thinc_7learner__Writer; +struct __pyx_obj_5thinc_7learner__Reader; +struct __pyx_obj_5spacy_6tagger_Tagger; +struct __pyx_obj_5spacy_10morphology_Morphologizer; +struct __pyx_obj_5spacy_4lang_Lexicon; +struct __pyx_obj_5spacy_4lang_Language; +struct __pyx_obj_5spacy_6tokens_Tokens; +struct __pyx_obj_5spacy_6tokens_Token; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":762 + * ctypedef npy_longdouble longdouble_t + * + * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t + */ +typedef npy_cfloat __pyx_t_5numpy_cfloat_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":763 + * + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< + * ctypedef npy_clongdouble clongdouble_t + * + */ +typedef npy_cdouble __pyx_t_5numpy_cdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":764 + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cdouble complex_t + */ +typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":766 + * ctypedef npy_clongdouble clongdouble_t + * + * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< + * + * cdef inline object PyArray_MultiIterNew1(a): + */ +typedef npy_cdouble __pyx_t_5numpy_complex_t; +struct __pyx_t_5spacy_8typedefs_Morphology; + +/* "spacy/typedefs.pxd":5 + * + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t # <<<<<<<<<<<<<< + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + */ +typedef char *__pyx_t_5spacy_8typedefs_utf8_t; + +/* "spacy/typedefs.pxd":13 + * + * + * cdef struct Morphology: # <<<<<<<<<<<<<< + * uint8_t number + * uint8_t tenspect # Tense/aspect/voice + */ +struct __pyx_t_5spacy_8typedefs_Morphology { + uint8_t number; + uint8_t tenspect; + uint8_t mood; + uint8_t gender; + uint8_t person; + uint8_t __pyx_case; + uint8_t misc; +}; +struct __pyx_t_7preshed_4maps_Cell; +struct __pyx_t_7preshed_4maps_MapStruct; + +/* "preshed/maps.pxd":8 + * + * + * cdef struct Cell: # <<<<<<<<<<<<<< + * key_t key + * void* value + */ +struct __pyx_t_7preshed_4maps_Cell { + __pyx_t_7preshed_4maps_key_t key; + void *value; +}; + +/* "preshed/maps.pxd":13 + * + * + * cdef struct MapStruct: # <<<<<<<<<<<<<< + * size_t length + * size_t filled + */ +struct __pyx_t_7preshed_4maps_MapStruct { + size_t length; + size_t filled; + struct __pyx_t_7preshed_4maps_Cell *cells; +}; +struct __pyx_t_5spacy_10utf8string_Utf8Str; +struct __pyx_t_5spacy_10utf8string_UniStr; + +/* "spacy/utf8string.pxd":8 + * + * + * cdef struct Utf8Str: # <<<<<<<<<<<<<< + * id_t i + * hash_t key + */ +struct __pyx_t_5spacy_10utf8string_Utf8Str { + __pyx_t_5spacy_8typedefs_id_t i; + __pyx_t_5spacy_8typedefs_hash_t key; + __pyx_t_5spacy_8typedefs_utf8_t chars; + int length; +}; + +/* "spacy/utf8string.pxd":15 + * + * + * cdef struct UniStr: # <<<<<<<<<<<<<< + * Py_UNICODE* chars + * size_t n + */ +struct __pyx_t_5spacy_10utf8string_UniStr { + Py_UNICODE *chars; + size_t n; + __pyx_t_5spacy_8typedefs_hash_t key; +}; +struct __pyx_t_5spacy_6lexeme_Lexeme; + +/* "spacy/lexeme.pxd":7 + * + * # Reserve 64 values for flag features + * cpdef enum attr_id_t: # <<<<<<<<<<<<<< + * FLAG0 + * FLAG1 + */ +enum __pyx_t_5spacy_6lexeme_attr_id_t { + __pyx_e_5spacy_6lexeme_FLAG0, + __pyx_e_5spacy_6lexeme_FLAG1, + __pyx_e_5spacy_6lexeme_FLAG2, + __pyx_e_5spacy_6lexeme_FLAG3, + __pyx_e_5spacy_6lexeme_FLAG4, + __pyx_e_5spacy_6lexeme_FLAG5, + __pyx_e_5spacy_6lexeme_FLAG6, + __pyx_e_5spacy_6lexeme_FLAG7, + __pyx_e_5spacy_6lexeme_FLAG8, + __pyx_e_5spacy_6lexeme_FLAG9, + __pyx_e_5spacy_6lexeme_FLAG10, + __pyx_e_5spacy_6lexeme_FLAG11, + __pyx_e_5spacy_6lexeme_FLAG12, + __pyx_e_5spacy_6lexeme_FLAG13, + __pyx_e_5spacy_6lexeme_FLAG14, + __pyx_e_5spacy_6lexeme_FLAG15, + __pyx_e_5spacy_6lexeme_FLAG16, + __pyx_e_5spacy_6lexeme_FLAG17, + __pyx_e_5spacy_6lexeme_FLAG18, + __pyx_e_5spacy_6lexeme_FLAG19, + __pyx_e_5spacy_6lexeme_FLAG20, + __pyx_e_5spacy_6lexeme_FLAG21, + __pyx_e_5spacy_6lexeme_FLAG22, + __pyx_e_5spacy_6lexeme_FLAG23, + __pyx_e_5spacy_6lexeme_FLAG24, + __pyx_e_5spacy_6lexeme_FLAG25, + __pyx_e_5spacy_6lexeme_FLAG26, + __pyx_e_5spacy_6lexeme_FLAG27, + __pyx_e_5spacy_6lexeme_FLAG28, + __pyx_e_5spacy_6lexeme_FLAG29, + __pyx_e_5spacy_6lexeme_FLAG30, + __pyx_e_5spacy_6lexeme_FLAG31, + __pyx_e_5spacy_6lexeme_FLAG32, + __pyx_e_5spacy_6lexeme_FLAG33, + __pyx_e_5spacy_6lexeme_FLAG34, + __pyx_e_5spacy_6lexeme_FLAG35, + __pyx_e_5spacy_6lexeme_FLAG36, + __pyx_e_5spacy_6lexeme_FLAG37, + __pyx_e_5spacy_6lexeme_FLAG38, + __pyx_e_5spacy_6lexeme_FLAG39, + __pyx_e_5spacy_6lexeme_FLAG40, + __pyx_e_5spacy_6lexeme_FLAG41, + __pyx_e_5spacy_6lexeme_FLAG42, + __pyx_e_5spacy_6lexeme_FLAG43, + __pyx_e_5spacy_6lexeme_FLAG44, + __pyx_e_5spacy_6lexeme_FLAG45, + __pyx_e_5spacy_6lexeme_FLAG46, + __pyx_e_5spacy_6lexeme_FLAG47, + __pyx_e_5spacy_6lexeme_FLAG48, + __pyx_e_5spacy_6lexeme_FLAG49, + __pyx_e_5spacy_6lexeme_FLAG50, + __pyx_e_5spacy_6lexeme_FLAG51, + __pyx_e_5spacy_6lexeme_FLAG52, + __pyx_e_5spacy_6lexeme_FLAG53, + __pyx_e_5spacy_6lexeme_FLAG54, + __pyx_e_5spacy_6lexeme_FLAG55, + __pyx_e_5spacy_6lexeme_FLAG56, + __pyx_e_5spacy_6lexeme_FLAG57, + __pyx_e_5spacy_6lexeme_FLAG58, + __pyx_e_5spacy_6lexeme_FLAG59, + __pyx_e_5spacy_6lexeme_FLAG60, + __pyx_e_5spacy_6lexeme_FLAG61, + __pyx_e_5spacy_6lexeme_FLAG62, + __pyx_e_5spacy_6lexeme_FLAG63, + __pyx_e_5spacy_6lexeme_ID, + __pyx_e_5spacy_6lexeme_SIC, + __pyx_e_5spacy_6lexeme_DENSE, + __pyx_e_5spacy_6lexeme_SHAPE, + __pyx_e_5spacy_6lexeme_PREFIX, + __pyx_e_5spacy_6lexeme_SUFFIX, + __pyx_e_5spacy_6lexeme_LENGTH, + __pyx_e_5spacy_6lexeme_CLUSTER, + __pyx_e_5spacy_6lexeme_POS_TYPE, + __pyx_e_5spacy_6lexeme_LEMMA +}; + +/* "spacy/lexeme.pxd":86 + * + * + * cdef struct Lexeme: # <<<<<<<<<<<<<< + * flags_t flags + * + */ +struct __pyx_t_5spacy_6lexeme_Lexeme { + __pyx_t_5spacy_8typedefs_flags_t flags; + __pyx_t_5spacy_8typedefs_attr_t id; + __pyx_t_5spacy_8typedefs_attr_t sic; + __pyx_t_5spacy_8typedefs_attr_t dense; + __pyx_t_5spacy_8typedefs_attr_t shape; + __pyx_t_5spacy_8typedefs_attr_t prefix; + __pyx_t_5spacy_8typedefs_attr_t suffix; + __pyx_t_5spacy_8typedefs_attr_t length; + __pyx_t_5spacy_8typedefs_attr_t cluster; + __pyx_t_5spacy_8typedefs_attr_t pos_type; + float prob; + float sentiment; +}; +struct __pyx_t_5thinc_8features_Template; +struct __pyx_t_5thinc_8features_Feature; + +/* "thinc/features.pxd":8 + * + * + * cdef struct Template: # <<<<<<<<<<<<<< + * int[MAX_TEMPLATE_LEN] indices + * int length + */ +struct __pyx_t_5thinc_8features_Template { + int indices[10]; + int length; + __pyx_t_5thinc_8typedefs_atom_t atoms[10]; +}; + +/* "thinc/features.pxd":14 + * + * + * cdef struct Feature: # <<<<<<<<<<<<<< + * int i + * feat_t key + */ +struct __pyx_t_5thinc_8features_Feature { + int i; + __pyx_t_5thinc_8typedefs_feat_t key; + __pyx_t_5thinc_8typedefs_weight_t value; +}; +struct __pyx_t_5thinc_7weights_WeightLine; +struct __pyx_t_5thinc_7weights_MetaData; +struct __pyx_t_5thinc_7weights_MDLine; +struct __pyx_t_5thinc_7weights_TrainFeat; + +/* "thinc/weights.pxd":20 + * DEF LINE_SIZE = 8 + * + * ctypedef weight_t[LINE_SIZE] weight_line_t # <<<<<<<<<<<<<< + * + * + */ +typedef __pyx_t_5thinc_8typedefs_weight_t __pyx_t_5thinc_7weights_weight_line_t[8]; + +/* "thinc/weights.pxd":25 + * # A set of weights, to be read in. Start indicates the class that w[0] refers + * # to. Subsequent weights go from there. + * cdef struct WeightLine: # <<<<<<<<<<<<<< + * weight_line_t line + * int start + */ +struct __pyx_t_5thinc_7weights_WeightLine { + __pyx_t_5thinc_7weights_weight_line_t line; + int start; +}; + +/* "thinc/weights.pxd":30 + * + * + * cdef struct MetaData: # <<<<<<<<<<<<<< + * weight_t total + * time_t time + */ +struct __pyx_t_5thinc_7weights_MetaData { + __pyx_t_5thinc_8typedefs_weight_t total; + __pyx_t_5thinc_8typedefs_time_t time; +}; + +/* "thinc/weights.pxd":37 + * + * + * cdef struct MDLine: # <<<<<<<<<<<<<< + * MetaData[LINE_SIZE] line + * + */ +struct __pyx_t_5thinc_7weights_MDLine { + struct __pyx_t_5thinc_7weights_MetaData line[8]; +}; + +/* "thinc/weights.pxd":41 + * + * + * cdef struct TrainFeat: # <<<<<<<<<<<<<< + * WeightLine* weights + * MDLine* meta + */ +struct __pyx_t_5thinc_7weights_TrainFeat { + struct __pyx_t_5thinc_7weights_WeightLine *weights; + struct __pyx_t_5thinc_7weights_MDLine *meta; + uint32_t length; + uint32_t _resize_at; +}; +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict; + +/* "spacy/tagger.pxd":16 + * + * cdef class Tagger: + * cdef class_t predict(self, const atom_t* context, object golds=*) except * # <<<<<<<<<<<<<< + * + * cpdef readonly Pool mem + */ +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict { + int __pyx_n; + PyObject *golds; +}; +struct __pyx_t_5spacy_10morphology_PosTag; + +/* "spacy/morphology.pxd":12 + * + * # Google universal tag set + * cpdef enum univ_tag_t: # <<<<<<<<<<<<<< + * NO_TAG + * ADJ + */ +enum __pyx_t_5spacy_10morphology_univ_tag_t { + __pyx_e_5spacy_10morphology_NO_TAG, + __pyx_e_5spacy_10morphology_ADJ, + __pyx_e_5spacy_10morphology_ADV, + __pyx_e_5spacy_10morphology_ADP, + __pyx_e_5spacy_10morphology_CONJ, + __pyx_e_5spacy_10morphology_DET, + __pyx_e_5spacy_10morphology_NOUN, + __pyx_e_5spacy_10morphology_NUM, + __pyx_e_5spacy_10morphology_PRON, + __pyx_e_5spacy_10morphology_PRT, + __pyx_e_5spacy_10morphology_VERB, + __pyx_e_5spacy_10morphology_X, + __pyx_e_5spacy_10morphology_PUNCT, + __pyx_e_5spacy_10morphology_EOL, + __pyx_e_5spacy_10morphology_N_UNIV_TAGS +}; + +/* "spacy/morphology.pxd":30 + * + * + * cdef struct PosTag: # <<<<<<<<<<<<<< + * Morphology morph + * int id + */ +struct __pyx_t_5spacy_10morphology_PosTag { + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int id; + enum __pyx_t_5spacy_10morphology_univ_tag_t pos; +}; +union __pyx_t_5spacy_4lang_LexemesOrTokens; +struct __pyx_t_5spacy_4lang_Cached; + +/* "spacy/lang.pxd":16 + * + * + * cdef union LexemesOrTokens: # <<<<<<<<<<<<<< + * const Lexeme* const* lexemes + * TokenC* tokens + */ +union __pyx_t_5spacy_4lang_LexemesOrTokens { + struct __pyx_t_5spacy_6lexeme_Lexeme const *const *lexemes; + struct __pyx_t_5spacy_6tokens_TokenC *tokens; +}; + +/* "spacy/lang.pxd":21 + * + * + * cdef struct Cached: # <<<<<<<<<<<<<< + * LexemesOrTokens data + * bint is_lex + */ +struct __pyx_t_5spacy_4lang_Cached { + union __pyx_t_5spacy_4lang_LexemesOrTokens data; + int is_lex; + int length; +}; +struct __pyx_t_5spacy_6tokens_TokenC; + +/* "spacy/tokens.pxd":17 + * + * + * cdef struct TokenC: # <<<<<<<<<<<<<< + * const Lexeme* lex + * Morphology morph + */ +struct __pyx_t_5spacy_6tokens_TokenC { + struct __pyx_t_5spacy_6lexeme_Lexeme const *lex; + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int idx; + int pos; + int lemma; + int sense; + int head; + int dep_tag; + uint32_t l_kids; + uint32_t r_kids; +}; + +/* "spacy/tokens.pxd":30 + * + * + * ctypedef const Lexeme* const_Lexeme_ptr # <<<<<<<<<<<<<< + * ctypedef TokenC* TokenC_ptr + * + */ +typedef struct __pyx_t_5spacy_6lexeme_Lexeme const *__pyx_t_5spacy_6tokens_const_Lexeme_ptr; + +/* "spacy/tokens.pxd":31 + * + * ctypedef const Lexeme* const_Lexeme_ptr + * ctypedef TokenC* TokenC_ptr # <<<<<<<<<<<<<< + * + * ctypedef fused LexemeOrToken: + */ +typedef struct __pyx_t_5spacy_6tokens_TokenC *__pyx_t_5spacy_6tokens_TokenC_ptr; +struct __pyx_t_5spacy_6syntax_6_state_State; + +/* "spacy/syntax/_state.pxd":8 + * + * + * cdef struct State: # <<<<<<<<<<<<<< + * TokenC** stack + * TokenC* sent + */ +struct __pyx_t_5spacy_6syntax_6_state_State { + struct __pyx_t_5spacy_6tokens_TokenC **stack; + struct __pyx_t_5spacy_6tokens_TokenC *sent; + int i; + int sent_len; + int stack_len; +}; + +/* "spacy/syntax/_parse_features.pxd":23 + * + * # NB: The order of the enum is _NOT_ arbitrary!! + * cpdef enum: # <<<<<<<<<<<<<< + * S2w + * S2p + */ +enum { + __pyx_e_5spacy_6syntax_15_parse_features_S2w, + __pyx_e_5spacy_6syntax_15_parse_features_S2p, + __pyx_e_5spacy_6syntax_15_parse_features_S2c, + __pyx_e_5spacy_6syntax_15_parse_features_S2c4, + __pyx_e_5spacy_6syntax_15_parse_features_S2c6, + __pyx_e_5spacy_6syntax_15_parse_features_S2L, + __pyx_e_5spacy_6syntax_15_parse_features_S1w, + __pyx_e_5spacy_6syntax_15_parse_features_S1p, + __pyx_e_5spacy_6syntax_15_parse_features_S1c, + __pyx_e_5spacy_6syntax_15_parse_features_S1c4, + __pyx_e_5spacy_6syntax_15_parse_features_S1c6, + __pyx_e_5spacy_6syntax_15_parse_features_S1L, + __pyx_e_5spacy_6syntax_15_parse_features_S1rw, + __pyx_e_5spacy_6syntax_15_parse_features_S1rp, + __pyx_e_5spacy_6syntax_15_parse_features_S1rc, + __pyx_e_5spacy_6syntax_15_parse_features_S1rc4, + __pyx_e_5spacy_6syntax_15_parse_features_S1rc6, + __pyx_e_5spacy_6syntax_15_parse_features_S1rL, + __pyx_e_5spacy_6syntax_15_parse_features_S0lw, + __pyx_e_5spacy_6syntax_15_parse_features_S0lp, + __pyx_e_5spacy_6syntax_15_parse_features_S0lc, + __pyx_e_5spacy_6syntax_15_parse_features_S0lc4, + __pyx_e_5spacy_6syntax_15_parse_features_S0lc6, + __pyx_e_5spacy_6syntax_15_parse_features_S0lL, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2w, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2p, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2c, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2c4, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2c6, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2L, + __pyx_e_5spacy_6syntax_15_parse_features_S0w, + __pyx_e_5spacy_6syntax_15_parse_features_S0p, + __pyx_e_5spacy_6syntax_15_parse_features_S0c, + __pyx_e_5spacy_6syntax_15_parse_features_S0c4, + __pyx_e_5spacy_6syntax_15_parse_features_S0c6, + __pyx_e_5spacy_6syntax_15_parse_features_S0L, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2w, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2p, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2c, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2c4, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2c6, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2L, + __pyx_e_5spacy_6syntax_15_parse_features_S0rw, + __pyx_e_5spacy_6syntax_15_parse_features_S0rp, + __pyx_e_5spacy_6syntax_15_parse_features_S0rc, + __pyx_e_5spacy_6syntax_15_parse_features_S0rc4, + __pyx_e_5spacy_6syntax_15_parse_features_S0rc6, + __pyx_e_5spacy_6syntax_15_parse_features_S0rL, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2w, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2p, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2c, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2c4, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2c6, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2L, + __pyx_e_5spacy_6syntax_15_parse_features_N0lw, + __pyx_e_5spacy_6syntax_15_parse_features_N0lp, + __pyx_e_5spacy_6syntax_15_parse_features_N0lc, + __pyx_e_5spacy_6syntax_15_parse_features_N0lc4, + __pyx_e_5spacy_6syntax_15_parse_features_N0lc6, + __pyx_e_5spacy_6syntax_15_parse_features_N0lL, + __pyx_e_5spacy_6syntax_15_parse_features_N0w, + __pyx_e_5spacy_6syntax_15_parse_features_N0p, + __pyx_e_5spacy_6syntax_15_parse_features_N0c, + __pyx_e_5spacy_6syntax_15_parse_features_N0c4, + __pyx_e_5spacy_6syntax_15_parse_features_N0c6, + __pyx_e_5spacy_6syntax_15_parse_features_N0L, + __pyx_e_5spacy_6syntax_15_parse_features_N1w, + __pyx_e_5spacy_6syntax_15_parse_features_N1p, + __pyx_e_5spacy_6syntax_15_parse_features_N1c, + __pyx_e_5spacy_6syntax_15_parse_features_N1c4, + __pyx_e_5spacy_6syntax_15_parse_features_N1c6, + __pyx_e_5spacy_6syntax_15_parse_features_N1L, + __pyx_e_5spacy_6syntax_15_parse_features_N2w, + __pyx_e_5spacy_6syntax_15_parse_features_N2p, + __pyx_e_5spacy_6syntax_15_parse_features_N2c, + __pyx_e_5spacy_6syntax_15_parse_features_N2c4, + __pyx_e_5spacy_6syntax_15_parse_features_N2c6, + __pyx_e_5spacy_6syntax_15_parse_features_N2L, + __pyx_e_5spacy_6syntax_15_parse_features_dist, + __pyx_e_5spacy_6syntax_15_parse_features_N0lv, + __pyx_e_5spacy_6syntax_15_parse_features_S0lv, + __pyx_e_5spacy_6syntax_15_parse_features_S0rv, + __pyx_e_5spacy_6syntax_15_parse_features_S1lv, + __pyx_e_5spacy_6syntax_15_parse_features_S1rv, + __pyx_e_5spacy_6syntax_15_parse_features_CONTEXT_SIZE +}; + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ +struct __pyx_obj_5cymem_5cymem_Pool { + PyObject_HEAD + struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtab; + size_t size; + PyObject *addresses; +}; + + +/* "cymem/cymem.pxd":10 + * + * + * cdef class Address: # <<<<<<<<<<<<<< + * cdef void* ptr + */ +struct __pyx_obj_5cymem_5cymem_Address { + PyObject_HEAD + void *ptr; +}; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ +struct __pyx_obj_7preshed_4maps_PreshMap { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtab; + struct __pyx_t_7preshed_4maps_MapStruct *c_map; + struct __pyx_obj_5cymem_5cymem_Pool *mem; +}; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ +struct __pyx_obj_7preshed_4maps_PreshMapArray { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_7preshed_4maps_MapStruct *maps; + size_t length; +}; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ +struct __pyx_obj_5spacy_10utf8string_StringStore { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; + struct __pyx_t_5spacy_10utf8string_Utf8Str *strings; + int size; + int _resize_at; +}; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ +struct __pyx_obj_5thinc_5cache_ScoresCache { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtab; + size_t i; + size_t max_size; + __pyx_t_5thinc_8typedefs_class_t scores_size; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + __pyx_t_5thinc_8typedefs_weight_t **_arrays; + __pyx_t_5thinc_8typedefs_weight_t *_scores_if_full; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + size_t n_hit; + size_t n_total; +}; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ +struct __pyx_obj_5thinc_8features_Extractor { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_5thinc_8features_Template *templates; + struct __pyx_t_5thinc_8features_Feature *feats; + int n_templ; +}; + +struct __pyx_obj_5thinc_7learner_LinearModel { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtab; + __pyx_t_5thinc_8typedefs_time_t time; + __pyx_t_5thinc_8typedefs_class_t nr_class; + int nr_templates; + size_t n_corr; + size_t total; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMapArray *weights; + struct __pyx_obj_5thinc_5cache_ScoresCache *cache; + __pyx_t_5thinc_8typedefs_weight_t *scores; + struct __pyx_t_5thinc_7weights_WeightLine *_weight_lines; + size_t _max_wl; +}; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Writer { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Reader { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ +struct __pyx_obj_5spacy_6tagger_Tagger { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5thinc_8features_Extractor *extractor; + struct __pyx_obj_5thinc_7learner_LinearModel *model; + PyObject *tag_names; + PyObject *tagdict; +}; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ +struct __pyx_obj_5spacy_10morphology_Morphologizer { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + PyObject *lemmatizer; + struct __pyx_t_5spacy_10morphology_PosTag *tags; + PyObject *tag_names; + struct __pyx_obj_7preshed_4maps_PreshMapArray *_cache; +}; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ +struct __pyx_obj_5spacy_4lang_Lexicon { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtab; + PyObject *get_lex_props; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + std::vector lexemes; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; +}; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ +struct __pyx_obj_5spacy_4lang_Language { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + PyObject *name; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + struct __pyx_obj_7preshed_4maps_PreshMap *_specials; + struct __pyx_obj_5spacy_4lang_Lexicon *lexicon; + struct __pyx_obj_5spacy_6tagger_Tagger *pos_tagger; + struct __pyx_obj_5spacy_10morphology_Morphologizer *morphologizer; + struct __pyx_obj_7preshed_4maps_PreshMap *_pos_cache; + PyObject *_prefix_re; + PyObject *_suffix_re; + PyObject *_infix_re; +}; + +struct __pyx_obj_5spacy_6tokens_Tokens { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_4lang_Language *lang; + PyObject *tag_names; + struct __pyx_t_5spacy_6tokens_TokenC *data; + int length; + int max_length; +}; + + +/* "spacy/tokens.pxd":53 + * + * + * cdef class Token: # <<<<<<<<<<<<<< + * cdef public Language lang + * cdef public int i + */ +struct __pyx_obj_5spacy_6tokens_Token { + PyObject_HEAD + struct __pyx_obj_5spacy_4lang_Language *lang; + int i; + int idx; + int pos; + int lemma; + __pyx_t_5thinc_8typedefs_atom_t id; + __pyx_t_5thinc_8typedefs_atom_t cluster; + __pyx_t_5thinc_8typedefs_atom_t length; + __pyx_t_5thinc_8typedefs_atom_t postype; + __pyx_t_5thinc_8typedefs_atom_t sensetype; + __pyx_t_5thinc_8typedefs_atom_t sic; + __pyx_t_5thinc_8typedefs_atom_t norm; + __pyx_t_5thinc_8typedefs_atom_t shape; + __pyx_t_5thinc_8typedefs_atom_t asciied; + __pyx_t_5thinc_8typedefs_atom_t prefix; + __pyx_t_5thinc_8typedefs_atom_t suffix; + float prob; + __pyx_t_5spacy_8typedefs_flags_t flags; +}; + + + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ + +struct __pyx_vtabstruct_5cymem_5cymem_Pool { + void *(*alloc)(struct __pyx_obj_5cymem_5cymem_Pool *, size_t, size_t); + void (*free)(struct __pyx_obj_5cymem_5cymem_Pool *, void *); + void *(*realloc)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, size_t); +}; +static struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtabptr_5cymem_5cymem_Pool; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMap { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtabptr_7preshed_4maps_PreshMap; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtabptr_7preshed_4maps_PreshMapArray; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ + +struct __pyx_vtabstruct_5spacy_10utf8string_StringStore { + struct __pyx_t_5spacy_10utf8string_Utf8Str const *(*intern)(struct __pyx_obj_5spacy_10utf8string_StringStore *, char *, int); +}; +static struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtabptr_5spacy_10utf8string_StringStore; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ + +struct __pyx_vtabstruct_5thinc_5cache_ScoresCache { + __pyx_t_5thinc_8typedefs_weight_t *(*lookup)(struct __pyx_obj_5thinc_5cache_ScoresCache *, __pyx_t_5thinc_8typedefs_class_t, void *, int *); +}; +static struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtabptr_5thinc_5cache_ScoresCache; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ + +struct __pyx_vtabstruct_5thinc_8features_Extractor { + struct __pyx_t_5thinc_8features_Feature *(*get_feats)(struct __pyx_obj_5thinc_8features_Extractor *, __pyx_t_5thinc_8typedefs_atom_t *, int *); + int (*set_feats)(struct __pyx_obj_5thinc_8features_Extractor *, struct __pyx_t_5thinc_8features_Feature *, __pyx_t_5thinc_8typedefs_atom_t *); +}; +static struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtabptr_5thinc_8features_Extractor; + + +struct __pyx_vtabstruct_5thinc_7learner_LinearModel { + int (*set_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, __pyx_t_5thinc_8typedefs_weight_t *, struct __pyx_t_5thinc_8features_Feature *, int); + __pyx_t_5thinc_8typedefs_weight_t *(*get_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, struct __pyx_t_5thinc_8features_Feature *, int); + int (*update)(struct __pyx_obj_5thinc_7learner_LinearModel *, PyObject *, int __pyx_skip_dispatch); +}; +static struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtabptr_5thinc_7learner_LinearModel; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Writer { + int (*write)(struct __pyx_obj_5thinc_7learner__Writer *, int, __pyx_t_5thinc_8typedefs_feat_t, struct __pyx_t_5thinc_7weights_TrainFeat *); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtabptr_5thinc_7learner__Writer; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Reader { + int (*read)(struct __pyx_obj_5thinc_7learner__Reader *, struct __pyx_obj_5cymem_5cymem_Pool *, int *, __pyx_t_5thinc_8typedefs_feat_t *, struct __pyx_t_5thinc_7weights_TrainFeat **); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtabptr_5thinc_7learner__Reader; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ + +struct __pyx_vtabstruct_5spacy_6tagger_Tagger { + __pyx_t_5thinc_8typedefs_class_t (*predict)(struct __pyx_obj_5spacy_6tagger_Tagger *, __pyx_t_5thinc_8typedefs_atom_t const *, struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict *__pyx_optional_args); +}; +static struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtabptr_5spacy_6tagger_Tagger; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ + +struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer { + int (*lemmatize)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, enum __pyx_t_5spacy_10morphology_univ_tag_t const , struct __pyx_t_5spacy_6lexeme_Lexeme const *); + int (*set_morph)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, int const , struct __pyx_t_5spacy_6tokens_TokenC *); +}; +static struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtabptr_5spacy_10morphology_Morphologizer; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ + +struct __pyx_vtabstruct_5spacy_4lang_Lexicon { + struct __pyx_t_5spacy_6lexeme_Lexeme const *(*get)(struct __pyx_obj_5spacy_4lang_Lexicon *, struct __pyx_obj_5cymem_5cymem_Pool *, struct __pyx_t_5spacy_10utf8string_UniStr *); +}; +static struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtabptr_5spacy_4lang_Lexicon; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ + +struct __pyx_vtabstruct_5spacy_4lang_Language { + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokens_from_list)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokenize)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); + int (*_try_cache)(struct __pyx_obj_5spacy_4lang_Language *, int, __pyx_t_5spacy_8typedefs_hash_t, struct __pyx_obj_5spacy_6tokens_Tokens *); + int (*_tokenize)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_obj_5spacy_6tokens_Tokens *, struct __pyx_t_5spacy_10utf8string_UniStr *, int, int); + struct __pyx_t_5spacy_10utf8string_UniStr *(*_split_affixes)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_t_5spacy_10utf8string_UniStr *, std::vector *, std::vector *); + int (*_attach_tokens)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_obj_5spacy_6tokens_Tokens *, int, struct __pyx_t_5spacy_10utf8string_UniStr *, std::vector *, std::vector *); + int (*_find_prefix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_find_suffix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_find_infix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_save_cached)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_t_5spacy_6tokens_TokenC const *, __pyx_t_5spacy_8typedefs_hash_t, int); +}; +static struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtabptr_5spacy_4lang_Language; + + +struct __pyx_vtabstruct_5spacy_6tokens_Tokens { + PyArrayObject *(*get_array)(struct __pyx_obj_5spacy_6tokens_Tokens *, PyObject *, int __pyx_skip_dispatch); + int (*__pyx_fuse_0push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_const_Lexeme_ptr); + int (*__pyx_fuse_1push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_TokenC_ptr); +}; +static struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtabptr_5spacy_6tokens_Tokens; +#ifndef CYTHON_REFNANNY + #define CYTHON_REFNANNY 0 +#endif +#if CYTHON_REFNANNY + typedef struct { + void (*INCREF)(void*, PyObject*, int); + void (*DECREF)(void*, PyObject*, int); + void (*GOTREF)(void*, PyObject*, int); + void (*GIVEREF)(void*, PyObject*, int); + void* (*SetupContext)(const char*, int, const char*); + void (*FinishContext)(void**); + } __Pyx_RefNannyAPIStruct; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; 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+ +#if CYTHON_CCOMPLEX + #define __Pyx_c_eqf(a, b) ((a)==(b)) + #define __Pyx_c_sumf(a, b) ((a)+(b)) + #define __Pyx_c_difff(a, b) ((a)-(b)) + #define __Pyx_c_prodf(a, b) ((a)*(b)) + #define __Pyx_c_quotf(a, b) ((a)/(b)) + #define __Pyx_c_negf(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zerof(z) ((z)==(float)0) + #define __Pyx_c_conjf(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_absf(z) (::std::abs(z)) + #define __Pyx_c_powf(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zerof(z) ((z)==0) + #define __Pyx_c_conjf(z) (conjf(z)) + #if 1 + #define __Pyx_c_absf(z) (cabsf(z)) + #define __Pyx_c_powf(a, b) (cpowf(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); + #endif +#endif + +static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); + +#if CYTHON_CCOMPLEX + #define __Pyx_c_eq(a, b) ((a)==(b)) + #define __Pyx_c_sum(a, b) ((a)+(b)) + #define __Pyx_c_diff(a, b) ((a)-(b)) + #define __Pyx_c_prod(a, b) ((a)*(b)) + #define __Pyx_c_quot(a, b) ((a)/(b)) + #define __Pyx_c_neg(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zero(z) ((z)==(double)0) + #define __Pyx_c_conj(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_abs(z) (::std::abs(z)) + #define __Pyx_c_pow(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zero(z) ((z)==0) + #define __Pyx_c_conj(z) (conj(z)) + #if 1 + #define __Pyx_c_abs(z) (cabs(z)) + #define __Pyx_c_pow(a, b) (cpow(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value); + +#include + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value); + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); + +static int __Pyx_check_binary_version(void); + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); + +#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 + +static PyObject *__Pyx_ImportModule(const char *name); + +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); + +static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig); + +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); + + +/* Module declarations from 'libc.stdint' */ + +/* Module declarations from 'thinc.typedefs' */ + +/* Module declarations from 'cymem.cymem' */ +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool = 0; +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Address = 0; + +/* Module declarations from 'cpython.buffer' */ + +/* Module declarations from 'cpython.ref' */ + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'cpython.object' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.type' */ +static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'numpy' */ + +/* Module declarations from 'numpy' */ +static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; +static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; +static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; +static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; +static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; +static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ + +/* Module declarations from 'spacy.typedefs' */ + +/* Module declarations from 'preshed.maps' */ +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap = 0; +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray = 0; + +/* Module declarations from 'murmurhash.mrmr' */ +static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/ + +/* Module declarations from 'spacy.utf8string' */ +static PyTypeObject *__pyx_ptype_5spacy_10utf8string_StringStore = 0; + +/* Module declarations from 'spacy.lexeme' */ +static struct __pyx_t_5spacy_6lexeme_Lexeme *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0; +#define __pyx_v_5spacy_6lexeme_EMPTY_LEXEME (*__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME) +static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_check_flag(struct __pyx_t_5spacy_6lexeme_Lexeme const *, enum __pyx_t_5spacy_6lexeme_attr_id_t); /*proto*/ + +/* Module declarations from 'libcpp.vector' */ + +/* Module declarations from 'cpython.version' */ + +/* Module declarations from 'cpython.exc' */ + +/* Module declarations from 'cpython.module' */ + +/* Module declarations from 'cpython.mem' */ + +/* Module declarations from 'cpython.tuple' */ + +/* Module declarations from 'cpython.list' */ + +/* Module declarations from 'cpython.sequence' */ + +/* Module declarations from 'cpython.mapping' */ + +/* Module declarations from 'cpython.iterator' */ + +/* Module declarations from 'cpython.number' */ + +/* Module declarations from 'cpython.int' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.bool' */ +static PyTypeObject *__pyx_ptype_7cpython_4bool_bool = 0; + +/* Module declarations from 'cpython.long' */ + +/* Module declarations from 'cpython.float' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.complex' */ +static PyTypeObject *__pyx_ptype_7cpython_7complex_complex = 0; + +/* Module declarations from 'cpython.string' */ + +/* Module declarations from 'cpython.unicode' */ + +/* Module declarations from 'cpython.dict' */ + +/* Module declarations from 'cpython.instance' */ + +/* Module declarations from 'cpython.function' */ + +/* Module declarations from 'cpython.method' */ + +/* Module declarations from 'cpython.weakref' */ + +/* Module declarations from 'cpython.getargs' */ + +/* Module declarations from 'cpython.pythread' */ + +/* Module declarations from 'cpython.pystate' */ + +/* Module declarations from 'cpython.cobject' */ + +/* Module declarations from 'cpython.oldbuffer' */ + +/* Module declarations from 'cpython.set' */ + +/* Module declarations from 'cpython.bytes' */ + +/* Module declarations from 'cpython.pycapsule' */ + +/* Module declarations from 'cpython' */ + +/* Module declarations from 'thinc.cache' */ +static PyTypeObject *__pyx_ptype_5thinc_5cache_ScoresCache = 0; + +/* Module declarations from 'thinc.features' */ +static PyTypeObject *__pyx_ptype_5thinc_8features_Extractor = 0; + +/* Module declarations from 'thinc.weights' */ + +/* Module declarations from 'thinc.learner' */ +static PyTypeObject *__pyx_ptype_5thinc_7learner_LinearModel = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Writer = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Reader = 0; + +/* Module declarations from 'spacy.tagger' */ +static PyTypeObject *__pyx_ptype_5spacy_6tagger_Tagger = 0; + +/* Module declarations from 'spacy.morphology' */ +static PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphologizer = 0; + +/* Module declarations from 'spacy.lang' */ +static PyTypeObject *__pyx_ptype_5spacy_4lang_Lexicon = 0; +static PyTypeObject *__pyx_ptype_5spacy_4lang_Language = 0; + +/* Module declarations from 'spacy.tokens' */ +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Tokens = 0; +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Token = 0; + +/* Module declarations from 'spacy.syntax._state' */ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_n0(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_n1(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_n2(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s0(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s1(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s2(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static struct __pyx_t_5spacy_6tokens_TokenC *(*__pyx_f_5spacy_6syntax_6_state_get_right)(struct __pyx_t_5spacy_6syntax_6_state_State *, struct __pyx_t_5spacy_6tokens_TokenC *, int); /*proto*/ +static struct __pyx_t_5spacy_6tokens_TokenC *(*__pyx_f_5spacy_6syntax_6_state_get_left)(struct __pyx_t_5spacy_6syntax_6_state_State *, struct __pyx_t_5spacy_6tokens_TokenC *, int); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_at_eol(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ + +/* Module declarations from 'spacy.syntax._parse_features' */ +static CYTHON_INLINE void __pyx_f_5spacy_6syntax_15_parse_features_fill_token(__pyx_t_5thinc_8typedefs_atom_t *, struct __pyx_t_5spacy_6tokens_TokenC const *); /*proto*/ +#define __Pyx_MODULE_NAME "spacy.syntax._parse_features" +int __pyx_module_is_main_spacy__syntax___parse_features = 0; + +/* Implementation of 'spacy.syntax._parse_features' */ +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_RuntimeError; +static PyObject *__pyx_pf_5spacy_6syntax_15_parse_features_pos_bigrams(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ +static char __pyx_k_B[] = "B"; +static char __pyx_k_H[] = "H"; +static char __pyx_k_I[] = "I"; +static char __pyx_k_L[] = "L"; +static char __pyx_k_O[] = "O"; +static char __pyx_k_Q[] = "Q"; +static char __pyx_k_b[] = "b"; +static char __pyx_k_d[] = "d"; +static char __pyx_k_f[] = "f"; +static char __pyx_k_g[] = "g"; +static char __pyx_k_h[] = "h"; +static char __pyx_k_i[] = "i"; +static char __pyx_k_l[] = "l"; +static char __pyx_k_q[] = "q"; +static char __pyx_k_Zd[] = "Zd"; +static char __pyx_k_Zf[] = "Zf"; +static char __pyx_k_Zg[] = "Zg"; +static char __pyx_k_t1[] = "t1"; +static char __pyx_k_t2[] = "t2"; +static char __pyx_k_end[] = "end"; +static char __pyx_k_feat[] = "feat"; +static char __pyx_k_file[] = "file"; +static char __pyx_k_main[] = "__main__"; +static char __pyx_k_test[] = "__test__"; +static char __pyx_k_print[] = "print"; +static char __pyx_k_range[] = "range"; +static char __pyx_k_bitags[] = "bitags"; +static char __pyx_k_import[] = "__import__"; +static char __pyx_k_kernels[] = "kernels"; +static char __pyx_k_clusters[] = "clusters"; +static char __pyx_k_arc_eager[] = "arc_eager"; +static char __pyx_k_itertools[] = "itertools"; +static char __pyx_k_ValueError[] = "ValueError"; +static char __pyx_k_label_sets[] = "label_sets"; +static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; +static char __pyx_k_pos_bigrams[] = "pos_bigrams"; +static char __pyx_k_RuntimeError[] = "RuntimeError"; +static char __pyx_k_combinations[] = "combinations"; +static char __pyx_k_extra_labels[] = "extra_labels"; +static char __pyx_k_Adding_d_bitags[] = "Adding %d bitags"; +static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; +static char __pyx_k_spacy_syntax__parse_features[] = "spacy.syntax._parse_features"; +static char __pyx_k_Fill_an_array_context_with_ever[] = "\nFill an array, context, with every _atomic_ value our features reference.\nWe then write the _actual features_ as tuples of the atoms. The machinery\nthat translates from the tuples to feature-extractors (which pick the values\nout of \"context\") is in features/extractor.pyx\n\nThe atomic feature names are listed in a big enum, so that the feature tuples\ncan refer to them.\n"; +static char __pyx_k_Users_matt_repos_spaCy_spacy_sy[] = "/Users/matt/repos/spaCy/spacy/syntax/_parse_features.pyx"; +static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; +static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; +static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; +static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; +static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; +static PyObject *__pyx_kp_s_Adding_d_bitags; +static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; +static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; +static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; +static PyObject *__pyx_n_s_RuntimeError; +static PyObject *__pyx_kp_s_Users_matt_repos_spaCy_spacy_sy; +static PyObject *__pyx_n_s_ValueError; +static PyObject *__pyx_n_s_arc_eager; +static PyObject *__pyx_n_s_bitags; +static PyObject *__pyx_n_s_clusters; +static PyObject *__pyx_n_s_combinations; +static PyObject *__pyx_n_s_end; +static PyObject *__pyx_n_s_extra_labels; +static PyObject *__pyx_n_s_feat; +static PyObject *__pyx_n_s_file; +static PyObject *__pyx_n_s_import; +static PyObject *__pyx_n_s_itertools; +static PyObject *__pyx_n_s_kernels; +static PyObject *__pyx_n_s_label_sets; +static PyObject *__pyx_n_s_main; +static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; +static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; +static PyObject *__pyx_n_s_pos_bigrams; +static PyObject *__pyx_n_s_print; +static PyObject *__pyx_n_s_pyx_vtable; +static PyObject *__pyx_n_s_range; +static PyObject *__pyx_n_s_spacy_syntax__parse_features; +static PyObject *__pyx_n_s_t1; +static PyObject *__pyx_n_s_t2; +static PyObject *__pyx_n_s_test; +static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; +static PyObject *__pyx_int_1; +static PyObject *__pyx_int_2; +static PyObject *__pyx_tuple_; +static PyObject *__pyx_tuple__2; +static PyObject *__pyx_tuple__3; +static PyObject *__pyx_tuple__4; +static PyObject *__pyx_tuple__5; +static PyObject *__pyx_tuple__6; +static PyObject *__pyx_tuple__7; +static PyObject *__pyx_codeobj__8; + +/* "spacy/syntax/_parse_features.pyx":19 + * + * + * cdef inline void fill_token(atom_t* context, const TokenC* token) nogil: # <<<<<<<<<<<<<< + * context[0] = token.lex.sic + * context[1] = token.pos + */ + +static CYTHON_INLINE void __pyx_f_5spacy_6syntax_15_parse_features_fill_token(__pyx_t_5thinc_8typedefs_atom_t *__pyx_v_context, struct __pyx_t_5spacy_6tokens_TokenC const *__pyx_v_token) { + __pyx_t_5spacy_8typedefs_attr_t __pyx_t_1; + int __pyx_t_2; + + /* "spacy/syntax/_parse_features.pyx":20 + * + * cdef inline void fill_token(atom_t* context, const TokenC* token) nogil: + * context[0] = token.lex.sic # <<<<<<<<<<<<<< + * context[1] = token.pos + * context[2] = token.lex.cluster + */ + __pyx_t_1 = __pyx_v_token->lex->sic; + (__pyx_v_context[0]) = __pyx_t_1; + + /* "spacy/syntax/_parse_features.pyx":21 + * cdef inline void fill_token(atom_t* context, const TokenC* token) nogil: + * context[0] = token.lex.sic + * context[1] = token.pos # <<<<<<<<<<<<<< + * context[2] = token.lex.cluster + * # We've read in the string little-endian, so now we can take & (2**n)-1 + */ + __pyx_t_2 = __pyx_v_token->pos; + (__pyx_v_context[1]) = __pyx_t_2; + + /* "spacy/syntax/_parse_features.pyx":22 + * context[0] = token.lex.sic + * context[1] = token.pos + * context[2] = token.lex.cluster # <<<<<<<<<<<<<< + * # We've read in the string little-endian, so now we can take & (2**n)-1 + * # to get the first n bits of the cluster. + */ + __pyx_t_1 = __pyx_v_token->lex->cluster; + (__pyx_v_context[2]) = __pyx_t_1; + + /* "spacy/syntax/_parse_features.pyx":35 + * # 15 is 1111, 63 is 111111 and doing bitwise AND, so getting all bits in + * # the source that are set to 1. + * context[3] = token.lex.cluster & 63 # <<<<<<<<<<<<<< + * context[4] = token.lex.cluster & 15 + * context[5] = token.dep_tag + */ + (__pyx_v_context[3]) = (__pyx_v_token->lex->cluster & 63); 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__pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Type init code ---*/ + /*--- Type import code ---*/ + __pyx_ptype_5cymem_5cymem_Pool = __Pyx_ImportType("cymem.cymem", "Pool", sizeof(struct __pyx_obj_5cymem_5cymem_Pool), 1); if (unlikely(!__pyx_ptype_5cymem_5cymem_Pool)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5cymem_5cymem_Pool = (struct __pyx_vtabstruct_5cymem_5cymem_Pool*)__Pyx_GetVtable(__pyx_ptype_5cymem_5cymem_Pool->tp_dict); if (unlikely(!__pyx_vtabptr_5cymem_5cymem_Pool)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5cymem_5cymem_Address = __Pyx_ImportType("cymem.cymem", "Address", sizeof(struct __pyx_obj_5cymem_5cymem_Address), 1); if (unlikely(!__pyx_ptype_5cymem_5cymem_Address)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", + #if CYTHON_COMPILING_IN_PYPY + sizeof(PyTypeObject), + #else + sizeof(PyHeapTypeObject), + #endif + 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMap = __Pyx_ImportType("preshed.maps", "PreshMap", sizeof(struct __pyx_obj_7preshed_4maps_PreshMap), 1); if (unlikely(!__pyx_ptype_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_7preshed_4maps_PreshMap = (struct __pyx_vtabstruct_7preshed_4maps_PreshMap*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMap->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMapArray = __Pyx_ImportType("preshed.maps", "PreshMapArray", sizeof(struct __pyx_obj_7preshed_4maps_PreshMapArray), 1); if (unlikely(!__pyx_ptype_7preshed_4maps_PreshMapArray)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_7preshed_4maps_PreshMapArray = (struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMapArray->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMapArray)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_10utf8string_StringStore = __Pyx_ImportType("spacy.utf8string", "StringStore", sizeof(struct __pyx_obj_5spacy_10utf8string_StringStore), 1); if (unlikely(!__pyx_ptype_5spacy_10utf8string_StringStore)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_10utf8string_StringStore = (struct __pyx_vtabstruct_5spacy_10utf8string_StringStore*)__Pyx_GetVtable(__pyx_ptype_5spacy_10utf8string_StringStore->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10utf8string_StringStore)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_4bool_bool = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "bool", sizeof(PyBoolObject), 0); if (unlikely(!__pyx_ptype_7cpython_4bool_bool)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_7complex_complex = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "complex", sizeof(PyComplexObject), 0); if (unlikely(!__pyx_ptype_7cpython_7complex_complex)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_5cache_ScoresCache = __Pyx_ImportType("thinc.cache", "ScoresCache", sizeof(struct __pyx_obj_5thinc_5cache_ScoresCache), 1); if (unlikely(!__pyx_ptype_5thinc_5cache_ScoresCache)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_5cache_ScoresCache = (struct __pyx_vtabstruct_5thinc_5cache_ScoresCache*)__Pyx_GetVtable(__pyx_ptype_5thinc_5cache_ScoresCache->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_5cache_ScoresCache)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_8features_Extractor = __Pyx_ImportType("thinc.features", "Extractor", sizeof(struct __pyx_obj_5thinc_8features_Extractor), 1); if (unlikely(!__pyx_ptype_5thinc_8features_Extractor)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_8features_Extractor = (struct __pyx_vtabstruct_5thinc_8features_Extractor*)__Pyx_GetVtable(__pyx_ptype_5thinc_8features_Extractor->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_8features_Extractor)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner_LinearModel = __Pyx_ImportType("thinc.learner", "LinearModel", sizeof(struct __pyx_obj_5thinc_7learner_LinearModel), 1); if (unlikely(!__pyx_ptype_5thinc_7learner_LinearModel)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner_LinearModel = (struct __pyx_vtabstruct_5thinc_7learner_LinearModel*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner_LinearModel->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner_LinearModel)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner__Writer = __Pyx_ImportType("thinc.learner", "_Writer", sizeof(struct __pyx_obj_5thinc_7learner__Writer), 1); if (unlikely(!__pyx_ptype_5thinc_7learner__Writer)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner__Writer = (struct __pyx_vtabstruct_5thinc_7learner__Writer*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner__Writer->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner__Writer)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner__Reader = __Pyx_ImportType("thinc.learner", "_Reader", sizeof(struct __pyx_obj_5thinc_7learner__Reader), 1); if (unlikely(!__pyx_ptype_5thinc_7learner__Reader)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner__Reader = (struct __pyx_vtabstruct_5thinc_7learner__Reader*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner__Reader->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner__Reader)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_6tagger_Tagger = __Pyx_ImportType("spacy.tagger", "Tagger", sizeof(struct __pyx_obj_5spacy_6tagger_Tagger), 1); if (unlikely(!__pyx_ptype_5spacy_6tagger_Tagger)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_6tagger_Tagger = (struct __pyx_vtabstruct_5spacy_6tagger_Tagger*)__Pyx_GetVtable(__pyx_ptype_5spacy_6tagger_Tagger->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6tagger_Tagger)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_10morphology_Morphologizer = __Pyx_ImportType("spacy.morphology", "Morphologizer", sizeof(struct __pyx_obj_5spacy_10morphology_Morphologizer), 1); if (unlikely(!__pyx_ptype_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_10morphology_Morphologizer = (struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer*)__Pyx_GetVtable(__pyx_ptype_5spacy_10morphology_Morphologizer->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_4lang_Lexicon = __Pyx_ImportType("spacy.lang", "Lexicon", sizeof(struct __pyx_obj_5spacy_4lang_Lexicon), 1); if (unlikely(!__pyx_ptype_5spacy_4lang_Lexicon)) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_4lang_Lexicon = (struct __pyx_vtabstruct_5spacy_4lang_Lexicon*)__Pyx_GetVtable(__pyx_ptype_5spacy_4lang_Lexicon->tp_dict); 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+#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + Py_INCREF(value); + if (!tb || tb == Py_None) + tb = NULL; + else { + Py_INCREF(tb); + if (!PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + } + if (PyType_Check(type)) { +#if CYTHON_COMPILING_IN_PYPY + if (!value) { + Py_INCREF(Py_None); + value = Py_None; + } +#endif + PyErr_NormalizeException(&type, &value, &tb); + } else { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + value = type; + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + } + __Pyx_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) { + if (PyObject_IsSubclass(instance_class, type)) { + type = instance_class; + } else { + instance_class = NULL; + } + } + } + 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 + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +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; +} + +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; +} + +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; +} + +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) / 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); +} + +#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; + 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; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +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; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = 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); + } else if (sizeof(int) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + } +} + +#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 +static PyObject *__Pyx_GetStdout(void) { + PyObject *f = PySys_GetObject((char *)"stdout"); + if (!f) { + PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout"); + } + return f; +} +static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) { + int i; + if (!f) { + if (!(f = __Pyx_GetStdout())) + return -1; + } + Py_INCREF(f); + for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) { + PyObject* v; + if (PyFile_SoftSpace(f, 1)) { + if (PyFile_WriteString(" ", f) < 0) + goto error; + } + v = PyTuple_GET_ITEM(arg_tuple, i); + if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0) + goto error; + if (PyString_Check(v)) { + char *s = PyString_AsString(v); + Py_ssize_t len = PyString_Size(v); + if (len > 0) { + switch (s[len-1]) { + case ' ': break; + case '\f': case '\r': case '\n': case '\t': case '\v': + PyFile_SoftSpace(f, 0); + break; + default: break; + } + } + } + } + if (newline) { + if (PyFile_WriteString("\n", f) < 0) + goto error; + PyFile_SoftSpace(f, 0); + } + Py_DECREF(f); + return 0; +error: + Py_DECREF(f); + return -1; +} +#else +static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) { + PyObject* kwargs = 0; + PyObject* result = 0; + PyObject* end_string; + if (unlikely(!__pyx_print)) { + __pyx_print = PyObject_GetAttr(__pyx_b, __pyx_n_s_print); + if (!__pyx_print) + return -1; + } + if (stream) { + kwargs = PyDict_New(); + if (unlikely(!kwargs)) + return -1; + if (unlikely(PyDict_SetItem(kwargs, __pyx_n_s_file, stream) < 0)) + goto bad; + if (!newline) { + end_string = PyUnicode_FromStringAndSize(" ", 1); + if (unlikely(!end_string)) + goto bad; + if (PyDict_SetItem(kwargs, __pyx_n_s_end, end_string) < 0) { + Py_DECREF(end_string); + goto bad; + } + Py_DECREF(end_string); + } + } else if (!newline) { + if (unlikely(!__pyx_print_kwargs)) { + __pyx_print_kwargs = PyDict_New(); + if (unlikely(!__pyx_print_kwargs)) + return -1; + end_string = PyUnicode_FromStringAndSize(" ", 1); + if (unlikely(!end_string)) + return -1; + if (PyDict_SetItem(__pyx_print_kwargs, __pyx_n_s_end, end_string) < 0) { + Py_DECREF(end_string); + return -1; + } + Py_DECREF(end_string); + } + kwargs = __pyx_print_kwargs; + } + result = PyObject_Call(__pyx_print, arg_tuple, kwargs); + if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs)) + Py_DECREF(kwargs); + if (!result) + return -1; + Py_DECREF(result); + return 0; +bad: + if (kwargs != __pyx_print_kwargs) + Py_XDECREF(kwargs); + return -1; +} +#endif + +#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 +static int __Pyx_PrintOne(PyObject* f, PyObject *o) { + if (!f) { + if (!(f = __Pyx_GetStdout())) + return -1; + } + Py_INCREF(f); + if (PyFile_SoftSpace(f, 0)) { + if (PyFile_WriteString(" ", f) < 0) + goto error; + } + if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0) + goto error; + if (PyFile_WriteString("\n", f) < 0) + goto error; + Py_DECREF(f); + return 0; +error: + Py_DECREF(f); + return -1; + /* the line below is just to avoid C compiler + * warnings about unused functions */ + return __Pyx_Print(f, NULL, 0); +} +#else +static int __Pyx_PrintOne(PyObject* stream, PyObject *o) { + int res; + PyObject* arg_tuple = PyTuple_Pack(1, o); + if (unlikely(!arg_tuple)) + return -1; + res = __Pyx_Print(stream, arg_tuple, 1); + Py_DECREF(arg_tuple); + return res; +} +#endif + +#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value) \ + { \ + 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 (is_unsigned && unlikely(value < zero)) \ + goto raise_neg_overflow; \ + else \ + goto raise_overflow; \ + } \ + } \ + return (target_type) value; \ + } + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" + #endif +#endif + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { + const int neg_one = (int) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(int) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong(x)) + } else if (sizeof(int) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return ::std::complex< float >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return x + y*(__pyx_t_float_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + __pyx_t_float_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrtf(z.real*z.real + z.imag*z.imag); + #else + return hypotf(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + float denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(a, a); + case 3: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, a); + case 4: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_absf(a); + theta = atan2f(a.imag, a.real); + } + lnr = logf(r); + z_r = expf(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cosf(z_theta); + z.imag = z_r * sinf(z_theta); + return z; + } + #endif +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return ::std::complex< double >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return x + y*(__pyx_t_double_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + __pyx_t_double_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrt(z.real*z.real + z.imag*z.imag); + #else + return hypot(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + double denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(a, a); + case 3: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, a); + case 4: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_abs(a); + theta = atan2(a.imag, a.real); + } + lnr = log(r); + z_r = exp(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cos(z_theta); + z.imag = z_r * sin(z_theta); + return z; + } + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value) { + const int32_t neg_one = (int32_t) -1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int32_t) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int32_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int32_t), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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); + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(uint64_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(uint64_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + 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); + } +} + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *x) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(uint64_t) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(uint64_t, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(uint64_t) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long, PyLong_AsLong(x)) + } else if (sizeof(uint64_t) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = 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); + } else if (sizeof(long) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { + const long neg_one = (long) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(long) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(long) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(long) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong(x)) + } else if (sizeof(long) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +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; +} + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) { + PyObject *d = 0; + PyObject *cobj = 0; + union { + void (*fp)(void); + void *p; + } tmp; + d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__"); + if (!d) { + PyErr_Clear(); + d = PyDict_New(); + if (!d) + goto bad; + Py_INCREF(d); + if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0) + goto bad; + } + tmp.fp = f; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(tmp.p, sig, 0); +#else + cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0); +#endif + if (!cobj) + goto bad; + if (PyDict_SetItemString(d, name, cobj) < 0) + goto bad; + Py_DECREF(cobj); + Py_DECREF(d); + return 0; +bad: + Py_XDECREF(cobj); + Py_XDECREF(d); + return -1; +} + +#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 + +#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", + module_name, class_name); + 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", + module_name, class_name); + goto bad; + } + return (PyTypeObject *)result; +bad: + Py_XDECREF(py_module); + Py_XDECREF(result); + return NULL; +} +#endif + +#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 + +#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 + +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; + ++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 char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { +#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 + 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_Int(PyObject* x) { + PyNumberMethods *m; + 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 Py_INCREF(x), x; + 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 + 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))) + return PyInt_AS_LONG(b); +#endif + if (likely(PyLong_CheckExact(b))) { + #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(b)) { + case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0]; + case 0: return 0; + case 1: return ((PyLongObject*)b)->ob_digit[0]; + } + #endif + #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 */ diff --git a/spacy/syntax/_parse_features.pxd b/spacy/syntax/_parse_features.pxd new file mode 100644 index 000000000..cbbe4152d --- /dev/null +++ b/spacy/syntax/_parse_features.pxd @@ -0,0 +1,123 @@ +from thinc.typedefs cimport atom_t + +from ._state cimport State + + +cdef int fill_context(atom_t* context, State* state) except -1 +# Context elements + +# Ensure each token's attributes are listed: w, p, c, c6, c4. The order +# is referenced by incrementing the enum... + +# Tokens are listed in left-to-right order. +#cdef size_t* SLOTS = [ +# S2w, S1w, +# S0l0w, S0l2w, S0lw, +# S0w, +# S0r0w, S0r2w, S0rw, +# N0l0w, N0l2w, N0lw, +# N0w, N1w, N2w, N3w, 0 +#] + +# NB: The order of the enum is _NOT_ arbitrary!! +cpdef enum: + S2w + S2p + S2c + S2c4 + S2c6 + S2L + + S1w + S1p + S1c + S1c4 + S1c6 + S1L + + S1rw + S1rp + S1rc + S1rc4 + S1rc6 + S1rL + + S0lw + S0lp + S0lc + S0lc4 + S0lc6 + S0lL + + S0l2w + S0l2p + S0l2c + S0l2c4 + S0l2c6 + S0l2L + + S0w + S0p + S0c + S0c4 + S0c6 + S0L + + S0r2w + S0r2p + S0r2c + S0r2c4 + S0r2c6 + S0r2L + + S0rw + S0rp + S0rc + S0rc4 + S0rc6 + S0rL + + N0l2w + N0l2p + N0l2c + N0l2c4 + N0l2c6 + N0l2L + + N0lw + N0lp + N0lc + N0lc4 + N0lc6 + N0lL + + N0w + N0p + N0c + N0c4 + N0c6 + N0L + + N1w + N1p + N1c + N1c4 + N1c6 + N1L + + N2w + N2p + N2c + N2c4 + N2c6 + N2L + + # Misc features at the end + dist + N0lv + S0lv + S0rv + S1lv + S1rv + + CONTEXT_SIZE diff --git a/spacy/syntax/_parse_features.pyx b/spacy/syntax/_parse_features.pyx new file mode 100644 index 000000000..e655c12c5 --- /dev/null +++ b/spacy/syntax/_parse_features.pyx @@ -0,0 +1,212 @@ +# cython: profile=True +""" +Fill an array, context, with every _atomic_ value our features reference. +We then write the _actual features_ as tuples of the atoms. The machinery +that translates from the tuples to feature-extractors (which pick the values +out of "context") is in features/extractor.pyx + +The atomic feature names are listed in a big enum, so that the feature tuples +can refer to them. +""" +from itertools import combinations + +from ..tokens cimport TokenC +from ._state cimport State +from ._state cimport get_s2, get_s1, get_s0, get_n0, get_n1, get_n2 +from ._state cimport get_left, get_right + + +cdef inline void fill_token(atom_t* context, const TokenC* token) nogil: + context[0] = token.lex.sic + context[1] = token.pos + context[2] = token.lex.cluster + # We've read in the string little-endian, so now we can take & (2**n)-1 + # to get the first n bits of the cluster. + # e.g. s = "1110010101" + # s = ''.join(reversed(s)) + # first_4_bits = int(s, 2) + # print first_4_bits + # 5 + # print "{0:b}".format(prefix).ljust(4, '0') + # 1110 + # What we're doing here is picking a number where all bits are 1, e.g. + # 15 is 1111, 63 is 111111 and doing bitwise AND, so getting all bits in + # the source that are set to 1. + context[3] = token.lex.cluster & 63 + context[4] = token.lex.cluster & 15 + context[5] = token.dep_tag + + +cdef int fill_context(atom_t* context, State* state) except -1: + # This fills in the basic properties of each of our "slot" tokens, e.g. + # word on top of the stack, word at the front of the buffer, etc. + cdef TokenC* n1 = get_n1(state) + fill_token(&context[S2w], get_s2(state)) + fill_token(&context[S1w], get_s1(state)) + #fill_token(&context[S1rw], get_right(state, get_s1(state), 0)) + fill_token(&context[S0lw], get_left(state, get_s0(state), 0)) + fill_token(&context[S0l2w], get_left(state, get_s0(state), 1)) + fill_token(&context[S0w], get_s0(state)) + #fill_token(&context[S0r2w], get_right(state, get_s0(state), 1)) + fill_token(&context[S0rw], get_right(state, get_s0(state), 0)) + #fill_token(&context[N0lw], get_left(state, get_n0(state), 0)) + #fill_token(&context[N0l2w], get_left(state, get_n0(state), 1)) + fill_token(&context[N0w], get_n0(state)) + #fill_token(&context[N1w], get_n1(state)) + #fill_token(&context[N2w], get_n2(state)) + + #if state.stack_len >= 1: + # context[dist] = state.stack[0] - state.sent + #else: + # context[dist] = 0 + #context[N0lv] = 0 + #context[S0lv] = 0 + #context[S0rv] = 0 + #context[S1lv] = 0 + #context[S1rv] = 0 + + +arc_eager = ( + (S0w, S0p), + (S0w,), + (S0p,), + (N0w, N0p), + (N0w,), + (N0p,), + (N1w, N1p), + (N1w,), + (N1p,), + (N2w, N2p), + (N2w,), + (N2p,), + + (S0w, S0p, N0w, N0p), + (S0w, S0p, N0w), + (S0w, N0w, N0p), + (S0w, S0p, N0p), + (S0p, N0w, N0p), + (S0w, N0w), + (S0p, N0p), + (N0p, N1p), + (N0p, N1p, N2p), + (S0p, N0p, N1p), + (S1p, S0p, N0p), + (S0p, S0lp, N0p), + (S0p, S0rp, N0p), + (S0p, N0p, N0lp), + (dist, S0w), + (dist, S0p), + (dist, N0w), + (dist, N0p), + (dist, S0w, N0w), + (dist, S0p, N0p), + (S0w, S0rv), + (S0p, S0rv), + (S0w, S0lv), + (S0p, S0lv), + (N0w, N0lv), + (N0p, N0lv), + (S1w,), + (S1p,), + (S0lw,), + (S0lp,), + (S0rw,), + (S0rp,), + (N0lw,), + (N0lp,), + (S2w,), + (S2p,), + (S0l2w,), + (S0l2p,), + (S0r2w,), + (S0r2p,), + (N0l2w,), + (N0l2p,), + (S0p, S0lp, S0l2p), + (S0p, S0rp, S0r2p), + (S0p, S1p, S2p), + (N0p, N0lp, N0l2p), + (S0L,), + (S0lL,), + (S0rL,), + (N0lL,), + (S1L,), + (S0l2L,), + (S0r2L,), + (N0l2L,), + (S0w, S0rL, S0r2L), + (S0p, S0rL, S0r2L), + (S0w, S0lL, S0l2L), + (S0p, S0lL, S0l2L), + (N0w, N0lL, N0l2L), + (N0p, N0lL, N0l2L), +) + + +label_sets = ( + (S0w, S0lL, S0l2L), + (S0p, S0rL, S0r2L), + (S0p, S0lL, S0l2L), + (S0p, S0rL, S0r2L), + (N0w, N0lL, N0l2L), + (N0p, N0lL, N0l2L), +) + +extra_labels = ( + (S0p, S0lL, S0lp), + (S0p, S0lL, S0l2L), + (S0p, S0rL, S0rp), + (S0p, S0rL, S0r2L), + (S0p, S0lL, S0rL), + (S1p, S0L, S0rL), + (S1p, S0L, S0lL), +) + + +# Koo et al (2008) dependency features, using Brown clusters. +clusters = ( + # Koo et al have (head, child) --- we have S0, N0 for both. + (S0c4, N0c4), + (S0c6, N0c6), + (S0c, N0c), + (S0p, N0c4), + (S0p, N0c6), + (S0p, N0c), + (S0c4, N0p), + (S0c6, N0p), + (S0c, N0p), + # Siblings --- right arc + (S0c4, S0rc4, N0c4), + (S0c6, S0rc6, N0c6), + (S0p, S0rc4, N0c4), + (S0c4, S0rp, N0c4), + (S0c4, S0rc4, N0p), + # Siblings --- left arc + (S0c4, N0lc4, N0c4), + (S0c6, N0c6, N0c6), + (S0c4, N0lc4, N0p), + (S0c4, N0lp, N0c4), + (S0p, N0lc4, N0c4), + # Grand-child, right-arc + (S1c4, S0c4, N0c4), + (S1c6, S0c6, N0c6), + (S1p, S0c4, N0c4), + (S1c4, S0p, N0c4), + (S1c4, S0c4, N0p), + # Grand-child, left-arc + (S0lc4, S0c4, N0c4), + (S0lc6, S0c6, N0c6), + (S0lp, S0c4, N0c4), + (S0lc4, S0p, N0c4), + (S0lc4, S0c4, N0p) +) + + +def pos_bigrams(): + kernels = [S2w, S1w, S0w, S0lw, S0rw, N0w, N0lw, N1w] + bitags = [] + for t1, t2 in combinations(kernels, 2): + feat = (t1 + 1, t2 + 1) + bitags.append(feat) + print "Adding %d bitags" % len(bitags) + return tuple(bitags) diff --git a/spacy/syntax/_state.cpp b/spacy/syntax/_state.cpp new file mode 100644 index 000000000..cca8744ac --- /dev/null +++ b/spacy/syntax/_state.cpp @@ -0,0 +1,8325 @@ +/* Generated by Cython 0.21.1 */ + +#define PY_SSIZE_T_CLEAN +#ifndef CYTHON_USE_PYLONG_INTERNALS +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 0 +#else +#include "pyconfig.h" +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 1 +#else +#define CYTHON_USE_PYLONG_INTERNALS 0 +#endif +#endif +#endif +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000) + #error Cython requires Python 2.6+ or Python 3.2+. +#else +#define CYTHON_ABI "0_21_1" +#include +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 +#define Py_OptimizeFlag 0 +#endif +#define __PYX_BUILD_PY_SSIZE_T "n" +#define CYTHON_FORMAT_SSIZE_T "z" +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyClass_Type +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyType_Type +#endif +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#if PY_VERSION_HEX < 0x030400a1 && !defined(Py_TPFLAGS_HAVE_FINALIZE) + #define Py_TPFLAGS_HAVE_FINALIZE 0 +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) + #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) + #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) + #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#endif +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) + #define __Pyx_PyFrozenSet_Size(s) PyObject_Size(s) +#else + #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ? \ + PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) + #define __Pyx_PyFrozenSet_Size(s) PySet_Size(s) +#endif +#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) +#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) +#else + #define __Pyx_PyString_Format(a, b) PyString_Format(a, b) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) + #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) +#else + #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask + #define PyNumber_Int PyNumber_Long +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY + #ifndef PyUnicode_InternFromString + #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) + #endif +#endif +#if PY_VERSION_HEX < 0x030200A4 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t PyInt_AsLong +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#else + #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) +#endif +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) && _MSC_VER >= 1400 + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and + a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is + a quiet NaN. */ + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif +#ifdef __cplusplus +template +void __Pyx_call_destructor(T* x) { + x->~T(); +} +#endif + + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE__spacy__syntax___state +#define __PYX_HAVE_API__spacy__syntax___state +#include "stdint.h" +#include "string.h" +#include "stdio.h" +#include "stdlib.h" +#include "numpy/arrayobject.h" +#include "numpy/ufuncobject.h" +#include "MurmurHash3.h" +#include "MurmurHash2.h" +#include +#include "ios" +#include "new" +#include "stdexcept" +#include "typeinfo" +#include "pythread.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#define __Pyx_fits_Py_ssize_t(v, type, is_signed) ( \ + (sizeof(type) < sizeof(Py_ssize_t)) || \ + (sizeof(type) > sizeof(Py_ssize_t) && \ + likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX) && \ + (!is_signed || likely(v > (type)PY_SSIZE_T_MIN || \ + v == (type)PY_SSIZE_T_MIN))) || \ + (sizeof(type) == sizeof(Py_ssize_t) && \ + (is_signed || likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX))) ) +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE 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_AsSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((const char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((const char*)s) +#define __Pyx_PyByteArray_FromUString(s) __Pyx_PyByteArray_FromString((const char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((const char*)s) +#define __Pyx_PyUnicode_FromUString(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_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(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_COMPILING_IN_CPYTHON +#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 && __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*) (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; + 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 PyObject *__pyx_m; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + +#if !defined(CYTHON_CCOMPLEX) + #if defined(__cplusplus) + #define CYTHON_CCOMPLEX 1 + #elif defined(_Complex_I) + #define CYTHON_CCOMPLEX 1 + #else + #define CYTHON_CCOMPLEX 0 + #endif +#endif +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #include + #else + #include + #endif +#endif +#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) + #undef _Complex_I + #define _Complex_I 1.0fj +#endif + + +static const char *__pyx_f[] = { + "spacy/syntax/_state.pxd", + "spacy/syntax/_state.pyx", + ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd", + ".env/lib/python2.7/site-packages/cymem/cymem.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/type.pxd", + ".env/lib/python2.7/site-packages/preshed/maps.pxd", + "spacy/utf8string.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/bool.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/complex.pxd", + "cache.pxd", + "features.pxd", + "learner.pxd", + "spacy/tagger.pxd", + "spacy/morphology.pxd", + "spacy/lang.pxd", + "spacy/tokens.pxd", +}; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":723 + * # in Cython to enable them only on the right systems. + * + * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + */ +typedef npy_int8 __pyx_t_5numpy_int8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":724 + * + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t + */ +typedef npy_int16 __pyx_t_5numpy_int16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":725 + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< + * ctypedef npy_int64 int64_t + * #ctypedef npy_int96 int96_t + */ +typedef npy_int32 __pyx_t_5numpy_int32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":726 + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< + * #ctypedef npy_int96 int96_t + * #ctypedef npy_int128 int128_t + */ +typedef npy_int64 __pyx_t_5numpy_int64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":730 + * #ctypedef npy_int128 int128_t + * + * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + */ +typedef npy_uint8 __pyx_t_5numpy_uint8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":731 + * + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t + */ +typedef npy_uint16 __pyx_t_5numpy_uint16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":732 + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< + * ctypedef npy_uint64 uint64_t + * #ctypedef npy_uint96 uint96_t + */ +typedef npy_uint32 __pyx_t_5numpy_uint32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":733 + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< + * #ctypedef npy_uint96 uint96_t + * #ctypedef npy_uint128 uint128_t + */ +typedef npy_uint64 __pyx_t_5numpy_uint64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":737 + * #ctypedef npy_uint128 uint128_t + * + * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< + * ctypedef npy_float64 float64_t + * #ctypedef npy_float80 float80_t + */ +typedef npy_float32 __pyx_t_5numpy_float32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":738 + * + * ctypedef npy_float32 float32_t + * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< + * #ctypedef npy_float80 float80_t + * #ctypedef npy_float128 float128_t + */ +typedef npy_float64 __pyx_t_5numpy_float64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":747 + * # The int types are mapped a bit surprising -- + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t + */ +typedef npy_long __pyx_t_5numpy_int_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":748 + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong longlong_t + * + */ +typedef npy_longlong __pyx_t_5numpy_long_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":749 + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_ulong uint_t + */ +typedef npy_longlong __pyx_t_5numpy_longlong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":751 + * ctypedef npy_longlong longlong_t + * + * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t + */ +typedef npy_ulong __pyx_t_5numpy_uint_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":752 + * + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulonglong_t + * + */ +typedef npy_ulonglong __pyx_t_5numpy_ulong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":753 + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_intp intp_t + */ +typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":755 + * ctypedef npy_ulonglong ulonglong_t + * + * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< + * ctypedef npy_uintp uintp_t + * + */ +typedef npy_intp __pyx_t_5numpy_intp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":756 + * + * ctypedef npy_intp intp_t + * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< + * + * ctypedef npy_double float_t + */ +typedef npy_uintp __pyx_t_5numpy_uintp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":758 + * ctypedef npy_uintp uintp_t + * + * ctypedef npy_double float_t # <<<<<<<<<<<<<< + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t + */ +typedef npy_double __pyx_t_5numpy_float_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":759 + * + * ctypedef npy_double float_t + * ctypedef npy_double double_t # <<<<<<<<<<<<<< + * ctypedef npy_longdouble longdouble_t + * + */ +typedef npy_double __pyx_t_5numpy_double_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":760 + * ctypedef npy_double float_t + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cfloat cfloat_t + */ +typedef npy_longdouble __pyx_t_5numpy_longdouble_t; + +/* "thinc/typedefs.pxd":7 + * + * + * ctypedef float weight_t # <<<<<<<<<<<<<< + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + */ +typedef float __pyx_t_5thinc_8typedefs_weight_t; + +/* "thinc/typedefs.pxd":8 + * + * ctypedef float weight_t + * ctypedef uint64_t atom_t # <<<<<<<<<<<<<< + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_atom_t; + +/* "thinc/typedefs.pxd":9 + * ctypedef float weight_t + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t # <<<<<<<<<<<<<< + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_feat_t; + +/* "thinc/typedefs.pxd":10 + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t # <<<<<<<<<<<<<< + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t + */ +typedef int32_t __pyx_t_5thinc_8typedefs_class_t; + +/* "thinc/typedefs.pxd":11 + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + * ctypedef uint32_t count_t # <<<<<<<<<<<<<< + * ctypedef uint32_t time_t + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_count_t; + +/* "thinc/typedefs.pxd":12 + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t # <<<<<<<<<<<<<< + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_time_t; + +/* "spacy/typedefs.pxd":4 + * from libc.stdint cimport uint8_t + * + * ctypedef uint64_t hash_t # <<<<<<<<<<<<<< + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_hash_t; + +/* "spacy/typedefs.pxd":6 + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t # <<<<<<<<<<<<<< + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_attr_t; + +/* "spacy/typedefs.pxd":7 + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t # <<<<<<<<<<<<<< + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_flags_t; + +/* "spacy/typedefs.pxd":8 + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t # <<<<<<<<<<<<<< + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_id_t; + +/* "spacy/typedefs.pxd":9 + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t # <<<<<<<<<<<<<< + * ctypedef uint16_t tag_t + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_len_t; + +/* "spacy/typedefs.pxd":10 + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_tag_t; + +/* "preshed/maps.pxd":5 + * + * + * ctypedef uint64_t key_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint64_t __pyx_t_7preshed_4maps_key_t; +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< float > __pyx_t_float_complex; + #else + typedef float _Complex __pyx_t_float_complex; + #endif +#else + typedef struct { float real, imag; } __pyx_t_float_complex; +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< double > __pyx_t_double_complex; + #else + typedef double _Complex __pyx_t_double_complex; + #endif +#else + typedef struct { double real, imag; } __pyx_t_double_complex; +#endif + + +/*--- Type declarations ---*/ +struct __pyx_obj_5cymem_5cymem_Pool; +struct __pyx_obj_5cymem_5cymem_Address; +struct __pyx_obj_7preshed_4maps_PreshMap; +struct __pyx_obj_7preshed_4maps_PreshMapArray; +struct __pyx_obj_5spacy_10utf8string_StringStore; +struct __pyx_obj_5thinc_5cache_ScoresCache; +struct __pyx_obj_5thinc_8features_Extractor; +struct __pyx_obj_5thinc_7learner_LinearModel; +struct __pyx_obj_5thinc_7learner__Writer; +struct __pyx_obj_5thinc_7learner__Reader; +struct __pyx_obj_5spacy_6tagger_Tagger; +struct __pyx_obj_5spacy_10morphology_Morphologizer; +struct __pyx_obj_5spacy_4lang_Lexicon; +struct __pyx_obj_5spacy_4lang_Language; +struct __pyx_obj_5spacy_6tokens_Tokens; +struct __pyx_obj_5spacy_6tokens_Token; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":762 + * ctypedef npy_longdouble longdouble_t + * + * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t + */ +typedef npy_cfloat __pyx_t_5numpy_cfloat_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":763 + * + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< + * ctypedef npy_clongdouble clongdouble_t + * + */ +typedef npy_cdouble __pyx_t_5numpy_cdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":764 + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cdouble complex_t + */ +typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":766 + * ctypedef npy_clongdouble clongdouble_t + * + * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< + * + * cdef inline object PyArray_MultiIterNew1(a): + */ +typedef npy_cdouble __pyx_t_5numpy_complex_t; +struct __pyx_t_5spacy_8typedefs_Morphology; + +/* "spacy/typedefs.pxd":5 + * + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t # <<<<<<<<<<<<<< + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + */ +typedef char *__pyx_t_5spacy_8typedefs_utf8_t; + +/* "spacy/typedefs.pxd":13 + * + * + * cdef struct Morphology: # <<<<<<<<<<<<<< + * uint8_t number + * uint8_t tenspect # Tense/aspect/voice + */ +struct __pyx_t_5spacy_8typedefs_Morphology { + uint8_t number; + uint8_t tenspect; + uint8_t mood; + uint8_t gender; + uint8_t person; + uint8_t __pyx_case; + uint8_t misc; +}; +struct __pyx_t_7preshed_4maps_Cell; +struct __pyx_t_7preshed_4maps_MapStruct; + +/* "preshed/maps.pxd":8 + * + * + * cdef struct Cell: # <<<<<<<<<<<<<< + * key_t key + * void* value + */ +struct __pyx_t_7preshed_4maps_Cell { + __pyx_t_7preshed_4maps_key_t key; + void *value; +}; + +/* "preshed/maps.pxd":13 + * + * + * cdef struct MapStruct: # <<<<<<<<<<<<<< + * size_t length + * size_t filled + */ +struct __pyx_t_7preshed_4maps_MapStruct { + size_t length; + size_t filled; + struct __pyx_t_7preshed_4maps_Cell *cells; +}; +struct __pyx_t_5spacy_10utf8string_Utf8Str; +struct __pyx_t_5spacy_10utf8string_UniStr; + +/* "spacy/utf8string.pxd":8 + * + * + * cdef struct Utf8Str: # <<<<<<<<<<<<<< + * id_t i + * hash_t key + */ +struct __pyx_t_5spacy_10utf8string_Utf8Str { + __pyx_t_5spacy_8typedefs_id_t i; + __pyx_t_5spacy_8typedefs_hash_t key; + __pyx_t_5spacy_8typedefs_utf8_t chars; + int length; +}; + +/* "spacy/utf8string.pxd":15 + * + * + * cdef struct UniStr: # <<<<<<<<<<<<<< + * Py_UNICODE* chars + * size_t n + */ +struct __pyx_t_5spacy_10utf8string_UniStr { + Py_UNICODE *chars; + size_t n; + __pyx_t_5spacy_8typedefs_hash_t key; +}; +struct __pyx_t_5spacy_6lexeme_Lexeme; + +/* "spacy/lexeme.pxd":7 + * + * # Reserve 64 values for flag features + * cpdef enum attr_id_t: # <<<<<<<<<<<<<< + * FLAG0 + * FLAG1 + */ +enum __pyx_t_5spacy_6lexeme_attr_id_t { + __pyx_e_5spacy_6lexeme_FLAG0, + __pyx_e_5spacy_6lexeme_FLAG1, + __pyx_e_5spacy_6lexeme_FLAG2, + __pyx_e_5spacy_6lexeme_FLAG3, + __pyx_e_5spacy_6lexeme_FLAG4, + __pyx_e_5spacy_6lexeme_FLAG5, + __pyx_e_5spacy_6lexeme_FLAG6, + __pyx_e_5spacy_6lexeme_FLAG7, + __pyx_e_5spacy_6lexeme_FLAG8, + __pyx_e_5spacy_6lexeme_FLAG9, + __pyx_e_5spacy_6lexeme_FLAG10, + __pyx_e_5spacy_6lexeme_FLAG11, + __pyx_e_5spacy_6lexeme_FLAG12, + __pyx_e_5spacy_6lexeme_FLAG13, + __pyx_e_5spacy_6lexeme_FLAG14, + __pyx_e_5spacy_6lexeme_FLAG15, + __pyx_e_5spacy_6lexeme_FLAG16, + __pyx_e_5spacy_6lexeme_FLAG17, + __pyx_e_5spacy_6lexeme_FLAG18, + __pyx_e_5spacy_6lexeme_FLAG19, + __pyx_e_5spacy_6lexeme_FLAG20, + __pyx_e_5spacy_6lexeme_FLAG21, + __pyx_e_5spacy_6lexeme_FLAG22, + __pyx_e_5spacy_6lexeme_FLAG23, + __pyx_e_5spacy_6lexeme_FLAG24, + __pyx_e_5spacy_6lexeme_FLAG25, + __pyx_e_5spacy_6lexeme_FLAG26, + __pyx_e_5spacy_6lexeme_FLAG27, + __pyx_e_5spacy_6lexeme_FLAG28, + __pyx_e_5spacy_6lexeme_FLAG29, + __pyx_e_5spacy_6lexeme_FLAG30, + __pyx_e_5spacy_6lexeme_FLAG31, + __pyx_e_5spacy_6lexeme_FLAG32, + __pyx_e_5spacy_6lexeme_FLAG33, + __pyx_e_5spacy_6lexeme_FLAG34, + __pyx_e_5spacy_6lexeme_FLAG35, + __pyx_e_5spacy_6lexeme_FLAG36, + __pyx_e_5spacy_6lexeme_FLAG37, + __pyx_e_5spacy_6lexeme_FLAG38, + __pyx_e_5spacy_6lexeme_FLAG39, + __pyx_e_5spacy_6lexeme_FLAG40, + __pyx_e_5spacy_6lexeme_FLAG41, + __pyx_e_5spacy_6lexeme_FLAG42, + __pyx_e_5spacy_6lexeme_FLAG43, + __pyx_e_5spacy_6lexeme_FLAG44, + __pyx_e_5spacy_6lexeme_FLAG45, + __pyx_e_5spacy_6lexeme_FLAG46, + __pyx_e_5spacy_6lexeme_FLAG47, + __pyx_e_5spacy_6lexeme_FLAG48, + __pyx_e_5spacy_6lexeme_FLAG49, + __pyx_e_5spacy_6lexeme_FLAG50, + __pyx_e_5spacy_6lexeme_FLAG51, + __pyx_e_5spacy_6lexeme_FLAG52, + __pyx_e_5spacy_6lexeme_FLAG53, + __pyx_e_5spacy_6lexeme_FLAG54, + __pyx_e_5spacy_6lexeme_FLAG55, + __pyx_e_5spacy_6lexeme_FLAG56, + __pyx_e_5spacy_6lexeme_FLAG57, + __pyx_e_5spacy_6lexeme_FLAG58, + __pyx_e_5spacy_6lexeme_FLAG59, + __pyx_e_5spacy_6lexeme_FLAG60, + __pyx_e_5spacy_6lexeme_FLAG61, + __pyx_e_5spacy_6lexeme_FLAG62, + __pyx_e_5spacy_6lexeme_FLAG63, + __pyx_e_5spacy_6lexeme_ID, + __pyx_e_5spacy_6lexeme_SIC, + __pyx_e_5spacy_6lexeme_DENSE, + __pyx_e_5spacy_6lexeme_SHAPE, + __pyx_e_5spacy_6lexeme_PREFIX, + __pyx_e_5spacy_6lexeme_SUFFIX, + __pyx_e_5spacy_6lexeme_LENGTH, + __pyx_e_5spacy_6lexeme_CLUSTER, + __pyx_e_5spacy_6lexeme_POS_TYPE, + __pyx_e_5spacy_6lexeme_LEMMA +}; + +/* "spacy/lexeme.pxd":86 + * + * + * cdef struct Lexeme: # <<<<<<<<<<<<<< + * flags_t flags + * + */ +struct __pyx_t_5spacy_6lexeme_Lexeme { + __pyx_t_5spacy_8typedefs_flags_t flags; + __pyx_t_5spacy_8typedefs_attr_t id; + __pyx_t_5spacy_8typedefs_attr_t sic; + __pyx_t_5spacy_8typedefs_attr_t dense; + __pyx_t_5spacy_8typedefs_attr_t shape; + __pyx_t_5spacy_8typedefs_attr_t prefix; + __pyx_t_5spacy_8typedefs_attr_t suffix; + __pyx_t_5spacy_8typedefs_attr_t length; + __pyx_t_5spacy_8typedefs_attr_t cluster; + __pyx_t_5spacy_8typedefs_attr_t pos_type; + float prob; + float sentiment; +}; +struct __pyx_t_5thinc_8features_Template; +struct __pyx_t_5thinc_8features_Feature; + +/* "thinc/features.pxd":8 + * + * + * cdef struct Template: # <<<<<<<<<<<<<< + * int[MAX_TEMPLATE_LEN] indices + * int length + */ +struct __pyx_t_5thinc_8features_Template { + int indices[10]; + int length; + __pyx_t_5thinc_8typedefs_atom_t atoms[10]; +}; + +/* "thinc/features.pxd":14 + * + * + * cdef struct Feature: # <<<<<<<<<<<<<< + * int i + * feat_t key + */ +struct __pyx_t_5thinc_8features_Feature { + int i; + __pyx_t_5thinc_8typedefs_feat_t key; + __pyx_t_5thinc_8typedefs_weight_t value; +}; +struct __pyx_t_5thinc_7weights_WeightLine; +struct __pyx_t_5thinc_7weights_MetaData; +struct __pyx_t_5thinc_7weights_MDLine; +struct __pyx_t_5thinc_7weights_TrainFeat; + +/* "thinc/weights.pxd":20 + * DEF LINE_SIZE = 8 + * + * ctypedef weight_t[LINE_SIZE] weight_line_t # <<<<<<<<<<<<<< + * + * + */ +typedef __pyx_t_5thinc_8typedefs_weight_t __pyx_t_5thinc_7weights_weight_line_t[8]; + +/* "thinc/weights.pxd":25 + * # A set of weights, to be read in. Start indicates the class that w[0] refers + * # to. Subsequent weights go from there. + * cdef struct WeightLine: # <<<<<<<<<<<<<< + * weight_line_t line + * int start + */ +struct __pyx_t_5thinc_7weights_WeightLine { + __pyx_t_5thinc_7weights_weight_line_t line; + int start; +}; + +/* "thinc/weights.pxd":30 + * + * + * cdef struct MetaData: # <<<<<<<<<<<<<< + * weight_t total + * time_t time + */ +struct __pyx_t_5thinc_7weights_MetaData { + __pyx_t_5thinc_8typedefs_weight_t total; + __pyx_t_5thinc_8typedefs_time_t time; +}; + +/* "thinc/weights.pxd":37 + * + * + * cdef struct MDLine: # <<<<<<<<<<<<<< + * MetaData[LINE_SIZE] line + * + */ +struct __pyx_t_5thinc_7weights_MDLine { + struct __pyx_t_5thinc_7weights_MetaData line[8]; +}; + +/* "thinc/weights.pxd":41 + * + * + * cdef struct TrainFeat: # <<<<<<<<<<<<<< + * WeightLine* weights + * MDLine* meta + */ +struct __pyx_t_5thinc_7weights_TrainFeat { + struct __pyx_t_5thinc_7weights_WeightLine *weights; + struct __pyx_t_5thinc_7weights_MDLine *meta; + uint32_t length; + uint32_t _resize_at; +}; +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict; + +/* "spacy/tagger.pxd":16 + * + * cdef class Tagger: + * cdef class_t predict(self, const atom_t* context, object golds=*) except * # <<<<<<<<<<<<<< + * + * cpdef readonly Pool mem + */ +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict { + int __pyx_n; + PyObject *golds; +}; +struct __pyx_t_5spacy_10morphology_PosTag; + +/* "spacy/morphology.pxd":12 + * + * # Google universal tag set + * cpdef enum univ_tag_t: # <<<<<<<<<<<<<< + * NO_TAG + * ADJ + */ +enum __pyx_t_5spacy_10morphology_univ_tag_t { + __pyx_e_5spacy_10morphology_NO_TAG, + __pyx_e_5spacy_10morphology_ADJ, + __pyx_e_5spacy_10morphology_ADV, + __pyx_e_5spacy_10morphology_ADP, + __pyx_e_5spacy_10morphology_CONJ, + __pyx_e_5spacy_10morphology_DET, + __pyx_e_5spacy_10morphology_NOUN, + __pyx_e_5spacy_10morphology_NUM, + __pyx_e_5spacy_10morphology_PRON, + __pyx_e_5spacy_10morphology_PRT, + __pyx_e_5spacy_10morphology_VERB, + __pyx_e_5spacy_10morphology_X, + __pyx_e_5spacy_10morphology_PUNCT, + __pyx_e_5spacy_10morphology_EOL, + __pyx_e_5spacy_10morphology_N_UNIV_TAGS +}; + +/* "spacy/morphology.pxd":30 + * + * + * cdef struct PosTag: # <<<<<<<<<<<<<< + * Morphology morph + * int id + */ +struct __pyx_t_5spacy_10morphology_PosTag { + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int id; + enum __pyx_t_5spacy_10morphology_univ_tag_t pos; +}; +union __pyx_t_5spacy_4lang_LexemesOrTokens; +struct __pyx_t_5spacy_4lang_Cached; + +/* "spacy/lang.pxd":16 + * + * + * cdef union LexemesOrTokens: # <<<<<<<<<<<<<< + * const Lexeme* const* lexemes + * TokenC* tokens + */ +union __pyx_t_5spacy_4lang_LexemesOrTokens { + struct __pyx_t_5spacy_6lexeme_Lexeme const *const *lexemes; + struct __pyx_t_5spacy_6tokens_TokenC *tokens; +}; + +/* "spacy/lang.pxd":21 + * + * + * cdef struct Cached: # <<<<<<<<<<<<<< + * LexemesOrTokens data + * bint is_lex + */ +struct __pyx_t_5spacy_4lang_Cached { + union __pyx_t_5spacy_4lang_LexemesOrTokens data; + int is_lex; + int length; +}; +struct __pyx_t_5spacy_6tokens_TokenC; + +/* "spacy/tokens.pxd":17 + * + * + * cdef struct TokenC: # <<<<<<<<<<<<<< + * const Lexeme* lex + * Morphology morph + */ +struct __pyx_t_5spacy_6tokens_TokenC { + struct __pyx_t_5spacy_6lexeme_Lexeme const *lex; + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int idx; + int pos; + int lemma; + int sense; + int head; + int dep_tag; + uint32_t l_kids; + uint32_t r_kids; +}; + +/* "spacy/tokens.pxd":30 + * + * + * ctypedef const Lexeme* const_Lexeme_ptr # <<<<<<<<<<<<<< + * ctypedef TokenC* TokenC_ptr + * + */ +typedef struct __pyx_t_5spacy_6lexeme_Lexeme const *__pyx_t_5spacy_6tokens_const_Lexeme_ptr; + +/* "spacy/tokens.pxd":31 + * + * ctypedef const Lexeme* const_Lexeme_ptr + * ctypedef TokenC* TokenC_ptr # <<<<<<<<<<<<<< + * + * ctypedef fused LexemeOrToken: + */ +typedef struct __pyx_t_5spacy_6tokens_TokenC *__pyx_t_5spacy_6tokens_TokenC_ptr; +struct __pyx_t_5spacy_6syntax_6_state_State; + +/* "spacy/syntax/_state.pxd":8 + * + * + * cdef struct State: # <<<<<<<<<<<<<< + * TokenC** stack + * TokenC* sent + */ +struct __pyx_t_5spacy_6syntax_6_state_State { + struct __pyx_t_5spacy_6tokens_TokenC **stack; + struct __pyx_t_5spacy_6tokens_TokenC *sent; + int i; + int sent_len; + int stack_len; +}; + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ +struct __pyx_obj_5cymem_5cymem_Pool { + PyObject_HEAD + struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtab; + size_t size; + PyObject *addresses; +}; + + +/* "cymem/cymem.pxd":10 + * + * + * cdef class Address: # <<<<<<<<<<<<<< + * cdef void* ptr + */ +struct __pyx_obj_5cymem_5cymem_Address { + PyObject_HEAD + void *ptr; +}; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ +struct __pyx_obj_7preshed_4maps_PreshMap { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtab; + struct __pyx_t_7preshed_4maps_MapStruct *c_map; + struct __pyx_obj_5cymem_5cymem_Pool *mem; +}; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ +struct __pyx_obj_7preshed_4maps_PreshMapArray { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_7preshed_4maps_MapStruct *maps; + size_t length; +}; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ +struct __pyx_obj_5spacy_10utf8string_StringStore { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; + struct __pyx_t_5spacy_10utf8string_Utf8Str *strings; + int size; + int _resize_at; +}; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ +struct __pyx_obj_5thinc_5cache_ScoresCache { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtab; + size_t i; + size_t max_size; + __pyx_t_5thinc_8typedefs_class_t scores_size; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + __pyx_t_5thinc_8typedefs_weight_t **_arrays; + __pyx_t_5thinc_8typedefs_weight_t *_scores_if_full; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + size_t n_hit; + size_t n_total; +}; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ +struct __pyx_obj_5thinc_8features_Extractor { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_5thinc_8features_Template *templates; + struct __pyx_t_5thinc_8features_Feature *feats; + int n_templ; +}; + +struct __pyx_obj_5thinc_7learner_LinearModel { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtab; + __pyx_t_5thinc_8typedefs_time_t time; + __pyx_t_5thinc_8typedefs_class_t nr_class; + int nr_templates; + size_t n_corr; + size_t total; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMapArray *weights; + struct __pyx_obj_5thinc_5cache_ScoresCache *cache; + __pyx_t_5thinc_8typedefs_weight_t *scores; + struct __pyx_t_5thinc_7weights_WeightLine *_weight_lines; + size_t _max_wl; +}; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Writer { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Reader { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ +struct __pyx_obj_5spacy_6tagger_Tagger { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5thinc_8features_Extractor *extractor; + struct __pyx_obj_5thinc_7learner_LinearModel *model; + PyObject *tag_names; + PyObject *tagdict; +}; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ +struct __pyx_obj_5spacy_10morphology_Morphologizer { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + PyObject *lemmatizer; + struct __pyx_t_5spacy_10morphology_PosTag *tags; + PyObject *tag_names; + struct __pyx_obj_7preshed_4maps_PreshMapArray *_cache; +}; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ +struct __pyx_obj_5spacy_4lang_Lexicon { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtab; + PyObject *get_lex_props; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + std::vector lexemes; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; +}; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ +struct __pyx_obj_5spacy_4lang_Language { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + PyObject *name; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + struct __pyx_obj_7preshed_4maps_PreshMap *_specials; + struct __pyx_obj_5spacy_4lang_Lexicon *lexicon; + struct __pyx_obj_5spacy_6tagger_Tagger *pos_tagger; + struct __pyx_obj_5spacy_10morphology_Morphologizer *morphologizer; + struct __pyx_obj_7preshed_4maps_PreshMap *_pos_cache; + PyObject *_prefix_re; + PyObject *_suffix_re; + PyObject *_infix_re; +}; + +struct __pyx_obj_5spacy_6tokens_Tokens { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_4lang_Language *lang; + PyObject *tag_names; + struct __pyx_t_5spacy_6tokens_TokenC *data; + int length; + int max_length; +}; + + +/* "spacy/tokens.pxd":53 + * + * + * cdef class Token: # <<<<<<<<<<<<<< + * cdef public Language lang + * cdef public int i + */ +struct __pyx_obj_5spacy_6tokens_Token { + PyObject_HEAD + struct __pyx_obj_5spacy_4lang_Language *lang; + int i; + int idx; + int pos; + int lemma; + __pyx_t_5thinc_8typedefs_atom_t id; + __pyx_t_5thinc_8typedefs_atom_t cluster; + __pyx_t_5thinc_8typedefs_atom_t length; + __pyx_t_5thinc_8typedefs_atom_t postype; + __pyx_t_5thinc_8typedefs_atom_t sensetype; + __pyx_t_5thinc_8typedefs_atom_t sic; + __pyx_t_5thinc_8typedefs_atom_t norm; + __pyx_t_5thinc_8typedefs_atom_t shape; + __pyx_t_5thinc_8typedefs_atom_t asciied; + __pyx_t_5thinc_8typedefs_atom_t prefix; + __pyx_t_5thinc_8typedefs_atom_t suffix; + float prob; + __pyx_t_5spacy_8typedefs_flags_t flags; +}; + + + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ + +struct __pyx_vtabstruct_5cymem_5cymem_Pool { + void *(*alloc)(struct __pyx_obj_5cymem_5cymem_Pool *, size_t, size_t); + void (*free)(struct __pyx_obj_5cymem_5cymem_Pool *, void *); + void *(*realloc)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, size_t); +}; +static struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtabptr_5cymem_5cymem_Pool; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMap { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtabptr_7preshed_4maps_PreshMap; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtabptr_7preshed_4maps_PreshMapArray; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ + +struct __pyx_vtabstruct_5spacy_10utf8string_StringStore { + struct __pyx_t_5spacy_10utf8string_Utf8Str const *(*intern)(struct __pyx_obj_5spacy_10utf8string_StringStore *, char *, int); +}; +static struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtabptr_5spacy_10utf8string_StringStore; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ + +struct __pyx_vtabstruct_5thinc_5cache_ScoresCache { + __pyx_t_5thinc_8typedefs_weight_t *(*lookup)(struct __pyx_obj_5thinc_5cache_ScoresCache *, __pyx_t_5thinc_8typedefs_class_t, void *, int *); +}; +static struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtabptr_5thinc_5cache_ScoresCache; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ + +struct __pyx_vtabstruct_5thinc_8features_Extractor { + struct __pyx_t_5thinc_8features_Feature *(*get_feats)(struct __pyx_obj_5thinc_8features_Extractor *, __pyx_t_5thinc_8typedefs_atom_t *, int *); + int (*set_feats)(struct __pyx_obj_5thinc_8features_Extractor *, struct __pyx_t_5thinc_8features_Feature *, __pyx_t_5thinc_8typedefs_atom_t *); +}; +static struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtabptr_5thinc_8features_Extractor; + + +struct __pyx_vtabstruct_5thinc_7learner_LinearModel { + int (*set_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, __pyx_t_5thinc_8typedefs_weight_t *, struct __pyx_t_5thinc_8features_Feature *, int); + __pyx_t_5thinc_8typedefs_weight_t *(*get_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, struct __pyx_t_5thinc_8features_Feature *, int); + int (*update)(struct __pyx_obj_5thinc_7learner_LinearModel *, PyObject *, int __pyx_skip_dispatch); +}; +static struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtabptr_5thinc_7learner_LinearModel; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Writer { + int (*write)(struct __pyx_obj_5thinc_7learner__Writer *, int, __pyx_t_5thinc_8typedefs_feat_t, struct __pyx_t_5thinc_7weights_TrainFeat *); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtabptr_5thinc_7learner__Writer; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Reader { + int (*read)(struct __pyx_obj_5thinc_7learner__Reader *, struct __pyx_obj_5cymem_5cymem_Pool *, int *, __pyx_t_5thinc_8typedefs_feat_t *, struct __pyx_t_5thinc_7weights_TrainFeat **); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtabptr_5thinc_7learner__Reader; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ + +struct __pyx_vtabstruct_5spacy_6tagger_Tagger { + __pyx_t_5thinc_8typedefs_class_t (*predict)(struct __pyx_obj_5spacy_6tagger_Tagger *, __pyx_t_5thinc_8typedefs_atom_t const *, struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict *__pyx_optional_args); +}; +static struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtabptr_5spacy_6tagger_Tagger; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ + +struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer { + int (*lemmatize)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, enum __pyx_t_5spacy_10morphology_univ_tag_t const , struct __pyx_t_5spacy_6lexeme_Lexeme const *); + int (*set_morph)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, int const , struct __pyx_t_5spacy_6tokens_TokenC *); +}; +static struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtabptr_5spacy_10morphology_Morphologizer; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ + +struct __pyx_vtabstruct_5spacy_4lang_Lexicon { + struct __pyx_t_5spacy_6lexeme_Lexeme const *(*get)(struct __pyx_obj_5spacy_4lang_Lexicon *, struct __pyx_obj_5cymem_5cymem_Pool *, struct __pyx_t_5spacy_10utf8string_UniStr *); +}; +static struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtabptr_5spacy_4lang_Lexicon; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ + +struct __pyx_vtabstruct_5spacy_4lang_Language { + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokens_from_list)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokenize)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); + int (*_try_cache)(struct __pyx_obj_5spacy_4lang_Language *, int, __pyx_t_5spacy_8typedefs_hash_t, struct __pyx_obj_5spacy_6tokens_Tokens *); + int (*_tokenize)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_obj_5spacy_6tokens_Tokens *, struct __pyx_t_5spacy_10utf8string_UniStr *, int, int); + struct __pyx_t_5spacy_10utf8string_UniStr *(*_split_affixes)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_t_5spacy_10utf8string_UniStr *, std::vector *, std::vector *); + int (*_attach_tokens)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_obj_5spacy_6tokens_Tokens *, int, struct __pyx_t_5spacy_10utf8string_UniStr *, std::vector *, std::vector *); + int (*_find_prefix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_find_suffix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_find_infix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_save_cached)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_t_5spacy_6tokens_TokenC const *, __pyx_t_5spacy_8typedefs_hash_t, int); +}; +static struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtabptr_5spacy_4lang_Language; + + +struct __pyx_vtabstruct_5spacy_6tokens_Tokens { + PyArrayObject *(*get_array)(struct __pyx_obj_5spacy_6tokens_Tokens *, PyObject *, int __pyx_skip_dispatch); + int (*__pyx_fuse_0push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_const_Lexeme_ptr); + int (*__pyx_fuse_1push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_TokenC_ptr); +}; +static struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtabptr_5spacy_6tokens_Tokens; +#ifndef CYTHON_REFNANNY + #define CYTHON_REFNANNY 0 +#endif +#if CYTHON_REFNANNY + typedef struct { + void (*INCREF)(void*, PyObject*, int); + void (*DECREF)(void*, PyObject*, int); + void (*GOTREF)(void*, PyObject*, int); + void (*GIVEREF)(void*, PyObject*, int); + void* (*SetupContext)(const char*, int, const char*); + void (*FinishContext)(void**); + } __Pyx_RefNannyAPIStruct; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; 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}} while(0) + #define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0) + #define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0) + #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0) +#else + #define __Pyx_RefNannyDeclarations + #define __Pyx_RefNannySetupContext(name, acquire_gil) + #define __Pyx_RefNannyFinishContext() + #define __Pyx_INCREF(r) Py_INCREF(r) + #define __Pyx_DECREF(r) Py_DECREF(r) + #define __Pyx_GOTREF(r) + #define __Pyx_GIVEREF(r) + #define __Pyx_XINCREF(r) Py_XINCREF(r) + #define __Pyx_XDECREF(r) Py_XDECREF(r) + #define __Pyx_XGOTREF(r) + #define __Pyx_XGIVEREF(r) +#endif +#define __Pyx_XDECREF_SET(r, v) do { \ + PyObject *tmp = (PyObject *) r; \ + r = v; __Pyx_XDECREF(tmp); \ + } while (0) +#define __Pyx_DECREF_SET(r, v) do { \ + PyObject *tmp = (PyObject *) r; \ + r = v; __Pyx_DECREF(tmp); \ + } while (0) +#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0) +#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0) + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_getattro)) + return tp->tp_getattro(obj, attr_name); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_getattr)) + return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); +#endif + return PyObject_GetAttr(obj, attr_name); +} +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +static PyObject *__Pyx_GetBuiltinName(PyObject *name); + +#ifndef CYTHON_PROFILE + #define CYTHON_PROFILE 1 +#endif +#ifndef CYTHON_TRACE + #define CYTHON_TRACE 0 +#endif +#if CYTHON_TRACE + #undef CYTHON_PROFILE_REUSE_FRAME +#endif +#ifndef CYTHON_PROFILE_REUSE_FRAME + #define CYTHON_PROFILE_REUSE_FRAME 0 +#endif +#if CYTHON_PROFILE || CYTHON_TRACE + #include "compile.h" + #include "frameobject.h" + #include "traceback.h" + #if CYTHON_PROFILE_REUSE_FRAME + #define CYTHON_FRAME_MODIFIER static + #define CYTHON_FRAME_DEL + #else + #define CYTHON_FRAME_MODIFIER + #define CYTHON_FRAME_DEL Py_CLEAR(__pyx_frame) + #endif + #define __Pyx_TraceDeclarations \ + static PyCodeObject *__pyx_frame_code = NULL; \ + CYTHON_FRAME_MODIFIER PyFrameObject *__pyx_frame = NULL; \ + int __Pyx_use_tracing = 0; + #define __Pyx_TraceCall(funcname, srcfile, firstlineno) \ + if (unlikely(PyThreadState_GET()->use_tracing && \ + (PyThreadState_GET()->c_profilefunc || (CYTHON_TRACE && PyThreadState_GET()->c_tracefunc)))) { \ + __Pyx_use_tracing = __Pyx_TraceSetupAndCall(&__pyx_frame_code, &__pyx_frame, funcname, srcfile, firstlineno); \ + } + #define __Pyx_TraceException() \ + if (unlikely(__Pyx_use_tracing) && PyThreadState_GET()->use_tracing && \ + (PyThreadState_GET()->c_profilefunc || (CYTHON_TRACE && PyThreadState_GET()->c_tracefunc))) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + tstate->use_tracing = 0; \ + PyObject *exc_info = __Pyx_GetExceptionTuple(); \ + if (exc_info) { \ + if (CYTHON_TRACE && tstate->c_tracefunc) \ + tstate->c_tracefunc( \ + tstate->c_traceobj, __pyx_frame, PyTrace_EXCEPTION, exc_info); \ + tstate->c_profilefunc( \ + tstate->c_profileobj, __pyx_frame, PyTrace_EXCEPTION, exc_info); \ + Py_DECREF(exc_info); \ + } \ + tstate->use_tracing = 1; \ + } + #define __Pyx_TraceReturn(result) \ + if (unlikely(__Pyx_use_tracing) && PyThreadState_GET()->use_tracing) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + tstate->use_tracing = 0; \ + if (CYTHON_TRACE && tstate->c_tracefunc) \ + tstate->c_tracefunc( \ + tstate->c_traceobj, __pyx_frame, PyTrace_RETURN, (PyObject*)result); \ + if (tstate->c_profilefunc) \ + tstate->c_profilefunc( \ + tstate->c_profileobj, __pyx_frame, PyTrace_RETURN, (PyObject*)result); \ + CYTHON_FRAME_DEL; \ + tstate->use_tracing = 1; \ + } + static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno); + static int __Pyx_TraceSetupAndCall(PyCodeObject** code, PyFrameObject** frame, const char *funcname, const char *srcfile, int firstlineno); +#else + #define __Pyx_TraceDeclarations + #define __Pyx_TraceCall(funcname, srcfile, firstlineno) + #define __Pyx_TraceException() + #define __Pyx_TraceReturn(result) +#endif +#if CYTHON_TRACE + #define __Pyx_TraceLine(lineno) \ + if (unlikely(__Pyx_use_tracing) && unlikely(PyThreadState_GET()->use_tracing && PyThreadState_GET()->c_tracefunc)) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + __pyx_frame->f_lineno = lineno; \ + tstate->use_tracing = 0; \ + tstate->c_tracefunc(tstate->c_traceobj, __pyx_frame, PyTrace_LINE, NULL); \ + tstate->use_tracing = 1; \ + } +#else + #define __Pyx_TraceLine(lineno) +#endif + +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) : \ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static 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); + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); +#else +#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) +#endif + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); + +static void* __Pyx_GetVtable(PyObject *dict); + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __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); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #define __Pyx_CREAL(z) ((z).real()) + #define __Pyx_CIMAG(z) ((z).imag()) + #else + #define __Pyx_CREAL(z) (__real__(z)) + #define __Pyx_CIMAG(z) (__imag__(z)) + #endif +#else + #define __Pyx_CREAL(z) ((z).real) + #define __Pyx_CIMAG(z) ((z).imag) +#endif +#if (defined(_WIN32) || defined(__clang__)) && defined(__cplusplus) && CYTHON_CCOMPLEX + #define __Pyx_SET_CREAL(z,x) ((z).real(x)) + #define __Pyx_SET_CIMAG(z,y) ((z).imag(y)) +#else + #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x) + #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y) +#endif + +static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); + +#if CYTHON_CCOMPLEX + #define __Pyx_c_eqf(a, b) ((a)==(b)) + #define __Pyx_c_sumf(a, b) ((a)+(b)) + #define __Pyx_c_difff(a, b) ((a)-(b)) + #define __Pyx_c_prodf(a, b) ((a)*(b)) + #define __Pyx_c_quotf(a, b) ((a)/(b)) + #define __Pyx_c_negf(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zerof(z) ((z)==(float)0) + #define __Pyx_c_conjf(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_absf(z) (::std::abs(z)) + #define __Pyx_c_powf(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zerof(z) ((z)==0) + #define __Pyx_c_conjf(z) (conjf(z)) + #if 1 + #define __Pyx_c_absf(z) (cabsf(z)) + #define __Pyx_c_powf(a, b) (cpowf(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); + #endif +#endif + +static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); + +#if CYTHON_CCOMPLEX + #define __Pyx_c_eq(a, b) ((a)==(b)) + #define __Pyx_c_sum(a, b) ((a)+(b)) + #define __Pyx_c_diff(a, b) ((a)-(b)) + #define __Pyx_c_prod(a, b) ((a)*(b)) + #define __Pyx_c_quot(a, b) ((a)/(b)) + #define __Pyx_c_neg(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zero(z) ((z)==(double)0) + #define __Pyx_c_conj(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_abs(z) (::std::abs(z)) + #define __Pyx_c_pow(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zero(z) ((z)==0) + #define __Pyx_c_conj(z) (conj(z)) + #if 1 + #define __Pyx_c_abs(z) (cabs(z)) + #define __Pyx_c_pow(a, b) (cpow(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value); + +#include + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value); + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *); + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + +static int __Pyx_check_binary_version(void); + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); + +#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 + +static PyObject *__Pyx_ImportModule(const char *name); + +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); + +static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig); + +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); + + +/* Module declarations from 'libc.stdint' */ + +/* Module declarations from 'cymem.cymem' */ +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool = 0; +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Address = 0; + +/* Module declarations from 'cpython.buffer' */ + +/* Module declarations from 'cpython.ref' */ + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'cpython.object' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.type' */ +static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'numpy' */ + +/* Module declarations from 'numpy' */ +static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; +static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; +static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; +static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; +static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; +static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ + +/* Module declarations from 'thinc.typedefs' */ + +/* Module declarations from 'spacy.typedefs' */ + +/* Module declarations from 'preshed.maps' */ +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap = 0; +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray = 0; + +/* Module declarations from 'murmurhash.mrmr' */ +static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/ + +/* Module declarations from 'spacy.utf8string' */ +static PyTypeObject *__pyx_ptype_5spacy_10utf8string_StringStore = 0; + +/* Module declarations from 'spacy.lexeme' */ +static struct __pyx_t_5spacy_6lexeme_Lexeme *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0; +#define __pyx_v_5spacy_6lexeme_EMPTY_LEXEME (*__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME) +static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_check_flag(struct __pyx_t_5spacy_6lexeme_Lexeme const *, enum __pyx_t_5spacy_6lexeme_attr_id_t); /*proto*/ + +/* Module declarations from 'libcpp.vector' */ + +/* Module declarations from 'cpython.version' */ + +/* Module declarations from 'cpython.exc' */ + +/* Module declarations from 'cpython.module' */ + +/* Module declarations from 'cpython.mem' */ + +/* Module declarations from 'cpython.tuple' */ + +/* Module declarations from 'cpython.list' */ + +/* Module declarations from 'cpython.sequence' */ + +/* Module declarations from 'cpython.mapping' */ + +/* Module declarations from 'cpython.iterator' */ + +/* Module declarations from 'cpython.number' */ + +/* Module declarations from 'cpython.int' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.bool' */ +static PyTypeObject *__pyx_ptype_7cpython_4bool_bool = 0; + +/* Module declarations from 'cpython.long' */ + +/* Module declarations from 'cpython.float' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.complex' */ +static PyTypeObject *__pyx_ptype_7cpython_7complex_complex = 0; + +/* Module declarations from 'cpython.string' */ + +/* Module declarations from 'cpython.unicode' */ + +/* Module declarations from 'cpython.dict' */ + +/* Module declarations from 'cpython.instance' */ + +/* Module declarations from 'cpython.function' */ + +/* Module declarations from 'cpython.method' */ + +/* Module declarations from 'cpython.weakref' */ + +/* Module declarations from 'cpython.getargs' */ + +/* Module declarations from 'cpython.pythread' */ + +/* Module declarations from 'cpython.pystate' */ + +/* Module declarations from 'cpython.cobject' */ + +/* Module declarations from 'cpython.oldbuffer' */ + +/* Module declarations from 'cpython.set' */ + +/* Module declarations from 'cpython.bytes' */ + +/* Module declarations from 'cpython.pycapsule' */ + +/* Module declarations from 'cpython' */ + +/* Module declarations from 'thinc.cache' */ +static PyTypeObject *__pyx_ptype_5thinc_5cache_ScoresCache = 0; + +/* Module declarations from 'thinc.features' */ +static PyTypeObject *__pyx_ptype_5thinc_8features_Extractor = 0; + +/* Module declarations from 'thinc.weights' */ + +/* Module declarations from 'thinc.learner' */ +static PyTypeObject *__pyx_ptype_5thinc_7learner_LinearModel = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Writer = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Reader = 0; + +/* Module declarations from 'spacy.tagger' */ +static PyTypeObject *__pyx_ptype_5spacy_6tagger_Tagger = 0; + +/* Module declarations from 'spacy.morphology' */ +static PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphologizer = 0; + +/* Module declarations from 'spacy.lang' */ +static PyTypeObject *__pyx_ptype_5spacy_4lang_Lexicon = 0; +static PyTypeObject *__pyx_ptype_5spacy_4lang_Language = 0; + +/* Module declarations from 'spacy.tokens' */ +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Tokens = 0; +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Token = 0; + +/* Module declarations from 'spacy.syntax._state' */ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_get_idx(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_at_eol(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE uint32_t __pyx_f_5spacy_6syntax_6_state__nth_significant_bit(uint32_t, int); /*proto*/ +#define __Pyx_MODULE_NAME "spacy.syntax._state" +int __pyx_module_is_main_spacy__syntax___state = 0; + +/* Implementation of 'spacy.syntax._state' */ +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_RuntimeError; +static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ +static char __pyx_k_B[] = "B"; +static char __pyx_k_H[] = "H"; +static char __pyx_k_I[] = "I"; +static char __pyx_k_L[] = "L"; +static char __pyx_k_O[] = "O"; +static char __pyx_k_Q[] = "Q"; +static char __pyx_k_b[] = "b"; 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If a word has a child at + * # offset i from it, set that bit (tracking left and right separately) + * if child > head: # <<<<<<<<<<<<<< + * head.r_kids |= 1 << child.head + * else: + */ + __pyx_t_1 = ((__pyx_v_child > __pyx_v_head) != 0); + if (__pyx_t_1) { + + /* "spacy/syntax/_state.pyx":14 + * # offset i from it, set that bit (tracking left and right separately) + * if child > head: + * head.r_kids |= 1 << child.head # <<<<<<<<<<<<<< + * else: + * head.l_kids |= 1 << (-child.head) + */ + __pyx_v_head->r_kids = (__pyx_v_head->r_kids | (1 << __pyx_v_child->head)); + goto __pyx_L3; + } + /*else*/ { + + /* "spacy/syntax/_state.pyx":16 + * head.r_kids |= 1 << child.head + * else: + * head.l_kids |= 1 << (-child.head) # <<<<<<<<<<<<<< + * + * + */ + __pyx_v_head->l_kids = (__pyx_v_head->l_kids | (1 << (-__pyx_v_child->head))); + } + __pyx_L3:; + + /* "spacy/syntax/_state.pyx":8 + * + * + * cdef int add_dep(State *s, TokenC* head, TokenC* child, int label) except -1: # <<<<<<<<<<<<<< + * child.head = head - child + * child.dep_tag = label + */ + + /* function exit code */ + __pyx_r = 0; 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+ int __pyx_v_offset; + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_v_child; + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + uint32_t __pyx_t_1; + int __pyx_t_2; + + /* "spacy/syntax/_state.pyx":101 + * + * cdef TokenC* get_right(State* s, TokenC* head, int idx) nogil: + * cdef uint32_t kids = head.r_kids # <<<<<<<<<<<<<< + * if kids == 0: + * return s.sent - 1 + */ + __pyx_t_1 = __pyx_v_head->r_kids; + __pyx_v_kids = __pyx_t_1; + + /* "spacy/syntax/_state.pyx":102 + * cdef TokenC* get_right(State* s, TokenC* head, int idx) nogil: + * cdef uint32_t kids = head.r_kids + * if kids == 0: # <<<<<<<<<<<<<< + * return s.sent - 1 + * cdef int offset = _nth_significant_bit(kids, idx) + */ + __pyx_t_2 = ((__pyx_v_kids == 0) != 0); + if (__pyx_t_2) { + + /* "spacy/syntax/_state.pyx":103 + * cdef uint32_t kids = head.r_kids + * if kids == 0: + * return s.sent - 1 # <<<<<<<<<<<<<< + * cdef int offset = _nth_significant_bit(kids, idx) + * cdef TokenC* child = head + offset + */ + __pyx_r = (__pyx_v_s->sent - 1); + goto __pyx_L0; + } + + /* "spacy/syntax/_state.pyx":104 + * if kids == 0: + * return s.sent - 1 + * cdef int offset = _nth_significant_bit(kids, idx) # <<<<<<<<<<<<<< + * cdef TokenC* child = head + offset + * if child < (s.sent + s.sent_len): + */ + __pyx_v_offset = __pyx_f_5spacy_6syntax_6_state__nth_significant_bit(__pyx_v_kids, __pyx_v_idx); + + /* "spacy/syntax/_state.pyx":105 + * return s.sent - 1 + * cdef int offset = _nth_significant_bit(kids, idx) + * cdef TokenC* child = head + offset # <<<<<<<<<<<<<< + * if child < (s.sent + s.sent_len): + * return child + */ + __pyx_v_child = (__pyx_v_head + __pyx_v_offset); + + /* "spacy/syntax/_state.pyx":106 + * cdef int offset = _nth_significant_bit(kids, idx) + * cdef TokenC* child = head + offset + * if child < (s.sent + s.sent_len): # <<<<<<<<<<<<<< + * return child + * else: + */ + __pyx_t_2 = ((__pyx_v_child < (__pyx_v_s->sent + __pyx_v_s->sent_len)) != 0); + if (__pyx_t_2) { + + /* "spacy/syntax/_state.pyx":107 + * cdef TokenC* child = head + offset + * if child < (s.sent + s.sent_len): + * return child # <<<<<<<<<<<<<< + * else: + * return s.sent - 1 + */ + __pyx_r = __pyx_v_child; + goto __pyx_L0; + } + /*else*/ { + + /* "spacy/syntax/_state.pyx":109 + * return child + * else: + * return s.sent - 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_s->sent - 1); + goto __pyx_L0; + } + + /* "spacy/syntax/_state.pyx":100 + * + * + * cdef TokenC* get_right(State* s, TokenC* head, int idx) nogil: # <<<<<<<<<<<<<< + * cdef uint32_t kids = head.r_kids + * if kids == 0: + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pyx":115 + * + * + * cdef State* init_state(Pool mem, TokenC* sent, const int sent_length) except NULL: # <<<<<<<<<<<<<< + * cdef int padded_len = sent_length + PADDING + PADDING + * cdef State* s = mem.alloc(1, sizeof(State)) + */ + +static struct __pyx_t_5spacy_6syntax_6_state_State *__pyx_f_5spacy_6syntax_6_state_init_state(struct __pyx_obj_5cymem_5cymem_Pool *__pyx_v_mem, struct __pyx_t_5spacy_6tokens_TokenC *__pyx_v_sent, int const __pyx_v_sent_length) { + int __pyx_v_padded_len; + struct __pyx_t_5spacy_6syntax_6_state_State *__pyx_v_s; + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_v_eol_token; + CYTHON_UNUSED long __pyx_v_i; + struct __pyx_t_5spacy_6syntax_6_state_State *__pyx_r; + __Pyx_RefNannyDeclarations + void *__pyx_t_1; + long __pyx_t_2; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_TraceDeclarations + __Pyx_RefNannySetupContext("init_state", 0); + __Pyx_TraceCall("init_state", __pyx_f[1], 115); + + /* "spacy/syntax/_state.pyx":116 + * + * cdef State* init_state(Pool mem, TokenC* sent, const int sent_length) except NULL: + * cdef int padded_len = sent_length + PADDING + PADDING # <<<<<<<<<<<<<< + * cdef State* s = mem.alloc(1, sizeof(State)) + * s.stack = mem.alloc(padded_len, sizeof(TokenC*)) + */ + __pyx_v_padded_len = ((__pyx_v_sent_length + 5) + 5); + + /* "spacy/syntax/_state.pyx":117 + * cdef State* init_state(Pool mem, TokenC* sent, const int sent_length) except NULL: + * cdef int padded_len = sent_length + PADDING + PADDING + * cdef State* s = mem.alloc(1, sizeof(State)) # <<<<<<<<<<<<<< + * s.stack = mem.alloc(padded_len, sizeof(TokenC*)) + * cdef TokenC* eol_token = sent - 1 + */ + __pyx_t_1 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_mem->__pyx_vtab)->alloc(__pyx_v_mem, 1, (sizeof(struct __pyx_t_5spacy_6syntax_6_state_State))); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_s = ((struct __pyx_t_5spacy_6syntax_6_state_State *)__pyx_t_1); + + /* "spacy/syntax/_state.pyx":118 + * cdef int padded_len = sent_length + PADDING + PADDING + * cdef State* s = mem.alloc(1, sizeof(State)) + * s.stack = mem.alloc(padded_len, sizeof(TokenC*)) # <<<<<<<<<<<<<< + * cdef TokenC* eol_token = sent - 1 + * for i in range(PADDING): + */ + __pyx_t_1 = ((struct __pyx_vtabstruct_5cymem_5cymem_Pool *)__pyx_v_mem->__pyx_vtab)->alloc(__pyx_v_mem, __pyx_v_padded_len, (sizeof(struct __pyx_t_5spacy_6tokens_TokenC *))); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_s->stack = ((struct __pyx_t_5spacy_6tokens_TokenC **)__pyx_t_1); + + /* "spacy/syntax/_state.pyx":119 + * cdef State* s = mem.alloc(1, sizeof(State)) + * s.stack = mem.alloc(padded_len, sizeof(TokenC*)) + * cdef TokenC* eol_token = sent - 1 # <<<<<<<<<<<<<< + * for i in range(PADDING): + * # sent should be padded, with a suitable sentinel token here + */ + __pyx_v_eol_token = (__pyx_v_sent - 1); + + /* "spacy/syntax/_state.pyx":120 + * s.stack = mem.alloc(padded_len, sizeof(TokenC*)) + * cdef TokenC* eol_token = sent - 1 + * for i in range(PADDING): # <<<<<<<<<<<<<< + * # sent should be padded, with a suitable sentinel token here + * s.stack[0] = eol_token + */ + for (__pyx_t_2 = 0; __pyx_t_2 < 5; __pyx_t_2+=1) { + __pyx_v_i = __pyx_t_2; + + /* "spacy/syntax/_state.pyx":122 + * for i in range(PADDING): + * # sent should be padded, with a suitable sentinel token here + * s.stack[0] = eol_token # <<<<<<<<<<<<<< + * s.stack += 1 + * s.stack[0] = eol_token + */ + (__pyx_v_s->stack[0]) = __pyx_v_eol_token; + + /* "spacy/syntax/_state.pyx":123 + * # sent should be padded, with a suitable sentinel token here + * s.stack[0] = eol_token + * s.stack += 1 # <<<<<<<<<<<<<< + * s.stack[0] = eol_token + * s.sent = sent + */ + __pyx_v_s->stack = (__pyx_v_s->stack + 1); + } + + /* "spacy/syntax/_state.pyx":124 + * s.stack[0] = eol_token + * s.stack += 1 + * s.stack[0] = eol_token # <<<<<<<<<<<<<< + * s.sent = sent + * s.stack_len = 0 + */ + (__pyx_v_s->stack[0]) = __pyx_v_eol_token; + + /* "spacy/syntax/_state.pyx":125 + * s.stack += 1 + * s.stack[0] = eol_token + * s.sent = sent # <<<<<<<<<<<<<< + * s.stack_len = 0 + * s.i = 0 + */ + __pyx_v_s->sent = __pyx_v_sent; + + /* "spacy/syntax/_state.pyx":126 + * s.stack[0] = eol_token + * s.sent = sent + * s.stack_len = 0 # <<<<<<<<<<<<<< + * s.i = 0 + * s.sent_len = sent_length + */ + __pyx_v_s->stack_len = 0; + + /* "spacy/syntax/_state.pyx":127 + * s.sent = sent + * s.stack_len = 0 + * s.i = 0 # <<<<<<<<<<<<<< + * s.sent_len = sent_length + * return s + */ + __pyx_v_s->i = 0; + + /* "spacy/syntax/_state.pyx":128 + * s.stack_len = 0 + * s.i = 0 + * s.sent_len = sent_length # <<<<<<<<<<<<<< + * return s + */ + __pyx_v_s->sent_len = __pyx_v_sent_length; + + /* "spacy/syntax/_state.pyx":129 + * s.i = 0 + * s.sent_len = sent_length + * return s # <<<<<<<<<<<<<< + */ + __pyx_r = __pyx_v_s; + goto __pyx_L0; + + /* "spacy/syntax/_state.pyx":115 + * + * + * cdef State* init_state(Pool mem, TokenC* sent, const int sent_length) except NULL: # <<<<<<<<<<<<<< + * cdef int padded_len = sent_length + PADDING + PADDING + * cdef State* s = mem.alloc(1, sizeof(State)) + */ + + /* function exit code */ + __pyx_L1_error:; + __Pyx_AddTraceback("spacy.syntax._state.init_state", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = NULL; + __pyx_L0:; + __Pyx_TraceReturn(Py_None); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":23 + * + * + * cdef inline bint has_head(const TokenC* t) nogil: # <<<<<<<<<<<<<< + * return t.head != 0 + * + */ + +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_has_head(struct __pyx_t_5spacy_6tokens_TokenC const *__pyx_v_t) { + int __pyx_r; + + /* "spacy/syntax/_state.pxd":24 + * + * cdef inline bint has_head(const TokenC* t) nogil: + * return t.head != 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_t->head != 0); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":23 + * + * + * cdef inline bint has_head(const TokenC* t) nogil: # <<<<<<<<<<<<<< + * return t.head != 0 + * + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":27 + * + * + * cdef inline int get_idx(const State* s, const TokenC* t) nogil: # <<<<<<<<<<<<<< + * return t - s.sent + * + */ + +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_get_idx(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s, struct __pyx_t_5spacy_6tokens_TokenC const *__pyx_v_t) { + int __pyx_r; + + /* "spacy/syntax/_state.pxd":28 + * + * cdef inline int get_idx(const State* s, const TokenC* t) nogil: + * return t - s.sent # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_t - __pyx_v_s->sent); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":27 + * + * + * cdef inline int get_idx(const State* s, const TokenC* t) nogil: # <<<<<<<<<<<<<< + * return t - s.sent + * + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":31 + * + * + * cdef inline TokenC* get_n0(const State* s) nogil: # <<<<<<<<<<<<<< + * return &s.sent[s.i] + * + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_n0(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + + /* "spacy/syntax/_state.pxd":32 + * + * cdef inline TokenC* get_n0(const State* s) nogil: + * return &s.sent[s.i] # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (&(__pyx_v_s->sent[__pyx_v_s->i])); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":31 + * + * + * cdef inline TokenC* get_n0(const State* s) nogil: # <<<<<<<<<<<<<< + * return &s.sent[s.i] + * + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":35 + * + * + * cdef inline TokenC* get_n1(const State* s) nogil: # <<<<<<<<<<<<<< + * if s.i < (s.sent_len - 1): + * return &s.sent[s.i+1] + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_n1(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + int __pyx_t_1; + + /* "spacy/syntax/_state.pxd":36 + * + * cdef inline TokenC* get_n1(const State* s) nogil: + * if s.i < (s.sent_len - 1): # <<<<<<<<<<<<<< + * return &s.sent[s.i+1] + * else: + */ + __pyx_t_1 = ((__pyx_v_s->i < (__pyx_v_s->sent_len - 1)) != 0); + if (__pyx_t_1) { + + /* "spacy/syntax/_state.pxd":37 + * cdef inline TokenC* get_n1(const State* s) nogil: + * if s.i < (s.sent_len - 1): + * return &s.sent[s.i+1] # <<<<<<<<<<<<<< + * else: + * return s.sent - 1 + */ + __pyx_r = (&(__pyx_v_s->sent[(__pyx_v_s->i + 1)])); + goto __pyx_L0; + } + /*else*/ { + + /* "spacy/syntax/_state.pxd":39 + * return &s.sent[s.i+1] + * else: + * return s.sent - 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_s->sent - 1); + goto __pyx_L0; + } + + /* "spacy/syntax/_state.pxd":35 + * + * + * cdef inline TokenC* get_n1(const State* s) nogil: # <<<<<<<<<<<<<< + * if s.i < (s.sent_len - 1): + * return &s.sent[s.i+1] + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":42 + * + * + * cdef inline TokenC* get_n2(const State* s) nogil: # <<<<<<<<<<<<<< + * return &s.sent[s.i+2] + * + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_n2(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + + /* "spacy/syntax/_state.pxd":43 + * + * cdef inline TokenC* get_n2(const State* s) nogil: + * return &s.sent[s.i+2] # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (&(__pyx_v_s->sent[(__pyx_v_s->i + 2)])); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":42 + * + * + * cdef inline TokenC* get_n2(const State* s) nogil: # <<<<<<<<<<<<<< + * return &s.sent[s.i+2] + * + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":46 + * + * + * cdef inline TokenC* get_s0(const State *s) nogil: # <<<<<<<<<<<<<< + * return s.stack[0] + * + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s0(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + + /* "spacy/syntax/_state.pxd":47 + * + * cdef inline TokenC* get_s0(const State *s) nogil: + * return s.stack[0] # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_s->stack[0]); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":46 + * + * + * cdef inline TokenC* get_s0(const State *s) nogil: # <<<<<<<<<<<<<< + * return s.stack[0] + * + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":50 + * + * + * cdef inline TokenC* get_s1(const State *s) nogil: # <<<<<<<<<<<<<< + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s1 = s.stack - 1 + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s1(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC **__pyx_v_s1; + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + + /* "spacy/syntax/_state.pxd":52 + * cdef inline TokenC* get_s1(const State *s) nogil: + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s1 = s.stack - 1 # <<<<<<<<<<<<<< + * return s1[0] + * + */ + __pyx_v_s1 = (__pyx_v_s->stack - 1); + + /* "spacy/syntax/_state.pxd":53 + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s1 = s.stack - 1 + * return s1[0] # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_s1[0]); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":50 + * + * + * cdef inline TokenC* get_s1(const State *s) nogil: # <<<<<<<<<<<<<< + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s1 = s.stack - 1 + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":56 + * + * + * cdef inline TokenC* get_s2(const State *s) nogil: # <<<<<<<<<<<<<< + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s2 = s.stack - 2 + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s2(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC **__pyx_v_s2; + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + + /* "spacy/syntax/_state.pxd":58 + * cdef inline TokenC* get_s2(const State *s) nogil: + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s2 = s.stack - 2 # <<<<<<<<<<<<<< + * return s2[0] + * + */ + __pyx_v_s2 = (__pyx_v_s->stack - 2); + + /* "spacy/syntax/_state.pxd":59 + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s2 = s.stack - 2 + * return s2[0] # <<<<<<<<<<<<<< + * + * cdef TokenC* get_right(State* s, TokenC* head, int idx) nogil + */ + __pyx_r = (__pyx_v_s2[0]); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":56 + * + * + * cdef inline TokenC* get_s2(const State *s) nogil: # <<<<<<<<<<<<<< + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s2 = s.stack - 2 + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":64 + * cdef TokenC* get_left(State* s, TokenC* head, int idx) nogil + * + * cdef inline bint at_eol(const State *s) nogil: # <<<<<<<<<<<<<< + * return s.i >= s.sent_len + * + */ + +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_at_eol(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + int __pyx_r; 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if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMap = __Pyx_ImportType("preshed.maps", "PreshMap", sizeof(struct __pyx_obj_7preshed_4maps_PreshMap), 1); if (unlikely(!__pyx_ptype_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_7preshed_4maps_PreshMap = (struct __pyx_vtabstruct_7preshed_4maps_PreshMap*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMap->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMapArray = __Pyx_ImportType("preshed.maps", "PreshMapArray", sizeof(struct __pyx_obj_7preshed_4maps_PreshMapArray), 1); if (unlikely(!__pyx_ptype_7preshed_4maps_PreshMapArray)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_7preshed_4maps_PreshMapArray = (struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMapArray->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMapArray)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_10utf8string_StringStore = __Pyx_ImportType("spacy.utf8string", "StringStore", sizeof(struct __pyx_obj_5spacy_10utf8string_StringStore), 1); if (unlikely(!__pyx_ptype_5spacy_10utf8string_StringStore)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_10utf8string_StringStore = (struct __pyx_vtabstruct_5spacy_10utf8string_StringStore*)__Pyx_GetVtable(__pyx_ptype_5spacy_10utf8string_StringStore->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10utf8string_StringStore)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_4bool_bool = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "bool", sizeof(PyBoolObject), 0); if (unlikely(!__pyx_ptype_7cpython_4bool_bool)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_7complex_complex = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "complex", sizeof(PyComplexObject), 0); if (unlikely(!__pyx_ptype_7cpython_7complex_complex)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_5cache_ScoresCache = __Pyx_ImportType("thinc.cache", "ScoresCache", sizeof(struct __pyx_obj_5thinc_5cache_ScoresCache), 1); if (unlikely(!__pyx_ptype_5thinc_5cache_ScoresCache)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_5cache_ScoresCache = (struct __pyx_vtabstruct_5thinc_5cache_ScoresCache*)__Pyx_GetVtable(__pyx_ptype_5thinc_5cache_ScoresCache->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_5cache_ScoresCache)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_8features_Extractor = __Pyx_ImportType("thinc.features", "Extractor", sizeof(struct __pyx_obj_5thinc_8features_Extractor), 1); if (unlikely(!__pyx_ptype_5thinc_8features_Extractor)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_8features_Extractor = (struct __pyx_vtabstruct_5thinc_8features_Extractor*)__Pyx_GetVtable(__pyx_ptype_5thinc_8features_Extractor->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_8features_Extractor)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner_LinearModel = __Pyx_ImportType("thinc.learner", "LinearModel", sizeof(struct __pyx_obj_5thinc_7learner_LinearModel), 1); if (unlikely(!__pyx_ptype_5thinc_7learner_LinearModel)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner_LinearModel = (struct __pyx_vtabstruct_5thinc_7learner_LinearModel*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner_LinearModel->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner_LinearModel)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner__Writer = __Pyx_ImportType("thinc.learner", "_Writer", sizeof(struct __pyx_obj_5thinc_7learner__Writer), 1); if (unlikely(!__pyx_ptype_5thinc_7learner__Writer)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner__Writer = (struct __pyx_vtabstruct_5thinc_7learner__Writer*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner__Writer->tp_dict); 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goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_6tagger_Tagger = (struct __pyx_vtabstruct_5spacy_6tagger_Tagger*)__Pyx_GetVtable(__pyx_ptype_5spacy_6tagger_Tagger->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6tagger_Tagger)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_10morphology_Morphologizer = __Pyx_ImportType("spacy.morphology", "Morphologizer", sizeof(struct __pyx_obj_5spacy_10morphology_Morphologizer), 1); if (unlikely(!__pyx_ptype_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_10morphology_Morphologizer = (struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer*)__Pyx_GetVtable(__pyx_ptype_5spacy_10morphology_Morphologizer->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_4lang_Lexicon = __Pyx_ImportType("spacy.lang", "Lexicon", sizeof(struct __pyx_obj_5spacy_4lang_Lexicon), 1); 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+ Py_XDECREF(py_funcname); + return py_code; +} +#endif + +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, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, 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, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, 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, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + 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)) + PyErr_Clear(); + else + return NULL; + } + } + 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)); +} + +#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 + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + 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); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + Py_INCREF(value); + if (!tb || tb == Py_None) + tb = NULL; + else { + Py_INCREF(tb); + if (!PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + } + if (PyType_Check(type)) { +#if CYTHON_COMPILING_IN_PYPY + if (!value) { + Py_INCREF(Py_None); + value = Py_None; + } +#endif + PyErr_NormalizeException(&type, &value, &tb); + } else { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + value = type; + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + } + __Pyx_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) { + if (PyObject_IsSubclass(instance_class, type)) { + type = instance_class; + } else { + instance_class = NULL; + } + } + } + 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 + +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); +} + +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"); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +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; +} + +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; +} + +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) / 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); +} + +#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; + 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; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value) \ + { \ + 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 (is_unsigned && unlikely(value < zero)) \ + goto raise_neg_overflow; \ + else \ + goto raise_overflow; \ + } \ + } \ + return (target_type) value; \ + } + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" + #endif +#endif + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { + const int neg_one = (int) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(int) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong(x)) + } else if (sizeof(int) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = 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); + } else if (sizeof(int) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + } +} + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { + const long neg_one = (long) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(long) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(long) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(long) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong(x)) + } else if (sizeof(long) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return ::std::complex< float >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return x + y*(__pyx_t_float_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + __pyx_t_float_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrtf(z.real*z.real + z.imag*z.imag); + #else + return hypotf(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + float denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(a, a); + case 3: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, a); + case 4: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_absf(a); + theta = atan2f(a.imag, a.real); + } + lnr = logf(r); + z_r = expf(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cosf(z_theta); + z.imag = z_r * sinf(z_theta); + return z; + } + #endif +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return ::std::complex< double >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return x + y*(__pyx_t_double_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + __pyx_t_double_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrt(z.real*z.real + z.imag*z.imag); + #else + return hypot(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + double denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(a, a); + case 3: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, a); + case 4: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_abs(a); + theta = atan2(a.imag, a.real); + } + lnr = log(r); + z_r = exp(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cos(z_theta); + z.imag = z_r * sin(z_theta); + return z; + } + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value) { + const int32_t neg_one = (int32_t) -1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int32_t) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int32_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int32_t), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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); + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(uint64_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(uint64_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + 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); + } +} + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *x) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(uint64_t) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(uint64_t, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(uint64_t) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long, PyLong_AsLong(x)) + } else if (sizeof(uint64_t) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +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; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = 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); + } else if (sizeof(long) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +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; +} + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) { + PyObject *d = 0; + PyObject *cobj = 0; + union { + void (*fp)(void); + void *p; + } tmp; + d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__"); + if (!d) { + PyErr_Clear(); + d = PyDict_New(); + if (!d) + goto bad; + Py_INCREF(d); + if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0) + goto bad; + } + tmp.fp = f; +#if PY_VERSION_HEX >= 0x02070000 + cobj = PyCapsule_New(tmp.p, sig, 0); +#else + cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0); +#endif + if (!cobj) + goto bad; + if (PyDict_SetItemString(d, name, cobj) < 0) + goto bad; + Py_DECREF(cobj); + Py_DECREF(d); + return 0; +bad: + Py_XDECREF(cobj); + Py_XDECREF(d); + return -1; +} + +#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 + +#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", + module_name, class_name); + 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", + module_name, class_name); + goto bad; + } + return (PyTypeObject *)result; +bad: + Py_XDECREF(py_module); + Py_XDECREF(result); + return NULL; +} +#endif + +#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 + +#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 + +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; + ++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 char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { +#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 + 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_Int(PyObject* x) { + PyNumberMethods *m; + 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 Py_INCREF(x), x; + 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 + 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))) + return PyInt_AS_LONG(b); +#endif + if (likely(PyLong_CheckExact(b))) { + #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(b)) { + case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0]; + case 0: return 0; + case 1: return ((PyLongObject*)b)->ob_digit[0]; + } + #endif + #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 */ diff --git a/spacy/syntax/_state.pxd b/spacy/syntax/_state.pxd new file mode 100644 index 000000000..a5532ac1a --- /dev/null +++ b/spacy/syntax/_state.pxd @@ -0,0 +1,85 @@ +from libc.stdint cimport uint32_t + +from cymem.cymem cimport Pool + +from ..tokens cimport TokenC + + +cdef struct State: + TokenC* sent + int i + int sent_len + int stack_len + + +cdef int add_dep(State *s, TokenC* head, TokenC* child, int label) except -1 + + +cdef TokenC* pop_stack(State *s) except NULL +cdef int push_stack(State *s) except -1 + + +cdef inline bint has_head(const TokenC* t) nogil: + return t.head != 0 + + +cdef inline int get_idx(const State* s, const TokenC* t) nogil: + return t - s.sent + + +cdef inline TokenC* get_n0(const State* s) nogil: + return &s.sent[s.i] + + +cdef inline TokenC* get_n1(const State* s) nogil: + if s.i < (s.sent_len - 1): + return &s.sent[s.i+1] + else: + return s.sent - 1 + + +cdef inline TokenC* get_n2(const State* s) nogil: + return &s.sent[s.i+2] + + +cdef inline TokenC* get_s0(const State *s) nogil: + return s.stack[0] + + +cdef inline TokenC* get_s1(const State *s) nogil: + # Rely on our padding to ensure we don't go out of bounds here + cdef TokenC** s1 = s.stack - 1 + return s1[0] + + +cdef inline TokenC* get_s2(const State *s) nogil: + # Rely on our padding to ensure we don't go out of bounds here + cdef TokenC** s2 = s.stack - 2 + return s2[0] + +cdef TokenC* get_right(State* s, TokenC* head, int idx) nogil +cdef TokenC* get_left(State* s, TokenC* head, int idx) nogil + +cdef inline bint at_eol(const State *s) nogil: + return s.i >= s.sent_len + + +cdef inline bint is_final(const State *s) nogil: + return at_eol(s) # The stack will be attached to root anyway + + +cdef int children_in_buffer(const State *s, const TokenC* target, list gold) except -1 +cdef int head_in_buffer(const State *s, const TokenC* target, list gold) except -1 +cdef int children_in_stack(const State *s, const TokenC* target, list gold) except -1 +cdef int head_in_stack(const State *s, const TokenC*, list gold) except -1 + +cdef State* init_state(Pool mem, TokenC* sent, const int sent_length) except NULL + + + +cdef inline uint32_t _nth_significant_bit(uint32_t bits, int n) nogil: + cdef int i + for i in range(32): + if bits & (1 << i): + return i + return 0 diff --git a/spacy/syntax/_state.pyx b/spacy/syntax/_state.pyx new file mode 100644 index 000000000..9e38d24ba --- /dev/null +++ b/spacy/syntax/_state.pyx @@ -0,0 +1,129 @@ +# cython: profile=True +from libc.string cimport memmove +from cymem.cymem cimport Pool + +from ..lexeme cimport EMPTY_LEXEME + + +cdef int add_dep(State *s, TokenC* head, TokenC* child, int label) except -1: + child.head = head - child + child.dep_tag = label + # Keep a bit-vector tracking child dependencies. If a word has a child at + # offset i from it, set that bit (tracking left and right separately) + if child > head: + head.r_kids |= 1 << child.head + else: + head.l_kids |= 1 << (-child.head) + + +cdef TokenC* pop_stack(State *s) except NULL: + assert s.stack_len >= 1 + cdef TokenC* top = s.stack[0] + s.stack -= 1 + s.stack_len -= 1 + return top + + +cdef int push_stack(State *s) except -1: + assert s.i < s.sent_len + s.stack += 1 + s.stack[0] = &s.sent[s.i] + s.stack_len += 1 + s.i += 1 + + +cdef int children_in_buffer(const State *s, const TokenC* target, list gold) except -1: + # Golds holds an array of head offsets --- the head of word i is i - golds[i] + # Iterate over the tokens of the queue, and check whether their gold head is + # our target + cdef int i + cdef int n = 0 + cdef TokenC* buff_word + cdef TokenC* buff_head + cdef int buff_word_head_offset + for i in range(s.i, s.sent_len): + buff_word = &s.sent[i] + buff_word_head_offset = gold[i] + buff_head = buff_word + buff_word_head_offset + if buff_head == target: + n += 1 + return n + + +cdef int head_in_buffer(const State *s, const TokenC* target, list gold) except -1: + cdef int target_idx = get_idx(s, target) + cdef int target_head_idx = target_idx + gold[target_idx] + return target_head_idx >= s.i + + +cdef int children_in_stack(const State *s, const TokenC* target, list gold) except -1: + if s.stack_len == 0: + return 0 + cdef int i + cdef int n = 0 + cdef const TokenC* stack_word + cdef const TokenC* stack_word_head + cdef int stack_word_head_offset + for i in range(s.stack_len): + stack_word = (s.stack - i)[0] + stack_word_head_offset = gold[get_idx(s, stack_word)] + stack_word_head = (s.stack + stack_word_head_offset)[0] + if stack_word_head == target: + n += 1 + return n + + +cdef int head_in_stack(const State *s, const TokenC* target, list gold) except -1: + if s.stack_len == 0: + return 0 + cdef int head_offset = gold[get_idx(s, target)] + cdef const TokenC* target_head = target + head_offset + cdef int i + for i in range(s.stack_len): + if target_head == (s.stack - i)[0]: + return 1 + return 0 + + +cdef TokenC* get_left(State* s, TokenC* head, int idx) nogil: + cdef uint32_t kids = head.l_kids + if kids == 0: + return s.sent - 1 + cdef int offset = _nth_significant_bit(kids, idx) + cdef TokenC* child = head - offset + if child >= s.sent: + return child + else: + return s.sent - 1 + + +cdef TokenC* get_right(State* s, TokenC* head, int idx) nogil: + cdef uint32_t kids = head.r_kids + if kids == 0: + return s.sent - 1 + cdef int offset = _nth_significant_bit(kids, idx) + cdef TokenC* child = head + offset + if child < (s.sent + s.sent_len): + return child + else: + return s.sent - 1 + + +DEF PADDING = 5 + + +cdef State* init_state(Pool mem, TokenC* sent, const int sent_length) except NULL: + cdef int padded_len = sent_length + PADDING + PADDING + cdef State* s = mem.alloc(1, sizeof(State)) + s.stack = mem.alloc(padded_len, sizeof(TokenC*)) + cdef TokenC* eol_token = sent - 1 + for i in range(PADDING): + # sent should be padded, with a suitable sentinel token here + s.stack[0] = eol_token + s.stack += 1 + s.stack[0] = eol_token + s.sent = sent + s.stack_len = 0 + s.i = 0 + s.sent_len = sent_length + return s diff --git a/spacy/syntax/arc_eager.cpp b/spacy/syntax/arc_eager.cpp new file mode 100644 index 000000000..fc27a5073 --- /dev/null +++ b/spacy/syntax/arc_eager.cpp @@ -0,0 +1,10383 @@ +/* Generated by Cython 0.21.1 */ + +#define PY_SSIZE_T_CLEAN +#ifndef CYTHON_USE_PYLONG_INTERNALS +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 0 +#else +#include "pyconfig.h" +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 1 +#else +#define CYTHON_USE_PYLONG_INTERNALS 0 +#endif +#endif +#endif +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000) + #error Cython requires Python 2.6+ or Python 3.2+. +#else +#define CYTHON_ABI "0_21_1" +#include +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 +#define Py_OptimizeFlag 0 +#endif +#define __PYX_BUILD_PY_SSIZE_T "n" +#define CYTHON_FORMAT_SSIZE_T "z" +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyClass_Type +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyType_Type +#endif +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#if PY_VERSION_HEX < 0x030400a1 && !defined(Py_TPFLAGS_HAVE_FINALIZE) + #define Py_TPFLAGS_HAVE_FINALIZE 0 +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) + #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) + #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) + #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#endif +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) + #define __Pyx_PyFrozenSet_Size(s) PyObject_Size(s) +#else + #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ? \ + PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) + #define __Pyx_PyFrozenSet_Size(s) PySet_Size(s) +#endif +#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) +#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) +#else + #define __Pyx_PyString_Format(a, b) PyString_Format(a, b) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) + #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) +#else + #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask + #define PyNumber_Int PyNumber_Long +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY + #ifndef PyUnicode_InternFromString + #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) + #endif +#endif +#if PY_VERSION_HEX < 0x030200A4 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t PyInt_AsLong +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#else + #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) +#endif +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) && _MSC_VER >= 1400 + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and + a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is + a quiet NaN. */ + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif +#ifdef __cplusplus +template +void __Pyx_call_destructor(T* x) { + x->~T(); +} +#endif + + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE__spacy__syntax__arc_eager +#define __PYX_HAVE_API__spacy__syntax__arc_eager +#include "stdint.h" +#include "string.h" +#include "stdio.h" +#include "stdlib.h" +#include "numpy/arrayobject.h" +#include "numpy/ufuncobject.h" +#include "MurmurHash3.h" +#include "MurmurHash2.h" +#include +#include "ios" +#include "new" +#include "stdexcept" +#include "typeinfo" +#include "pythread.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#define __Pyx_fits_Py_ssize_t(v, type, is_signed) ( \ + (sizeof(type) < sizeof(Py_ssize_t)) || \ + (sizeof(type) > sizeof(Py_ssize_t) && \ + likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX) && \ + (!is_signed || likely(v > (type)PY_SSIZE_T_MIN || \ + v == (type)PY_SSIZE_T_MIN))) || \ + (sizeof(type) == sizeof(Py_ssize_t) && \ + (is_signed || likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX))) ) +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE 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_AsSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((const char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((const char*)s) +#define __Pyx_PyByteArray_FromUString(s) __Pyx_PyByteArray_FromString((const char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((const char*)s) +#define __Pyx_PyUnicode_FromUString(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_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(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_COMPILING_IN_CPYTHON +#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 && __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*) (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; + 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 PyObject *__pyx_m; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + +#if !defined(CYTHON_CCOMPLEX) + #if defined(__cplusplus) + #define CYTHON_CCOMPLEX 1 + #elif defined(_Complex_I) + #define CYTHON_CCOMPLEX 1 + #else + #define CYTHON_CCOMPLEX 0 + #endif +#endif +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #include + #else + #include + #endif +#endif +#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) + #undef _Complex_I + #define _Complex_I 1.0fj +#endif + + +static const char *__pyx_f[] = { + "spacy/syntax/arc_eager.pyx", + "spacy/syntax/arc_eager.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd", + ".env/lib/python2.7/site-packages/cymem/cymem.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/type.pxd", + ".env/lib/python2.7/site-packages/preshed/maps.pxd", + "spacy/utf8string.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/bool.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/complex.pxd", + "cache.pxd", + "features.pxd", + "learner.pxd", + "spacy/tagger.pxd", + "spacy/morphology.pxd", + "spacy/lang.pxd", + "spacy/tokens.pxd", +}; + +/* "thinc/typedefs.pxd":7 + * + * + * ctypedef float weight_t # <<<<<<<<<<<<<< + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + */ +typedef float __pyx_t_5thinc_8typedefs_weight_t; + +/* "thinc/typedefs.pxd":8 + * + * ctypedef float weight_t + * ctypedef uint64_t atom_t # <<<<<<<<<<<<<< + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_atom_t; + +/* "thinc/typedefs.pxd":9 + * ctypedef float weight_t + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t # <<<<<<<<<<<<<< + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_feat_t; + +/* "thinc/typedefs.pxd":10 + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t # <<<<<<<<<<<<<< + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t + */ +typedef int32_t __pyx_t_5thinc_8typedefs_class_t; + +/* "thinc/typedefs.pxd":11 + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + * ctypedef uint32_t count_t # <<<<<<<<<<<<<< + * ctypedef uint32_t time_t + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_count_t; + +/* "thinc/typedefs.pxd":12 + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t # <<<<<<<<<<<<<< + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_time_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":723 + * # in Cython to enable them only on the right systems. + * + * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + */ +typedef npy_int8 __pyx_t_5numpy_int8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":724 + * + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t + */ +typedef npy_int16 __pyx_t_5numpy_int16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":725 + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< + * ctypedef npy_int64 int64_t + * #ctypedef npy_int96 int96_t + */ +typedef npy_int32 __pyx_t_5numpy_int32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":726 + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< + * #ctypedef npy_int96 int96_t + * #ctypedef npy_int128 int128_t + */ +typedef npy_int64 __pyx_t_5numpy_int64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":730 + * #ctypedef npy_int128 int128_t + * + * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + */ +typedef npy_uint8 __pyx_t_5numpy_uint8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":731 + * + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t + */ +typedef npy_uint16 __pyx_t_5numpy_uint16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":732 + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< + * ctypedef npy_uint64 uint64_t + * #ctypedef npy_uint96 uint96_t + */ +typedef npy_uint32 __pyx_t_5numpy_uint32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":733 + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< + * #ctypedef npy_uint96 uint96_t + * #ctypedef npy_uint128 uint128_t + */ +typedef npy_uint64 __pyx_t_5numpy_uint64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":737 + * #ctypedef npy_uint128 uint128_t + * + * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< + * ctypedef npy_float64 float64_t + * #ctypedef npy_float80 float80_t + */ +typedef npy_float32 __pyx_t_5numpy_float32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":738 + * + * ctypedef npy_float32 float32_t + * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< + * #ctypedef npy_float80 float80_t + * #ctypedef npy_float128 float128_t + */ +typedef npy_float64 __pyx_t_5numpy_float64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":747 + * # The int types are mapped a bit surprising -- + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t + */ +typedef npy_long __pyx_t_5numpy_int_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":748 + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong longlong_t + * + */ +typedef npy_longlong __pyx_t_5numpy_long_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":749 + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_ulong uint_t + */ +typedef npy_longlong __pyx_t_5numpy_longlong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":751 + * ctypedef npy_longlong longlong_t + * + * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t + */ +typedef npy_ulong __pyx_t_5numpy_uint_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":752 + * + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulonglong_t + * + */ +typedef npy_ulonglong __pyx_t_5numpy_ulong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":753 + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_intp intp_t + */ +typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":755 + * ctypedef npy_ulonglong ulonglong_t + * + * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< + * ctypedef npy_uintp uintp_t + * + */ +typedef npy_intp __pyx_t_5numpy_intp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":756 + * + * ctypedef npy_intp intp_t + * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< + * + * ctypedef npy_double float_t + */ +typedef npy_uintp __pyx_t_5numpy_uintp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":758 + * ctypedef npy_uintp uintp_t + * + * ctypedef npy_double float_t # <<<<<<<<<<<<<< + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t + */ +typedef npy_double __pyx_t_5numpy_float_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":759 + * + * ctypedef npy_double float_t + * ctypedef npy_double double_t # <<<<<<<<<<<<<< + * ctypedef npy_longdouble longdouble_t + * + */ +typedef npy_double __pyx_t_5numpy_double_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":760 + * ctypedef npy_double float_t + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cfloat cfloat_t + */ +typedef npy_longdouble __pyx_t_5numpy_longdouble_t; + +/* "spacy/typedefs.pxd":4 + * from libc.stdint cimport uint8_t + * + * ctypedef uint64_t hash_t # <<<<<<<<<<<<<< + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_hash_t; + +/* "spacy/typedefs.pxd":6 + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t # <<<<<<<<<<<<<< + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_attr_t; + +/* "spacy/typedefs.pxd":7 + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t # <<<<<<<<<<<<<< + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_flags_t; + +/* "spacy/typedefs.pxd":8 + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t # <<<<<<<<<<<<<< + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_id_t; + +/* "spacy/typedefs.pxd":9 + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t # <<<<<<<<<<<<<< + * ctypedef uint16_t tag_t + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_len_t; + +/* "spacy/typedefs.pxd":10 + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_tag_t; + +/* "preshed/maps.pxd":5 + * + * + * ctypedef uint64_t key_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint64_t __pyx_t_7preshed_4maps_key_t; +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< float > __pyx_t_float_complex; + #else + typedef float _Complex __pyx_t_float_complex; + #endif +#else + typedef struct { float real, imag; } __pyx_t_float_complex; +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< double > __pyx_t_double_complex; + #else + typedef double _Complex __pyx_t_double_complex; + #endif +#else + typedef struct { double real, imag; } __pyx_t_double_complex; +#endif + + +/*--- Type declarations ---*/ +struct __pyx_obj_5cymem_5cymem_Pool; +struct __pyx_obj_5cymem_5cymem_Address; +struct __pyx_obj_7preshed_4maps_PreshMap; +struct __pyx_obj_7preshed_4maps_PreshMapArray; +struct __pyx_obj_5spacy_10utf8string_StringStore; +struct __pyx_obj_5thinc_5cache_ScoresCache; +struct __pyx_obj_5thinc_8features_Extractor; +struct __pyx_obj_5thinc_7learner_LinearModel; +struct __pyx_obj_5thinc_7learner__Writer; +struct __pyx_obj_5thinc_7learner__Reader; +struct __pyx_obj_5spacy_6tagger_Tagger; +struct __pyx_obj_5spacy_10morphology_Morphologizer; +struct __pyx_obj_5spacy_4lang_Lexicon; +struct __pyx_obj_5spacy_4lang_Language; +struct __pyx_obj_5spacy_6tokens_Tokens; +struct __pyx_obj_5spacy_6tokens_Token; +struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":762 + * ctypedef npy_longdouble longdouble_t + * + * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t + */ +typedef npy_cfloat __pyx_t_5numpy_cfloat_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":763 + * + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< + * ctypedef npy_clongdouble clongdouble_t + * + */ +typedef npy_cdouble __pyx_t_5numpy_cdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":764 + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cdouble complex_t + */ +typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":766 + * ctypedef npy_clongdouble clongdouble_t + * + * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< + * + * cdef inline object PyArray_MultiIterNew1(a): + */ +typedef npy_cdouble __pyx_t_5numpy_complex_t; +struct __pyx_t_5spacy_8typedefs_Morphology; + +/* "spacy/typedefs.pxd":5 + * + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t # <<<<<<<<<<<<<< + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + */ +typedef char *__pyx_t_5spacy_8typedefs_utf8_t; + +/* "spacy/typedefs.pxd":13 + * + * + * cdef struct Morphology: # <<<<<<<<<<<<<< + * uint8_t number + * uint8_t tenspect # Tense/aspect/voice + */ +struct __pyx_t_5spacy_8typedefs_Morphology { + uint8_t number; + uint8_t tenspect; + uint8_t mood; + uint8_t gender; + uint8_t person; + uint8_t __pyx_case; + uint8_t misc; +}; +struct __pyx_t_7preshed_4maps_Cell; +struct __pyx_t_7preshed_4maps_MapStruct; + +/* "preshed/maps.pxd":8 + * + * + * cdef struct Cell: # <<<<<<<<<<<<<< + * key_t key + * void* value + */ +struct __pyx_t_7preshed_4maps_Cell { + __pyx_t_7preshed_4maps_key_t key; + void *value; +}; + +/* "preshed/maps.pxd":13 + * + * + * cdef struct MapStruct: # <<<<<<<<<<<<<< + * size_t length + * size_t filled + */ +struct __pyx_t_7preshed_4maps_MapStruct { + size_t length; + size_t filled; + struct __pyx_t_7preshed_4maps_Cell *cells; +}; +struct __pyx_t_5spacy_10utf8string_Utf8Str; +struct __pyx_t_5spacy_10utf8string_UniStr; + +/* "spacy/utf8string.pxd":8 + * + * + * cdef struct Utf8Str: # <<<<<<<<<<<<<< + * id_t i + * hash_t key + */ +struct __pyx_t_5spacy_10utf8string_Utf8Str { + __pyx_t_5spacy_8typedefs_id_t i; + __pyx_t_5spacy_8typedefs_hash_t key; + __pyx_t_5spacy_8typedefs_utf8_t chars; + int length; +}; + +/* "spacy/utf8string.pxd":15 + * + * + * cdef struct UniStr: # <<<<<<<<<<<<<< + * Py_UNICODE* chars + * size_t n + */ +struct __pyx_t_5spacy_10utf8string_UniStr { + Py_UNICODE *chars; + size_t n; + __pyx_t_5spacy_8typedefs_hash_t key; +}; +struct __pyx_t_5spacy_6lexeme_Lexeme; + +/* "spacy/lexeme.pxd":7 + * + * # Reserve 64 values for flag features + * cpdef enum attr_id_t: # <<<<<<<<<<<<<< + * FLAG0 + * FLAG1 + */ +enum __pyx_t_5spacy_6lexeme_attr_id_t { + __pyx_e_5spacy_6lexeme_FLAG0, + __pyx_e_5spacy_6lexeme_FLAG1, + __pyx_e_5spacy_6lexeme_FLAG2, + __pyx_e_5spacy_6lexeme_FLAG3, + __pyx_e_5spacy_6lexeme_FLAG4, + __pyx_e_5spacy_6lexeme_FLAG5, + __pyx_e_5spacy_6lexeme_FLAG6, + __pyx_e_5spacy_6lexeme_FLAG7, + __pyx_e_5spacy_6lexeme_FLAG8, + __pyx_e_5spacy_6lexeme_FLAG9, + __pyx_e_5spacy_6lexeme_FLAG10, + __pyx_e_5spacy_6lexeme_FLAG11, + __pyx_e_5spacy_6lexeme_FLAG12, + __pyx_e_5spacy_6lexeme_FLAG13, + __pyx_e_5spacy_6lexeme_FLAG14, + __pyx_e_5spacy_6lexeme_FLAG15, + __pyx_e_5spacy_6lexeme_FLAG16, + __pyx_e_5spacy_6lexeme_FLAG17, + __pyx_e_5spacy_6lexeme_FLAG18, + __pyx_e_5spacy_6lexeme_FLAG19, + __pyx_e_5spacy_6lexeme_FLAG20, + __pyx_e_5spacy_6lexeme_FLAG21, + __pyx_e_5spacy_6lexeme_FLAG22, + __pyx_e_5spacy_6lexeme_FLAG23, + __pyx_e_5spacy_6lexeme_FLAG24, + __pyx_e_5spacy_6lexeme_FLAG25, + __pyx_e_5spacy_6lexeme_FLAG26, + __pyx_e_5spacy_6lexeme_FLAG27, + __pyx_e_5spacy_6lexeme_FLAG28, + __pyx_e_5spacy_6lexeme_FLAG29, + __pyx_e_5spacy_6lexeme_FLAG30, + __pyx_e_5spacy_6lexeme_FLAG31, + __pyx_e_5spacy_6lexeme_FLAG32, + __pyx_e_5spacy_6lexeme_FLAG33, + __pyx_e_5spacy_6lexeme_FLAG34, + __pyx_e_5spacy_6lexeme_FLAG35, + __pyx_e_5spacy_6lexeme_FLAG36, + __pyx_e_5spacy_6lexeme_FLAG37, + __pyx_e_5spacy_6lexeme_FLAG38, + __pyx_e_5spacy_6lexeme_FLAG39, + __pyx_e_5spacy_6lexeme_FLAG40, + __pyx_e_5spacy_6lexeme_FLAG41, + __pyx_e_5spacy_6lexeme_FLAG42, + __pyx_e_5spacy_6lexeme_FLAG43, + __pyx_e_5spacy_6lexeme_FLAG44, + __pyx_e_5spacy_6lexeme_FLAG45, + __pyx_e_5spacy_6lexeme_FLAG46, + __pyx_e_5spacy_6lexeme_FLAG47, + __pyx_e_5spacy_6lexeme_FLAG48, + __pyx_e_5spacy_6lexeme_FLAG49, + __pyx_e_5spacy_6lexeme_FLAG50, + __pyx_e_5spacy_6lexeme_FLAG51, + __pyx_e_5spacy_6lexeme_FLAG52, + __pyx_e_5spacy_6lexeme_FLAG53, + __pyx_e_5spacy_6lexeme_FLAG54, + __pyx_e_5spacy_6lexeme_FLAG55, + __pyx_e_5spacy_6lexeme_FLAG56, + __pyx_e_5spacy_6lexeme_FLAG57, + __pyx_e_5spacy_6lexeme_FLAG58, + __pyx_e_5spacy_6lexeme_FLAG59, + __pyx_e_5spacy_6lexeme_FLAG60, + __pyx_e_5spacy_6lexeme_FLAG61, + __pyx_e_5spacy_6lexeme_FLAG62, + __pyx_e_5spacy_6lexeme_FLAG63, + __pyx_e_5spacy_6lexeme_ID, + __pyx_e_5spacy_6lexeme_SIC, + __pyx_e_5spacy_6lexeme_DENSE, + __pyx_e_5spacy_6lexeme_SHAPE, + __pyx_e_5spacy_6lexeme_PREFIX, + __pyx_e_5spacy_6lexeme_SUFFIX, + __pyx_e_5spacy_6lexeme_LENGTH, + __pyx_e_5spacy_6lexeme_CLUSTER, + __pyx_e_5spacy_6lexeme_POS_TYPE, + __pyx_e_5spacy_6lexeme_LEMMA +}; + +/* "spacy/lexeme.pxd":86 + * + * + * cdef struct Lexeme: # <<<<<<<<<<<<<< + * flags_t flags + * + */ +struct __pyx_t_5spacy_6lexeme_Lexeme { + __pyx_t_5spacy_8typedefs_flags_t flags; + __pyx_t_5spacy_8typedefs_attr_t id; + __pyx_t_5spacy_8typedefs_attr_t sic; + __pyx_t_5spacy_8typedefs_attr_t dense; + __pyx_t_5spacy_8typedefs_attr_t shape; + __pyx_t_5spacy_8typedefs_attr_t prefix; + __pyx_t_5spacy_8typedefs_attr_t suffix; + __pyx_t_5spacy_8typedefs_attr_t length; + __pyx_t_5spacy_8typedefs_attr_t cluster; + __pyx_t_5spacy_8typedefs_attr_t pos_type; + float prob; + float sentiment; +}; +struct __pyx_t_5thinc_8features_Template; +struct __pyx_t_5thinc_8features_Feature; + +/* "thinc/features.pxd":8 + * + * + * cdef struct Template: # <<<<<<<<<<<<<< + * int[MAX_TEMPLATE_LEN] indices + * int length + */ +struct __pyx_t_5thinc_8features_Template { + int indices[10]; + int length; + __pyx_t_5thinc_8typedefs_atom_t atoms[10]; +}; + +/* "thinc/features.pxd":14 + * + * + * cdef struct Feature: # <<<<<<<<<<<<<< + * int i + * feat_t key + */ +struct __pyx_t_5thinc_8features_Feature { + int i; + __pyx_t_5thinc_8typedefs_feat_t key; + __pyx_t_5thinc_8typedefs_weight_t value; +}; +struct __pyx_t_5thinc_7weights_WeightLine; +struct __pyx_t_5thinc_7weights_MetaData; +struct __pyx_t_5thinc_7weights_MDLine; +struct __pyx_t_5thinc_7weights_TrainFeat; + +/* "thinc/weights.pxd":20 + * DEF LINE_SIZE = 8 + * + * ctypedef weight_t[LINE_SIZE] weight_line_t # <<<<<<<<<<<<<< + * + * + */ +typedef __pyx_t_5thinc_8typedefs_weight_t __pyx_t_5thinc_7weights_weight_line_t[8]; + +/* "thinc/weights.pxd":25 + * # A set of weights, to be read in. Start indicates the class that w[0] refers + * # to. Subsequent weights go from there. + * cdef struct WeightLine: # <<<<<<<<<<<<<< + * weight_line_t line + * int start + */ +struct __pyx_t_5thinc_7weights_WeightLine { + __pyx_t_5thinc_7weights_weight_line_t line; + int start; +}; + +/* "thinc/weights.pxd":30 + * + * + * cdef struct MetaData: # <<<<<<<<<<<<<< + * weight_t total + * time_t time + */ +struct __pyx_t_5thinc_7weights_MetaData { + __pyx_t_5thinc_8typedefs_weight_t total; + __pyx_t_5thinc_8typedefs_time_t time; +}; + +/* "thinc/weights.pxd":37 + * + * + * cdef struct MDLine: # <<<<<<<<<<<<<< + * MetaData[LINE_SIZE] line + * + */ +struct __pyx_t_5thinc_7weights_MDLine { + struct __pyx_t_5thinc_7weights_MetaData line[8]; +}; + +/* "thinc/weights.pxd":41 + * + * + * cdef struct TrainFeat: # <<<<<<<<<<<<<< + * WeightLine* weights + * MDLine* meta + */ +struct __pyx_t_5thinc_7weights_TrainFeat { + struct __pyx_t_5thinc_7weights_WeightLine *weights; + struct __pyx_t_5thinc_7weights_MDLine *meta; + uint32_t length; + uint32_t _resize_at; +}; +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict; + +/* "spacy/tagger.pxd":16 + * + * cdef class Tagger: + * cdef class_t predict(self, const atom_t* context, object golds=*) except * # <<<<<<<<<<<<<< + * + * cpdef readonly Pool mem + */ +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict { + int __pyx_n; + PyObject *golds; +}; +struct __pyx_t_5spacy_10morphology_PosTag; + +/* "spacy/morphology.pxd":12 + * + * # Google universal tag set + * cpdef enum univ_tag_t: # <<<<<<<<<<<<<< + * NO_TAG + * ADJ + */ +enum __pyx_t_5spacy_10morphology_univ_tag_t { + __pyx_e_5spacy_10morphology_NO_TAG, + __pyx_e_5spacy_10morphology_ADJ, + __pyx_e_5spacy_10morphology_ADV, + __pyx_e_5spacy_10morphology_ADP, + __pyx_e_5spacy_10morphology_CONJ, + __pyx_e_5spacy_10morphology_DET, + __pyx_e_5spacy_10morphology_NOUN, + __pyx_e_5spacy_10morphology_NUM, + __pyx_e_5spacy_10morphology_PRON, + __pyx_e_5spacy_10morphology_PRT, + __pyx_e_5spacy_10morphology_VERB, + __pyx_e_5spacy_10morphology_X, + __pyx_e_5spacy_10morphology_PUNCT, + __pyx_e_5spacy_10morphology_EOL, + __pyx_e_5spacy_10morphology_N_UNIV_TAGS +}; + +/* "spacy/morphology.pxd":30 + * + * + * cdef struct PosTag: # <<<<<<<<<<<<<< + * Morphology morph + * int id + */ +struct __pyx_t_5spacy_10morphology_PosTag { + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int id; + enum __pyx_t_5spacy_10morphology_univ_tag_t pos; +}; +union __pyx_t_5spacy_4lang_LexemesOrTokens; +struct __pyx_t_5spacy_4lang_Cached; + +/* "spacy/lang.pxd":16 + * + * + * cdef union LexemesOrTokens: # <<<<<<<<<<<<<< + * const Lexeme* const* lexemes + * TokenC* tokens + */ +union __pyx_t_5spacy_4lang_LexemesOrTokens { + struct __pyx_t_5spacy_6lexeme_Lexeme const *const *lexemes; + struct __pyx_t_5spacy_6tokens_TokenC *tokens; +}; + +/* "spacy/lang.pxd":21 + * + * + * cdef struct Cached: # <<<<<<<<<<<<<< + * LexemesOrTokens data + * bint is_lex + */ +struct __pyx_t_5spacy_4lang_Cached { + union __pyx_t_5spacy_4lang_LexemesOrTokens data; + int is_lex; + int length; +}; +struct __pyx_t_5spacy_6tokens_TokenC; + +/* "spacy/tokens.pxd":17 + * + * + * cdef struct TokenC: # <<<<<<<<<<<<<< + * const Lexeme* lex + * Morphology morph + */ +struct __pyx_t_5spacy_6tokens_TokenC { + struct __pyx_t_5spacy_6lexeme_Lexeme const *lex; + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int idx; + int pos; + int lemma; + int sense; + int head; + int dep_tag; + uint32_t l_kids; + uint32_t r_kids; +}; + +/* "spacy/tokens.pxd":30 + * + * + * ctypedef const Lexeme* const_Lexeme_ptr # <<<<<<<<<<<<<< + * ctypedef TokenC* TokenC_ptr + * + */ +typedef struct __pyx_t_5spacy_6lexeme_Lexeme const *__pyx_t_5spacy_6tokens_const_Lexeme_ptr; + +/* "spacy/tokens.pxd":31 + * + * ctypedef const Lexeme* const_Lexeme_ptr + * ctypedef TokenC* TokenC_ptr # <<<<<<<<<<<<<< + * + * ctypedef fused LexemeOrToken: + */ +typedef struct __pyx_t_5spacy_6tokens_TokenC *__pyx_t_5spacy_6tokens_TokenC_ptr; +struct __pyx_t_5spacy_6syntax_6_state_State; + +/* "spacy/syntax/_state.pxd":8 + * + * + * cdef struct State: # <<<<<<<<<<<<<< + * TokenC** stack + * TokenC* sent + */ +struct __pyx_t_5spacy_6syntax_6_state_State { + struct __pyx_t_5spacy_6tokens_TokenC **stack; + struct __pyx_t_5spacy_6tokens_TokenC *sent; + int i; + int sent_len; + int stack_len; +}; +struct __pyx_t_5spacy_6syntax_9arc_eager_Transition; + +/* "spacy/syntax/arc_eager.pxd":9 + * + * + * cdef struct Transition: # <<<<<<<<<<<<<< + * int move + * int label + */ +struct __pyx_t_5spacy_6syntax_9arc_eager_Transition { + int move; + int label; +}; + +/* "spacy/syntax/arc_eager.pyx":11 + * + * + * cdef enum: # <<<<<<<<<<<<<< + * SHIFT + * REDUCE + */ +enum { + __pyx_e_5spacy_6syntax_9arc_eager_SHIFT, + __pyx_e_5spacy_6syntax_9arc_eager_REDUCE, + __pyx_e_5spacy_6syntax_9arc_eager_LEFT, + __pyx_e_5spacy_6syntax_9arc_eager_RIGHT, + __pyx_e_5spacy_6syntax_9arc_eager_N_MOVES +}; + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ +struct __pyx_obj_5cymem_5cymem_Pool { + PyObject_HEAD + struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtab; + size_t size; + PyObject *addresses; +}; + + +/* "cymem/cymem.pxd":10 + * + * + * cdef class Address: # <<<<<<<<<<<<<< + * cdef void* ptr + */ +struct __pyx_obj_5cymem_5cymem_Address { + PyObject_HEAD + void *ptr; +}; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ +struct __pyx_obj_7preshed_4maps_PreshMap { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtab; + struct __pyx_t_7preshed_4maps_MapStruct *c_map; + struct __pyx_obj_5cymem_5cymem_Pool *mem; +}; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ +struct __pyx_obj_7preshed_4maps_PreshMapArray { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_7preshed_4maps_MapStruct *maps; + size_t length; +}; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ +struct __pyx_obj_5spacy_10utf8string_StringStore { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; + struct __pyx_t_5spacy_10utf8string_Utf8Str *strings; + int size; + int _resize_at; +}; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ +struct __pyx_obj_5thinc_5cache_ScoresCache { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtab; + size_t i; + size_t max_size; + __pyx_t_5thinc_8typedefs_class_t scores_size; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + __pyx_t_5thinc_8typedefs_weight_t **_arrays; + __pyx_t_5thinc_8typedefs_weight_t *_scores_if_full; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + size_t n_hit; + size_t n_total; +}; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ +struct __pyx_obj_5thinc_8features_Extractor { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_5thinc_8features_Template *templates; + struct __pyx_t_5thinc_8features_Feature *feats; + int n_templ; +}; + +struct __pyx_obj_5thinc_7learner_LinearModel { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtab; + __pyx_t_5thinc_8typedefs_time_t time; + __pyx_t_5thinc_8typedefs_class_t nr_class; + int nr_templates; + size_t n_corr; + size_t total; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMapArray *weights; + struct __pyx_obj_5thinc_5cache_ScoresCache *cache; + __pyx_t_5thinc_8typedefs_weight_t *scores; + struct __pyx_t_5thinc_7weights_WeightLine *_weight_lines; + size_t _max_wl; +}; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Writer { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Reader { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ +struct __pyx_obj_5spacy_6tagger_Tagger { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5thinc_8features_Extractor *extractor; + struct __pyx_obj_5thinc_7learner_LinearModel *model; + PyObject *tag_names; + PyObject *tagdict; +}; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ +struct __pyx_obj_5spacy_10morphology_Morphologizer { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + PyObject *lemmatizer; + struct __pyx_t_5spacy_10morphology_PosTag *tags; + PyObject *tag_names; + struct __pyx_obj_7preshed_4maps_PreshMapArray *_cache; +}; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ +struct __pyx_obj_5spacy_4lang_Lexicon { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtab; + PyObject *get_lex_props; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + std::vector lexemes; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; +}; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ +struct __pyx_obj_5spacy_4lang_Language { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + PyObject *name; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + struct __pyx_obj_7preshed_4maps_PreshMap *_specials; + struct __pyx_obj_5spacy_4lang_Lexicon *lexicon; + struct __pyx_obj_5spacy_6tagger_Tagger *pos_tagger; + struct __pyx_obj_5spacy_10morphology_Morphologizer *morphologizer; + struct __pyx_obj_7preshed_4maps_PreshMap *_pos_cache; + PyObject *_prefix_re; + PyObject *_suffix_re; + PyObject *_infix_re; +}; + +struct __pyx_obj_5spacy_6tokens_Tokens { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_4lang_Language *lang; + PyObject *tag_names; + struct __pyx_t_5spacy_6tokens_TokenC *data; + int length; + int max_length; +}; + + +/* "spacy/tokens.pxd":53 + * + * + * cdef class Token: # <<<<<<<<<<<<<< + * cdef public Language lang + * cdef public int i + */ +struct __pyx_obj_5spacy_6tokens_Token { + PyObject_HEAD + struct __pyx_obj_5spacy_4lang_Language *lang; + int i; + int idx; + int pos; + int lemma; + __pyx_t_5thinc_8typedefs_atom_t id; + __pyx_t_5thinc_8typedefs_atom_t cluster; + __pyx_t_5thinc_8typedefs_atom_t length; + __pyx_t_5thinc_8typedefs_atom_t postype; + __pyx_t_5thinc_8typedefs_atom_t sensetype; + __pyx_t_5thinc_8typedefs_atom_t sic; + __pyx_t_5thinc_8typedefs_atom_t norm; + __pyx_t_5thinc_8typedefs_atom_t shape; + __pyx_t_5thinc_8typedefs_atom_t asciied; + __pyx_t_5thinc_8typedefs_atom_t prefix; + __pyx_t_5thinc_8typedefs_atom_t suffix; + float prob; + __pyx_t_5spacy_8typedefs_flags_t flags; +}; + + +/* "spacy/syntax/arc_eager.pxd":14 + * + * + * cdef class TransitionSystem: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly int n_moves + */ +struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + int n_moves; + PyObject *label_ids; + struct __pyx_t_5spacy_6syntax_9arc_eager_Transition const *_moves; +}; + + + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ + +struct __pyx_vtabstruct_5cymem_5cymem_Pool { + void *(*alloc)(struct __pyx_obj_5cymem_5cymem_Pool *, size_t, size_t); + void (*free)(struct __pyx_obj_5cymem_5cymem_Pool *, void *); + void *(*realloc)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, size_t); +}; +static struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtabptr_5cymem_5cymem_Pool; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMap { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtabptr_7preshed_4maps_PreshMap; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtabptr_7preshed_4maps_PreshMapArray; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ + +struct __pyx_vtabstruct_5spacy_10utf8string_StringStore { + struct __pyx_t_5spacy_10utf8string_Utf8Str const *(*intern)(struct __pyx_obj_5spacy_10utf8string_StringStore *, char *, int); +}; +static struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtabptr_5spacy_10utf8string_StringStore; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ + +struct __pyx_vtabstruct_5thinc_5cache_ScoresCache { + __pyx_t_5thinc_8typedefs_weight_t *(*lookup)(struct __pyx_obj_5thinc_5cache_ScoresCache *, __pyx_t_5thinc_8typedefs_class_t, void *, int *); +}; +static struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtabptr_5thinc_5cache_ScoresCache; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ + +struct __pyx_vtabstruct_5thinc_8features_Extractor { + struct __pyx_t_5thinc_8features_Feature *(*get_feats)(struct __pyx_obj_5thinc_8features_Extractor *, __pyx_t_5thinc_8typedefs_atom_t *, int *); + int (*set_feats)(struct __pyx_obj_5thinc_8features_Extractor *, struct __pyx_t_5thinc_8features_Feature *, __pyx_t_5thinc_8typedefs_atom_t *); +}; +static struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtabptr_5thinc_8features_Extractor; + + +struct __pyx_vtabstruct_5thinc_7learner_LinearModel { + int (*set_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, __pyx_t_5thinc_8typedefs_weight_t *, struct __pyx_t_5thinc_8features_Feature *, int); + __pyx_t_5thinc_8typedefs_weight_t *(*get_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, struct __pyx_t_5thinc_8features_Feature *, int); + int (*update)(struct __pyx_obj_5thinc_7learner_LinearModel *, PyObject *, int __pyx_skip_dispatch); +}; +static struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtabptr_5thinc_7learner_LinearModel; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Writer { + int (*write)(struct __pyx_obj_5thinc_7learner__Writer *, int, __pyx_t_5thinc_8typedefs_feat_t, struct __pyx_t_5thinc_7weights_TrainFeat *); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtabptr_5thinc_7learner__Writer; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Reader { + int (*read)(struct __pyx_obj_5thinc_7learner__Reader *, struct __pyx_obj_5cymem_5cymem_Pool *, int *, __pyx_t_5thinc_8typedefs_feat_t *, struct __pyx_t_5thinc_7weights_TrainFeat **); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtabptr_5thinc_7learner__Reader; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ + +struct __pyx_vtabstruct_5spacy_6tagger_Tagger { + __pyx_t_5thinc_8typedefs_class_t (*predict)(struct __pyx_obj_5spacy_6tagger_Tagger *, __pyx_t_5thinc_8typedefs_atom_t const *, struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict *__pyx_optional_args); +}; +static struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtabptr_5spacy_6tagger_Tagger; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ + +struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer { + int (*lemmatize)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, enum __pyx_t_5spacy_10morphology_univ_tag_t const , struct __pyx_t_5spacy_6lexeme_Lexeme const *); + int (*set_morph)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, int const , struct __pyx_t_5spacy_6tokens_TokenC *); +}; +static struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtabptr_5spacy_10morphology_Morphologizer; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ + +struct __pyx_vtabstruct_5spacy_4lang_Lexicon { + struct __pyx_t_5spacy_6lexeme_Lexeme const *(*get)(struct __pyx_obj_5spacy_4lang_Lexicon *, struct __pyx_obj_5cymem_5cymem_Pool *, struct __pyx_t_5spacy_10utf8string_UniStr *); +}; +static struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtabptr_5spacy_4lang_Lexicon; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ + +struct __pyx_vtabstruct_5spacy_4lang_Language { + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokens_from_list)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokenize)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); + int (*_try_cache)(struct __pyx_obj_5spacy_4lang_Language *, int, __pyx_t_5spacy_8typedefs_hash_t, struct __pyx_obj_5spacy_6tokens_Tokens *); + int (*_tokenize)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_obj_5spacy_6tokens_Tokens *, struct __pyx_t_5spacy_10utf8string_UniStr *, int, int); + struct __pyx_t_5spacy_10utf8string_UniStr *(*_split_affixes)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_t_5spacy_10utf8string_UniStr *, std::vector *, std::vector *); + int (*_attach_tokens)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_obj_5spacy_6tokens_Tokens *, int, struct __pyx_t_5spacy_10utf8string_UniStr *, std::vector *, std::vector *); + int (*_find_prefix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_find_suffix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_find_infix)(struct __pyx_obj_5spacy_4lang_Language *, Py_UNICODE *, size_t); + int (*_save_cached)(struct __pyx_obj_5spacy_4lang_Language *, struct __pyx_t_5spacy_6tokens_TokenC const *, __pyx_t_5spacy_8typedefs_hash_t, int); +}; +static struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtabptr_5spacy_4lang_Language; + + +struct __pyx_vtabstruct_5spacy_6tokens_Tokens { + PyArrayObject *(*get_array)(struct __pyx_obj_5spacy_6tokens_Tokens *, PyObject *, int __pyx_skip_dispatch); + int (*__pyx_fuse_0push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_const_Lexeme_ptr); + int (*__pyx_fuse_1push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_TokenC_ptr); +}; +static struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtabptr_5spacy_6tokens_Tokens; + + +/* "spacy/syntax/arc_eager.pyx":77 + * + * + * cdef class TransitionSystem: # <<<<<<<<<<<<<< + * def __init__(self, list left_labels, list right_labels): + * self.mem = Pool() + */ + +struct __pyx_vtabstruct_5spacy_6syntax_9arc_eager_TransitionSystem { + int (*best_valid)(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *, __pyx_t_5thinc_8typedefs_weight_t const *, struct __pyx_t_5spacy_6syntax_6_state_State const *); + int (*best_gold)(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *, __pyx_t_5thinc_8typedefs_weight_t const *, struct __pyx_t_5spacy_6syntax_6_state_State const *, PyObject *, PyObject *); + int (*transition)(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *, struct __pyx_t_5spacy_6syntax_6_state_State *, int const ); +}; +static struct __pyx_vtabstruct_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_vtabptr_5spacy_6syntax_9arc_eager_TransitionSystem; +#ifndef CYTHON_REFNANNY + #define CYTHON_REFNANNY 0 +#endif +#if CYTHON_REFNANNY + typedef struct { + void (*INCREF)(void*, PyObject*, int); + void (*DECREF)(void*, PyObject*, int); + void (*GOTREF)(void*, PyObject*, int); + void (*GIVEREF)(void*, PyObject*, int); + void* (*SetupContext)(const char*, int, const char*); + void (*FinishContext)(void**); + } __Pyx_RefNannyAPIStruct; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL; + static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); + #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL; +#ifdef WITH_THREAD + #define __Pyx_RefNannySetupContext(name, acquire_gil) \ + if (acquire_gil) { \ + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ + PyGILState_Release(__pyx_gilstate_save); \ + } else { \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \ + } +#else + #define __Pyx_RefNannySetupContext(name, acquire_gil) \ + __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__) +#endif + #define __Pyx_RefNannyFinishContext() \ + __Pyx_RefNanny->FinishContext(&__pyx_refnanny) + #define __Pyx_INCREF(r) __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_DECREF(r) __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_GOTREF(r) __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__) + #define __Pyx_XINCREF(r) do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0) + #define __Pyx_XDECREF(r) do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0) + #define __Pyx_XGOTREF(r) do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0) + #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0) +#else + #define __Pyx_RefNannyDeclarations + #define __Pyx_RefNannySetupContext(name, acquire_gil) + #define __Pyx_RefNannyFinishContext() + #define __Pyx_INCREF(r) Py_INCREF(r) + #define __Pyx_DECREF(r) Py_DECREF(r) + #define __Pyx_GOTREF(r) + #define __Pyx_GIVEREF(r) + #define __Pyx_XINCREF(r) Py_XINCREF(r) + #define __Pyx_XDECREF(r) Py_XDECREF(r) + #define __Pyx_XGOTREF(r) + #define __Pyx_XGIVEREF(r) +#endif +#define __Pyx_XDECREF_SET(r, v) do { \ + PyObject *tmp = (PyObject *) r; \ + r = v; __Pyx_XDECREF(tmp); \ + } while (0) +#define __Pyx_DECREF_SET(r, v) do { \ + PyObject *tmp = (PyObject *) r; \ + r = v; __Pyx_DECREF(tmp); \ + } while (0) +#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0) +#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0) + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_getattro)) + return tp->tp_getattro(obj, attr_name); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_getattr)) + return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); +#endif + return PyObject_GetAttr(obj, attr_name); +} +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +static PyObject *__Pyx_GetBuiltinName(PyObject *name); + +#ifndef CYTHON_PROFILE + #define CYTHON_PROFILE 1 +#endif +#ifndef CYTHON_TRACE + #define CYTHON_TRACE 0 +#endif +#if CYTHON_TRACE + #undef CYTHON_PROFILE_REUSE_FRAME +#endif +#ifndef CYTHON_PROFILE_REUSE_FRAME + #define CYTHON_PROFILE_REUSE_FRAME 0 +#endif +#if CYTHON_PROFILE || CYTHON_TRACE + #include "compile.h" + #include "frameobject.h" + #include "traceback.h" + #if CYTHON_PROFILE_REUSE_FRAME + #define CYTHON_FRAME_MODIFIER static + #define CYTHON_FRAME_DEL + #else + #define CYTHON_FRAME_MODIFIER + #define CYTHON_FRAME_DEL Py_CLEAR(__pyx_frame) + #endif + #define __Pyx_TraceDeclarations \ + static PyCodeObject *__pyx_frame_code = NULL; \ + CYTHON_FRAME_MODIFIER PyFrameObject *__pyx_frame = NULL; \ + int __Pyx_use_tracing = 0; + #define __Pyx_TraceCall(funcname, srcfile, firstlineno) \ + if (unlikely(PyThreadState_GET()->use_tracing && \ + (PyThreadState_GET()->c_profilefunc || (CYTHON_TRACE && PyThreadState_GET()->c_tracefunc)))) { \ + __Pyx_use_tracing = __Pyx_TraceSetupAndCall(&__pyx_frame_code, &__pyx_frame, funcname, srcfile, firstlineno); \ + } + #define __Pyx_TraceException() \ + if (unlikely(__Pyx_use_tracing) && PyThreadState_GET()->use_tracing && \ + (PyThreadState_GET()->c_profilefunc || (CYTHON_TRACE && PyThreadState_GET()->c_tracefunc))) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + tstate->use_tracing = 0; \ + PyObject *exc_info = __Pyx_GetExceptionTuple(); \ + if (exc_info) { \ + if (CYTHON_TRACE && tstate->c_tracefunc) \ + tstate->c_tracefunc( \ + tstate->c_traceobj, __pyx_frame, PyTrace_EXCEPTION, exc_info); \ + tstate->c_profilefunc( \ + tstate->c_profileobj, __pyx_frame, PyTrace_EXCEPTION, exc_info); \ + Py_DECREF(exc_info); \ + } \ + tstate->use_tracing = 1; \ + } + #define __Pyx_TraceReturn(result) \ + if (unlikely(__Pyx_use_tracing) && PyThreadState_GET()->use_tracing) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + tstate->use_tracing = 0; \ + if (CYTHON_TRACE && tstate->c_tracefunc) \ + tstate->c_tracefunc( \ + tstate->c_traceobj, __pyx_frame, PyTrace_RETURN, (PyObject*)result); \ + if (tstate->c_profilefunc) \ + tstate->c_profilefunc( \ + tstate->c_profileobj, __pyx_frame, PyTrace_RETURN, (PyObject*)result); \ + CYTHON_FRAME_DEL; \ + tstate->use_tracing = 1; \ + } + static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno); + static int __Pyx_TraceSetupAndCall(PyCodeObject** code, PyFrameObject** frame, const char *funcname, const char *srcfile, int firstlineno); +#else + #define __Pyx_TraceDeclarations + #define __Pyx_TraceCall(funcname, srcfile, firstlineno) + #define __Pyx_TraceException() + #define __Pyx_TraceReturn(result) +#endif +#if CYTHON_TRACE + #define __Pyx_TraceLine(lineno) \ + if (unlikely(__Pyx_use_tracing) && unlikely(PyThreadState_GET()->use_tracing && PyThreadState_GET()->c_tracefunc)) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + __pyx_frame->f_lineno = lineno; \ + tstate->use_tracing = 0; \ + tstate->c_tracefunc(tstate->c_traceobj, __pyx_frame, PyTrace_LINE, NULL); \ + tstate->use_tracing = 1; \ + } +#else + #define __Pyx_TraceLine(lineno) +#endif + +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) : \ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static 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); + +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); + +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); + +static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ + PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ + const char* function_name); + +static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); +#else +#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) +#endif + +static CYTHON_INLINE int __Pyx_PySequence_Contains(PyObject* item, PyObject* seq, int eq) { + int result = PySequence_Contains(seq, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg); + +#define __Pyx_PyObject_PopIndex(L, ix, is_signed, type, to_py_func) ( \ + (PyList_CheckExact(L) && __Pyx_fits_Py_ssize_t(ix, type, is_signed)) ? \ + __Pyx__PyList_PopIndex(L, ix) : __Pyx__PyObject_PopIndex(L, to_py_func(ix))) +#define __Pyx_PyList_PopIndex(L, ix, is_signed, type, to_py_func) ( \ + __Pyx_fits_Py_ssize_t(ix, type, is_signed) ? \ + __Pyx__PyList_PopIndex(L, ix) : __Pyx__PyObject_PopIndex(L, to_py_func(ix))) +static PyObject* __Pyx__PyList_PopIndex(PyObject* L, Py_ssize_t ix); +static PyObject* __Pyx__PyObject_PopIndex(PyObject* L, PyObject* py_ix); + +static PyObject* __Pyx_PyObject_CallMethod2(PyObject* obj, PyObject* method_name, PyObject* arg1, PyObject* arg2); + +static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value, int is_safe_type); + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +#if PY_MAJOR_VERSION >= 3 +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 + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); + +static void* __Pyx_GetVtable(PyObject *dict); + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __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); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + +static int __Pyx_Print(PyObject*, PyObject *, int); +#if CYTHON_COMPILING_IN_PYPY || PY_MAJOR_VERSION >= 3 +static PyObject* __pyx_print = 0; +static PyObject* __pyx_print_kwargs = 0; +#endif + +static int __Pyx_PrintOne(PyObject* stream, PyObject *o); + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #define __Pyx_CREAL(z) ((z).real()) + #define __Pyx_CIMAG(z) ((z).imag()) + #else + #define __Pyx_CREAL(z) (__real__(z)) + #define __Pyx_CIMAG(z) (__imag__(z)) + #endif +#else + #define __Pyx_CREAL(z) ((z).real) + #define __Pyx_CIMAG(z) ((z).imag) +#endif +#if (defined(_WIN32) || defined(__clang__)) && defined(__cplusplus) && CYTHON_CCOMPLEX + #define __Pyx_SET_CREAL(z,x) ((z).real(x)) + #define __Pyx_SET_CIMAG(z,y) ((z).imag(y)) +#else + #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x) + #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y) +#endif + +static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); + +#if CYTHON_CCOMPLEX + #define __Pyx_c_eqf(a, b) ((a)==(b)) + #define __Pyx_c_sumf(a, b) ((a)+(b)) + #define __Pyx_c_difff(a, b) ((a)-(b)) + #define __Pyx_c_prodf(a, b) ((a)*(b)) + #define __Pyx_c_quotf(a, b) ((a)/(b)) + #define __Pyx_c_negf(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zerof(z) ((z)==(float)0) + #define __Pyx_c_conjf(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_absf(z) (::std::abs(z)) + #define __Pyx_c_powf(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zerof(z) ((z)==0) + #define __Pyx_c_conjf(z) (conjf(z)) + #if 1 + #define __Pyx_c_absf(z) (cabsf(z)) + #define __Pyx_c_powf(a, b) (cpowf(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); + #endif +#endif + +static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); + +#if CYTHON_CCOMPLEX + #define __Pyx_c_eq(a, b) ((a)==(b)) + #define __Pyx_c_sum(a, b) ((a)+(b)) + #define __Pyx_c_diff(a, b) ((a)-(b)) + #define __Pyx_c_prod(a, b) ((a)*(b)) + #define __Pyx_c_quot(a, b) ((a)/(b)) + #define __Pyx_c_neg(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zero(z) ((z)==(double)0) + #define __Pyx_c_conj(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_abs(z) (::std::abs(z)) + #define __Pyx_c_pow(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zero(z) ((z)==0) + #define __Pyx_c_conj(z) (conj(z)) + #if 1 + #define __Pyx_c_abs(z) (cabs(z)) + #define __Pyx_c_pow(a, b) (cpow(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value); + +#include + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value); + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *); + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); + +static int __Pyx_check_binary_version(void); + +#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 + +static PyObject *__Pyx_ImportModule(const char *name); + +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); + +static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig); + +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); + +static int __pyx_f_5spacy_6syntax_9arc_eager_16TransitionSystem_transition(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_v_self, struct __pyx_t_5spacy_6syntax_6_state_State *__pyx_v_s, int const __pyx_v_clas); /* proto*/ +static int __pyx_f_5spacy_6syntax_9arc_eager_16TransitionSystem_best_valid(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_v_self, __pyx_t_5thinc_8typedefs_weight_t const *__pyx_v_scores, struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s); /* proto*/ +static int __pyx_f_5spacy_6syntax_9arc_eager_16TransitionSystem_best_gold(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_v_self, __pyx_t_5thinc_8typedefs_weight_t const *__pyx_v_scores, struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s, PyObject *__pyx_v_gold_heads, PyObject *__pyx_v_label_strings); /* proto*/ + +/* Module declarations from 'cymem.cymem' */ +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool = 0; +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Address = 0; + +/* Module declarations from 'libc.stdint' */ + +/* Module declarations from 'thinc.typedefs' */ + +/* Module declarations from 'cpython.buffer' */ + +/* Module declarations from 'cpython.ref' */ + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'cpython.object' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.type' */ +static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'numpy' */ + +/* Module declarations from 'numpy' */ +static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; +static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; +static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; +static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; +static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; +static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ + +/* Module declarations from 'spacy.typedefs' */ + +/* Module declarations from 'preshed.maps' */ +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap = 0; +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray = 0; + +/* Module declarations from 'murmurhash.mrmr' */ +static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/ + +/* Module declarations from 'spacy.utf8string' */ +static PyTypeObject *__pyx_ptype_5spacy_10utf8string_StringStore = 0; + +/* Module declarations from 'spacy.lexeme' */ +static struct __pyx_t_5spacy_6lexeme_Lexeme *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0; +#define __pyx_v_5spacy_6lexeme_EMPTY_LEXEME (*__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME) +static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_check_flag(struct __pyx_t_5spacy_6lexeme_Lexeme const *, enum __pyx_t_5spacy_6lexeme_attr_id_t); /*proto*/ + +/* Module declarations from 'libcpp.vector' */ + +/* Module declarations from 'cpython.version' */ + +/* Module declarations from 'cpython.exc' */ + +/* Module declarations from 'cpython.module' */ + +/* Module declarations from 'cpython.mem' */ + +/* Module declarations from 'cpython.tuple' */ + +/* Module declarations from 'cpython.list' */ + +/* Module declarations from 'cpython.sequence' */ + +/* Module declarations from 'cpython.mapping' */ + +/* Module declarations from 'cpython.iterator' */ + +/* Module declarations from 'cpython.number' */ + +/* Module declarations from 'cpython.int' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.bool' */ +static PyTypeObject *__pyx_ptype_7cpython_4bool_bool = 0; + +/* Module declarations from 'cpython.long' */ + +/* Module declarations from 'cpython.float' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.complex' */ +static PyTypeObject *__pyx_ptype_7cpython_7complex_complex = 0; + +/* Module declarations from 'cpython.string' */ + +/* Module declarations from 'cpython.unicode' */ + +/* Module declarations from 'cpython.dict' */ + +/* Module declarations from 'cpython.instance' */ + +/* Module declarations from 'cpython.function' */ + +/* Module declarations from 'cpython.method' */ + +/* Module declarations from 'cpython.weakref' */ + +/* Module declarations from 'cpython.getargs' */ + +/* Module declarations from 'cpython.pythread' */ + +/* Module declarations from 'cpython.pystate' */ + +/* Module declarations from 'cpython.cobject' */ + +/* Module declarations from 'cpython.oldbuffer' */ + +/* Module declarations from 'cpython.set' */ + +/* Module declarations from 'cpython.bytes' */ + +/* Module declarations from 'cpython.pycapsule' */ + +/* Module declarations from 'cpython' */ + +/* Module declarations from 'thinc.cache' */ +static PyTypeObject *__pyx_ptype_5thinc_5cache_ScoresCache = 0; + +/* Module declarations from 'thinc.features' */ +static PyTypeObject *__pyx_ptype_5thinc_8features_Extractor = 0; + +/* Module declarations from 'thinc.weights' */ + +/* Module declarations from 'thinc.learner' */ +static PyTypeObject *__pyx_ptype_5thinc_7learner_LinearModel = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Writer = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Reader = 0; + +/* Module declarations from 'spacy.tagger' */ +static PyTypeObject *__pyx_ptype_5spacy_6tagger_Tagger = 0; + +/* Module declarations from 'spacy.morphology' */ +static PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphologizer = 0; + +/* Module declarations from 'spacy.lang' */ +static PyTypeObject *__pyx_ptype_5spacy_4lang_Lexicon = 0; +static PyTypeObject *__pyx_ptype_5spacy_4lang_Language = 0; + +/* Module declarations from 'spacy.tokens' */ +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Tokens = 0; +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Token = 0; + +/* Module declarations from 'spacy.syntax._state' */ +static int (*__pyx_f_5spacy_6syntax_6_state_add_dep)(struct __pyx_t_5spacy_6syntax_6_state_State *, struct __pyx_t_5spacy_6tokens_TokenC *, struct __pyx_t_5spacy_6tokens_TokenC *, int); /*proto*/ +static struct __pyx_t_5spacy_6tokens_TokenC *(*__pyx_f_5spacy_6syntax_6_state_pop_stack)(struct __pyx_t_5spacy_6syntax_6_state_State *); /*proto*/ +static int (*__pyx_f_5spacy_6syntax_6_state_push_stack)(struct __pyx_t_5spacy_6syntax_6_state_State *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_has_head(struct __pyx_t_5spacy_6tokens_TokenC const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_get_idx(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_n0(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s0(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_at_eol(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_is_final(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static int (*__pyx_f_5spacy_6syntax_6_state_children_in_buffer)(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *, PyObject *); /*proto*/ +static int (*__pyx_f_5spacy_6syntax_6_state_head_in_buffer)(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *, PyObject *); /*proto*/ +static int (*__pyx_f_5spacy_6syntax_6_state_children_in_stack)(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *, PyObject *); /*proto*/ +static int (*__pyx_f_5spacy_6syntax_6_state_head_in_stack)(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *, PyObject *); /*proto*/ + +/* Module declarations from 'spacy.syntax.arc_eager' */ +static PyTypeObject *__pyx_ptype_5spacy_6syntax_9arc_eager_TransitionSystem = 0; +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_9arc_eager__can_shift(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_9arc_eager__can_right(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_9arc_eager__can_left(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_9arc_eager__can_reduce(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static int __pyx_f_5spacy_6syntax_9arc_eager__shift_cost(struct __pyx_t_5spacy_6syntax_6_state_State const *, PyObject *); /*proto*/ +static int __pyx_f_5spacy_6syntax_9arc_eager__right_cost(struct __pyx_t_5spacy_6syntax_6_state_State const *, PyObject *); /*proto*/ +static int __pyx_f_5spacy_6syntax_9arc_eager__left_cost(struct __pyx_t_5spacy_6syntax_6_state_State const *, PyObject *); /*proto*/ +static int __pyx_f_5spacy_6syntax_9arc_eager__reduce_cost(struct __pyx_t_5spacy_6syntax_6_state_State const *, PyObject *); /*proto*/ +static int __pyx_f_5spacy_6syntax_9arc_eager__gold_dep(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *, struct __pyx_t_5spacy_6tokens_TokenC const *, PyObject *); /*proto*/ +#define __Pyx_MODULE_NAME "spacy.syntax.arc_eager" +int __pyx_module_is_main_spacy__syntax__arc_eager = 0; + +/* Implementation of 'spacy.syntax.arc_eager' */ +static PyObject *__pyx_builtin_StandardError; +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_RuntimeError; +static int __pyx_pf_5spacy_6syntax_9arc_eager_16TransitionSystem___init__(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_v_self, PyObject *__pyx_v_left_labels, PyObject *__pyx_v_right_labels); /* proto */ +static PyObject *__pyx_pf_5spacy_6syntax_9arc_eager_16TransitionSystem_7n_moves___get__(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_v_self); /* proto */ +static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ +static PyObject *__pyx_tp_new_5spacy_6syntax_9arc_eager_TransitionSystem(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static char __pyx_k_B[] = "B"; +static char __pyx_k_H[] = "H"; +static char __pyx_k_I[] = "I"; +static char __pyx_k_L[] = "L"; +static char __pyx_k_O[] = "O"; +static char __pyx_k_Q[] = "Q"; +static char __pyx_k_b[] = "b"; +static char __pyx_k_d[] = "d"; +static char __pyx_k_f[] = "f"; +static char __pyx_k_g[] = "g"; +static char __pyx_k_h[] = "h"; +static char __pyx_k_i[] = "i"; +static char __pyx_k_l[] = "l"; +static char __pyx_k_q[] = "q"; +static char __pyx_k_N0[] = "N0:"; +static char __pyx_k_S0[] = "S0:"; +static char __pyx_k_Zd[] = "Zd"; +static char __pyx_k_Zf[] = "Zf"; +static char __pyx_k_Zg[] = "Zg"; +static char __pyx_k_end[] = "end"; +static char __pyx_k_pop[] = "pop"; +static char __pyx_k_Head[] = "Head:"; +static char __pyx_k_ROOT[] = "ROOT"; +static char __pyx_k_file[] = "file"; +static char __pyx_k_main[] = "__main__"; +static char __pyx_k_test[] = "__test__"; +static char __pyx_k_index[] = "index"; +static char __pyx_k_print[] = "print"; +static char __pyx_k_range[] = "range"; +static char __pyx_k_c_in_b[] = "c. in b."; +static char __pyx_k_c_in_s[] = "c. in s."; +static char __pyx_k_h_in_b[] = "h. in b."; +static char __pyx_k_h_in_s[] = "h. in s."; +static char __pyx_k_import[] = "__import__"; +static char __pyx_k_ValueError[] = "ValueError"; +static char __pyx_k_pyx_vtable[] = "__pyx_vtable__"; +static char __pyx_k_setdefault[] = "setdefault"; +static char __pyx_k_left_labels[] = "left_labels"; +static char __pyx_k_RuntimeError[] = "RuntimeError"; +static char __pyx_k_Unknown_Move[] = "Unknown Move"; +static char __pyx_k_right_labels[] = "right_labels"; +static char __pyx_k_StandardError[] = "StandardError"; +static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous"; +static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)"; +static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd"; +static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported"; +static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous"; +static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short."; +static PyObject *__pyx_kp_u_Format_string_allocated_too_shor; +static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2; +static PyObject *__pyx_kp_s_Head; +static PyObject *__pyx_kp_s_N0; +static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor; +static PyObject *__pyx_n_s_ROOT; +static PyObject *__pyx_n_s_RuntimeError; +static PyObject *__pyx_kp_s_S0; +static PyObject *__pyx_n_s_StandardError; +static PyObject *__pyx_kp_s_Unknown_Move; +static PyObject *__pyx_n_s_ValueError; +static PyObject *__pyx_kp_s_c_in_b; +static PyObject *__pyx_kp_s_c_in_s; +static PyObject *__pyx_n_s_end; +static PyObject *__pyx_n_s_file; +static PyObject *__pyx_kp_s_h_in_b; +static PyObject *__pyx_kp_s_h_in_s; +static PyObject *__pyx_n_s_import; +static PyObject *__pyx_n_s_index; +static PyObject *__pyx_n_s_left_labels; +static PyObject *__pyx_n_s_main; +static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous; +static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou; +static PyObject *__pyx_n_s_pop; +static PyObject *__pyx_n_s_print; +static PyObject *__pyx_n_s_pyx_vtable; +static PyObject *__pyx_n_s_range; +static PyObject *__pyx_n_s_right_labels; +static PyObject *__pyx_n_s_setdefault; +static PyObject *__pyx_n_s_test; +static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd; +static PyObject *__pyx_int_0; +static PyObject *__pyx_tuple_; +static PyObject *__pyx_tuple__2; +static PyObject *__pyx_tuple__3; +static PyObject *__pyx_tuple__4; +static PyObject *__pyx_tuple__5; +static PyObject *__pyx_tuple__6; +static PyObject *__pyx_tuple__7; +static PyObject *__pyx_tuple__8; +static PyObject *__pyx_tuple__9; 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if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_5 = __pyx_t_6; + } else { + __pyx_t_5 = -1; + } + (__pyx_v_unl_costs[__pyx_e_5spacy_6syntax_9arc_eager_REDUCE]) = __pyx_t_5; + + /* "spacy/syntax/arc_eager.pyx":150 + * cdef int move + * cdef int label + * cdef int best = -1 # <<<<<<<<<<<<<< + * cdef weight_t score = -9000 + * cdef int i + */ + __pyx_v_best = -1; + + /* "spacy/syntax/arc_eager.pyx":151 + * cdef int label + * cdef int best = -1 + * cdef weight_t score = -9000 # <<<<<<<<<<<<<< + * cdef int i + * for i in range(self.n_moves): + */ + __pyx_v_score = -9000.0; + + /* "spacy/syntax/arc_eager.pyx":153 + * cdef weight_t score = -9000 + * cdef int i + * for i in range(self.n_moves): # <<<<<<<<<<<<<< + * move = self._moves[i].move + * label = self._moves[i].label + */ + __pyx_t_5 = __pyx_v_self->n_moves; + for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) { + __pyx_v_i = __pyx_t_6; + + /* "spacy/syntax/arc_eager.pyx":154 + * cdef int i + * for i in range(self.n_moves): + * move = self._moves[i].move # <<<<<<<<<<<<<< + * label = self._moves[i].label + * if unl_costs[move] == 0: + */ + __pyx_t_7 = (__pyx_v_self->_moves[__pyx_v_i]).move; 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+ goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":39 + * + * + * cdef inline TokenC* get_n2(const State* s) nogil: # <<<<<<<<<<<<<< + * return &s.sent[s.i+2] + * + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":43 + * + * + * cdef inline TokenC* get_s0(const State *s) nogil: # <<<<<<<<<<<<<< + * return s.stack[0] + * + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s0(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC *__pyx_r; + + /* "spacy/syntax/_state.pxd":44 + * + * cdef inline TokenC* get_s0(const State *s) nogil: + * return s.stack[0] # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = (__pyx_v_s->stack[0]); + goto __pyx_L0; + + /* "spacy/syntax/_state.pxd":43 + * + * + * cdef inline TokenC* get_s0(const State *s) nogil: # <<<<<<<<<<<<<< + * return s.stack[0] + * + */ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "spacy/syntax/_state.pxd":47 + * + * + * cdef inline TokenC* get_s1(const State *s) nogil: # <<<<<<<<<<<<<< + * # Rely on our padding to ensure we don't go out of bounds here + * cdef TokenC** s1 = s.stack - 1 + */ + +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s1(struct __pyx_t_5spacy_6syntax_6_state_State const *__pyx_v_s) { + struct __pyx_t_5spacy_6tokens_TokenC **__pyx_v_s1; 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__pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMap = __Pyx_ImportType("preshed.maps", "PreshMap", sizeof(struct __pyx_obj_7preshed_4maps_PreshMap), 1); if (unlikely(!__pyx_ptype_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_7preshed_4maps_PreshMap = (struct __pyx_vtabstruct_7preshed_4maps_PreshMap*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMap->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMapArray = __Pyx_ImportType("preshed.maps", "PreshMapArray", sizeof(struct __pyx_obj_7preshed_4maps_PreshMapArray), 1); 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__pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_4bool_bool = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "bool", sizeof(PyBoolObject), 0); if (unlikely(!__pyx_ptype_7cpython_4bool_bool)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_7complex_complex = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "complex", sizeof(PyComplexObject), 0); if (unlikely(!__pyx_ptype_7cpython_7complex_complex)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_5cache_ScoresCache = __Pyx_ImportType("thinc.cache", "ScoresCache", sizeof(struct __pyx_obj_5thinc_5cache_ScoresCache), 1); if (unlikely(!__pyx_ptype_5thinc_5cache_ScoresCache)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_5cache_ScoresCache = (struct __pyx_vtabstruct_5thinc_5cache_ScoresCache*)__Pyx_GetVtable(__pyx_ptype_5thinc_5cache_ScoresCache->tp_dict); 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if (unlikely(!__pyx_ptype_5thinc_7learner__Reader)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner__Reader = (struct __pyx_vtabstruct_5thinc_7learner__Reader*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner__Reader->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner__Reader)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_6tagger_Tagger = __Pyx_ImportType("spacy.tagger", "Tagger", sizeof(struct __pyx_obj_5spacy_6tagger_Tagger), 1); if (unlikely(!__pyx_ptype_5spacy_6tagger_Tagger)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_6tagger_Tagger = (struct __pyx_vtabstruct_5spacy_6tagger_Tagger*)__Pyx_GetVtable(__pyx_ptype_5spacy_6tagger_Tagger->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6tagger_Tagger)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_10morphology_Morphologizer = __Pyx_ImportType("spacy.morphology", "Morphologizer", sizeof(struct __pyx_obj_5spacy_10morphology_Morphologizer), 1); if (unlikely(!__pyx_ptype_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_10morphology_Morphologizer = (struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer*)__Pyx_GetVtable(__pyx_ptype_5spacy_10morphology_Morphologizer->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_4lang_Lexicon = __Pyx_ImportType("spacy.lang", "Lexicon", sizeof(struct __pyx_obj_5spacy_4lang_Lexicon), 1); if (unlikely(!__pyx_ptype_5spacy_4lang_Lexicon)) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_4lang_Lexicon = (struct __pyx_vtabstruct_5spacy_4lang_Lexicon*)__Pyx_GetVtable(__pyx_ptype_5spacy_4lang_Lexicon->tp_dict); 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+ PyThreadState* tstate = PyThreadState_GET(); + if (*frame == NULL || !CYTHON_PROFILE_REUSE_FRAME) { + if (*code == NULL) { + *code = __Pyx_createFrameCodeObject(funcname, srcfile, firstlineno); + if (*code == NULL) return 0; + } + *frame = PyFrame_New( + tstate, /*PyThreadState *tstate*/ + *code, /*PyCodeObject *code*/ + __pyx_d, /*PyObject *globals*/ + 0 /*PyObject *locals*/ + ); + if (*frame == NULL) return 0; + if (CYTHON_TRACE && (*frame)->f_trace == NULL) { + Py_INCREF(Py_None); + (*frame)->f_trace = Py_None; + } +#if PY_VERSION_HEX < 0x030400B1 + } else { + (*frame)->f_tstate = tstate; +#endif + } + (*frame)->f_lineno = firstlineno; + tstate->use_tracing = 0; + #if CYTHON_TRACE + if (tstate->c_tracefunc) + tstate->c_tracefunc(tstate->c_traceobj, *frame, PyTrace_CALL, NULL); + if (!tstate->c_profilefunc) + retval = 1; + else + #endif + retval = tstate->c_profilefunc(tstate->c_profileobj, *frame, PyTrace_CALL, NULL) == 0; + tstate->use_tracing = (tstate->c_profilefunc || + (CYTHON_TRACE && tstate->c_tracefunc)); + return tstate->use_tracing && retval; +} +static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno) { + PyObject *py_srcfile = 0; + PyObject *py_funcname = 0; + PyCodeObject *py_code = 0; + #if PY_MAJOR_VERSION < 3 + py_funcname = PyString_FromString(funcname); + py_srcfile = PyString_FromString(srcfile); + #else + py_funcname = PyUnicode_FromString(funcname); + py_srcfile = PyUnicode_FromString(srcfile); + #endif + if (!py_funcname | !py_srcfile) goto bad; + py_code = PyCode_New( + 0, + #if PY_MAJOR_VERSION >= 3 + 0, + #endif + 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,*/ + firstlineno, + __pyx_empty_bytes /*PyObject *lnotab*/ + ); +bad: + Py_XDECREF(py_srcfile); + Py_XDECREF(py_funcname); + return py_code; +} +#endif + +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, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { + PyObject *r = PyList_GET_ITEM(o, 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, + int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { + PyObject *r = PyTuple_GET_ITEM(o, 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, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + 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)) + PyErr_Clear(); + else + return NULL; + } + } + 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)); +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%.200s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%.200s() got an unexpected keyword argument '%.200s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +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; +} + +#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 + +#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 + +#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) { +#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_O)) { + return __Pyx_PyObject_CallMethO(func, arg); + } + } + return __Pyx__PyObject_CallOneArg(func, arg); +} +#else +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject* args = PyTuple_Pack(1, arg); + return (likely(args)) ? __Pyx_PyObject_Call(func, args, NULL) : NULL; +} +#endif + +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 bad; +#if CYTHON_COMPILING_IN_CPYTHON + if (likely(PyMethod_Check(method))) { + PyObject *self = PyMethod_GET_SELF(method); + if (likely(self)) { + PyObject *args; + PyObject *function = PyMethod_GET_FUNCTION(method); + args = PyTuple_New(2); + if (unlikely(!args)) goto bad; + 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); +bad: + Py_XDECREF(method); + return result; +} + +static PyObject* __Pyx__PyObject_PopIndex(PyObject* L, PyObject* py_ix) { + PyObject *r; + if (unlikely(!py_ix)) return NULL; + r = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_pop, py_ix); + Py_DECREF(py_ix); + return r; +} +static PyObject* __Pyx__PyList_PopIndex(PyObject* L, Py_ssize_t ix) { +#if CYTHON_COMPILING_IN_CPYTHON + Py_ssize_t size = PyList_GET_SIZE(L); + if (likely(size > (((PyListObject*)L)->allocated >> 1))) { + Py_ssize_t cix = ix; + if (cix < 0) { + cix += size; + } + if (likely(0 <= cix && cix < size)) { + PyObject* v = PyList_GET_ITEM(L, cix); + Py_SIZE(L) -= 1; + size -= 1; + memmove(&PyList_GET_ITEM(L, cix), &PyList_GET_ITEM(L, cix+1), (size_t)(size-cix)*sizeof(PyObject*)); + return v; + } + } +#endif + return __Pyx__PyObject_PopIndex(L, PyInt_FromSsize_t(ix)); +} + +static PyObject* __Pyx_PyObject_CallMethod2(PyObject* obj, PyObject* method_name, PyObject* arg1, PyObject* arg2) { + PyObject *args, *method, *result = NULL; + method = __Pyx_PyObject_GetAttrStr(obj, method_name); +#if CYTHON_COMPILING_IN_CPYTHON + if (likely(PyMethod_Check(method)) && likely(PyMethod_GET_SELF(method))) { + PyObject *self, *function; + self = PyMethod_GET_SELF(method); + function = PyMethod_GET_FUNCTION(method); + args = PyTuple_New(3); + if (unlikely(!args)) goto bad; + Py_INCREF(self); + PyTuple_SET_ITEM(args, 0, self); + Py_INCREF(arg1); + PyTuple_SET_ITEM(args, 1, arg1); + Py_INCREF(arg2); + PyTuple_SET_ITEM(args, 2, arg2); + Py_INCREF(function); + Py_DECREF(method); + method = function; + } else +#endif + { + args = PyTuple_New(2); + if (unlikely(!args)) goto bad; + Py_INCREF(arg1); + PyTuple_SET_ITEM(args, 0, arg1); + Py_INCREF(arg2); + PyTuple_SET_ITEM(args, 1, arg2); + } + result = __Pyx_PyObject_Call(method, args, NULL); + Py_DECREF(args); + Py_DECREF(method); + return result; +bad: + Py_XDECREF(method); + return result; +} + +static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value, + CYTHON_UNUSED int is_safe_type) { + PyObject* value; +#if PY_VERSION_HEX >= 0x030400A0 + if (1) { + value = PyDict_SetDefault(d, key, default_value); + if (unlikely(!value)) return NULL; + Py_INCREF(value); +#else + if (is_safe_type == 1 || (is_safe_type == -1 && +#if PY_MAJOR_VERSION >= 3 + (PyUnicode_CheckExact(key) || PyString_CheckExact(key) || PyLong_CheckExact(key)))) { + value = PyDict_GetItemWithError(d, key); + if (unlikely(!value)) { + if (unlikely(PyErr_Occurred())) + return NULL; + if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) + return NULL; + value = default_value; + } + Py_INCREF(value); +#else + (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key) || PyLong_CheckExact(key)))) { + value = PyDict_GetItem(d, key); + if (unlikely(!value)) { + if (unlikely(PyDict_SetItem(d, key, default_value) == -1)) + return NULL; + value = default_value; + } + Py_INCREF(value); +#endif +#endif + } else { + value = __Pyx_PyObject_CallMethod2(d, __pyx_n_s_setdefault, key, default_value); + } + return value; +} + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + 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); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + Py_INCREF(value); + if (!tb || tb == Py_None) + tb = NULL; + else { + Py_INCREF(tb); + if (!PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + } + if (PyType_Check(type)) { +#if CYTHON_COMPILING_IN_PYPY + if (!value) { + Py_INCREF(Py_None); + value = Py_None; + } +#endif + PyErr_NormalizeException(&type, &value, &tb); + } else { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + value = type; + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + } + __Pyx_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) { + if (PyObject_IsSubclass(instance_class, type)) { + type = instance_class; + } else { + instance_class = NULL; + } + } + } + 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 + +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); +} + +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"); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +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; +} + +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; +} + +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; +} + +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) / 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); +} + +#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; + 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; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = 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); + } else if (sizeof(int) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + } +} + +#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value) \ + { \ + 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 (is_unsigned && unlikely(value < zero)) \ + goto raise_neg_overflow; \ + else \ + goto raise_overflow; \ + } \ + } \ + return (target_type) value; \ + } + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" + #endif +#endif + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { + const int neg_one = (int) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(int) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong(x)) + } else if (sizeof(int) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 +static PyObject *__Pyx_GetStdout(void) { + PyObject *f = PySys_GetObject((char *)"stdout"); + if (!f) { + PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout"); + } + return f; +} +static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) { + int i; + if (!f) { + if (!(f = __Pyx_GetStdout())) + return -1; + } + Py_INCREF(f); + for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) { + PyObject* v; + if (PyFile_SoftSpace(f, 1)) { + if (PyFile_WriteString(" ", f) < 0) + goto error; + } + v = PyTuple_GET_ITEM(arg_tuple, i); + if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0) + goto error; + if (PyString_Check(v)) { + char *s = PyString_AsString(v); + Py_ssize_t len = PyString_Size(v); + if (len > 0) { + switch (s[len-1]) { + case ' ': break; + case '\f': case '\r': case '\n': case '\t': case '\v': + PyFile_SoftSpace(f, 0); + break; + default: break; + } + } + } + } + if (newline) { + if (PyFile_WriteString("\n", f) < 0) + goto error; + PyFile_SoftSpace(f, 0); + } + Py_DECREF(f); + return 0; +error: + Py_DECREF(f); + return -1; +} +#else +static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) { + PyObject* kwargs = 0; + PyObject* result = 0; + PyObject* end_string; + if (unlikely(!__pyx_print)) { + __pyx_print = PyObject_GetAttr(__pyx_b, __pyx_n_s_print); + if (!__pyx_print) + return -1; + } + if (stream) { + kwargs = PyDict_New(); + if (unlikely(!kwargs)) + return -1; + if (unlikely(PyDict_SetItem(kwargs, __pyx_n_s_file, stream) < 0)) + goto bad; + if (!newline) { + end_string = PyUnicode_FromStringAndSize(" ", 1); + if (unlikely(!end_string)) + goto bad; + if (PyDict_SetItem(kwargs, __pyx_n_s_end, end_string) < 0) { + Py_DECREF(end_string); + goto bad; + } + Py_DECREF(end_string); + } + } else if (!newline) { + if (unlikely(!__pyx_print_kwargs)) { + __pyx_print_kwargs = PyDict_New(); + if (unlikely(!__pyx_print_kwargs)) + return -1; + end_string = PyUnicode_FromStringAndSize(" ", 1); + if (unlikely(!end_string)) + return -1; + if (PyDict_SetItem(__pyx_print_kwargs, __pyx_n_s_end, end_string) < 0) { + Py_DECREF(end_string); + return -1; + } + Py_DECREF(end_string); + } + kwargs = __pyx_print_kwargs; + } + result = PyObject_Call(__pyx_print, arg_tuple, kwargs); + if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs)) + Py_DECREF(kwargs); + if (!result) + return -1; + Py_DECREF(result); + return 0; +bad: + if (kwargs != __pyx_print_kwargs) + Py_XDECREF(kwargs); + return -1; +} +#endif + +#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 +static int __Pyx_PrintOne(PyObject* f, PyObject *o) { + if (!f) { + if (!(f = __Pyx_GetStdout())) + return -1; + } + Py_INCREF(f); + if (PyFile_SoftSpace(f, 0)) { + if (PyFile_WriteString(" ", f) < 0) + goto error; + } + if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0) + goto error; + if (PyFile_WriteString("\n", f) < 0) + goto error; + Py_DECREF(f); + return 0; +error: + Py_DECREF(f); + return -1; + /* the line below is just to avoid C compiler + * warnings about unused functions */ + return __Pyx_Print(f, NULL, 0); +} +#else +static int __Pyx_PrintOne(PyObject* stream, PyObject *o) { + int res; + PyObject* arg_tuple = PyTuple_Pack(1, o); + if (unlikely(!arg_tuple)) + return -1; + res = __Pyx_Print(stream, arg_tuple, 1); + Py_DECREF(arg_tuple); + return res; +} +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return ::std::complex< float >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return x + y*(__pyx_t_float_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + __pyx_t_float_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrtf(z.real*z.real + z.imag*z.imag); + #else + return hypotf(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + float denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(a, a); + case 3: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, a); + case 4: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_absf(a); + theta = atan2f(a.imag, a.real); + } + lnr = logf(r); + z_r = expf(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cosf(z_theta); + z.imag = z_r * sinf(z_theta); + return z; + } + #endif +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return ::std::complex< double >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return x + y*(__pyx_t_double_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + __pyx_t_double_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrt(z.real*z.real + z.imag*z.imag); + #else + return hypot(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + double denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(a, a); + case 3: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, a); + case 4: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_abs(a); + theta = atan2(a.imag, a.real); + } + lnr = log(r); + z_r = exp(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cos(z_theta); + z.imag = z_r * sin(z_theta); + return z; + } + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value) { + const int32_t neg_one = (int32_t) -1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int32_t) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int32_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int32_t), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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); + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(uint64_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(uint64_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + 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); + } +} + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *x) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(uint64_t) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(uint64_t, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(uint64_t) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long, PyLong_AsLong(x)) + } else if (sizeof(uint64_t) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +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; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = 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); + } else if (sizeof(long) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { + const long neg_one = (long) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(long) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(long) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(long) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong(x)) + } else if (sizeof(long) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +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; +} + +#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 + +#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", + module_name, class_name); + 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", + module_name, class_name); + goto bad; + } + return (PyTypeObject *)result; +bad: + Py_XDECREF(py_module); + Py_XDECREF(result); + return NULL; +} +#endif + +#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 + +#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 + +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; + ++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 char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { +#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 + 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_Int(PyObject* x) { + PyNumberMethods *m; + 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 Py_INCREF(x), x; + 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 + 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))) + return PyInt_AS_LONG(b); +#endif + if (likely(PyLong_CheckExact(b))) { + #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(b)) { + case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0]; + case 0: return 0; + case 1: return ((PyLongObject*)b)->ob_digit[0]; + } + #endif + #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 */ diff --git a/spacy/parser/arc_eager.pxd b/spacy/syntax/arc_eager.pxd similarity index 95% rename from spacy/parser/arc_eager.pxd rename to spacy/syntax/arc_eager.pxd index 4b5bf30e3..81f55390c 100644 --- a/spacy/parser/arc_eager.pxd +++ b/spacy/syntax/arc_eager.pxd @@ -14,6 +14,7 @@ cdef struct Transition: cdef class TransitionSystem: cdef Pool mem cdef readonly int n_moves + cdef dict label_ids cdef const Transition* _moves diff --git a/spacy/syntax/arc_eager.pyx b/spacy/syntax/arc_eager.pyx new file mode 100644 index 000000000..1f6c44972 --- /dev/null +++ b/spacy/syntax/arc_eager.pyx @@ -0,0 +1,196 @@ +# cython: profile=True +from ._state cimport State +from ._state cimport has_head, get_idx, get_s0, get_n0 +from ._state cimport is_final, at_eol, pop_stack, push_stack, add_dep +from ._state cimport head_in_buffer, children_in_buffer +from ._state cimport head_in_stack, children_in_stack + +from ..tokens cimport TokenC + + +cdef enum: + SHIFT + REDUCE + LEFT + RIGHT + N_MOVES + + +cdef inline bint _can_shift(const State* s) nogil: + return not at_eol(s) + + +cdef inline bint _can_right(const State* s) nogil: + return s.stack_len >= 1 and not at_eol(s) + + +cdef inline bint _can_left(const State* s) nogil: + return s.stack_len >= 1 and not has_head(get_s0(s)) + + +cdef inline bint _can_reduce(const State* s) nogil: + return s.stack_len >= 2 and has_head(get_s0(s)) + + +cdef int _shift_cost(const State* s, list gold) except -1: + assert not at_eol(s) + cost = 0 + cost += head_in_stack(s, get_n0(s), gold) + cost += children_in_stack(s, get_n0(s), gold) + return cost + + +cdef int _right_cost(const State* s, list gold) except -1: + assert s.stack_len >= 1 + cdef int s0_idx = get_idx(s, get_s0(s)) + cost = 0 + if _gold_dep(s, get_s0(s), get_n0(s), gold): + return cost + cost += head_in_buffer(s, get_n0(s), gold) + cost += children_in_stack(s, get_n0(s), gold) + cost += head_in_stack(s, get_n0(s), gold) + return cost + + +cdef int _left_cost(const State* s, list gold) except -1: + assert s.stack_len >= 1 + cost = 0 + if _gold_dep(s, get_n0(s), get_s0(s), gold): + return cost + + cost += head_in_buffer(s, get_s0(s), gold) + cost += children_in_buffer(s, get_s0(s), gold) + return cost + + +cdef int _reduce_cost(const State* s, list gold) except -1: + return children_in_buffer(s, get_s0(s), gold) + + +cdef int _gold_dep(const State* s, const TokenC* head, const TokenC* child, + list gold_offsets) except -1: + cdef int head_idx = get_idx(s, head) + cdef int child_idx = get_idx(s, child) + return child_idx + gold_offsets[child_idx] == head_idx + + +cdef class TransitionSystem: + def __init__(self, list left_labels, list right_labels): + self.mem = Pool() + if 'ROOT' in right_labels: + right_labels.pop(right_labels.index('ROOT')) + if 'ROOT' in left_labels: + left_labels.pop(left_labels.index('ROOT')) + self.n_moves = 2 + len(left_labels) + len(right_labels) + moves = self.mem.alloc(self.n_moves, sizeof(Transition)) + cdef int i = 0 + moves[i].move = SHIFT + moves[i].label = 0 + i += 1 + moves[i].move = REDUCE + moves[i].label = 0 + i += 1 + self.label_ids = {'ROOT': 0} + cdef int label_id + for label_str in left_labels: + label_id = self.label_ids.setdefault(label_str, len(self.label_ids)) + moves[i].move = LEFT + moves[i].label = label_id + i += 1 + for label_str in right_labels: + label_id = self.label_ids.setdefault(label_str, len(self.label_ids)) + moves[i].move = RIGHT + moves[i].label = label_id + i += 1 + self._moves = moves + + cdef int transition(self, State *s, const int clas) except -1: + cdef const Transition* t = &self._moves[clas] + if t.move == SHIFT: + push_stack(s) + elif t.move == LEFT: + add_dep(s, get_n0(s), get_s0(s), t.label) + pop_stack(s) + elif t.move == RIGHT: + add_dep(s, get_s0(s), get_n0(s), t.label) + push_stack(s) + elif t.move == REDUCE: + pop_stack(s) + else: + raise StandardError(t.move) + + cdef int best_valid(self, const weight_t* scores, const State* s) except -1: + cdef bint[N_MOVES] valid + valid[SHIFT] = _can_shift(s) + valid[LEFT] = _can_left(s) + valid[RIGHT] = _can_right(s) + valid[REDUCE] = _can_reduce(s) + + cdef int best = -1 + cdef weight_t score = -90000 + cdef int i + for i in range(self.n_moves): + if valid[self._moves[i].move] and scores[i] > score: + best = i + score = scores[i] + return best + + cdef int best_gold(self, const weight_t* scores, const State* s, + list gold_heads, list label_strings) except -1: + gold_labels = [self.label_ids[label_str] for label_str in label_strings] + cdef int[N_MOVES] unl_costs + unl_costs[SHIFT] = _shift_cost(s, gold_heads) if _can_shift(s) else -1 + unl_costs[LEFT] = _left_cost(s, gold_heads) if _can_left(s) else -1 + unl_costs[RIGHT] = _right_cost(s, gold_heads) if _can_right(s) else -1 + unl_costs[REDUCE] = _reduce_cost(s, gold_heads) if _can_reduce(s) else -1 + + cdef int cost + cdef int move + cdef int label + cdef int best = -1 + cdef weight_t score = -9000 + cdef int i + for i in range(self.n_moves): + move = self._moves[i].move + label = self._moves[i].label + if unl_costs[move] == 0: + if move == SHIFT or move == REDUCE: + cost = 0 + elif move == LEFT: + if _gold_dep(s, get_n0(s), get_s0(s), gold_heads): + cost = label != gold_labels[get_idx(s, get_s0(s))] + else: + cost = 0 + elif move == RIGHT: + if _gold_dep(s, get_s0(s), get_n0(s), gold_heads): + cost = label != gold_labels[s.i] + else: + cost = 0 + else: + raise StandardError("Unknown Move") + if cost == 0 and (best == -1 or scores[i] > score): + best = i + score = scores[i] + + if best < 0: + for i in range(self.n_moves): + if self._moves[i].move == LEFT: + print self._moves[i].label, + print + print _gold_dep(s, get_n0(s), get_s0(s), gold_heads) + print gold_labels[get_idx(s, get_s0(s))] + print unl_costs[LEFT] + print "S0:" + print "Head:", gold_heads[get_idx(s, get_s0(s))] + print "h. in b.", head_in_buffer(s, get_s0(s), gold_heads) + print "c. in b.", children_in_buffer(s, get_s0(s), gold_heads) + print "h. in s.", head_in_stack(s, get_s0(s), gold_heads) + print "c. in s.", children_in_stack(s, get_s0(s), gold_heads) + print "N0:" + print "Head:", gold_heads[get_idx(s, get_n0(s))] + print "h. in b.", head_in_buffer(s, get_n0(s), gold_heads) + print "c. in b.", children_in_buffer(s, get_n0(s), gold_heads) + print "h. in s.", head_in_stack(s, get_n0(s), gold_heads) + print "c. in s.", children_in_stack(s, get_n0(s), gold_heads) + raise StandardError + return best diff --git a/spacy/syntax/parser.cpp b/spacy/syntax/parser.cpp new file mode 100644 index 000000000..1815374fb --- /dev/null +++ b/spacy/syntax/parser.cpp @@ -0,0 +1,9585 @@ +/* Generated by Cython 0.21.1 */ + +#define PY_SSIZE_T_CLEAN +#ifndef CYTHON_USE_PYLONG_INTERNALS +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 0 +#else +#include "pyconfig.h" +#ifdef PYLONG_BITS_IN_DIGIT +#define CYTHON_USE_PYLONG_INTERNALS 1 +#else +#define CYTHON_USE_PYLONG_INTERNALS 0 +#endif +#endif +#endif +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000) + #error Cython requires Python 2.6+ or Python 3.2+. +#else +#define CYTHON_ABI "0_21_1" +#include +#ifndef offsetof +#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#ifdef PYPY_VERSION +#define CYTHON_COMPILING_IN_PYPY 1 +#define CYTHON_COMPILING_IN_CPYTHON 0 +#else +#define CYTHON_COMPILING_IN_PYPY 0 +#define CYTHON_COMPILING_IN_CPYTHON 1 +#endif +#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 +#define Py_OptimizeFlag 0 +#endif +#define __PYX_BUILD_PY_SSIZE_T "n" +#define CYTHON_FORMAT_SSIZE_T "z" +#if PY_MAJOR_VERSION < 3 + #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyClass_Type +#else + #define __Pyx_BUILTIN_MODULE_NAME "builtins" + #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #define __Pyx_DefaultClassType PyType_Type +#endif +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#if PY_VERSION_HEX < 0x030400a1 && !defined(Py_TPFLAGS_HAVE_FINALIZE) + #define Py_TPFLAGS_HAVE_FINALIZE 0 +#endif +#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) + #define CYTHON_PEP393_ENABLED 1 + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_KIND(u) PyUnicode_KIND(u) + #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) +#else + #define CYTHON_PEP393_ENABLED 0 + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) + #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) + #define __Pyx_PyUnicode_KIND(u) (sizeof(Py_UNICODE)) + #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u)) + #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#endif +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) + #define __Pyx_PyFrozenSet_Size(s) PyObject_Size(s) +#else + #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ? \ + PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) + #define __Pyx_PyFrozenSet_Size(s) PySet_Size(s) +#endif +#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) +#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b) +#else + #define __Pyx_PyString_Format(a, b) PyString_Format(a, b) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBaseString_Type PyUnicode_Type + #define PyStringObject PyUnicodeObject + #define PyString_Type PyUnicode_Type + #define PyString_Check PyUnicode_Check + #define PyString_CheckExact PyUnicode_CheckExact +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) + #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) +#else + #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) +#endif +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#if PY_MAJOR_VERSION >= 3 + #define PyIntObject PyLongObject + #define PyInt_Type PyLong_Type + #define PyInt_Check(op) PyLong_Check(op) + #define PyInt_CheckExact(op) PyLong_CheckExact(op) + #define PyInt_FromString PyLong_FromString + #define PyInt_FromUnicode PyLong_FromUnicode + #define PyInt_FromLong PyLong_FromLong + #define PyInt_FromSize_t PyLong_FromSize_t + #define PyInt_FromSsize_t PyLong_FromSsize_t + #define PyInt_AsLong PyLong_AsLong + #define PyInt_AS_LONG PyLong_AS_LONG + #define PyInt_AsSsize_t PyLong_AsSsize_t + #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask + #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask + #define PyNumber_Int PyNumber_Long +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY + #ifndef PyUnicode_InternFromString + #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) + #endif +#endif +#if PY_VERSION_HEX < 0x030200A4 + typedef long Py_hash_t; + #define __Pyx_PyInt_FromHash_t PyInt_FromLong + #define __Pyx_PyInt_AsHash_t PyInt_AsLong +#else + #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t + #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t +#endif +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#else + #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) +#endif +#ifndef CYTHON_INLINE + #if defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) && _MSC_VER >= 1400 + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifdef NAN +#define __PYX_NAN() ((float) NAN) +#else +static CYTHON_INLINE float __PYX_NAN() { + /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and + a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is + a quiet NaN. */ + float value; + memset(&value, 0xFF, sizeof(value)); + return value; +} +#endif +#ifdef __cplusplus +template +void __Pyx_call_destructor(T* x) { + x->~T(); +} +#endif + + +#if PY_MAJOR_VERSION >= 3 + #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#else + #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) + #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) +#endif + +#ifndef __PYX_EXTERN_C + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#if defined(WIN32) || defined(MS_WINDOWS) +#define _USE_MATH_DEFINES +#endif +#include +#define __PYX_HAVE__spacy__syntax__parser +#define __PYX_HAVE_API__spacy__syntax__parser +#include "stdint.h" +#include "string.h" +#include "stdio.h" +#include "stdlib.h" +#include "numpy/arrayobject.h" +#include "numpy/ufuncobject.h" +#include "MurmurHash3.h" +#include "MurmurHash2.h" +#include +#include "ios" +#include "new" +#include "stdexcept" +#include "typeinfo" +#include "pythread.h" +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#ifdef PYREX_WITHOUT_ASSERTIONS +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; + const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; + +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#define __Pyx_fits_Py_ssize_t(v, type, is_signed) ( \ + (sizeof(type) < sizeof(Py_ssize_t)) || \ + (sizeof(type) > sizeof(Py_ssize_t) && \ + likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX) && \ + (!is_signed || likely(v > (type)PY_SSIZE_T_MIN || \ + v == (type)PY_SSIZE_T_MIN))) || \ + (sizeof(type) == sizeof(Py_ssize_t) && \ + (is_signed || likely(v < (type)PY_SSIZE_T_MAX || \ + v == (type)PY_SSIZE_T_MAX))) ) +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE 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_AsSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((const char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((const char*)s) +#define __Pyx_PyByteArray_FromUString(s) __Pyx_PyByteArray_FromString((const char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((const char*)s) +#define __Pyx_PyUnicode_FromUString(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_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) +#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(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_COMPILING_IN_CPYTHON +#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 && __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*) (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; + 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 PyObject *__pyx_m; +static PyObject *__pyx_d; +static PyObject *__pyx_b; +static PyObject *__pyx_empty_tuple; +static PyObject *__pyx_empty_bytes; +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * __pyx_cfilenm= __FILE__; +static const char *__pyx_filename; + +#if !defined(CYTHON_CCOMPLEX) + #if defined(__cplusplus) + #define CYTHON_CCOMPLEX 1 + #elif defined(_Complex_I) + #define CYTHON_CCOMPLEX 1 + #else + #define CYTHON_CCOMPLEX 0 + #endif +#endif +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #include + #else + #include + #endif +#endif +#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) + #undef _Complex_I + #define _Complex_I 1.0fj +#endif + + +static const char *__pyx_f[] = { + "spacy/syntax/parser.pyx", + "spacy/syntax/parser.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd", + ".env/lib/python2.7/site-packages/cymem/cymem.pxd", + "features.pxd", + ".env/lib/python2.7/site-packages/preshed/maps.pxd", + "cache.pxd", + "learner.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/type.pxd", + "spacy/utf8string.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/bool.pxd", + ".env/lib/python2.7/site-packages/Cython/Includes/cpython/complex.pxd", + "spacy/tagger.pxd", + "spacy/morphology.pxd", + "spacy/lang.pxd", + "spacy/tokens.pxd", + "spacy/syntax/arc_eager.pxd", +}; + +/* "thinc/typedefs.pxd":7 + * + * + * ctypedef float weight_t # <<<<<<<<<<<<<< + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + */ +typedef float __pyx_t_5thinc_8typedefs_weight_t; + +/* "thinc/typedefs.pxd":8 + * + * ctypedef float weight_t + * ctypedef uint64_t atom_t # <<<<<<<<<<<<<< + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_atom_t; + +/* "thinc/typedefs.pxd":9 + * ctypedef float weight_t + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t # <<<<<<<<<<<<<< + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + */ +typedef uint64_t __pyx_t_5thinc_8typedefs_feat_t; + +/* "thinc/typedefs.pxd":10 + * ctypedef uint64_t atom_t + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t # <<<<<<<<<<<<<< + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t + */ +typedef int32_t __pyx_t_5thinc_8typedefs_class_t; + +/* "thinc/typedefs.pxd":11 + * ctypedef uint64_t feat_t + * ctypedef int32_t class_t + * ctypedef uint32_t count_t # <<<<<<<<<<<<<< + * ctypedef uint32_t time_t + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_count_t; + +/* "thinc/typedefs.pxd":12 + * ctypedef int32_t class_t + * ctypedef uint32_t count_t + * ctypedef uint32_t time_t # <<<<<<<<<<<<<< + */ +typedef uint32_t __pyx_t_5thinc_8typedefs_time_t; + +/* "preshed/maps.pxd":5 + * + * + * ctypedef uint64_t key_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint64_t __pyx_t_7preshed_4maps_key_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":723 + * # in Cython to enable them only on the right systems. + * + * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + */ +typedef npy_int8 __pyx_t_5numpy_int8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":724 + * + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t + */ +typedef npy_int16 __pyx_t_5numpy_int16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":725 + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< + * ctypedef npy_int64 int64_t + * #ctypedef npy_int96 int96_t + */ +typedef npy_int32 __pyx_t_5numpy_int32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":726 + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< + * #ctypedef npy_int96 int96_t + * #ctypedef npy_int128 int128_t + */ +typedef npy_int64 __pyx_t_5numpy_int64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":730 + * #ctypedef npy_int128 int128_t + * + * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + */ +typedef npy_uint8 __pyx_t_5numpy_uint8_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":731 + * + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t + */ +typedef npy_uint16 __pyx_t_5numpy_uint16_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":732 + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< + * ctypedef npy_uint64 uint64_t + * #ctypedef npy_uint96 uint96_t + */ +typedef npy_uint32 __pyx_t_5numpy_uint32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":733 + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< + * #ctypedef npy_uint96 uint96_t + * #ctypedef npy_uint128 uint128_t + */ +typedef npy_uint64 __pyx_t_5numpy_uint64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":737 + * #ctypedef npy_uint128 uint128_t + * + * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< + * ctypedef npy_float64 float64_t + * #ctypedef npy_float80 float80_t + */ +typedef npy_float32 __pyx_t_5numpy_float32_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":738 + * + * ctypedef npy_float32 float32_t + * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< + * #ctypedef npy_float80 float80_t + * #ctypedef npy_float128 float128_t + */ +typedef npy_float64 __pyx_t_5numpy_float64_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":747 + * # The int types are mapped a bit surprising -- + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t + */ +typedef npy_long __pyx_t_5numpy_int_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":748 + * # numpy.int corresponds to 'l' and numpy.long to 'q' + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< + * ctypedef npy_longlong longlong_t + * + */ +typedef npy_longlong __pyx_t_5numpy_long_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":749 + * ctypedef npy_long int_t + * ctypedef npy_longlong long_t + * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_ulong uint_t + */ +typedef npy_longlong __pyx_t_5numpy_longlong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":751 + * ctypedef npy_longlong longlong_t + * + * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t + */ +typedef npy_ulong __pyx_t_5numpy_uint_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":752 + * + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulonglong_t + * + */ +typedef npy_ulonglong __pyx_t_5numpy_ulong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":753 + * ctypedef npy_ulong uint_t + * ctypedef npy_ulonglong ulong_t + * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_intp intp_t + */ +typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":755 + * ctypedef npy_ulonglong ulonglong_t + * + * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< + * ctypedef npy_uintp uintp_t + * + */ +typedef npy_intp __pyx_t_5numpy_intp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":756 + * + * ctypedef npy_intp intp_t + * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< + * + * ctypedef npy_double float_t + */ +typedef npy_uintp __pyx_t_5numpy_uintp_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":758 + * ctypedef npy_uintp uintp_t + * + * ctypedef npy_double float_t # <<<<<<<<<<<<<< + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t + */ +typedef npy_double __pyx_t_5numpy_float_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":759 + * + * ctypedef npy_double float_t + * ctypedef npy_double double_t # <<<<<<<<<<<<<< + * ctypedef npy_longdouble longdouble_t + * + */ +typedef npy_double __pyx_t_5numpy_double_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":760 + * ctypedef npy_double float_t + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cfloat cfloat_t + */ +typedef npy_longdouble __pyx_t_5numpy_longdouble_t; + +/* "spacy/typedefs.pxd":4 + * from libc.stdint cimport uint8_t + * + * ctypedef uint64_t hash_t # <<<<<<<<<<<<<< + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_hash_t; + +/* "spacy/typedefs.pxd":6 + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t # <<<<<<<<<<<<<< + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_attr_t; + +/* "spacy/typedefs.pxd":7 + * ctypedef char* utf8_t + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t # <<<<<<<<<<<<<< + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + */ +typedef uint64_t __pyx_t_5spacy_8typedefs_flags_t; + +/* "spacy/typedefs.pxd":8 + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t # <<<<<<<<<<<<<< + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t + */ +typedef uint32_t __pyx_t_5spacy_8typedefs_id_t; + +/* "spacy/typedefs.pxd":9 + * ctypedef uint64_t flags_t + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t # <<<<<<<<<<<<<< + * ctypedef uint16_t tag_t + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_len_t; + +/* "spacy/typedefs.pxd":10 + * ctypedef uint32_t id_t + * ctypedef uint16_t len_t + * ctypedef uint16_t tag_t # <<<<<<<<<<<<<< + * + * + */ +typedef uint16_t __pyx_t_5spacy_8typedefs_tag_t; +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< float > __pyx_t_float_complex; + #else + typedef float _Complex __pyx_t_float_complex; + #endif +#else + typedef struct { float real, imag; } __pyx_t_float_complex; +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + typedef ::std::complex< double > __pyx_t_double_complex; + #else + typedef double _Complex __pyx_t_double_complex; + #endif +#else + typedef struct { double real, imag; } __pyx_t_double_complex; +#endif + + +/*--- Type declarations ---*/ +struct __pyx_obj_5cymem_5cymem_Pool; +struct __pyx_obj_5cymem_5cymem_Address; +struct __pyx_obj_5thinc_8features_Extractor; +struct __pyx_obj_7preshed_4maps_PreshMap; +struct __pyx_obj_7preshed_4maps_PreshMapArray; +struct __pyx_obj_5thinc_5cache_ScoresCache; +struct __pyx_obj_5thinc_7learner_LinearModel; +struct __pyx_obj_5thinc_7learner__Writer; +struct __pyx_obj_5thinc_7learner__Reader; +struct __pyx_obj_5spacy_10utf8string_StringStore; +struct __pyx_obj_5spacy_6tagger_Tagger; +struct __pyx_obj_5spacy_10morphology_Morphologizer; +struct __pyx_obj_5spacy_4lang_Lexicon; +struct __pyx_obj_5spacy_4lang_Language; +struct __pyx_obj_5spacy_6tokens_Tokens; +struct __pyx_obj_5spacy_6tokens_Token; +struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem; +struct __pyx_obj_5spacy_6syntax_6parser_GreedyParser; +struct __pyx_t_5thinc_8features_Template; +struct __pyx_t_5thinc_8features_Feature; + +/* "thinc/features.pxd":8 + * + * + * cdef struct Template: # <<<<<<<<<<<<<< + * int[MAX_TEMPLATE_LEN] indices + * int length + */ +struct __pyx_t_5thinc_8features_Template { + int indices[10]; + int length; + __pyx_t_5thinc_8typedefs_atom_t atoms[10]; +}; + +/* "thinc/features.pxd":14 + * + * + * cdef struct Feature: # <<<<<<<<<<<<<< + * int i + * feat_t key + */ +struct __pyx_t_5thinc_8features_Feature { + int i; + __pyx_t_5thinc_8typedefs_feat_t key; + __pyx_t_5thinc_8typedefs_weight_t value; +}; +struct __pyx_t_7preshed_4maps_Cell; +struct __pyx_t_7preshed_4maps_MapStruct; + +/* "preshed/maps.pxd":8 + * + * + * cdef struct Cell: # <<<<<<<<<<<<<< + * key_t key + * void* value + */ +struct __pyx_t_7preshed_4maps_Cell { + __pyx_t_7preshed_4maps_key_t key; + void *value; +}; + +/* "preshed/maps.pxd":13 + * + * + * cdef struct MapStruct: # <<<<<<<<<<<<<< + * size_t length + * size_t filled + */ +struct __pyx_t_7preshed_4maps_MapStruct { + size_t length; + size_t filled; + struct __pyx_t_7preshed_4maps_Cell *cells; +}; +struct __pyx_t_5thinc_7weights_WeightLine; +struct __pyx_t_5thinc_7weights_MetaData; +struct __pyx_t_5thinc_7weights_MDLine; +struct __pyx_t_5thinc_7weights_TrainFeat; + +/* "thinc/weights.pxd":20 + * DEF LINE_SIZE = 8 + * + * ctypedef weight_t[LINE_SIZE] weight_line_t # <<<<<<<<<<<<<< + * + * + */ +typedef __pyx_t_5thinc_8typedefs_weight_t __pyx_t_5thinc_7weights_weight_line_t[8]; + +/* "thinc/weights.pxd":25 + * # A set of weights, to be read in. Start indicates the class that w[0] refers + * # to. Subsequent weights go from there. + * cdef struct WeightLine: # <<<<<<<<<<<<<< + * weight_line_t line + * int start + */ +struct __pyx_t_5thinc_7weights_WeightLine { + __pyx_t_5thinc_7weights_weight_line_t line; + int start; +}; + +/* "thinc/weights.pxd":30 + * + * + * cdef struct MetaData: # <<<<<<<<<<<<<< + * weight_t total + * time_t time + */ +struct __pyx_t_5thinc_7weights_MetaData { + __pyx_t_5thinc_8typedefs_weight_t total; + __pyx_t_5thinc_8typedefs_time_t time; +}; + +/* "thinc/weights.pxd":37 + * + * + * cdef struct MDLine: # <<<<<<<<<<<<<< + * MetaData[LINE_SIZE] line + * + */ +struct __pyx_t_5thinc_7weights_MDLine { + struct __pyx_t_5thinc_7weights_MetaData line[8]; +}; + +/* "thinc/weights.pxd":41 + * + * + * cdef struct TrainFeat: # <<<<<<<<<<<<<< + * WeightLine* weights + * MDLine* meta + */ +struct __pyx_t_5thinc_7weights_TrainFeat { + struct __pyx_t_5thinc_7weights_WeightLine *weights; + struct __pyx_t_5thinc_7weights_MDLine *meta; + uint32_t length; + uint32_t _resize_at; +}; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":762 + * ctypedef npy_longdouble longdouble_t + * + * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t + */ +typedef npy_cfloat __pyx_t_5numpy_cfloat_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":763 + * + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< + * ctypedef npy_clongdouble clongdouble_t + * + */ +typedef npy_cdouble __pyx_t_5numpy_cdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":764 + * ctypedef npy_cfloat cfloat_t + * ctypedef npy_cdouble cdouble_t + * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< + * + * ctypedef npy_cdouble complex_t + */ +typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; + +/* ".env/lib/python2.7/site-packages/Cython/Includes/numpy/__init__.pxd":766 + * ctypedef npy_clongdouble clongdouble_t + * + * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< + * + * cdef inline object PyArray_MultiIterNew1(a): + */ +typedef npy_cdouble __pyx_t_5numpy_complex_t; +struct __pyx_t_5spacy_8typedefs_Morphology; + +/* "spacy/typedefs.pxd":5 + * + * ctypedef uint64_t hash_t + * ctypedef char* utf8_t # <<<<<<<<<<<<<< + * ctypedef uint32_t attr_t + * ctypedef uint64_t flags_t + */ +typedef char *__pyx_t_5spacy_8typedefs_utf8_t; + +/* "spacy/typedefs.pxd":13 + * + * + * cdef struct Morphology: # <<<<<<<<<<<<<< + * uint8_t number + * uint8_t tenspect # Tense/aspect/voice + */ +struct __pyx_t_5spacy_8typedefs_Morphology { + uint8_t number; + uint8_t tenspect; + uint8_t mood; + uint8_t gender; + uint8_t person; + uint8_t __pyx_case; + uint8_t misc; +}; +struct __pyx_t_5spacy_10utf8string_Utf8Str; +struct __pyx_t_5spacy_10utf8string_UniStr; + +/* "spacy/utf8string.pxd":8 + * + * + * cdef struct Utf8Str: # <<<<<<<<<<<<<< + * id_t i + * hash_t key + */ +struct __pyx_t_5spacy_10utf8string_Utf8Str { + __pyx_t_5spacy_8typedefs_id_t i; + __pyx_t_5spacy_8typedefs_hash_t key; + __pyx_t_5spacy_8typedefs_utf8_t chars; + int length; +}; + +/* "spacy/utf8string.pxd":15 + * + * + * cdef struct UniStr: # <<<<<<<<<<<<<< + * Py_UNICODE* chars + * size_t n + */ +struct __pyx_t_5spacy_10utf8string_UniStr { + Py_UNICODE *chars; + size_t n; + __pyx_t_5spacy_8typedefs_hash_t key; +}; +struct __pyx_t_5spacy_6lexeme_Lexeme; + +/* "spacy/lexeme.pxd":7 + * + * # Reserve 64 values for flag features + * cpdef enum attr_id_t: # <<<<<<<<<<<<<< + * FLAG0 + * FLAG1 + */ +enum __pyx_t_5spacy_6lexeme_attr_id_t { + __pyx_e_5spacy_6lexeme_FLAG0, + __pyx_e_5spacy_6lexeme_FLAG1, + __pyx_e_5spacy_6lexeme_FLAG2, + __pyx_e_5spacy_6lexeme_FLAG3, + __pyx_e_5spacy_6lexeme_FLAG4, + __pyx_e_5spacy_6lexeme_FLAG5, + __pyx_e_5spacy_6lexeme_FLAG6, + __pyx_e_5spacy_6lexeme_FLAG7, + __pyx_e_5spacy_6lexeme_FLAG8, + __pyx_e_5spacy_6lexeme_FLAG9, + __pyx_e_5spacy_6lexeme_FLAG10, + __pyx_e_5spacy_6lexeme_FLAG11, + __pyx_e_5spacy_6lexeme_FLAG12, + __pyx_e_5spacy_6lexeme_FLAG13, + __pyx_e_5spacy_6lexeme_FLAG14, + __pyx_e_5spacy_6lexeme_FLAG15, + __pyx_e_5spacy_6lexeme_FLAG16, + __pyx_e_5spacy_6lexeme_FLAG17, + __pyx_e_5spacy_6lexeme_FLAG18, + __pyx_e_5spacy_6lexeme_FLAG19, + __pyx_e_5spacy_6lexeme_FLAG20, + __pyx_e_5spacy_6lexeme_FLAG21, + __pyx_e_5spacy_6lexeme_FLAG22, + __pyx_e_5spacy_6lexeme_FLAG23, + __pyx_e_5spacy_6lexeme_FLAG24, + __pyx_e_5spacy_6lexeme_FLAG25, + __pyx_e_5spacy_6lexeme_FLAG26, + __pyx_e_5spacy_6lexeme_FLAG27, + __pyx_e_5spacy_6lexeme_FLAG28, + __pyx_e_5spacy_6lexeme_FLAG29, + __pyx_e_5spacy_6lexeme_FLAG30, + __pyx_e_5spacy_6lexeme_FLAG31, + __pyx_e_5spacy_6lexeme_FLAG32, + __pyx_e_5spacy_6lexeme_FLAG33, + __pyx_e_5spacy_6lexeme_FLAG34, + __pyx_e_5spacy_6lexeme_FLAG35, + __pyx_e_5spacy_6lexeme_FLAG36, + __pyx_e_5spacy_6lexeme_FLAG37, + __pyx_e_5spacy_6lexeme_FLAG38, + __pyx_e_5spacy_6lexeme_FLAG39, + __pyx_e_5spacy_6lexeme_FLAG40, + __pyx_e_5spacy_6lexeme_FLAG41, + __pyx_e_5spacy_6lexeme_FLAG42, + __pyx_e_5spacy_6lexeme_FLAG43, + __pyx_e_5spacy_6lexeme_FLAG44, + __pyx_e_5spacy_6lexeme_FLAG45, + __pyx_e_5spacy_6lexeme_FLAG46, + __pyx_e_5spacy_6lexeme_FLAG47, + __pyx_e_5spacy_6lexeme_FLAG48, + __pyx_e_5spacy_6lexeme_FLAG49, + __pyx_e_5spacy_6lexeme_FLAG50, + __pyx_e_5spacy_6lexeme_FLAG51, + __pyx_e_5spacy_6lexeme_FLAG52, + __pyx_e_5spacy_6lexeme_FLAG53, + __pyx_e_5spacy_6lexeme_FLAG54, + __pyx_e_5spacy_6lexeme_FLAG55, + __pyx_e_5spacy_6lexeme_FLAG56, + __pyx_e_5spacy_6lexeme_FLAG57, + __pyx_e_5spacy_6lexeme_FLAG58, + __pyx_e_5spacy_6lexeme_FLAG59, + __pyx_e_5spacy_6lexeme_FLAG60, + __pyx_e_5spacy_6lexeme_FLAG61, + __pyx_e_5spacy_6lexeme_FLAG62, + __pyx_e_5spacy_6lexeme_FLAG63, + __pyx_e_5spacy_6lexeme_ID, + __pyx_e_5spacy_6lexeme_SIC, + __pyx_e_5spacy_6lexeme_DENSE, + __pyx_e_5spacy_6lexeme_SHAPE, + __pyx_e_5spacy_6lexeme_PREFIX, + __pyx_e_5spacy_6lexeme_SUFFIX, + __pyx_e_5spacy_6lexeme_LENGTH, + __pyx_e_5spacy_6lexeme_CLUSTER, + __pyx_e_5spacy_6lexeme_POS_TYPE, + __pyx_e_5spacy_6lexeme_LEMMA +}; + +/* "spacy/lexeme.pxd":86 + * + * + * cdef struct Lexeme: # <<<<<<<<<<<<<< + * flags_t flags + * + */ +struct __pyx_t_5spacy_6lexeme_Lexeme { + __pyx_t_5spacy_8typedefs_flags_t flags; + __pyx_t_5spacy_8typedefs_attr_t id; + __pyx_t_5spacy_8typedefs_attr_t sic; + __pyx_t_5spacy_8typedefs_attr_t dense; + __pyx_t_5spacy_8typedefs_attr_t shape; + __pyx_t_5spacy_8typedefs_attr_t prefix; + __pyx_t_5spacy_8typedefs_attr_t suffix; + __pyx_t_5spacy_8typedefs_attr_t length; + __pyx_t_5spacy_8typedefs_attr_t cluster; + __pyx_t_5spacy_8typedefs_attr_t pos_type; + float prob; + float sentiment; +}; +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict; + +/* "spacy/tagger.pxd":16 + * + * cdef class Tagger: + * cdef class_t predict(self, const atom_t* context, object golds=*) except * # <<<<<<<<<<<<<< + * + * cpdef readonly Pool mem + */ +struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict { + int __pyx_n; + PyObject *golds; +}; +struct __pyx_t_5spacy_10morphology_PosTag; + +/* "spacy/morphology.pxd":12 + * + * # Google universal tag set + * cpdef enum univ_tag_t: # <<<<<<<<<<<<<< + * NO_TAG + * ADJ + */ +enum __pyx_t_5spacy_10morphology_univ_tag_t { + __pyx_e_5spacy_10morphology_NO_TAG, + __pyx_e_5spacy_10morphology_ADJ, + __pyx_e_5spacy_10morphology_ADV, + __pyx_e_5spacy_10morphology_ADP, + __pyx_e_5spacy_10morphology_CONJ, + __pyx_e_5spacy_10morphology_DET, + __pyx_e_5spacy_10morphology_NOUN, + __pyx_e_5spacy_10morphology_NUM, + __pyx_e_5spacy_10morphology_PRON, + __pyx_e_5spacy_10morphology_PRT, + __pyx_e_5spacy_10morphology_VERB, + __pyx_e_5spacy_10morphology_X, + __pyx_e_5spacy_10morphology_PUNCT, + __pyx_e_5spacy_10morphology_EOL, + __pyx_e_5spacy_10morphology_N_UNIV_TAGS +}; + +/* "spacy/morphology.pxd":30 + * + * + * cdef struct PosTag: # <<<<<<<<<<<<<< + * Morphology morph + * int id + */ +struct __pyx_t_5spacy_10morphology_PosTag { + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int id; + enum __pyx_t_5spacy_10morphology_univ_tag_t pos; +}; +union __pyx_t_5spacy_4lang_LexemesOrTokens; +struct __pyx_t_5spacy_4lang_Cached; + +/* "spacy/lang.pxd":16 + * + * + * cdef union LexemesOrTokens: # <<<<<<<<<<<<<< + * const Lexeme* const* lexemes + * TokenC* tokens + */ +union __pyx_t_5spacy_4lang_LexemesOrTokens { + struct __pyx_t_5spacy_6lexeme_Lexeme const *const *lexemes; + struct __pyx_t_5spacy_6tokens_TokenC *tokens; +}; + +/* "spacy/lang.pxd":21 + * + * + * cdef struct Cached: # <<<<<<<<<<<<<< + * LexemesOrTokens data + * bint is_lex + */ +struct __pyx_t_5spacy_4lang_Cached { + union __pyx_t_5spacy_4lang_LexemesOrTokens data; + int is_lex; + int length; +}; +struct __pyx_t_5spacy_6tokens_TokenC; + +/* "spacy/tokens.pxd":17 + * + * + * cdef struct TokenC: # <<<<<<<<<<<<<< + * const Lexeme* lex + * Morphology morph + */ +struct __pyx_t_5spacy_6tokens_TokenC { + struct __pyx_t_5spacy_6lexeme_Lexeme const *lex; + struct __pyx_t_5spacy_8typedefs_Morphology morph; + int idx; + int pos; + int lemma; + int sense; + int head; + int dep_tag; + uint32_t l_kids; + uint32_t r_kids; +}; + +/* "spacy/tokens.pxd":30 + * + * + * ctypedef const Lexeme* const_Lexeme_ptr # <<<<<<<<<<<<<< + * ctypedef TokenC* TokenC_ptr + * + */ +typedef struct __pyx_t_5spacy_6lexeme_Lexeme const *__pyx_t_5spacy_6tokens_const_Lexeme_ptr; + +/* "spacy/tokens.pxd":31 + * + * ctypedef const Lexeme* const_Lexeme_ptr + * ctypedef TokenC* TokenC_ptr # <<<<<<<<<<<<<< + * + * ctypedef fused LexemeOrToken: + */ +typedef struct __pyx_t_5spacy_6tokens_TokenC *__pyx_t_5spacy_6tokens_TokenC_ptr; +struct __pyx_t_5spacy_6syntax_6_state_State; + +/* "spacy/syntax/_state.pxd":8 + * + * + * cdef struct State: # <<<<<<<<<<<<<< + * TokenC** stack + * TokenC* sent + */ +struct __pyx_t_5spacy_6syntax_6_state_State { + struct __pyx_t_5spacy_6tokens_TokenC **stack; + struct __pyx_t_5spacy_6tokens_TokenC *sent; + int i; + int sent_len; + int stack_len; +}; +struct __pyx_t_5spacy_6syntax_9arc_eager_Transition; + +/* "spacy/syntax/arc_eager.pxd":9 + * + * + * cdef struct Transition: # <<<<<<<<<<<<<< + * int move + * int label + */ +struct __pyx_t_5spacy_6syntax_9arc_eager_Transition { + int move; + int label; +}; + +/* "spacy/syntax/_parse_features.pxd":23 + * + * # NB: The order of the enum is _NOT_ arbitrary!! + * cpdef enum: # <<<<<<<<<<<<<< + * S2w + * S2p + */ +enum { + __pyx_e_5spacy_6syntax_15_parse_features_S2w, + __pyx_e_5spacy_6syntax_15_parse_features_S2p, + __pyx_e_5spacy_6syntax_15_parse_features_S2c, + __pyx_e_5spacy_6syntax_15_parse_features_S2c4, + __pyx_e_5spacy_6syntax_15_parse_features_S2c6, + __pyx_e_5spacy_6syntax_15_parse_features_S2L, + __pyx_e_5spacy_6syntax_15_parse_features_S1w, + __pyx_e_5spacy_6syntax_15_parse_features_S1p, + __pyx_e_5spacy_6syntax_15_parse_features_S1c, + __pyx_e_5spacy_6syntax_15_parse_features_S1c4, + __pyx_e_5spacy_6syntax_15_parse_features_S1c6, + __pyx_e_5spacy_6syntax_15_parse_features_S1L, + __pyx_e_5spacy_6syntax_15_parse_features_S1rw, + __pyx_e_5spacy_6syntax_15_parse_features_S1rp, + __pyx_e_5spacy_6syntax_15_parse_features_S1rc, + __pyx_e_5spacy_6syntax_15_parse_features_S1rc4, + __pyx_e_5spacy_6syntax_15_parse_features_S1rc6, + __pyx_e_5spacy_6syntax_15_parse_features_S1rL, + __pyx_e_5spacy_6syntax_15_parse_features_S0lw, + __pyx_e_5spacy_6syntax_15_parse_features_S0lp, + __pyx_e_5spacy_6syntax_15_parse_features_S0lc, + __pyx_e_5spacy_6syntax_15_parse_features_S0lc4, + __pyx_e_5spacy_6syntax_15_parse_features_S0lc6, + __pyx_e_5spacy_6syntax_15_parse_features_S0lL, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2w, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2p, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2c, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2c4, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2c6, + __pyx_e_5spacy_6syntax_15_parse_features_S0l2L, + __pyx_e_5spacy_6syntax_15_parse_features_S0w, + __pyx_e_5spacy_6syntax_15_parse_features_S0p, + __pyx_e_5spacy_6syntax_15_parse_features_S0c, + __pyx_e_5spacy_6syntax_15_parse_features_S0c4, + __pyx_e_5spacy_6syntax_15_parse_features_S0c6, + __pyx_e_5spacy_6syntax_15_parse_features_S0L, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2w, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2p, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2c, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2c4, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2c6, + __pyx_e_5spacy_6syntax_15_parse_features_S0r2L, + __pyx_e_5spacy_6syntax_15_parse_features_S0rw, + __pyx_e_5spacy_6syntax_15_parse_features_S0rp, + __pyx_e_5spacy_6syntax_15_parse_features_S0rc, + __pyx_e_5spacy_6syntax_15_parse_features_S0rc4, + __pyx_e_5spacy_6syntax_15_parse_features_S0rc6, + __pyx_e_5spacy_6syntax_15_parse_features_S0rL, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2w, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2p, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2c, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2c4, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2c6, + __pyx_e_5spacy_6syntax_15_parse_features_N0l2L, + __pyx_e_5spacy_6syntax_15_parse_features_N0lw, + __pyx_e_5spacy_6syntax_15_parse_features_N0lp, + __pyx_e_5spacy_6syntax_15_parse_features_N0lc, + __pyx_e_5spacy_6syntax_15_parse_features_N0lc4, + __pyx_e_5spacy_6syntax_15_parse_features_N0lc6, + __pyx_e_5spacy_6syntax_15_parse_features_N0lL, + __pyx_e_5spacy_6syntax_15_parse_features_N0w, + __pyx_e_5spacy_6syntax_15_parse_features_N0p, + __pyx_e_5spacy_6syntax_15_parse_features_N0c, + __pyx_e_5spacy_6syntax_15_parse_features_N0c4, + __pyx_e_5spacy_6syntax_15_parse_features_N0c6, + __pyx_e_5spacy_6syntax_15_parse_features_N0L, + __pyx_e_5spacy_6syntax_15_parse_features_N1w, + __pyx_e_5spacy_6syntax_15_parse_features_N1p, + __pyx_e_5spacy_6syntax_15_parse_features_N1c, + __pyx_e_5spacy_6syntax_15_parse_features_N1c4, + __pyx_e_5spacy_6syntax_15_parse_features_N1c6, + __pyx_e_5spacy_6syntax_15_parse_features_N1L, + __pyx_e_5spacy_6syntax_15_parse_features_N2w, + __pyx_e_5spacy_6syntax_15_parse_features_N2p, + __pyx_e_5spacy_6syntax_15_parse_features_N2c, + __pyx_e_5spacy_6syntax_15_parse_features_N2c4, + __pyx_e_5spacy_6syntax_15_parse_features_N2c6, + __pyx_e_5spacy_6syntax_15_parse_features_N2L, + __pyx_e_5spacy_6syntax_15_parse_features_dist, + __pyx_e_5spacy_6syntax_15_parse_features_N0lv, + __pyx_e_5spacy_6syntax_15_parse_features_S0lv, + __pyx_e_5spacy_6syntax_15_parse_features_S0rv, + __pyx_e_5spacy_6syntax_15_parse_features_S1lv, + __pyx_e_5spacy_6syntax_15_parse_features_S1rv, + __pyx_e_5spacy_6syntax_15_parse_features_CONTEXT_SIZE +}; + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ +struct __pyx_obj_5cymem_5cymem_Pool { + PyObject_HEAD + struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtab; + size_t size; + PyObject *addresses; +}; + + +/* "cymem/cymem.pxd":10 + * + * + * cdef class Address: # <<<<<<<<<<<<<< + * cdef void* ptr + */ +struct __pyx_obj_5cymem_5cymem_Address { + PyObject_HEAD + void *ptr; +}; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ +struct __pyx_obj_5thinc_8features_Extractor { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_5thinc_8features_Template *templates; + struct __pyx_t_5thinc_8features_Feature *feats; + int n_templ; +}; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ +struct __pyx_obj_7preshed_4maps_PreshMap { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtab; + struct __pyx_t_7preshed_4maps_MapStruct *c_map; + struct __pyx_obj_5cymem_5cymem_Pool *mem; +}; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ +struct __pyx_obj_7preshed_4maps_PreshMapArray { + PyObject_HEAD + struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_t_7preshed_4maps_MapStruct *maps; + size_t length; +}; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ +struct __pyx_obj_5thinc_5cache_ScoresCache { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtab; + size_t i; + size_t max_size; + __pyx_t_5thinc_8typedefs_class_t scores_size; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + __pyx_t_5thinc_8typedefs_weight_t **_arrays; + __pyx_t_5thinc_8typedefs_weight_t *_scores_if_full; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + size_t n_hit; + size_t n_total; +}; + + +/* "thinc/learner.pxd":20 + * + * + * cdef class LinearModel: # <<<<<<<<<<<<<< + * cdef time_t time + * cdef readonly class_t nr_class + */ +struct __pyx_obj_5thinc_7learner_LinearModel { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtab; + __pyx_t_5thinc_8typedefs_time_t time; + __pyx_t_5thinc_8typedefs_class_t nr_class; + int nr_templates; + size_t n_corr; + size_t total; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMapArray *weights; + struct __pyx_obj_5thinc_5cache_ScoresCache *cache; + __pyx_t_5thinc_8typedefs_weight_t *scores; + struct __pyx_t_5thinc_7weights_WeightLine *_weight_lines; + size_t _max_wl; +}; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Writer { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ +struct __pyx_obj_5thinc_7learner__Reader { + PyObject_HEAD + struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtab; + FILE *_fp; + __pyx_t_5thinc_8typedefs_class_t _nr_class; + __pyx_t_5thinc_8typedefs_count_t _freq_thresh; +}; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ +struct __pyx_obj_5spacy_10utf8string_StringStore { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; + struct __pyx_t_5spacy_10utf8string_Utf8Str *strings; + int size; + int _resize_at; +}; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ +struct __pyx_obj_5spacy_6tagger_Tagger { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5thinc_8features_Extractor *extractor; + struct __pyx_obj_5thinc_7learner_LinearModel *model; + PyObject *tag_names; + PyObject *tagdict; +}; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ +struct __pyx_obj_5spacy_10morphology_Morphologizer { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + PyObject *lemmatizer; + struct __pyx_t_5spacy_10morphology_PosTag *tags; + PyObject *tag_names; + struct __pyx_obj_7preshed_4maps_PreshMapArray *_cache; +}; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ +struct __pyx_obj_5spacy_4lang_Lexicon { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtab; + PyObject *get_lex_props; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_10utf8string_StringStore *strings; + std::vector lexemes; + struct __pyx_obj_7preshed_4maps_PreshMap *_map; +}; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ +struct __pyx_obj_5spacy_4lang_Language { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + PyObject *name; + struct __pyx_obj_7preshed_4maps_PreshMap *_cache; + struct __pyx_obj_7preshed_4maps_PreshMap *_specials; + struct __pyx_obj_5spacy_4lang_Lexicon *lexicon; + struct __pyx_obj_5spacy_6tagger_Tagger *pos_tagger; + struct __pyx_obj_5spacy_10morphology_Morphologizer *morphologizer; + struct __pyx_obj_7preshed_4maps_PreshMap *_pos_cache; + PyObject *_prefix_re; + PyObject *_suffix_re; + PyObject *_infix_re; +}; + +struct __pyx_obj_5spacy_6tokens_Tokens { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + struct __pyx_obj_5spacy_4lang_Language *lang; + PyObject *tag_names; + struct __pyx_t_5spacy_6tokens_TokenC *data; + int length; + int max_length; +}; + + +/* "spacy/tokens.pxd":53 + * + * + * cdef class Token: # <<<<<<<<<<<<<< + * cdef public Language lang + * cdef public int i + */ +struct __pyx_obj_5spacy_6tokens_Token { + PyObject_HEAD + struct __pyx_obj_5spacy_4lang_Language *lang; + int i; + int idx; + int pos; + int lemma; + __pyx_t_5thinc_8typedefs_atom_t id; + __pyx_t_5thinc_8typedefs_atom_t cluster; + __pyx_t_5thinc_8typedefs_atom_t length; + __pyx_t_5thinc_8typedefs_atom_t postype; + __pyx_t_5thinc_8typedefs_atom_t sensetype; + __pyx_t_5thinc_8typedefs_atom_t sic; + __pyx_t_5thinc_8typedefs_atom_t norm; + __pyx_t_5thinc_8typedefs_atom_t shape; + __pyx_t_5thinc_8typedefs_atom_t asciied; + __pyx_t_5thinc_8typedefs_atom_t prefix; + __pyx_t_5thinc_8typedefs_atom_t suffix; + float prob; + __pyx_t_5spacy_8typedefs_flags_t flags; +}; + + +/* "spacy/syntax/arc_eager.pxd":14 + * + * + * cdef class TransitionSystem: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly int n_moves + */ +struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6syntax_9arc_eager_TransitionSystem *__pyx_vtab; + struct __pyx_obj_5cymem_5cymem_Pool *mem; + int n_moves; + PyObject *label_ids; + struct __pyx_t_5spacy_6syntax_9arc_eager_Transition const *_moves; +}; + + +/* "spacy/syntax/parser.pxd":9 + * + * + * cdef class GreedyParser: # <<<<<<<<<<<<<< + * cdef object cfg + * cdef Extractor extractor + */ +struct __pyx_obj_5spacy_6syntax_6parser_GreedyParser { + PyObject_HEAD + struct __pyx_vtabstruct_5spacy_6syntax_6parser_GreedyParser *__pyx_vtab; + PyObject *cfg; + struct __pyx_obj_5thinc_8features_Extractor *extractor; + struct __pyx_obj_5thinc_7learner_LinearModel *model; + struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *moves; +}; + + + +/* "cymem/cymem.pxd":1 + * cdef class Pool: # <<<<<<<<<<<<<< + * cdef readonly size_t size + * cdef readonly dict addresses + */ + +struct __pyx_vtabstruct_5cymem_5cymem_Pool { + void *(*alloc)(struct __pyx_obj_5cymem_5cymem_Pool *, size_t, size_t); + void (*free)(struct __pyx_obj_5cymem_5cymem_Pool *, void *); + void *(*realloc)(struct __pyx_obj_5cymem_5cymem_Pool *, void *, size_t); +}; +static struct __pyx_vtabstruct_5cymem_5cymem_Pool *__pyx_vtabptr_5cymem_5cymem_Pool; + + +/* "thinc/features.pxd":20 + * + * + * cdef class Extractor: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef Template* templates + */ + +struct __pyx_vtabstruct_5thinc_8features_Extractor { + struct __pyx_t_5thinc_8features_Feature *(*get_feats)(struct __pyx_obj_5thinc_8features_Extractor *, __pyx_t_5thinc_8typedefs_atom_t *, int *); + int (*set_feats)(struct __pyx_obj_5thinc_8features_Extractor *, struct __pyx_t_5thinc_8features_Feature *, __pyx_t_5thinc_8typedefs_atom_t *); +}; +static struct __pyx_vtabstruct_5thinc_8features_Extractor *__pyx_vtabptr_5thinc_8features_Extractor; + + +/* "preshed/maps.pxd":25 + * cdef void map_init(Pool mem, MapStruct* pmap, size_t length) except * + * + * cdef class PreshMap: # <<<<<<<<<<<<<< + * cdef MapStruct* c_map + * cdef Pool mem + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMap { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMap *, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMap *__pyx_vtabptr_7preshed_4maps_PreshMap; + + +/* "preshed/maps.pxd":33 + * + * + * cdef class PreshMapArray: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef MapStruct* maps + */ + +struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray { + void *(*get)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t); + void (*set)(struct __pyx_obj_7preshed_4maps_PreshMapArray *, size_t, __pyx_t_7preshed_4maps_key_t, void *); +}; +static struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray *__pyx_vtabptr_7preshed_4maps_PreshMapArray; + + +/* "thinc/cache.pxd":6 + * from .typedefs cimport * + * + * cdef class ScoresCache: # <<<<<<<<<<<<<< + * cdef size_t i + * cdef size_t max_size + */ + +struct __pyx_vtabstruct_5thinc_5cache_ScoresCache { + __pyx_t_5thinc_8typedefs_weight_t *(*lookup)(struct __pyx_obj_5thinc_5cache_ScoresCache *, __pyx_t_5thinc_8typedefs_class_t, void *, int *); +}; +static struct __pyx_vtabstruct_5thinc_5cache_ScoresCache *__pyx_vtabptr_5thinc_5cache_ScoresCache; + + +/* "thinc/learner.pxd":20 + * + * + * cdef class LinearModel: # <<<<<<<<<<<<<< + * cdef time_t time + * cdef readonly class_t nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner_LinearModel { + int (*set_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, __pyx_t_5thinc_8typedefs_weight_t *, struct __pyx_t_5thinc_8features_Feature *, int); + __pyx_t_5thinc_8typedefs_weight_t *(*get_scores)(struct __pyx_obj_5thinc_7learner_LinearModel *, struct __pyx_t_5thinc_8features_Feature *, int); + int (*update)(struct __pyx_obj_5thinc_7learner_LinearModel *, PyObject *, int __pyx_skip_dispatch); +}; +static struct __pyx_vtabstruct_5thinc_7learner_LinearModel *__pyx_vtabptr_5thinc_7learner_LinearModel; + + +/* "thinc/learner.pxd":38 + * + * + * cdef class _Writer: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Writer { + int (*write)(struct __pyx_obj_5thinc_7learner__Writer *, int, __pyx_t_5thinc_8typedefs_feat_t, struct __pyx_t_5thinc_7weights_TrainFeat *); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Writer *__pyx_vtabptr_5thinc_7learner__Writer; + + +/* "thinc/learner.pxd":46 + * + * + * cdef class _Reader: # <<<<<<<<<<<<<< + * cdef FILE* _fp + * cdef class_t _nr_class + */ + +struct __pyx_vtabstruct_5thinc_7learner__Reader { + int (*read)(struct __pyx_obj_5thinc_7learner__Reader *, struct __pyx_obj_5cymem_5cymem_Pool *, int *, __pyx_t_5thinc_8typedefs_feat_t *, struct __pyx_t_5thinc_7weights_TrainFeat **); +}; +static struct __pyx_vtabstruct_5thinc_7learner__Reader *__pyx_vtabptr_5thinc_7learner__Reader; + + +/* "spacy/utf8string.pxd":27 + * + * + * cdef class StringStore: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef PreshMap _map + */ + +struct __pyx_vtabstruct_5spacy_10utf8string_StringStore { + struct __pyx_t_5spacy_10utf8string_Utf8Str const *(*intern)(struct __pyx_obj_5spacy_10utf8string_StringStore *, char *, int); +}; +static struct __pyx_vtabstruct_5spacy_10utf8string_StringStore *__pyx_vtabptr_5spacy_10utf8string_StringStore; + + +/* "spacy/tagger.pxd":15 + * + * + * cdef class Tagger: # <<<<<<<<<<<<<< + * cdef class_t predict(self, const atom_t* context, object golds=*) except * + * + */ + +struct __pyx_vtabstruct_5spacy_6tagger_Tagger { + __pyx_t_5thinc_8typedefs_class_t (*predict)(struct __pyx_obj_5spacy_6tagger_Tagger *, __pyx_t_5thinc_8typedefs_atom_t const *, struct __pyx_opt_args_5spacy_6tagger_6Tagger_predict *__pyx_optional_args); +}; +static struct __pyx_vtabstruct_5spacy_6tagger_Tagger *__pyx_vtabptr_5spacy_6tagger_Tagger; + + +/* "spacy/morphology.pxd":36 + * + * + * cdef class Morphologizer: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef StringStore strings + */ + +struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer { + int (*lemmatize)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, enum __pyx_t_5spacy_10morphology_univ_tag_t const , struct __pyx_t_5spacy_6lexeme_Lexeme const *); + int (*set_morph)(struct __pyx_obj_5spacy_10morphology_Morphologizer *, int const , struct __pyx_t_5spacy_6tokens_TokenC *); +}; +static struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer *__pyx_vtabptr_5spacy_10morphology_Morphologizer; + + +/* "spacy/lang.pxd":27 + * + * + * cdef class Lexicon: # <<<<<<<<<<<<<< + * cpdef public get_lex_props + * cdef Pool mem + */ + +struct __pyx_vtabstruct_5spacy_4lang_Lexicon { + struct __pyx_t_5spacy_6lexeme_Lexeme const *(*get)(struct __pyx_obj_5spacy_4lang_Lexicon *, struct __pyx_obj_5cymem_5cymem_Pool *, struct __pyx_t_5spacy_10utf8string_UniStr *); +}; +static struct __pyx_vtabstruct_5spacy_4lang_Lexicon *__pyx_vtabptr_5spacy_4lang_Lexicon; + + +/* "spacy/lang.pxd":38 + * + * + * cdef class Language: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly unicode name + */ + +struct __pyx_vtabstruct_5spacy_4lang_Language { + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokens_from_list)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); + struct __pyx_obj_5spacy_6tokens_Tokens *(*tokenize)(struct __pyx_obj_5spacy_4lang_Language *, PyObject *, int __pyx_skip_dispatch); 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+}; +static struct __pyx_vtabstruct_5spacy_4lang_Language *__pyx_vtabptr_5spacy_4lang_Language; + + +struct __pyx_vtabstruct_5spacy_6tokens_Tokens { + PyArrayObject *(*get_array)(struct __pyx_obj_5spacy_6tokens_Tokens *, PyObject *, int __pyx_skip_dispatch); + int (*__pyx_fuse_0push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_const_Lexeme_ptr); + int (*__pyx_fuse_1push_back)(struct __pyx_obj_5spacy_6tokens_Tokens *, int, __pyx_t_5spacy_6tokens_TokenC_ptr); +}; +static struct __pyx_vtabstruct_5spacy_6tokens_Tokens *__pyx_vtabptr_5spacy_6tokens_Tokens; + + +/* "spacy/syntax/arc_eager.pxd":14 + * + * + * cdef class TransitionSystem: # <<<<<<<<<<<<<< + * cdef Pool mem + * cdef readonly int n_moves + */ + +struct __pyx_vtabstruct_5spacy_6syntax_9arc_eager_TransitionSystem { + int (*best_valid)(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *, __pyx_t_5thinc_8typedefs_weight_t const *, struct __pyx_t_5spacy_6syntax_6_state_State const *); + int (*best_gold)(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem *, __pyx_t_5thinc_8typedefs_weight_t const *, struct __pyx_t_5spacy_6syntax_6_state_State const *, PyObject *, PyObject *); 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r = NULL; __Pyx_DECREF(tmp);}} while(0) + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_getattro)) + return tp->tp_getattro(obj, attr_name); +#if PY_MAJOR_VERSION < 3 + if (likely(tp->tp_getattr)) + return tp->tp_getattr(obj, PyString_AS_STRING(attr_name)); +#endif + return PyObject_GetAttr(obj, attr_name); +} +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +static PyObject *__Pyx_GetBuiltinName(PyObject *name); + +#ifndef CYTHON_PROFILE + #define CYTHON_PROFILE 1 +#endif +#ifndef CYTHON_TRACE + #define CYTHON_TRACE 0 +#endif +#if CYTHON_TRACE + #undef CYTHON_PROFILE_REUSE_FRAME +#endif +#ifndef CYTHON_PROFILE_REUSE_FRAME + #define CYTHON_PROFILE_REUSE_FRAME 0 +#endif +#if CYTHON_PROFILE || CYTHON_TRACE + #include "compile.h" + #include "frameobject.h" + #include "traceback.h" + #if CYTHON_PROFILE_REUSE_FRAME + #define CYTHON_FRAME_MODIFIER static + #define CYTHON_FRAME_DEL + #else + #define CYTHON_FRAME_MODIFIER + #define CYTHON_FRAME_DEL Py_CLEAR(__pyx_frame) + #endif + #define __Pyx_TraceDeclarations \ + static PyCodeObject *__pyx_frame_code = NULL; \ + CYTHON_FRAME_MODIFIER PyFrameObject *__pyx_frame = NULL; \ + int __Pyx_use_tracing = 0; + #define __Pyx_TraceCall(funcname, srcfile, firstlineno) \ + if (unlikely(PyThreadState_GET()->use_tracing && \ + (PyThreadState_GET()->c_profilefunc || (CYTHON_TRACE && PyThreadState_GET()->c_tracefunc)))) { \ + __Pyx_use_tracing = __Pyx_TraceSetupAndCall(&__pyx_frame_code, &__pyx_frame, funcname, srcfile, firstlineno); \ + } + #define __Pyx_TraceException() \ + if (unlikely(__Pyx_use_tracing) && PyThreadState_GET()->use_tracing && \ + (PyThreadState_GET()->c_profilefunc || (CYTHON_TRACE && PyThreadState_GET()->c_tracefunc))) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + tstate->use_tracing = 0; \ + PyObject *exc_info = __Pyx_GetExceptionTuple(); \ + if (exc_info) { \ + if (CYTHON_TRACE && tstate->c_tracefunc) \ + tstate->c_tracefunc( \ + tstate->c_traceobj, __pyx_frame, PyTrace_EXCEPTION, exc_info); \ + tstate->c_profilefunc( \ + tstate->c_profileobj, __pyx_frame, PyTrace_EXCEPTION, exc_info); \ + Py_DECREF(exc_info); \ + } \ + tstate->use_tracing = 1; \ + } + #define __Pyx_TraceReturn(result) \ + if (unlikely(__Pyx_use_tracing) && PyThreadState_GET()->use_tracing) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + tstate->use_tracing = 0; \ + if (CYTHON_TRACE && tstate->c_tracefunc) \ + tstate->c_tracefunc( \ + tstate->c_traceobj, __pyx_frame, PyTrace_RETURN, (PyObject*)result); \ + if (tstate->c_profilefunc) \ + tstate->c_profilefunc( \ + tstate->c_profileobj, __pyx_frame, PyTrace_RETURN, (PyObject*)result); \ + CYTHON_FRAME_DEL; \ + tstate->use_tracing = 1; \ + } + static PyCodeObject *__Pyx_createFrameCodeObject(const char *funcname, const char *srcfile, int firstlineno); + static int __Pyx_TraceSetupAndCall(PyCodeObject** code, PyFrameObject** frame, const char *funcname, const char *srcfile, int firstlineno); +#else + #define __Pyx_TraceDeclarations + #define __Pyx_TraceCall(funcname, srcfile, firstlineno) + #define __Pyx_TraceException() + #define __Pyx_TraceReturn(result) +#endif +#if CYTHON_TRACE + #define __Pyx_TraceLine(lineno) \ + if (unlikely(__Pyx_use_tracing) && unlikely(PyThreadState_GET()->use_tracing && PyThreadState_GET()->c_tracefunc)) { \ + PyThreadState* tstate = PyThreadState_GET(); \ + __pyx_frame->f_lineno = lineno; \ + tstate->use_tracing = 0; \ + tstate->c_tracefunc(tstate->c_traceobj, __pyx_frame, PyTrace_LINE, NULL); \ + tstate->use_tracing = 1; \ + } +#else + #define __Pyx_TraceLine(lineno) +#endif + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); +#else +#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) +#endif + +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) : \ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +static 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); + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name); + +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); + +static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ + PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ + const char* function_name); + +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +#if PY_MAJOR_VERSION >= 3 +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 + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); + +static void* __Pyx_GetVtable(PyObject *dict); + +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); + +typedef struct { + int code_line; + PyCodeObject* code_object; +} __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); + +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #define __Pyx_CREAL(z) ((z).real()) + #define __Pyx_CIMAG(z) ((z).imag()) + #else + #define __Pyx_CREAL(z) (__real__(z)) + #define __Pyx_CIMAG(z) (__imag__(z)) + #endif +#else + #define __Pyx_CREAL(z) ((z).real) + #define __Pyx_CIMAG(z) ((z).imag) +#endif +#if (defined(_WIN32) || defined(__clang__)) && defined(__cplusplus) && CYTHON_CCOMPLEX + #define __Pyx_SET_CREAL(z,x) ((z).real(x)) + #define __Pyx_SET_CIMAG(z,y) ((z).imag(y)) +#else + #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x) + #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y) +#endif + +static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); + +#if CYTHON_CCOMPLEX + #define __Pyx_c_eqf(a, b) ((a)==(b)) + #define __Pyx_c_sumf(a, b) ((a)+(b)) + #define __Pyx_c_difff(a, b) ((a)-(b)) + #define __Pyx_c_prodf(a, b) ((a)*(b)) + #define __Pyx_c_quotf(a, b) ((a)/(b)) + #define __Pyx_c_negf(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zerof(z) ((z)==(float)0) + #define __Pyx_c_conjf(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_absf(z) (::std::abs(z)) + #define __Pyx_c_powf(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zerof(z) ((z)==0) + #define __Pyx_c_conjf(z) (conjf(z)) + #if 1 + #define __Pyx_c_absf(z) (cabsf(z)) + #define __Pyx_c_powf(a, b) (cpowf(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex); + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex); + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex); + #endif +#endif + +static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); + +#if CYTHON_CCOMPLEX + #define __Pyx_c_eq(a, b) ((a)==(b)) + #define __Pyx_c_sum(a, b) ((a)+(b)) + #define __Pyx_c_diff(a, b) ((a)-(b)) + #define __Pyx_c_prod(a, b) ((a)*(b)) + #define __Pyx_c_quot(a, b) ((a)/(b)) + #define __Pyx_c_neg(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zero(z) ((z)==(double)0) + #define __Pyx_c_conj(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_abs(z) (::std::abs(z)) + #define __Pyx_c_pow(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zero(z) ((z)==0) + #define __Pyx_c_conj(z) (conj(z)) + #if 1 + #define __Pyx_c_abs(z) (cabs(z)) + #define __Pyx_c_pow(a, b) (cpow(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex); + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex); + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex); + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value); + +#include + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value); + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *); + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); + +static int __Pyx_check_binary_version(void); + +#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 + +static PyObject *__Pyx_ImportModule(const char *name); + +static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); + +static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig); + +static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig); + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); + +static int __pyx_f_5spacy_6syntax_6parser_12GreedyParser_parse(struct __pyx_obj_5spacy_6syntax_6parser_GreedyParser *__pyx_v_self, struct __pyx_obj_5spacy_6tokens_Tokens *__pyx_v_tokens, int __pyx_skip_dispatch); /* proto*/ + +/* Module declarations from 'cymem.cymem' */ +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Pool = 0; +static PyTypeObject *__pyx_ptype_5cymem_5cymem_Address = 0; + +/* Module declarations from 'libc.stdint' */ + +/* Module declarations from 'thinc.typedefs' */ + +/* Module declarations from 'thinc.features' */ +static PyTypeObject *__pyx_ptype_5thinc_8features_Extractor = 0; +static int (*__pyx_f_5thinc_8features_count_feats)(PyObject *, struct __pyx_t_5thinc_8features_Feature *, int, __pyx_t_5thinc_8typedefs_weight_t); /*proto*/ + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'preshed.maps' */ +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMap = 0; +static PyTypeObject *__pyx_ptype_7preshed_4maps_PreshMapArray = 0; + +/* Module declarations from 'thinc.cache' */ +static PyTypeObject *__pyx_ptype_5thinc_5cache_ScoresCache = 0; + +/* Module declarations from 'thinc.weights' */ + +/* Module declarations from 'thinc.learner' */ +static PyTypeObject *__pyx_ptype_5thinc_7learner_LinearModel = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Writer = 0; +static PyTypeObject *__pyx_ptype_5thinc_7learner__Reader = 0; + +/* Module declarations from 'cpython.buffer' */ + +/* Module declarations from 'cpython.ref' */ + +/* Module declarations from 'cpython.object' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.type' */ +static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'numpy' */ + +/* Module declarations from 'numpy' */ +static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; +static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; +static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; +static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; +static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; +static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/ + +/* Module declarations from 'spacy.typedefs' */ + +/* Module declarations from 'murmurhash.mrmr' */ +static uint64_t (*__pyx_f_10murmurhash_4mrmr_hash64)(void *, int, uint64_t); /*proto*/ + +/* Module declarations from 'spacy.utf8string' */ +static PyTypeObject *__pyx_ptype_5spacy_10utf8string_StringStore = 0; + +/* Module declarations from 'spacy.lexeme' */ +static struct __pyx_t_5spacy_6lexeme_Lexeme *__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME = 0; +#define __pyx_v_5spacy_6lexeme_EMPTY_LEXEME (*__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME) +static CYTHON_INLINE int __pyx_f_5spacy_6lexeme_check_flag(struct __pyx_t_5spacy_6lexeme_Lexeme const *, enum __pyx_t_5spacy_6lexeme_attr_id_t); /*proto*/ + +/* Module declarations from 'libcpp.vector' */ + +/* Module declarations from 'cpython.version' */ + +/* Module declarations from 'cpython.exc' */ + +/* Module declarations from 'cpython.module' */ + +/* Module declarations from 'cpython.mem' */ + +/* Module declarations from 'cpython.tuple' */ + +/* Module declarations from 'cpython.list' */ + +/* Module declarations from 'cpython.sequence' */ + +/* Module declarations from 'cpython.mapping' */ + +/* Module declarations from 'cpython.iterator' */ + +/* Module declarations from 'cpython.number' */ + +/* Module declarations from 'cpython.int' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.bool' */ +static PyTypeObject *__pyx_ptype_7cpython_4bool_bool = 0; + +/* Module declarations from 'cpython.long' */ + +/* Module declarations from 'cpython.float' */ + +/* Module declarations from '__builtin__' */ + +/* Module declarations from 'cpython.complex' */ +static PyTypeObject *__pyx_ptype_7cpython_7complex_complex = 0; + +/* Module declarations from 'cpython.string' */ + +/* Module declarations from 'cpython.unicode' */ + +/* Module declarations from 'cpython.dict' */ + +/* Module declarations from 'cpython.instance' */ + +/* Module declarations from 'cpython.function' */ + +/* Module declarations from 'cpython.method' */ + +/* Module declarations from 'cpython.weakref' */ + +/* Module declarations from 'cpython.getargs' */ + +/* Module declarations from 'cpython.pythread' */ + +/* Module declarations from 'cpython.pystate' */ + +/* Module declarations from 'cpython.cobject' */ + +/* Module declarations from 'cpython.oldbuffer' */ + +/* Module declarations from 'cpython.set' */ + +/* Module declarations from 'cpython.bytes' */ + +/* Module declarations from 'cpython.pycapsule' */ + +/* Module declarations from 'cpython' */ + +/* Module declarations from 'spacy.tagger' */ +static PyTypeObject *__pyx_ptype_5spacy_6tagger_Tagger = 0; + +/* Module declarations from 'spacy.morphology' */ +static PyTypeObject *__pyx_ptype_5spacy_10morphology_Morphologizer = 0; + +/* Module declarations from 'spacy.lang' */ +static PyTypeObject *__pyx_ptype_5spacy_4lang_Lexicon = 0; +static PyTypeObject *__pyx_ptype_5spacy_4lang_Language = 0; + +/* Module declarations from 'spacy.tokens' */ +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Tokens = 0; +static PyTypeObject *__pyx_ptype_5spacy_6tokens_Token = 0; + +/* Module declarations from 'spacy.syntax._state' */ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_get_idx(struct __pyx_t_5spacy_6syntax_6_state_State const *, struct __pyx_t_5spacy_6tokens_TokenC const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s0(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE struct __pyx_t_5spacy_6tokens_TokenC *__pyx_f_5spacy_6syntax_6_state_get_s1(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_at_eol(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static CYTHON_INLINE int __pyx_f_5spacy_6syntax_6_state_is_final(struct __pyx_t_5spacy_6syntax_6_state_State const *); /*proto*/ +static struct __pyx_t_5spacy_6syntax_6_state_State *(*__pyx_f_5spacy_6syntax_6_state_init_state)(struct __pyx_obj_5cymem_5cymem_Pool *, struct __pyx_t_5spacy_6tokens_TokenC *, int const ); /*proto*/ + +/* Module declarations from 'spacy.syntax.arc_eager' */ +static PyTypeObject *__pyx_ptype_5spacy_6syntax_9arc_eager_TransitionSystem = 0; + +/* Module declarations from 'cython' */ + +/* Module declarations from 'spacy.syntax._parse_features' */ +static int (*__pyx_f_5spacy_6syntax_15_parse_features_fill_context)(__pyx_t_5thinc_8typedefs_atom_t *, struct __pyx_t_5spacy_6syntax_6_state_State *); /*proto*/ + +/* Module declarations from 'spacy.syntax.parser' */ +static PyTypeObject *__pyx_ptype_5spacy_6syntax_6parser_GreedyParser = 0; 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/* proto */ +static PyObject *__pyx_pf_5spacy_6syntax_6parser_12GreedyParser_5model___get__(struct __pyx_obj_5spacy_6syntax_6parser_GreedyParser *__pyx_v_self); /* proto */ +static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */ +static PyObject *__pyx_tp_new_5spacy_6syntax_6parser_GreedyParser(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static char __pyx_k_[] = " "; +static char __pyx_k_B[] = "B"; +static char __pyx_k_H[] = "H"; +static char __pyx_k_I[] = "I"; +static char __pyx_k_L[] = "L"; +static char __pyx_k_O[] = "O"; +static char __pyx_k_Q[] = "Q"; +static char __pyx_k_b[] = "b"; +static char __pyx_k_d[] = "d"; +static char __pyx_k_f[] = "f"; +static char __pyx_k_g[] = "g"; +static char __pyx_k_h[] = "h"; +static char __pyx_k_i[] = "i"; +static char __pyx_k_l[] = "l"; 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__pyx_vtabstruct_5cymem_5cymem_Pool*)__Pyx_GetVtable(__pyx_ptype_5cymem_5cymem_Pool->tp_dict); if (unlikely(!__pyx_vtabptr_5cymem_5cymem_Pool)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5cymem_5cymem_Address = __Pyx_ImportType("cymem.cymem", "Address", sizeof(struct __pyx_obj_5cymem_5cymem_Address), 1); if (unlikely(!__pyx_ptype_5cymem_5cymem_Address)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_8features_Extractor = __Pyx_ImportType("thinc.features", "Extractor", sizeof(struct __pyx_obj_5thinc_8features_Extractor), 1); if (unlikely(!__pyx_ptype_5thinc_8features_Extractor)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_8features_Extractor = (struct __pyx_vtabstruct_5thinc_8features_Extractor*)__Pyx_GetVtable(__pyx_ptype_5thinc_8features_Extractor->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_8features_Extractor)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMap = __Pyx_ImportType("preshed.maps", "PreshMap", sizeof(struct __pyx_obj_7preshed_4maps_PreshMap), 1); if (unlikely(!__pyx_ptype_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_7preshed_4maps_PreshMap = (struct __pyx_vtabstruct_7preshed_4maps_PreshMap*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMap->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMap)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 25; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7preshed_4maps_PreshMapArray = __Pyx_ImportType("preshed.maps", "PreshMapArray", sizeof(struct __pyx_obj_7preshed_4maps_PreshMapArray), 1); if (unlikely(!__pyx_ptype_7preshed_4maps_PreshMapArray)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_7preshed_4maps_PreshMapArray = (struct __pyx_vtabstruct_7preshed_4maps_PreshMapArray*)__Pyx_GetVtable(__pyx_ptype_7preshed_4maps_PreshMapArray->tp_dict); if (unlikely(!__pyx_vtabptr_7preshed_4maps_PreshMapArray)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_5cache_ScoresCache = __Pyx_ImportType("thinc.cache", "ScoresCache", sizeof(struct __pyx_obj_5thinc_5cache_ScoresCache), 1); if (unlikely(!__pyx_ptype_5thinc_5cache_ScoresCache)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_5cache_ScoresCache = (struct __pyx_vtabstruct_5thinc_5cache_ScoresCache*)__Pyx_GetVtable(__pyx_ptype_5thinc_5cache_ScoresCache->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_5cache_ScoresCache)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner_LinearModel = __Pyx_ImportType("thinc.learner", "LinearModel", sizeof(struct __pyx_obj_5thinc_7learner_LinearModel), 1); if (unlikely(!__pyx_ptype_5thinc_7learner_LinearModel)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner_LinearModel = (struct __pyx_vtabstruct_5thinc_7learner_LinearModel*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner_LinearModel->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner_LinearModel)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner__Writer = __Pyx_ImportType("thinc.learner", "_Writer", sizeof(struct __pyx_obj_5thinc_7learner__Writer), 1); if (unlikely(!__pyx_ptype_5thinc_7learner__Writer)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner__Writer = (struct __pyx_vtabstruct_5thinc_7learner__Writer*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner__Writer->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner__Writer)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5thinc_7learner__Reader = __Pyx_ImportType("thinc.learner", "_Reader", sizeof(struct __pyx_obj_5thinc_7learner__Reader), 1); if (unlikely(!__pyx_ptype_5thinc_7learner__Reader)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5thinc_7learner__Reader = (struct __pyx_vtabstruct_5thinc_7learner__Reader*)__Pyx_GetVtable(__pyx_ptype_5thinc_7learner__Reader->tp_dict); if (unlikely(!__pyx_vtabptr_5thinc_7learner__Reader)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", + #if CYTHON_COMPILING_IN_PYPY + sizeof(PyTypeObject), + #else + sizeof(PyHeapTypeObject), + #endif + 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_10utf8string_StringStore = __Pyx_ImportType("spacy.utf8string", "StringStore", sizeof(struct __pyx_obj_5spacy_10utf8string_StringStore), 1); if (unlikely(!__pyx_ptype_5spacy_10utf8string_StringStore)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_10utf8string_StringStore = (struct __pyx_vtabstruct_5spacy_10utf8string_StringStore*)__Pyx_GetVtable(__pyx_ptype_5spacy_10utf8string_StringStore->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10utf8string_StringStore)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_4bool_bool = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "bool", sizeof(PyBoolObject), 0); if (unlikely(!__pyx_ptype_7cpython_4bool_bool)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_7cpython_7complex_complex = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "complex", sizeof(PyComplexObject), 0); if (unlikely(!__pyx_ptype_7cpython_7complex_complex)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_6tagger_Tagger = __Pyx_ImportType("spacy.tagger", "Tagger", sizeof(struct __pyx_obj_5spacy_6tagger_Tagger), 1); if (unlikely(!__pyx_ptype_5spacy_6tagger_Tagger)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_6tagger_Tagger = (struct __pyx_vtabstruct_5spacy_6tagger_Tagger*)__Pyx_GetVtable(__pyx_ptype_5spacy_6tagger_Tagger->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6tagger_Tagger)) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_10morphology_Morphologizer = __Pyx_ImportType("spacy.morphology", "Morphologizer", sizeof(struct __pyx_obj_5spacy_10morphology_Morphologizer), 1); if (unlikely(!__pyx_ptype_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_10morphology_Morphologizer = (struct __pyx_vtabstruct_5spacy_10morphology_Morphologizer*)__Pyx_GetVtable(__pyx_ptype_5spacy_10morphology_Morphologizer->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_10morphology_Morphologizer)) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_4lang_Lexicon = __Pyx_ImportType("spacy.lang", "Lexicon", sizeof(struct __pyx_obj_5spacy_4lang_Lexicon), 1); if (unlikely(!__pyx_ptype_5spacy_4lang_Lexicon)) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_4lang_Lexicon = (struct __pyx_vtabstruct_5spacy_4lang_Lexicon*)__Pyx_GetVtable(__pyx_ptype_5spacy_4lang_Lexicon->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_4lang_Lexicon)) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_4lang_Language = __Pyx_ImportType("spacy.lang", "Language", sizeof(struct __pyx_obj_5spacy_4lang_Language), 1); if (unlikely(!__pyx_ptype_5spacy_4lang_Language)) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_4lang_Language = (struct __pyx_vtabstruct_5spacy_4lang_Language*)__Pyx_GetVtable(__pyx_ptype_5spacy_4lang_Language->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_4lang_Language)) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_6tokens_Tokens = __Pyx_ImportType("spacy.tokens", "Tokens", sizeof(struct __pyx_obj_5spacy_6tokens_Tokens), 1); if (unlikely(!__pyx_ptype_5spacy_6tokens_Tokens)) {__pyx_filename = __pyx_f[15]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_6tokens_Tokens = (struct __pyx_vtabstruct_5spacy_6tokens_Tokens*)__Pyx_GetVtable(__pyx_ptype_5spacy_6tokens_Tokens->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6tokens_Tokens)) {__pyx_filename = __pyx_f[15]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_6tokens_Token = __Pyx_ImportType("spacy.tokens", "Token", sizeof(struct __pyx_obj_5spacy_6tokens_Token), 1); if (unlikely(!__pyx_ptype_5spacy_6tokens_Token)) {__pyx_filename = __pyx_f[15]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_5spacy_6syntax_9arc_eager_TransitionSystem = __Pyx_ImportType("spacy.syntax.arc_eager", "TransitionSystem", sizeof(struct __pyx_obj_5spacy_6syntax_9arc_eager_TransitionSystem), 1); if (unlikely(!__pyx_ptype_5spacy_6syntax_9arc_eager_TransitionSystem)) {__pyx_filename = __pyx_f[16]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_vtabptr_5spacy_6syntax_9arc_eager_TransitionSystem = (struct __pyx_vtabstruct_5spacy_6syntax_9arc_eager_TransitionSystem*)__Pyx_GetVtable(__pyx_ptype_5spacy_6syntax_9arc_eager_TransitionSystem->tp_dict); if (unlikely(!__pyx_vtabptr_5spacy_6syntax_9arc_eager_TransitionSystem)) {__pyx_filename = __pyx_f[16]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Variable import code ---*/ + __pyx_t_1 = __Pyx_ImportModule("spacy.lexeme"); if (!__pyx_t_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportVoidPtr(__pyx_t_1, "EMPTY_LEXEME", (void **)&__pyx_vp_5spacy_6lexeme_EMPTY_LEXEME, "struct __pyx_t_5spacy_6lexeme_Lexeme") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + Py_DECREF(__pyx_t_1); __pyx_t_1 = 0; + /*--- Function import code ---*/ + __pyx_t_2 = __Pyx_ImportModule("thinc.features"); if (!__pyx_t_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_2, "count_feats", (void (**)(void))&__pyx_f_5thinc_8features_count_feats, "int (PyObject *, struct __pyx_t_5thinc_8features_Feature *, int, __pyx_t_5thinc_8typedefs_weight_t)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + Py_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_3 = __Pyx_ImportModule("murmurhash.mrmr"); if (!__pyx_t_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ImportFunction(__pyx_t_3, "hash64", (void 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i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + 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)) + PyErr_Clear(); + else + return NULL; + } + } + 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)); +} + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { + PyObject *result; +#if CYTHON_COMPILING_IN_CPYTHON + 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; +} + +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION >= 3 + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); + #else + "%s() got multiple values for keyword argument '%s'", func_name, + PyString_AsString(kw_name)); + #endif +} + +static int __Pyx_ParseOptionalKeywords( + PyObject *kwds, + PyObject **argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject *key = 0, *value = 0; + Py_ssize_t pos = 0; + PyObject*** name; + PyObject*** first_kw_arg = argnames + num_pos_args; + while (PyDict_Next(kwds, &pos, &key, &value)) { + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + values[name-argnames] = value; + continue; + } + name = first_kw_arg; + #if PY_MAJOR_VERSION < 3 + if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { + while (*name) { + if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) + && _PyString_Eq(**name, key)) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + if ((**argname == key) || ( + (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) + && _PyString_Eq(**argname, key))) { + goto arg_passed_twice; + } + argname++; + } + } + } else + #endif + if (likely(PyUnicode_Check(key))) { + while (*name) { + int cmp = (**name == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**name, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + values[name-argnames] = value; + break; + } + name++; + } + if (*name) continue; + else { + PyObject*** argname = argnames; + while (argname != first_kw_arg) { + int cmp = (**argname == key) ? 0 : + #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 + (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : + #endif + PyUnicode_Compare(**argname, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + argname++; + } + } + } else + goto invalid_keyword_type; + if (kwds2) { + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else { + goto invalid_keyword; + } + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%.200s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%.200s() got an unexpected keyword argument '%.200s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif +bad: + return -1; +} + +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +#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 + +#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) { +#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_O)) { + return __Pyx_PyObject_CallMethO(func, arg); + } + } + return __Pyx__PyObject_CallOneArg(func, arg); +} +#else +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject* args = PyTuple_Pack(1, arg); + return (likely(args)) ? __Pyx_PyObject_Call(func, args, NULL) : NULL; +} +#endif + +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; +} + +static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + 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); +#else + PyErr_Restore(type, value, tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(type, value, tb); +#endif +} + +#if PY_MAJOR_VERSION < 3 +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, + CYTHON_UNUSED PyObject *cause) { + Py_XINCREF(type); + if (!value || value == Py_None) + value = NULL; + else + Py_INCREF(value); + if (!tb || tb == Py_None) + tb = NULL; + else { + Py_INCREF(tb); + if (!PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto raise_error; + } + } + if (PyType_Check(type)) { +#if CYTHON_COMPILING_IN_PYPY + if (!value) { + Py_INCREF(Py_None); + value = Py_None; + } +#endif + PyErr_NormalizeException(&type, &value, &tb); + } else { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto raise_error; + } + value = type; + type = (PyObject*) Py_TYPE(type); + Py_INCREF(type); + if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto raise_error; + } + } + __Pyx_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) { + if (PyObject_IsSubclass(instance_class, type)) { + type = instance_class; + } else { + instance_class = NULL; + } + } + } + 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 + +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); +} + +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"); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +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; +} + +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; +} + +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; +} + +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; +} + +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) / 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); +} + +#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; + 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; + py_frame->f_lineno = py_line; + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} + +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; +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { + const int neg_one = (int) -1, const_zero = 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); + } else if (sizeof(int) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { + const long neg_one = (long) -1, const_zero = 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); + } else if (sizeof(long) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(long) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + } +} + +#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value) \ + { \ + 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 (is_unsigned && unlikely(value < zero)) \ + goto raise_neg_overflow; \ + else \ + goto raise_overflow; \ + } \ + } \ + return (target_type) value; \ + } + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + #include "longintrepr.h" + #endif +#endif + +static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { + const int neg_one = (int) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(int) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(int) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(int, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(int) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong(x)) + } else if (sizeof(int) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return ::std::complex< float >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return x + y*(__pyx_t_float_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + __pyx_t_float_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrtf(z.real*z.real + z.imag*z.imag); + #else + return hypotf(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + float denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(a, a); + case 3: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, a); + case 4: + z = __Pyx_c_prodf(a, a); + return __Pyx_c_prodf(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_absf(a); + theta = atan2f(a.imag, a.real); + } + lnr = logf(r); + z_r = expf(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cosf(z_theta); + z.imag = z_r * sinf(z_theta); + return z; + } + #endif +#endif + +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return ::std::complex< double >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return x + y*(__pyx_t_double_complex)_Complex_I; + } + #endif +#else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + __pyx_t_double_complex z; + z.real = x; + z.imag = y; + return z; + } +#endif + +#if CYTHON_CCOMPLEX +#else + static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double denom = b.real * b.real + b.imag * b.imag; + z.real = (a.real * b.real + a.imag * b.imag) / denom; + z.imag = (a.imag * b.real - a.real * b.imag) / denom; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrt(z.real*z.real + z.imag*z.imag); + #else + return hypot(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + double denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(a, a); + case 3: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, a); + case 4: + z = __Pyx_c_prod(a, a); + return __Pyx_c_prod(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } + r = a.real; + theta = 0; + } else { + r = __Pyx_c_abs(a); + theta = atan2(a.imag, a.real); + } + lnr = log(r); + z_r = exp(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cos(z_theta); + z.imag = z_r * sin(z_theta); + return z; + } + #endif +#endif + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int32_t(int32_t value) { + const int32_t neg_one = (int32_t) -1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int32_t) < sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + } else if (sizeof(int32_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(int32_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(int32_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&value; + return _PyLong_FromByteArray(bytes, sizeof(int32_t), + little, !is_unsigned); + } +} + +static CYTHON_INLINE PyObject* __Pyx_PyInt_From_uint64_t(uint64_t value) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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); + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + return PyLong_FromUnsignedLongLong((unsigned long long) value); + } + } else { + if (sizeof(uint64_t) <= sizeof(long)) { + return PyInt_FromLong((long) value); + } else if (sizeof(uint64_t) <= sizeof(long long)) { + return PyLong_FromLongLong((long long) value); + } + } + { + 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); + } +} + +static CYTHON_INLINE uint64_t __Pyx_PyInt_As_uint64_t(PyObject *x) { + const uint64_t neg_one = (uint64_t) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(uint64_t) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(uint64_t) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(uint64_t, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(uint64_t, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(uint64_t) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long, PyLong_AsLong(x)) + } else if (sizeof(uint64_t) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(uint64_t, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { + const long neg_one = (long) -1, const_zero = 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_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + if (sizeof(long) <= sizeof(unsigned long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong(x)) + } else if (sizeof(long) <= sizeof(unsigned long long)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong(x)) + } + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: __PYX_VERIFY_RETURN_INT(long, digit, +(((PyLongObject*)x)->ob_digit[0])); + case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]); + } + #endif +#endif + if (sizeof(long) <= sizeof(long)) { + __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong(x)) + } else if (sizeof(long) <= sizeof(long long)) { + __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong(x)) + } + } + { +#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_Int(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_Int(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; +} + +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; +} + +#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 + +#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", + module_name, class_name); + 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", + module_name, class_name); + goto bad; + } + return (PyTypeObject *)result; +bad: + Py_XDECREF(py_module); + Py_XDECREF(result); + return NULL; +} +#endif + +#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 + +#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 + +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; + ++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 char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT + if ( +#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + __Pyx_sys_getdefaultencoding_not_ascii && +#endif + PyUnicode_Check(o)) { +#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 + 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_Int(PyObject* x) { + PyNumberMethods *m; + 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 Py_INCREF(x), x; + 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 + 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))) + return PyInt_AS_LONG(b); +#endif + if (likely(PyLong_CheckExact(b))) { + #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 + #if CYTHON_USE_PYLONG_INTERNALS + switch (Py_SIZE(b)) { + case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0]; + case 0: return 0; + case 1: return ((PyLongObject*)b)->ob_digit[0]; + } + #endif + #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 */ diff --git a/spacy/parser/parser.pxd b/spacy/syntax/parser.pxd similarity index 82% rename from spacy/parser/parser.pxd rename to spacy/syntax/parser.pxd index 5a82d5c1e..224ea490b 100644 --- a/spacy/parser/parser.pxd +++ b/spacy/syntax/parser.pxd @@ -6,10 +6,10 @@ from .arc_eager cimport TransitionSystem from ..tokens cimport Tokens, TokenC -cdef class Parser: +cdef class GreedyParser: cdef object cfg cdef Extractor extractor - cdef LinearModel model + cdef readonly LinearModel model cdef TransitionSystem moves cpdef int parse(self, Tokens tokens) except -1 diff --git a/spacy/syntax/parser.pyx b/spacy/syntax/parser.pyx new file mode 100644 index 000000000..4078b93b5 --- /dev/null +++ b/spacy/syntax/parser.pyx @@ -0,0 +1,113 @@ +# cython: profile=True +""" +MALT-style dependency parser +""" +from __future__ import unicode_literals +cimport cython +import random +import os.path +from os.path import join as pjoin +import shutil +import json + +from cymem.cymem cimport Pool, Address +from thinc.typedefs cimport weight_t, class_t, feat_t, atom_t + + +from util import Config + +from thinc.features cimport Extractor +from thinc.features cimport Feature +from thinc.features cimport count_feats + +from thinc.learner cimport LinearModel + +from ..tokens cimport Tokens, TokenC + +from .arc_eager cimport TransitionSystem + +from ._state cimport init_state, State, is_final, get_idx, get_s0, get_s1 + +from . import _parse_features +from ._parse_features cimport fill_context, CONTEXT_SIZE + + +DEF CONTEXT_SIZE = 50 + + +DEBUG = False +def set_debug(val): + global DEBUG + DEBUG = val + + +cdef unicode print_state(State* s, list words): + words = list(words) + ['EOL'] + top = words[get_idx(s, get_s0(s))] + second = words[get_idx(s, get_s1(s))] + n0 = words[s.i] + n1 = words[s.i + 1] + return ' '.join((second, top, '|', n0, n1)) + + +def get_templates(name): + return _parse_features.arc_eager + + +cdef class GreedyParser: + def __init__(self, model_dir): + assert os.path.exists(model_dir) and os.path.isdir(model_dir) + self.cfg = Config.read(model_dir, 'config') + self.extractor = Extractor(get_templates(self.cfg.features)) + self.moves = TransitionSystem(self.cfg.left_labels, self.cfg.right_labels) + + self.model = LinearModel(self.moves.n_moves, self.extractor.n_templ) + if os.path.exists(pjoin(model_dir, 'model')): + self.model.load(pjoin(model_dir, 'model')) + + cpdef int parse(self, Tokens tokens) except -1: + cdef: + Feature* feats + const weight_t* scores + + cdef atom_t[CONTEXT_SIZE] context + cdef int n_feats + cdef Pool mem = Pool() + cdef State* state = init_state(mem, tokens.data, tokens.length) + while not is_final(state): + fill_context(context, state) # TODO + feats = self.extractor.get_feats(context, &n_feats) + scores = self.model.get_scores(feats, n_feats) + + guess = self.moves.best_valid(scores, state) + + self.moves.transition(state, guess) + # TODO output + + def train_sent(self, Tokens tokens, list gold_heads, list gold_labels): + cdef: + Feature* feats + weight_t* scores + + cdef int n_feats + cdef atom_t[CONTEXT_SIZE] context + cdef Pool mem = Pool() + cdef State* state = init_state(mem, tokens.data, tokens.length) + words = [t.string for t in tokens] + while not is_final(state): + fill_context(context, state) + feats = self.extractor.get_feats(context, &n_feats) + scores = self.model.get_scores(feats, n_feats) + guess = self.moves.best_valid(scores, state) + best = self.moves.best_gold(scores, state, gold_heads, gold_labels) + counts = {guess: {}, best: {}} + if guess != best: + count_feats(counts[guess], feats, n_feats, -1) + count_feats(counts[best], feats, n_feats, 1) + self.model.update(counts) + self.moves.transition(state, guess) + cdef int i + n_corr = 0 + for i in range(tokens.length): + n_corr += state.sent[i].head == gold_heads[i] + return n_corr diff --git a/spacy/syntax/util.py b/spacy/syntax/util.py new file mode 100644 index 000000000..3ba770ae2 --- /dev/null +++ b/spacy/syntax/util.py @@ -0,0 +1,17 @@ +from os import path +import json + +class Config(object): + def __init__(self, **kwargs): + for key, value in kwargs.items(): + setattr(self, key, value) + + @classmethod + def write(cls, model_dir, name, **kwargs): + open(path.join(model_dir, '%s.json' % name), 'w').write(json.dumps(kwargs)) + + @classmethod + def read(cls, model_dir, name): + return cls(**json.load(open(path.join(model_dir, '%s.json' % name)))) + + diff --git a/spacy/tokens.pxd b/spacy/tokens.pxd index 43aa7b442..1b1b43cef 100644 --- a/spacy/tokens.pxd +++ b/spacy/tokens.pxd @@ -1,3 +1,5 @@ +from libc.stdint cimport uint32_t + import numpy as np cimport numpy as np @@ -19,6 +21,10 @@ cdef struct TokenC: int pos int lemma int sense + int head + int dep_tag + uint32_t l_kids + uint32_t r_kids ctypedef const Lexeme* const_Lexeme_ptr